warning: commands will be executed using /bin/sh
job 1312 at Fri Jun 14 05:01:00 2013
FileBase	/isis3/andresg/Bud/buddy140_060813_reo/buddy140_060813_reo
ElecNo	8
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 1266552 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 422184 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 22117 members 
Mstep: Class 3 contains 22188 members 
Mstep: Class 4 contains 22320 members 
Mstep: Class 5 contains 22144 members 
Mstep: Class 6 contains 22436 members 
Mstep: Class 7 contains 21951 members 
Mstep: Class 8 contains 22106 members 
Mstep: Class 9 contains 22270 members 
Mstep: Class 10 contains 22165 members 
Mstep: Class 11 contains 22389 members 
Mstep: Class 12 contains 21981 members 
Mstep: Class 13 contains 22171 members 
Mstep: Class 14 contains 22233 members 
Mstep: Class 15 contains 22304 members 
Mstep: Class 16 contains 22286 members 
Mstep: Class 17 contains 22286 members 
Mstep: Class 18 contains 22210 members 
Mstep: Class 19 contains 22115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 453.842987 but Gain 2104.894531
Score: -51391780.000000 Penalty: 37888.101562
Iteration 0F: 19 clusters Score -5.139178e+07 nChanged 399980
Entering Unmasked Mstep 
Mstep: Class 0 contains 998 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 86553 members 
Mstep: Class 3 contains 7697 members 
Mstep: Class 4 contains 5584 members 
Mstep: Class 5 contains 6473 members 
Mstep: Class 6 contains 701 members 
Mstep: Class 7 contains 19749 members 
Mstep: Class 9 contains 14543 members 
Mstep: Class 10 contains 994 members 
Mstep: Class 11 contains 4189 members 
Mstep: Class 12 contains 7875 members 
Mstep: Class 13 contains 73805 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 922 members 
Mstep: Class 16 contains 525 members 
Mstep: Class 17 contains 163238 members 
Mstep: Class 18 contains 5919 members 
Mstep: Class 19 contains 19003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 419.179443 but Gain 2104.894531
Score: -53471368.000000 Penalty: 35783.207031
Iteration 1F: 18 clusters Score -5.347137e+07 nChanged 123734
Entering Unmasked Mstep 
Mstep: Class 0 contains 568 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 93099 members 
Mstep: Class 3 contains 4964 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 7 contains 17543 members 
Mstep: Class 9 contains 9286 members 
Mstep: Class 10 contains 1223 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 4255 members 
Mstep: Class 13 contains 104240 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 386 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 164500 members 
Mstep: Class 18 contains 2974 members 
Mstep: Class 19 contains 9683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 794.421631 but Gain 2104.894531
Score: -53624140.000000 Penalty: 33678.312500
Iteration 2F: 17 clusters Score -5.362414e+07 nChanged 92428
Entering Unmasked Mstep 
Mstep: Class 0 contains 387 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 99169 members 
Mstep: Class 3 contains 4206 members 
Mstep: Class 5 contains 1312 members 
Mstep: Class 7 contains 18609 members 
Mstep: Class 9 contains 7055 members 
Mstep: Class 10 contains 3198 members 
Mstep: Class 11 contains 913 members 
Mstep: Class 12 contains 2829 members 
Mstep: Class 13 contains 141791 members 
Mstep: Class 14 contains 1447 members 
Mstep: Class 15 contains 490 members 
Mstep: Class 16 contains 747 members 
Mstep: Class 17 contains 132664 members 
Mstep: Class 18 contains 1979 members 
Mstep: Class 19 contains 4831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 565.363342 but Gain 2104.896484
Score: -53693308.000000 Penalty: 31573.416016
Iteration 3F: 16 clusters Score -5.369331e+07 nChanged 86756
Entering Unmasked Mstep 
Mstep: Class 0 contains 325 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 116470 members 
Mstep: Class 3 contains 4178 members 
Mstep: Class 5 contains 748 members 
Mstep: Class 7 contains 24858 members 
Mstep: Class 9 contains 6007 members 
Mstep: Class 10 contains 4736 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 145170 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 490 members 
Mstep: Class 17 contains 110704 members 
Mstep: Class 18 contains 1444 members 
Mstep: Class 19 contains 2422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 626.984253 but Gain 2104.894531
Score: -53773164.000000 Penalty: 29468.521484
Iteration 4F: 15 clusters Score -5.377316e+07 nChanged 71300
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 133041 members 
Mstep: Class 3 contains 4639 members 
Mstep: Class 7 contains 33115 members 
Mstep: Class 9 contains 4976 members 
Mstep: Class 10 contains 5794 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 118026 members 
Mstep: Class 14 contains 1324 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 115048 members 
Mstep: Class 18 contains 1169 members 
Mstep: Class 19 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1328.145874 but Gain 2104.894531
Score: -53844628.000000 Penalty: 27363.626953
Iteration 5F: 14 clusters Score -5.384463e+07 nChanged 56567
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 141386 members 
Mstep: Class 3 contains 5451 members 
Mstep: Class 7 contains 39118 members 
Mstep: Class 9 contains 4235 members 
Mstep: Class 10 contains 7449 members 
Mstep: Class 12 contains 1579 members 
Mstep: Class 13 contains 112805 members 
Mstep: Class 14 contains 1259 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 358 members 
Mstep: Class 17 contains 105991 members 
Mstep: Class 19 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2008.542603 but Gain 2104.894531
Score: -53865968.000000 Penalty: 25258.732422
Iteration 6F: 13 clusters Score -5.386597e+07 nChanged 41563
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 140318 members 
Mstep: Class 3 contains 6688 members 
Mstep: Class 7 contains 43538 members 
Mstep: Class 9 contains 4272 members 
Mstep: Class 10 contains 9429 members 
Mstep: Class 13 contains 107890 members 
Mstep: Class 14 contains 1219 members 
Mstep: Class 15 contains 731 members 
Mstep: Class 16 contains 312 members 
Mstep: Class 17 contains 106119 members 
Mstep: Class 19 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2064.394043 but Gain 2104.894531
Score: -53883380.000000 Penalty: 23153.837891
Iteration 7F: 12 clusters Score -5.388338e+07 nChanged 32500
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 136290 members 
Mstep: Class 3 contains 7966 members 
Mstep: Class 7 contains 47040 members 
Mstep: Class 9 contains 4403 members 
Mstep: Class 10 contains 10653 members 
Mstep: Class 13 contains 101508 members 
Mstep: Class 14 contains 1238 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 17 contains 110543 members 
Mstep: Class 19 contains 1002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53901904.000000 Penalty: 23153.837891
Iteration 8F: 12 clusters Score -5.39019e+07 nChanged 29532
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 132883 members 
Mstep: Class 3 contains 9209 members 
Mstep: Class 7 contains 49788 members 
Mstep: Class 9 contains 4608 members 
Mstep: Class 10 contains 11589 members 
Mstep: Class 13 contains 94831 members 
Mstep: Class 14 contains 1193 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 17 contains 115551 members 
Mstep: Class 19 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53911544.000000 Penalty: 23153.837891
Iteration 9F: 12 clusters Score -5.391154e+07 nChanged 24400
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 130265 members 
Mstep: Class 3 contains 10270 members 
Mstep: Class 7 contains 52154 members 
Mstep: Class 9 contains 4895 members 
Mstep: Class 10 contains 12422 members 
Mstep: Class 13 contains 90207 members 
Mstep: Class 14 contains 1165 members 
Mstep: Class 15 contains 729 members 
Mstep: Class 17 contains 118254 members 
Mstep: Class 19 contains 1016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53917972.000000 Penalty: 23153.837891
Iteration 10F: 12 clusters Score -5.391797e+07 nChanged 18092
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 128660 members 
Mstep: Class 3 contains 11206 members 
Mstep: Class 7 contains 54132 members 
Mstep: Class 9 contains 5312 members 
Mstep: Class 10 contains 13185 members 
Mstep: Class 13 contains 87391 members 
Mstep: Class 14 contains 1145 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 17 contains 118595 members 
Mstep: Class 19 contains 1013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53925336.000000 Penalty: 23153.837891
Iteration 11Q: 12 clusters Score -5.392534e+07 nChanged 13755
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 127935 members 
Mstep: Class 3 contains 12050 members 
Mstep: Class 7 contains 55737 members 
Mstep: Class 9 contains 5700 members 
Mstep: Class 10 contains 13863 members 
Mstep: Class 13 contains 86053 members 
Mstep: Class 14 contains 1129 members 
Mstep: Class 15 contains 729 members 
Mstep: Class 17 contains 117156 members 
Mstep: Class 19 contains 1007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53933088.000000 Penalty: 23153.837891
Iteration 12Q: 12 clusters Score -5.393309e+07 nChanged 11150
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 127544 members 
Mstep: Class 3 contains 12769 members 
Mstep: Class 7 contains 56929 members 
Mstep: Class 9 contains 6051 members 
Mstep: Class 10 contains 14468 members 
Mstep: Class 13 contains 85382 members 
Mstep: Class 14 contains 1116 members 
Mstep: Class 15 contains 728 members 
Mstep: Class 17 contains 115353 members 
Mstep: Class 19 contains 1015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939572.000000 Penalty: 23153.837891
Iteration 13Q: 12 clusters Score -5.393957e+07 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 252 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 127219 members 
Mstep: Class 3 contains 13385 members 
Mstep: Class 7 contains 57749 members 
Mstep: Class 9 contains 6341 members 
Mstep: Class 10 contains 14988 members 
Mstep: Class 13 contains 85308 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 729 members 
Mstep: Class 17 contains 113503 members 
Mstep: Class 19 contains 1017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53945020.000000 Penalty: 23153.837891
Iteration 14Q: 12 clusters Score -5.394502e+07 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 126828 members 
Mstep: Class 3 contains 13901 members 
Mstep: Class 7 contains 58319 members 
Mstep: Class 9 contains 6502 members 
Mstep: Class 10 contains 15415 members 
Mstep: Class 13 contains 85757 members 
Mstep: Class 14 contains 1090 members 
Mstep: Class 15 contains 728 members 
Mstep: Class 17 contains 111772 members 
Mstep: Class 19 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53950644.000000 Penalty: 23153.837891
Iteration 15Q: 12 clusters Score -5.395064e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 126347 members 
Mstep: Class 3 contains 14333 members 
Mstep: Class 7 contains 58636 members 
Mstep: Class 9 contains 6622 members 
Mstep: Class 10 contains 15733 members 
Mstep: Class 13 contains 86533 members 
Mstep: Class 14 contains 1080 members 
Mstep: Class 15 contains 733 members 
Mstep: Class 17 contains 110293 members 
Mstep: Class 19 contains 1019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53954604.000000 Penalty: 23153.837891
Iteration 16Q: 12 clusters Score -5.39546e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 125856 members 
Mstep: Class 3 contains 14651 members 
Mstep: Class 7 contains 58786 members 
Mstep: Class 9 contains 6734 members 
Mstep: Class 10 contains 15950 members 
Mstep: Class 13 contains 87509 members 
Mstep: Class 14 contains 1074 members 
Mstep: Class 15 contains 733 members 
Mstep: Class 17 contains 109011 members 
Mstep: Class 19 contains 1021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53957700.000000 Penalty: 23153.837891
Iteration 17Q: 12 clusters Score -5.39577e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 125350 members 
Mstep: Class 3 contains 14933 members 
Mstep: Class 7 contains 58730 members 
Mstep: Class 9 contains 6822 members 
Mstep: Class 10 contains 16115 members 
Mstep: Class 13 contains 88655 members 
Mstep: Class 14 contains 1069 members 
Mstep: Class 15 contains 733 members 
Mstep: Class 17 contains 107896 members 
Mstep: Class 19 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53960444.000000 Penalty: 23153.837891
Iteration 18Q: 12 clusters Score -5.396044e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 124880 members 
Mstep: Class 3 contains 15176 members 
Mstep: Class 7 contains 58505 members 
Mstep: Class 9 contains 6877 members 
Mstep: Class 10 contains 16237 members 
Mstep: Class 13 contains 89843 members 
Mstep: Class 14 contains 1065 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 17 contains 106982 members 
Mstep: Class 19 contains 1016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53962912.000000 Penalty: 23153.837891
Iteration 19Q: 12 clusters Score -5.396291e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 124533 members 
Mstep: Class 3 contains 15342 members 
Mstep: Class 7 contains 58111 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 16326 members 
Mstep: Class 13 contains 91029 members 
Mstep: Class 14 contains 1064 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 17 contains 106266 members 
Mstep: Class 19 contains 1021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53964860.000000 Penalty: 23153.837891
Iteration 20F: 12 clusters Score -5.396486e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 247 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 124352 members 
Mstep: Class 3 contains 15506 members 
Mstep: Class 7 contains 57676 members 
Mstep: Class 9 contains 6919 members 
Mstep: Class 10 contains 16371 members 
Mstep: Class 13 contains 92200 members 
Mstep: Class 14 contains 1050 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 17 contains 105473 members 
Mstep: Class 19 contains 1021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53966804.000000 Penalty: 23153.837891
Iteration 21Q: 12 clusters Score -5.39668e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 124219 members 
Mstep: Class 3 contains 15633 members 
Mstep: Class 7 contains 57205 members 
Mstep: Class 9 contains 6939 members 
Mstep: Class 10 contains 16422 members 
Mstep: Class 13 contains 93223 members 
Mstep: Class 14 contains 1033 members 
Mstep: Class 15 contains 741 members 
Mstep: Class 17 contains 104856 members 
Mstep: Class 19 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53968424.000000 Penalty: 23153.837891
Iteration 22Q: 12 clusters Score -5.396842e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 242 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 124165 members 
Mstep: Class 3 contains 15767 members 
Mstep: Class 7 contains 56707 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 16463 members 
Mstep: Class 13 contains 94289 members 
Mstep: Class 14 contains 1012 members 
Mstep: Class 15 contains 745 members 
Mstep: Class 17 contains 104181 members 
Mstep: Class 19 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53969828.000000 Penalty: 23153.837891
Iteration 23Q: 12 clusters Score -5.396983e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 124121 members 
Mstep: Class 3 contains 15852 members 
Mstep: Class 7 contains 56218 members 
Mstep: Class 9 contains 6904 members 
Mstep: Class 10 contains 16489 members 
Mstep: Class 13 contains 95239 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 17 contains 103683 members 
Mstep: Class 19 contains 1019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53971032.000000 Penalty: 23153.837891
Iteration 24Q: 12 clusters Score -5.397103e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 124033 members 
Mstep: Class 3 contains 15959 members 
Mstep: Class 7 contains 55828 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 16511 members 
Mstep: Class 13 contains 96125 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 15 contains 749 members 
Mstep: Class 17 contains 103190 members 
Mstep: Class 19 contains 1019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53971828.000000 Penalty: 23153.837891
Iteration 25Q: 12 clusters Score -5.397183e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 123988 members 
Mstep: Class 3 contains 16088 members 
Mstep: Class 7 contains 55478 members 
Mstep: Class 9 contains 6799 members 
Mstep: Class 10 contains 16532 members 
Mstep: Class 13 contains 96859 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 753 members 
Mstep: Class 17 contains 102761 members 
Mstep: Class 19 contains 1020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53972676.000000 Penalty: 23153.837891
Iteration 26Q: 12 clusters Score -5.397268e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 123916 members 
Mstep: Class 3 contains 16220 members 
Mstep: Class 7 contains 55121 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 16546 members 
Mstep: Class 13 contains 97501 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 754 members 
Mstep: Class 17 contains 102464 members 
Mstep: Class 19 contains 1019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53973376.000000 Penalty: 23153.837891
Iteration 27Q: 12 clusters Score -5.397338e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 123918 members 
Mstep: Class 3 contains 16344 members 
Mstep: Class 7 contains 54841 members 
Mstep: Class 9 contains 6662 members 
Mstep: Class 10 contains 16557 members 
Mstep: Class 13 contains 98084 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 756 members 
Mstep: Class 17 contains 102103 members 
Mstep: Class 19 contains 1015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53973832.000000 Penalty: 23153.837891
Iteration 28Q: 12 clusters Score -5.397383e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 123947 members 
Mstep: Class 3 contains 16438 members 
Mstep: Class 7 contains 54596 members 
Mstep: Class 9 contains 6558 members 
Mstep: Class 10 contains 16551 members 
Mstep: Class 13 contains 98615 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 756 members 
Mstep: Class 17 contains 101804 members 
Mstep: Class 19 contains 1015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53974068.000000 Penalty: 23153.837891
Iteration 29Q: 12 clusters Score -5.397407e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 123993 members 
Mstep: Class 3 contains 16538 members 
Mstep: Class 7 contains 54383 members 
Mstep: Class 9 contains 6447 members 
Mstep: Class 10 contains 16555 members 
Mstep: Class 13 contains 99158 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 756 members 
Mstep: Class 17 contains 101437 members 
Mstep: Class 19 contains 1014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53974152.000000 Penalty: 23153.837891
Iteration 30Q: 12 clusters Score -5.397415e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 124055 members 
Mstep: Class 3 contains 16642 members 
Mstep: Class 7 contains 54184 members 
Mstep: Class 9 contains 6326 members 
Mstep: Class 10 contains 16577 members 
Mstep: Class 13 contains 99628 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 756 members 
Mstep: Class 17 contains 101104 members 
Mstep: Class 19 contains 1009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53974336.000000 Penalty: 23153.837891
Iteration 31Q: 12 clusters Score -5.397434e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 124101 members 
Mstep: Class 3 contains 16735 members 
Mstep: Class 7 contains 53999 members 
Mstep: Class 9 contains 6240 members 
Mstep: Class 10 contains 16585 members 
Mstep: Class 13 contains 100040 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 756 members 
Mstep: Class 17 contains 100816 members 
Mstep: Class 19 contains 1009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53974252.000000 Penalty: 23153.837891
Iteration 32Q: 12 clusters Score -5.397425e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 124200 members 
Mstep: Class 3 contains 16843 members 
Mstep: Class 7 contains 53864 members 
Mstep: Class 9 contains 6213 members 
Mstep: Class 10 contains 16590 members 
Mstep: Class 13 contains 100409 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 756 members 
Mstep: Class 17 contains 100399 members 
Mstep: Class 19 contains 1007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53974152.000000 Penalty: 23153.837891
Iteration 33Q: 12 clusters Score -5.397415e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 124380 members 
Mstep: Class 3 contains 16938 members 
Mstep: Class 7 contains 53721 members 
Mstep: Class 9 contains 6196 members 
Mstep: Class 10 contains 16591 members 
Mstep: Class 13 contains 100730 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 755 members 
Mstep: Class 17 contains 99962 members 
Mstep: Class 19 contains 1008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53973964.000000 Penalty: 23153.837891
Iteration 34Q: 12 clusters Score -5.397396e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 124511 members 
Mstep: Class 3 contains 17023 members 
Mstep: Class 7 contains 53588 members 
Mstep: Class 9 contains 6200 members 
Mstep: Class 10 contains 16585 members 
Mstep: Class 13 contains 101035 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 755 members 
Mstep: Class 17 contains 99576 members 
Mstep: Class 19 contains 1008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53973640.000000 Penalty: 23153.837891
Iteration 35Q: 12 clusters Score -5.397364e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 124630 members 
Mstep: Class 3 contains 17100 members 
Mstep: Class 7 contains 53474 members 
Mstep: Class 9 contains 6222 members 
Mstep: Class 10 contains 16585 members 
Mstep: Class 13 contains 101323 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 753 members 
Mstep: Class 17 contains 99186 members 
Mstep: Class 19 contains 1008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53973480.000000 Penalty: 23153.837891
Iteration 36Q: 12 clusters Score -5.397348e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 124765 members 
Mstep: Class 3 contains 17158 members 
Mstep: Class 7 contains 53390 members 
Mstep: Class 9 contains 6259 members 
Mstep: Class 10 contains 16590 members 
Mstep: Class 13 contains 101561 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 17 contains 98798 members 
Mstep: Class 19 contains 1008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53973028.000000 Penalty: 23153.837891
Iteration 37Q: 12 clusters Score -5.397303e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 124989 members 
Mstep: Class 3 contains 17220 members 
Mstep: Class 7 contains 53339 members 
Mstep: Class 9 contains 6282 members 
Mstep: Class 10 contains 16589 members 
Mstep: Class 13 contains 101763 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 17 contains 98343 members 
Mstep: Class 19 contains 1005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53972728.000000 Penalty: 23153.837891
Iteration 38Q: 12 clusters Score -5.397273e+07 nChanged 1719
Entering ConstructFrom: 
Score: -53972728.000000 Penalty: 23153.837891
Entering ConstructFrom: 
Trying to split cluster 1 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -72764.945312 Penalty: 1061.976685
	Iteration 0F: 2 clusters Score -72764.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -71578.343750 Penalty: 2123.953369
	Iteration 0F: 3 clusters Score -71578.34 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -71887.054688 Penalty: 2123.953369
	Iteration 1F: 3 clusters Score -71887.05 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -72047.093750 Penalty: 2123.953369
	Iteration 2F: 3 clusters Score -72047.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -72181.867188 Penalty: 2123.953369
	Iteration 3F: 3 clusters Score -72181.87 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -72281.515625 Penalty: 2123.953369
	Iteration 4F: 3 clusters Score -72281.52 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72411.929688 Penalty: 2123.953369
	Iteration 5F: 3 clusters Score -72411.93 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -72575.570312 Penalty: 2123.953369
	Iteration 6F: 3 clusters Score -72575.57 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -72771.648438 Penalty: 2123.953369
	Iteration 7F: 3 clusters Score -72771.65 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -72886.640625 Penalty: 2123.953369
	Iteration 8F: 3 clusters Score -72886.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -72964.921875 Penalty: 2123.953369
	Iteration 9Q: 3 clusters Score -72964.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -73003.109375 Penalty: 2123.953369
	Iteration 10Q: 3 clusters Score -73003.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -73019.015625 Penalty: 2123.953369
	Iteration 11Q: 3 clusters Score -73019.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -73019.921875 Penalty: 2123.953369
	Iteration 12Q: 3 clusters Score -73019.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -73019.921875 Penalty: 2123.953369
	Iteration 13F: 3 clusters Score -73019.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 125191 members 
Mstep: Class 3 contains 17284 members 
Mstep: Class 4 contains 255 members 
Mstep: Class 7 contains 53317 members 
Mstep: Class 9 contains 6303 members 
Mstep: Class 10 contains 16589 members 
Mstep: Class 13 contains 101992 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 17 contains 97851 members 
Mstep: Class 19 contains 1003 members 
Entering Unmasked Estep 
Score: -53971516.000000 Penalty: 25258.732422
Splitting cluster 1 changes total score from -53972728.000000 to -53971516.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (125191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125191 members 
Entering Unmasked Estep 
Score: -16183539.000000 Penalty: 1907.359253
	Iteration 0F: 2 clusters Score -1.618354e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62625 members 
Mstep: Class 2 contains 62566 members 
Entering Unmasked Estep 
Score: -16115106.000000 Penalty: 3814.718506
	Iteration 0F: 3 clusters Score -1.611511e+07 nChanged 59949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 63423 members 
Entering Unmasked Estep 
Score: -16150864.000000 Penalty: 3814.718506
	Iteration 1F: 3 clusters Score -1.615086e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61045 members 
Mstep: Class 2 contains 64146 members 
Entering Unmasked Estep 
Score: -16152416.000000 Penalty: 3814.718506
	Iteration 2Q: 3 clusters Score -1.615242e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60213 members 
Mstep: Class 2 contains 64978 members 
Entering Unmasked Estep 
Score: -16155059.000000 Penalty: 3814.718506
	Iteration 3F: 3 clusters Score -1.615506e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59241 members 
Mstep: Class 2 contains 65950 members 
Entering Unmasked Estep 
Score: -16159880.000000 Penalty: 3814.718506
	Iteration 4F: 3 clusters Score -1.615988e+07 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -16165589.000000 Penalty: 3814.718506
	Iteration 5F: 3 clusters Score -1.616559e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59087 members 
Mstep: Class 2 contains 66104 members 
Entering Unmasked Estep 
Score: -16170102.000000 Penalty: 3814.718506
	Iteration 6F: 3 clusters Score -1.61701e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60924 members 
Mstep: Class 2 contains 64267 members 
Entering Unmasked Estep 
Score: -16173003.000000 Penalty: 3814.718506
	Iteration 7F: 3 clusters Score -1.6173e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 61985 members 
Entering Unmasked Estep 
Score: -16174679.000000 Penalty: 3814.718506
	Iteration 8Q: 3 clusters Score -1.617468e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 59896 members 
Entering Unmasked Estep 
Score: -16175818.000000 Penalty: 3814.718506
	Iteration 9Q: 3 clusters Score -1.617582e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67075 members 
Mstep: Class 2 contains 58116 members 
Entering Unmasked Estep 
Score: -16176907.000000 Penalty: 3814.718506
	Iteration 10Q: 3 clusters Score -1.617691e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68710 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -16177704.000000 Penalty: 3814.718506
	Iteration 11Q: 3 clusters Score -1.61777e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 54992 members 
Entering Unmasked Estep 
Score: -16178439.000000 Penalty: 3814.718506
	Iteration 12Q: 3 clusters Score -1.617844e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71569 members 
Mstep: Class 2 contains 53622 members 
Entering Unmasked Estep 
Score: -16179101.000000 Penalty: 3814.718506
	Iteration 13Q: 3 clusters Score -1.61791e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73097 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -16179895.000000 Penalty: 3814.718506
	Iteration 14Q: 3 clusters Score -1.61799e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -16181059.000000 Penalty: 3814.718506
	Iteration 15Q: 3 clusters Score -1.618106e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76686 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -16182866.000000 Penalty: 3814.718506
	Iteration 16Q: 3 clusters Score -1.618287e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78901 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -16186450.000000 Penalty: 3814.718506
	Iteration 17Q: 3 clusters Score -1.618645e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80781 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -16191006.000000 Penalty: 3814.718506
	Iteration 18Q: 3 clusters Score -1.619101e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82369 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -16194469.000000 Penalty: 3814.718506
	Iteration 19Q: 3 clusters Score -1.619447e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83507 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -16196443.000000 Penalty: 3814.718506
	Iteration 20F: 3 clusters Score -1.619644e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84267 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -16197259.000000 Penalty: 3814.718506
	Iteration 21Q: 3 clusters Score -1.619726e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84762 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -16197660.000000 Penalty: 3814.718506
	Iteration 22Q: 3 clusters Score -1.619766e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85080 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -16197871.000000 Penalty: 3814.718506
	Iteration 23Q: 3 clusters Score -1.619787e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85277 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -16197858.000000 Penalty: 3814.718506
	Iteration 24Q: 3 clusters Score -1.619786e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85280 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -16197929.000000 Penalty: 3814.718506
	Iteration 25Q: 3 clusters Score -1.619793e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85267 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -16197829.000000 Penalty: 3814.718506
	Iteration 26Q: 3 clusters Score -1.619783e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -16197760.000000 Penalty: 3814.718506
	Iteration 27Q: 3 clusters Score -1.619776e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85130 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -16197697.000000 Penalty: 3814.718506
	Iteration 28Q: 3 clusters Score -1.61977e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84942 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -16197658.000000 Penalty: 3814.718506
	Iteration 29Q: 3 clusters Score -1.619766e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84700 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -16197595.000000 Penalty: 3814.718506
	Iteration 30Q: 3 clusters Score -1.61976e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84407 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -16197570.000000 Penalty: 3814.718506
	Iteration 31Q: 3 clusters Score -1.619757e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84033 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -16197487.000000 Penalty: 3814.718506
	Iteration 32Q: 3 clusters Score -1.619749e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83641 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -16197459.000000 Penalty: 3814.718506
	Iteration 33Q: 3 clusters Score -1.619746e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -16197442.000000 Penalty: 3814.718506
	Iteration 34Q: 3 clusters Score -1.619744e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82820 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -16197424.000000 Penalty: 3814.718506
	Iteration 35Q: 3 clusters Score -1.619742e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82414 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -16197364.000000 Penalty: 3814.718506
	Iteration 36Q: 3 clusters Score -1.619736e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82006 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -16197369.000000 Penalty: 3814.718506
	Iteration 37Q: 3 clusters Score -1.619737e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81637 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -16197332.000000 Penalty: 3814.718506
	Iteration 38Q: 3 clusters Score -1.619733e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81273 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -16197394.000000 Penalty: 3814.718506
	Iteration 39Q: 3 clusters Score -1.619739e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80929 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -16197425.000000 Penalty: 3814.718506
	Iteration 40F: 3 clusters Score -1.619742e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80411 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -16197434.000000 Penalty: 3814.718506
	Iteration 41Q: 3 clusters Score -1.619743e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79857 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -16197444.000000 Penalty: 3814.718506
	Iteration 42Q: 3 clusters Score -1.619744e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79227 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -16197533.000000 Penalty: 3814.718506
	Iteration 43Q: 3 clusters Score -1.619753e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78549 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -16197811.000000 Penalty: 3814.718506
	Iteration 44Q: 3 clusters Score -1.619781e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77861 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -16198228.000000 Penalty: 3814.718506
	Iteration 45Q: 3 clusters Score -1.619823e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77082 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -16198746.000000 Penalty: 3814.718506
	Iteration 46Q: 3 clusters Score -1.619875e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76333 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -16199016.000000 Penalty: 3814.718506
	Iteration 47Q: 3 clusters Score -1.619902e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75533 members 
Mstep: Class 2 contains 49658 members 
Entering Unmasked Estep 
Score: -16199247.000000 Penalty: 3814.718506
	Iteration 48Q: 3 clusters Score -1.619925e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74791 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -16199299.000000 Penalty: 3814.718506
	Iteration 49Q: 3 clusters Score -1.61993e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74128 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -16199330.000000 Penalty: 3814.718506
	Iteration 50Q: 3 clusters Score -1.619933e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73523 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -16199085.000000 Penalty: 3814.718506
	Iteration 51Q: 3 clusters Score -1.619908e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73026 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -16198815.000000 Penalty: 3814.718506
	Iteration 52Q: 3 clusters Score -1.619882e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72600 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -16198673.000000 Penalty: 3814.718506
	Iteration 53Q: 3 clusters Score -1.619867e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72281 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -16198513.000000 Penalty: 3814.718506
	Iteration 54Q: 3 clusters Score -1.619851e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71980 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -16198267.000000 Penalty: 3814.718506
	Iteration 55Q: 3 clusters Score -1.619827e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71759 members 
Mstep: Class 2 contains 53432 members 
Entering Unmasked Estep 
Score: -16198109.000000 Penalty: 3814.718506
	Iteration 56Q: 3 clusters Score -1.619811e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71598 members 
Mstep: Class 2 contains 53593 members 
Entering Unmasked Estep 
Score: -16197956.000000 Penalty: 3814.718506
	Iteration 57Q: 3 clusters Score -1.619796e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71465 members 
Mstep: Class 2 contains 53726 members 
Entering Unmasked Estep 
Score: -16197826.000000 Penalty: 3814.718506
	Iteration 58Q: 3 clusters Score -1.619783e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71368 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -16197722.000000 Penalty: 3814.718506
	Iteration 59Q: 3 clusters Score -1.619772e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71302 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -16197683.000000 Penalty: 3814.718506
	Iteration 60F: 3 clusters Score -1.619768e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71256 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -16197664.000000 Penalty: 3814.718506
	Iteration 61Q: 3 clusters Score -1.619766e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71227 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -16197667.000000 Penalty: 3814.718506
	Iteration 62Q: 3 clusters Score -1.619767e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 2 contains 53992 members 
Entering Unmasked Estep 
Score: -16197654.000000 Penalty: 3814.718506
	Iteration 63Q: 3 clusters Score -1.619765e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71186 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -16197648.000000 Penalty: 3814.718506
	Iteration 64Q: 3 clusters Score -1.619765e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -16197630.000000 Penalty: 3814.718506
	Iteration 65Q: 3 clusters Score -1.619763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71173 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -16197621.000000 Penalty: 3814.718506
	Iteration 66Q: 3 clusters Score -1.619762e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71169 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -16197631.000000 Penalty: 3814.718506
	Iteration 67Q: 3 clusters Score -1.619763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71162 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -16197622.000000 Penalty: 3814.718506
	Iteration 68Q: 3 clusters Score -1.619762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71156 members 
Mstep: Class 2 contains 54035 members 
Entering Unmasked Estep 
Score: -16197609.000000 Penalty: 3814.718506
	Iteration 69Q: 3 clusters Score -1.619761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71152 members 
Mstep: Class 2 contains 54039 members 
Entering Unmasked Estep 
Score: -16197595.000000 Penalty: 3814.718506
	Iteration 70Q: 3 clusters Score -1.61976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -16197584.000000 Penalty: 3814.718506
	Iteration 71Q: 3 clusters Score -1.619758e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71144 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -16197580.000000 Penalty: 3814.718506
	Iteration 72Q: 3 clusters Score -1.619758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71144 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -16197583.000000 Penalty: 3814.718506
	Iteration 73Q: 3 clusters Score -1.619758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -16197568.000000 Penalty: 3814.718506
	Iteration 74Q: 3 clusters Score -1.619757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71147 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -16197574.000000 Penalty: 3814.718506
	Iteration 75Q: 3 clusters Score -1.619757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71147 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -16197564.000000 Penalty: 3814.718506
	Iteration 76Q: 3 clusters Score -1.619756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -16197572.000000 Penalty: 3814.718506
	Iteration 77Q: 3 clusters Score -1.619757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71145 members 
Mstep: Class 2 contains 54046 members 
Entering Unmasked Estep 
Score: -16197571.000000 Penalty: 3814.718506
	Iteration 78Q: 3 clusters Score -1.619757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71144 members 
Mstep: Class 2 contains 54047 members 
Entering Unmasked Estep 
Score: -16197571.000000 Penalty: 3814.718506
	Iteration 79Q: 3 clusters Score -1.619757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71143 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -16197573.000000 Penalty: 3814.718506
	Iteration 80F: 3 clusters Score -1.619757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71141 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -16197573.000000 Penalty: 3814.718506
	Iteration 81Q: 3 clusters Score -1.619757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -16197572.000000 Penalty: 3814.718506
	Iteration 82Q: 3 clusters Score -1.619757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71140 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -16197579.000000 Penalty: 3814.718506
	Iteration 83Q: 3 clusters Score -1.619758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71141 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -16197584.000000 Penalty: 3814.718506
	Iteration 84Q: 3 clusters Score -1.619758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71141 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -16197572.000000 Penalty: 3814.718506
	Iteration 85Q: 3 clusters Score -1.619757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71139 members 
Mstep: Class 2 contains 54052 members 
Entering Unmasked Estep 
Score: -16197575.000000 Penalty: 3814.718506
	Iteration 86Q: 3 clusters Score -1.619758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71138 members 
Mstep: Class 2 contains 54053 members 
Entering Unmasked Estep 
Score: -16197572.000000 Penalty: 3814.718506
	Iteration 87Q: 3 clusters Score -1.619757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71138 members 
Mstep: Class 2 contains 54053 members 
Entering Unmasked Estep 
Score: -16197572.000000 Penalty: 3814.718506
	Iteration 88F: 3 clusters Score -1.619757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 71138 members 
Mstep: Class 3 contains 17284 members 
Mstep: Class 4 contains 54053 members 
Mstep: Class 7 contains 53317 members 
Mstep: Class 9 contains 6303 members 
Mstep: Class 10 contains 16589 members 
Mstep: Class 13 contains 101992 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 17 contains 97851 members 
Mstep: Class 19 contains 1003 members 
Entering Unmasked Estep 
Score: -53985792.000000 Penalty: 25258.732422
Splitting cluster 2 changes total score from -53972728.000000 to -53985792.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (17284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Entering Unmasked Estep 
Score: -2268581.500000 Penalty: 1585.599731
	Iteration 0F: 2 clusters Score -2268582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2256617.500000 Penalty: 3171.199463
	Iteration 0F: 3 clusters Score -2256618 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2260967.500000 Penalty: 3171.199463
	Iteration 1F: 3 clusters Score -2260968 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2261308.250000 Penalty: 3171.199463
	Iteration 2F: 3 clusters Score -2261308 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2261668.250000 Penalty: 3171.199463
	Iteration 3Q: 3 clusters Score -2261668 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2262086.500000 Penalty: 3171.199463
	Iteration 4Q: 3 clusters Score -2262086 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2262544.000000 Penalty: 3171.199463
	Iteration 5F: 3 clusters Score -2262544 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2263062.750000 Penalty: 3171.199463
	Iteration 6F: 3 clusters Score -2263063 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2263687.250000 Penalty: 3171.199463
	Iteration 7F: 3 clusters Score -2263687 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2264309.750000 Penalty: 3171.199463
	Iteration 8F: 3 clusters Score -2264310 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2264863.250000 Penalty: 3171.199463
	Iteration 9Q: 3 clusters Score -2264863 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2265331.250000 Penalty: 3171.199463
	Iteration 10Q: 3 clusters Score -2265331 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2265601.750000 Penalty: 3171.199463
	Iteration 11Q: 3 clusters Score -2265602 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2265779.750000 Penalty: 3171.199463
	Iteration 12Q: 3 clusters Score -2265780 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2265901.500000 Penalty: 3171.199463
	Iteration 13Q: 3 clusters Score -2265902 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2266017.250000 Penalty: 3171.199463
	Iteration 14Q: 3 clusters Score -2266017 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2266092.500000 Penalty: 3171.199463
	Iteration 15Q: 3 clusters Score -2266092 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2266167.500000 Penalty: 3171.199463
	Iteration 16Q: 3 clusters Score -2266168 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2266239.250000 Penalty: 3171.199463
	Iteration 17Q: 3 clusters Score -2266239 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2266310.500000 Penalty: 3171.199463
	Iteration 18Q: 3 clusters Score -2266310 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2266364.000000 Penalty: 3171.199463
	Iteration 19Q: 3 clusters Score -2266364 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2266428.000000 Penalty: 3171.199463
	Iteration 20F: 3 clusters Score -2266428 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -2266498.250000 Penalty: 3171.199463
	Iteration 21Q: 3 clusters Score -2266498 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2266556.000000 Penalty: 3171.199463
	Iteration 22Q: 3 clusters Score -2266556 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2266605.500000 Penalty: 3171.199463
	Iteration 23Q: 3 clusters Score -2266606 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2266645.250000 Penalty: 3171.199463
	Iteration 24Q: 3 clusters Score -2266645 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2266692.250000 Penalty: 3171.199463
	Iteration 25Q: 3 clusters Score -2266692 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2266741.250000 Penalty: 3171.199463
	Iteration 26Q: 3 clusters Score -2266741 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2266786.750000 Penalty: 3171.199463
	Iteration 27Q: 3 clusters Score -2266787 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2266829.250000 Penalty: 3171.199463
	Iteration 28Q: 3 clusters Score -2266829 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2266871.750000 Penalty: 3171.199463
	Iteration 29Q: 3 clusters Score -2266872 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2266903.750000 Penalty: 3171.199463
	Iteration 30Q: 3 clusters Score -2266904 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2266937.250000 Penalty: 3171.199463
	Iteration 31Q: 3 clusters Score -2266937 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2266978.750000 Penalty: 3171.199463
	Iteration 32Q: 3 clusters Score -2266979 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2267023.000000 Penalty: 3171.199463
	Iteration 33Q: 3 clusters Score -2267023 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2267063.500000 Penalty: 3171.199463
	Iteration 34Q: 3 clusters Score -2267064 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2267097.750000 Penalty: 3171.199463
	Iteration 35Q: 3 clusters Score -2267098 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2267132.000000 Penalty: 3171.199463
	Iteration 36Q: 3 clusters Score -2267132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2267156.500000 Penalty: 3171.199463
	Iteration 37Q: 3 clusters Score -2267156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2267171.250000 Penalty: 3171.199463
	Iteration 38Q: 3 clusters Score -2267171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2267186.750000 Penalty: 3171.199463
	Iteration 39Q: 3 clusters Score -2267187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2267190.750000 Penalty: 3171.199463
	Iteration 40F: 3 clusters Score -2267191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2267196.000000 Penalty: 3171.199463
	Iteration 41Q: 3 clusters Score -2267196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2267202.000000 Penalty: 3171.199463
	Iteration 42Q: 3 clusters Score -2267202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2267211.750000 Penalty: 3171.199463
	Iteration 43Q: 3 clusters Score -2267212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -2267212.000000 Penalty: 3171.199463
	Iteration 44Q: 3 clusters Score -2267212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2267214.750000 Penalty: 3171.199463
	Iteration 45Q: 3 clusters Score -2267215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2267218.500000 Penalty: 3171.199463
	Iteration 46Q: 3 clusters Score -2267218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2267215.500000 Penalty: 3171.199463
	Iteration 47Q: 3 clusters Score -2267216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2267216.500000 Penalty: 3171.199463
	Iteration 48Q: 3 clusters Score -2267216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2267216.750000 Penalty: 3171.199463
	Iteration 49Q: 3 clusters Score -2267217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2267215.250000 Penalty: 3171.199463
	Iteration 50Q: 3 clusters Score -2267215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2267215.250000 Penalty: 3171.199463
	Iteration 51F: 3 clusters Score -2267215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (53317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53317 members 
Entering Unmasked Estep 
Score: -6940414.500000 Penalty: 1768.651733
	Iteration 0F: 2 clusters Score -6940414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -6904817.500000 Penalty: 3537.303467
	Iteration 0F: 3 clusters Score -6904818 nChanged 25105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -6919017.500000 Penalty: 3537.303467
	Iteration 1F: 3 clusters Score -6919018 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -6919590.500000 Penalty: 3537.303467
	Iteration 2Q: 3 clusters Score -6919590 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -6920265.000000 Penalty: 3537.303467
	Iteration 3Q: 3 clusters Score -6920265 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -6921178.500000 Penalty: 3537.303467
	Iteration 4Q: 3 clusters Score -6921178 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -6922729.000000 Penalty: 3537.303467
	Iteration 5Q: 3 clusters Score -6922729 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -6925171.000000 Penalty: 3537.303467
	Iteration 6F: 3 clusters Score -6925171 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -6928259.500000 Penalty: 3537.303467
	Iteration 7F: 3 clusters Score -6928260 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -6930964.000000 Penalty: 3537.303467
	Iteration 8F: 3 clusters Score -6930964 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -6932500.000000 Penalty: 3537.303467
	Iteration 9F: 3 clusters Score -6932500 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -6933279.000000 Penalty: 3537.303467
	Iteration 10Q: 3 clusters Score -6933279 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6933853 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -6934387.500000 Penalty: 3537.303467
	Iteration 12Q: 3 clusters Score -6934388 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6934879 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -6935326.500000 Penalty: 3537.303467
	Iteration 14Q: 3 clusters Score -6935326 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -6935763.500000 Penalty: 3537.303467
	Iteration 15Q: 3 clusters Score -6935764 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -6936135.000000 Penalty: 3537.303467
	Iteration 16Q: 3 clusters Score -6936135 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -6936519.500000 Penalty: 3537.303467
	Iteration 17Q: 3 clusters Score -6936520 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6936798 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -6937054.000000 Penalty: 3537.303467
	Iteration 19Q: 3 clusters Score -6937054 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -6937237.500000 Penalty: 3537.303467
	Iteration 20F: 3 clusters Score -6937238 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -6937395.500000 Penalty: 3537.303467
	Iteration 21Q: 3 clusters Score -6937396 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -6937534.000000 Penalty: 3537.303467
	Iteration 22Q: 3 clusters Score -6937534 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -6937592.000000 Penalty: 3537.303467
	Iteration 23Q: 3 clusters Score -6937592 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -6937658.500000 Penalty: 3537.303467
	Iteration 24Q: 3 clusters Score -6937658 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -6937719.500000 Penalty: 3537.303467
	Iteration 25Q: 3 clusters Score -6937720 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -6937744.500000 Penalty: 3537.303467
	Iteration 26Q: 3 clusters Score -6937744 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -6937792.500000 Penalty: 3537.303467
	Iteration 27Q: 3 clusters Score -6937792 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6937820 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -6937866.500000 Penalty: 3537.303467
	Iteration 29Q: 3 clusters Score -6937866 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -6937919.000000 Penalty: 3537.303467
	Iteration 30Q: 3 clusters Score -6937919 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -6937963.000000 Penalty: 3537.303467
	Iteration 31Q: 3 clusters Score -6937963 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -6937979.000000 Penalty: 3537.303467
	Iteration 32Q: 3 clusters Score -6937979 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -6937986.500000 Penalty: 3537.303467
	Iteration 33Q: 3 clusters Score -6937986 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -6938021.500000 Penalty: 3537.303467
	Iteration 34Q: 3 clusters Score -6938022 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -6938058.000000 Penalty: 3537.303467
	Iteration 35Q: 3 clusters Score -6938058 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -6938080.500000 Penalty: 3537.303467
	Iteration 36Q: 3 clusters Score -6938080 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -6938106.000000 Penalty: 3537.303467
	Iteration 37Q: 3 clusters Score -6938106 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -6938126.500000 Penalty: 3537.303467
	Iteration 38Q: 3 clusters Score -6938126 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -6938173.500000 Penalty: 3537.303467
	Iteration 39Q: 3 clusters Score -6938174 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -6938195.500000 Penalty: 3537.303467
	Iteration 40F: 3 clusters Score -6938196 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6938196 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -6938210.500000 Penalty: 3537.303467
	Iteration 42Q: 3 clusters Score -6938210 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -6938201.500000 Penalty: 3537.303467
	Iteration 43Q: 3 clusters Score -6938202 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -6938236.500000 Penalty: 3537.303467
	Iteration 44Q: 3 clusters Score -6938236 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -6938269.000000 Penalty: 3537.303467
	Iteration 45Q: 3 clusters Score -6938269 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -6938263.500000 Penalty: 3537.303467
	Iteration 46Q: 3 clusters Score -6938264 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -6938273.500000 Penalty: 3537.303467
	Iteration 47Q: 3 clusters Score -6938274 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -6938286.000000 Penalty: 3537.303467
	Iteration 48Q: 3 clusters Score -6938286 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -6938293.000000 Penalty: 3537.303467
	Iteration 49Q: 3 clusters Score -6938293 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -6938297.500000 Penalty: 3537.303467
	Iteration 50Q: 3 clusters Score -6938298 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -6938313.500000 Penalty: 3537.303467
	Iteration 51Q: 3 clusters Score -6938314 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -6938314.000000 Penalty: 3537.303467
	Iteration 52Q: 3 clusters Score -6938314 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -6938311.000000 Penalty: 3537.303467
	Iteration 53Q: 3 clusters Score -6938311 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -6938323.000000 Penalty: 3537.303467
	Iteration 54Q: 3 clusters Score -6938323 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -6938327.000000 Penalty: 3537.303467
	Iteration 55Q: 3 clusters Score -6938327 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -6938338.500000 Penalty: 3537.303467
	Iteration 56Q: 3 clusters Score -6938338 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -6938337.500000 Penalty: 3537.303467
	Iteration 57Q: 3 clusters Score -6938338 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -6938342.000000 Penalty: 3537.303467
	Iteration 58Q: 3 clusters Score -6938342 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -6938374.000000 Penalty: 3537.303467
	Iteration 59Q: 3 clusters Score -6938374 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -6938392.500000 Penalty: 3537.303467
	Iteration 60F: 3 clusters Score -6938392 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -6938412.500000 Penalty: 3537.303467
	Iteration 61Q: 3 clusters Score -6938412 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -6938414.500000 Penalty: 3537.303467
	Iteration 62Q: 3 clusters Score -6938414 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -6938413.000000 Penalty: 3537.303467
	Iteration 63Q: 3 clusters Score -6938413 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -6938418.500000 Penalty: 3537.303467
	Iteration 64Q: 3 clusters Score -6938418 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -6938445.000000 Penalty: 3537.303467
	Iteration 65Q: 3 clusters Score -6938445 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -6938444.500000 Penalty: 3537.303467
	Iteration 66Q: 3 clusters Score -6938444 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -6938476.000000 Penalty: 3537.303467
	Iteration 67Q: 3 clusters Score -6938476 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -6938490.000000 Penalty: 3537.303467
	Iteration 68Q: 3 clusters Score -6938490 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -6938497.000000 Penalty: 3537.303467
	Iteration 69Q: 3 clusters Score -6938497 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -6938505.500000 Penalty: 3537.303467
	Iteration 70Q: 3 clusters Score -6938506 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -6938519.500000 Penalty: 3537.303467
	Iteration 71Q: 3 clusters Score -6938520 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -6938512.000000 Penalty: 3537.303467
	Iteration 72Q: 3 clusters Score -6938512 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -6938505.000000 Penalty: 3537.303467
	Iteration 73Q: 3 clusters Score -6938505 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -6938524.500000 Penalty: 3537.303467
	Iteration 74Q: 3 clusters Score -6938524 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -6938538.000000 Penalty: 3537.303467
	Iteration 75Q: 3 clusters Score -6938538 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -6938540.500000 Penalty: 3537.303467
	Iteration 76Q: 3 clusters Score -6938540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -6938542.000000 Penalty: 3537.303467
	Iteration 77Q: 3 clusters Score -6938542 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -6938553.000000 Penalty: 3537.303467
	Iteration 78Q: 3 clusters Score -6938553 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -6938543.500000 Penalty: 3537.303467
	Iteration 79Q: 3 clusters Score -6938544 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -6938543.500000 Penalty: 3537.303467
	Iteration 80F: 3 clusters Score -6938544 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -6938545.500000 Penalty: 3537.303467
	Iteration 81Q: 3 clusters Score -6938546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -6938561.500000 Penalty: 3537.303467
	Iteration 82Q: 3 clusters Score -6938562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -6938529.500000 Penalty: 3537.303467
	Iteration 83Q: 3 clusters Score -6938530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -6938523.000000 Penalty: 3537.303467
	Iteration 84Q: 3 clusters Score -6938523 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -6938519.000000 Penalty: 3537.303467
	Iteration 85Q: 3 clusters Score -6938519 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -6938521.000000 Penalty: 3537.303467
	Iteration 86Q: 3 clusters Score -6938521 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -6938537.000000 Penalty: 3537.303467
	Iteration 87Q: 3 clusters Score -6938537 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -6938545.000000 Penalty: 3537.303467
	Iteration 88Q: 3 clusters Score -6938545 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -6938551.000000 Penalty: 3537.303467
	Iteration 89Q: 3 clusters Score -6938551 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -6938568.500000 Penalty: 3537.303467
	Iteration 90Q: 3 clusters Score -6938568 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 47193 members 
Entering Unmasked Estep 
Score: -6938575.500000 Penalty: 3537.303467
	Iteration 91Q: 3 clusters Score -6938576 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -6938572.500000 Penalty: 3537.303467
	Iteration 92Q: 3 clusters Score -6938572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -6938591.000000 Penalty: 3537.303467
	Iteration 93Q: 3 clusters Score -6938591 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -6938587.500000 Penalty: 3537.303467
	Iteration 94Q: 3 clusters Score -6938588 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -6938600.500000 Penalty: 3537.303467
	Iteration 95Q: 3 clusters Score -6938600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -6938590.000000 Penalty: 3537.303467
	Iteration 96Q: 3 clusters Score -6938590 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -6938597.000000 Penalty: 3537.303467
	Iteration 97Q: 3 clusters Score -6938597 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -6938603.500000 Penalty: 3537.303467
	Iteration 98Q: 3 clusters Score -6938604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -6938606.000000 Penalty: 3537.303467
	Iteration 99Q: 3 clusters Score -6938606 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -6938620.500000 Penalty: 3537.303467
	Iteration 100F: 3 clusters Score -6938620 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -6938636.000000 Penalty: 3537.303467
	Iteration 101Q: 3 clusters Score -6938636 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -6938632.500000 Penalty: 3537.303467
	Iteration 102Q: 3 clusters Score -6938632 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -6938640.000000 Penalty: 3537.303467
	Iteration 103Q: 3 clusters Score -6938640 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -6938629.000000 Penalty: 3537.303467
	Iteration 104Q: 3 clusters Score -6938629 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -6938628.500000 Penalty: 3537.303467
	Iteration 105Q: 3 clusters Score -6938628 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -6938625.500000 Penalty: 3537.303467
	Iteration 106Q: 3 clusters Score -6938626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -6938633.000000 Penalty: 3537.303467
	Iteration 107Q: 3 clusters Score -6938633 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -6938646.500000 Penalty: 3537.303467
	Iteration 108Q: 3 clusters Score -6938646 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 48029 members 
Entering Unmasked Estep 
Score: -6938643.500000 Penalty: 3537.303467
	Iteration 109Q: 3 clusters Score -6938644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -6938635.000000 Penalty: 3537.303467
	Iteration 110Q: 3 clusters Score -6938635 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -6938632.500000 Penalty: 3537.303467
	Iteration 111Q: 3 clusters Score -6938632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -6938654.000000 Penalty: 3537.303467
	Iteration 112Q: 3 clusters Score -6938654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -6938650.000000 Penalty: 3537.303467
	Iteration 113Q: 3 clusters Score -6938650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -6938636.500000 Penalty: 3537.303467
	Iteration 114Q: 3 clusters Score -6938636 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -6938668.000000 Penalty: 3537.303467
	Iteration 115Q: 3 clusters Score -6938668 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -6938667.000000 Penalty: 3537.303467
	Iteration 116Q: 3 clusters Score -6938667 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -6938683.000000 Penalty: 3537.303467
	Iteration 117Q: 3 clusters Score -6938683 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 48543 members 
Entering Unmasked Estep 
Score: -6938683.000000 Penalty: 3537.303467
	Iteration 118Q: 3 clusters Score -6938683 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -6938687.000000 Penalty: 3537.303467
	Iteration 119Q: 3 clusters Score -6938687 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -6938700.500000 Penalty: 3537.303467
	Iteration 120F: 3 clusters Score -6938700 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -6938722.000000 Penalty: 3537.303467
	Iteration 121Q: 3 clusters Score -6938722 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -6938729.500000 Penalty: 3537.303467
	Iteration 122Q: 3 clusters Score -6938730 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -6938740.500000 Penalty: 3537.303467
	Iteration 123Q: 3 clusters Score -6938740 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -6938746.500000 Penalty: 3537.303467
	Iteration 124Q: 3 clusters Score -6938746 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -6938762.500000 Penalty: 3537.303467
	Iteration 125Q: 3 clusters Score -6938762 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -6938783.500000 Penalty: 3537.303467
	Iteration 126Q: 3 clusters Score -6938784 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -6938798.500000 Penalty: 3537.303467
	Iteration 127Q: 3 clusters Score -6938798 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -6938806.500000 Penalty: 3537.303467
	Iteration 128Q: 3 clusters Score -6938806 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -6938825.000000 Penalty: 3537.303467
	Iteration 129Q: 3 clusters Score -6938825 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -6938844.000000 Penalty: 3537.303467
	Iteration 130Q: 3 clusters Score -6938844 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -6938852.000000 Penalty: 3537.303467
	Iteration 131Q: 3 clusters Score -6938852 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -6938858.500000 Penalty: 3537.303467
	Iteration 132Q: 3 clusters Score -6938858 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -6938879.500000 Penalty: 3537.303467
	Iteration 133Q: 3 clusters Score -6938880 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -6938885.500000 Penalty: 3537.303467
	Iteration 134Q: 3 clusters Score -6938886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -6938891.500000 Penalty: 3537.303467
	Iteration 135Q: 3 clusters Score -6938892 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -6938892.000000 Penalty: 3537.303467
	Iteration 136Q: 3 clusters Score -6938892 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -6938903.500000 Penalty: 3537.303467
	Iteration 137Q: 3 clusters Score -6938904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -6938911.500000 Penalty: 3537.303467
	Iteration 138Q: 3 clusters Score -6938912 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -6938917.000000 Penalty: 3537.303467
	Iteration 139Q: 3 clusters Score -6938917 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -6938915.500000 Penalty: 3537.303467
	Iteration 140F: 3 clusters Score -6938916 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -6938926.000000 Penalty: 3537.303467
	Iteration 141Q: 3 clusters Score -6938926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 50053 members 
Entering Unmasked Estep 
Score: -6938924.500000 Penalty: 3537.303467
	Iteration 142Q: 3 clusters Score -6938924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -6938943.000000 Penalty: 3537.303467
	Iteration 143Q: 3 clusters Score -6938943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -6938945.000000 Penalty: 3537.303467
	Iteration 144Q: 3 clusters Score -6938945 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -6938943.500000 Penalty: 3537.303467
	Iteration 145Q: 3 clusters Score -6938944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 50151 members 
Entering Unmasked Estep 
Score: -6938948.500000 Penalty: 3537.303467
	Iteration 146Q: 3 clusters Score -6938948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -6938951.000000 Penalty: 3537.303467
	Iteration 147Q: 3 clusters Score -6938951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -6938956.500000 Penalty: 3537.303467
	Iteration 148Q: 3 clusters Score -6938956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -6938956.000000 Penalty: 3537.303467
	Iteration 149Q: 3 clusters Score -6938956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -6938958.500000 Penalty: 3537.303467
	Iteration 150Q: 3 clusters Score -6938958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -6938956.000000 Penalty: 3537.303467
	Iteration 151Q: 3 clusters Score -6938956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -6938958.000000 Penalty: 3537.303467
	Iteration 152Q: 3 clusters Score -6938958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -6938961.000000 Penalty: 3537.303467
	Iteration 153Q: 3 clusters Score -6938961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -6938956.500000 Penalty: 3537.303467
	Iteration 154Q: 3 clusters Score -6938956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -6938957.500000 Penalty: 3537.303467
	Iteration 155Q: 3 clusters Score -6938958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -6938965.000000 Penalty: 3537.303467
	Iteration 156Q: 3 clusters Score -6938965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -6938959.000000 Penalty: 3537.303467
	Iteration 157Q: 3 clusters Score -6938959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 50280 members 
Entering Unmasked Estep 
Score: -6938953.000000 Penalty: 3537.303467
	Iteration 158Q: 3 clusters Score -6938953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -6938953.500000 Penalty: 3537.303467
	Iteration 159Q: 3 clusters Score -6938954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 50298 members 
Entering Unmasked Estep 
Score: -6938948.000000 Penalty: 3537.303467
	Iteration 160F: 3 clusters Score -6938948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -6938949.500000 Penalty: 3537.303467
	Iteration 161Q: 3 clusters Score -6938950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -6938954.000000 Penalty: 3537.303467
	Iteration 162Q: 3 clusters Score -6938954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -6938960.000000 Penalty: 3537.303467
	Iteration 163Q: 3 clusters Score -6938960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 50346 members 
Entering Unmasked Estep 
Score: -6938961.000000 Penalty: 3537.303467
	Iteration 164Q: 3 clusters Score -6938961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -6938974.000000 Penalty: 3537.303467
	Iteration 165Q: 3 clusters Score -6938974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -6938975.500000 Penalty: 3537.303467
	Iteration 166Q: 3 clusters Score -6938976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -6938972.000000 Penalty: 3537.303467
	Iteration 167Q: 3 clusters Score -6938972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -6938972.000000 Penalty: 3537.303467
	Iteration 168Q: 3 clusters Score -6938972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -6938974.000000 Penalty: 3537.303467
	Iteration 169Q: 3 clusters Score -6938974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -6938975.500000 Penalty: 3537.303467
	Iteration 170Q: 3 clusters Score -6938976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -6938965.500000 Penalty: 3537.303467
	Iteration 171Q: 3 clusters Score -6938966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -6938963.000000 Penalty: 3537.303467
	Iteration 172Q: 3 clusters Score -6938963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -6938964.000000 Penalty: 3537.303467
	Iteration 173Q: 3 clusters Score -6938964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -6938970.000000 Penalty: 3537.303467
	Iteration 174Q: 3 clusters Score -6938970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -6938967.000000 Penalty: 3537.303467
	Iteration 175Q: 3 clusters Score -6938967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -6938961.000000 Penalty: 3537.303467
	Iteration 176Q: 3 clusters Score -6938961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -6938962.500000 Penalty: 3537.303467
	Iteration 177Q: 3 clusters Score -6938962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
Score: -6938962.500000 Penalty: 3537.303467
	Iteration 178Q: 3 clusters Score -6938962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -6938964.000000 Penalty: 3537.303467
	Iteration 179Q: 3 clusters Score -6938964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -6938965.500000 Penalty: 3537.303467
	Iteration 180F: 3 clusters Score -6938966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -6938970.500000 Penalty: 3537.303467
	Iteration 181Q: 3 clusters Score -6938970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -6938964.000000 Penalty: 3537.303467
	Iteration 182Q: 3 clusters Score -6938964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -6938964.000000 Penalty: 3537.303467
	Iteration 183Q: 3 clusters Score -6938964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -6938965.000000 Penalty: 3537.303467
	Iteration 184Q: 3 clusters Score -6938965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -6938962.000000 Penalty: 3537.303467
	Iteration 185Q: 3 clusters Score -6938962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 50525 members 
Entering Unmasked Estep 
Score: -6938967.000000 Penalty: 3537.303467
	Iteration 186Q: 3 clusters Score -6938967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -6938963.500000 Penalty: 3537.303467
	Iteration 187Q: 3 clusters Score -6938964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 50528 members 
Entering Unmasked Estep 
Score: -6938967.000000 Penalty: 3537.303467
	Iteration 188Q: 3 clusters Score -6938967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 50528 members 
Entering Unmasked Estep 
Score: -6938967.000000 Penalty: 3537.303467
	Iteration 189F: 3 clusters Score -6938967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Entering Unmasked Estep 
Score: -827789.125000 Penalty: 1421.677002
	Iteration 0F: 2 clusters Score -827789.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -823019.437500 Penalty: 2843.354004
	Iteration 0F: 3 clusters Score -823019.4 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -824387.625000 Penalty: 2843.354004
	Iteration 1F: 3 clusters Score -824387.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -824542.375000 Penalty: 2843.354004
	Iteration 2F: 3 clusters Score -824542.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -824651.687500 Penalty: 2843.354004
	Iteration 3Q: 3 clusters Score -824651.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -824741.750000 Penalty: 2843.354004
	Iteration 4Q: 3 clusters Score -824741.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -824819.125000 Penalty: 2843.354004
	Iteration 5Q: 3 clusters Score -824819.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -824879.062500 Penalty: 2843.354004
	Iteration 6Q: 3 clusters Score -824879.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -824933.437500 Penalty: 2843.354004
	Iteration 7Q: 3 clusters Score -824933.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -824981.250000 Penalty: 2843.354004
	Iteration 8Q: 3 clusters Score -824981.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -825038.000000 Penalty: 2843.354004
	Iteration 9Q: 3 clusters Score -825038 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -825108.750000 Penalty: 2843.354004
	Iteration 10Q: 3 clusters Score -825108.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -825185.375000 Penalty: 2843.354004
	Iteration 11Q: 3 clusters Score -825185.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -825272.187500 Penalty: 2843.354004
	Iteration 12Q: 3 clusters Score -825272.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -825365.000000 Penalty: 2843.354004
	Iteration 13Q: 3 clusters Score -825365 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -825459.937500 Penalty: 2843.354004
	Iteration 14Q: 3 clusters Score -825459.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -825573.750000 Penalty: 2843.354004
	Iteration 15Q: 3 clusters Score -825573.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -825703.312500 Penalty: 2843.354004
	Iteration 16Q: 3 clusters Score -825703.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -825851.187500 Penalty: 2843.354004
	Iteration 17Q: 3 clusters Score -825851.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -825998.312500 Penalty: 2843.354004
	Iteration 18Q: 3 clusters Score -825998.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -826136.250000 Penalty: 2843.354004
	Iteration 19Q: 3 clusters Score -826136.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -826257.812500 Penalty: 2843.354004
	Iteration 20F: 3 clusters Score -826257.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -826347.937500 Penalty: 2843.354004
	Iteration 21Q: 3 clusters Score -826347.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -826410.875000 Penalty: 2843.354004
	Iteration 22Q: 3 clusters Score -826410.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -826452.687500 Penalty: 2843.354004
	Iteration 23Q: 3 clusters Score -826452.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -826489.125000 Penalty: 2843.354004
	Iteration 24Q: 3 clusters Score -826489.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -826526.625000 Penalty: 2843.354004
	Iteration 25Q: 3 clusters Score -826526.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -826553.375000 Penalty: 2843.354004
	Iteration 26Q: 3 clusters Score -826553.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -826571.937500 Penalty: 2843.354004
	Iteration 27Q: 3 clusters Score -826571.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -826584.562500 Penalty: 2843.354004
	Iteration 28Q: 3 clusters Score -826584.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -826592.375000 Penalty: 2843.354004
	Iteration 29Q: 3 clusters Score -826592.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -826597.500000 Penalty: 2843.354004
	Iteration 30Q: 3 clusters Score -826597.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -826599.875000 Penalty: 2843.354004
	Iteration 31Q: 3 clusters Score -826599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -826599.750000 Penalty: 2843.354004
	Iteration 32Q: 3 clusters Score -826599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -826602.125000 Penalty: 2843.354004
	Iteration 33Q: 3 clusters Score -826602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -826602.000000 Penalty: 2843.354004
	Iteration 34Q: 3 clusters Score -826602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -826602.000000 Penalty: 2843.354004
	Iteration 35F: 3 clusters Score -826602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Entering Unmasked Estep 
Score: -2081113.875000 Penalty: 1578.930542
	Iteration 0F: 2 clusters Score -2081114 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 8256 members 
Entering Unmasked Estep 
Score: -2069679.000000 Penalty: 3157.861084
	Iteration 0F: 3 clusters Score -2069679 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2074058.375000 Penalty: 3157.861084
	Iteration 1F: 3 clusters Score -2074058 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2075235.375000 Penalty: 3157.861084
	Iteration 2F: 3 clusters Score -2075235 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2077086.750000 Penalty: 3157.861084
	Iteration 3F: 3 clusters Score -2077087 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2079129.125000 Penalty: 3157.861084
	Iteration 4F: 3 clusters Score -2079129 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2080401.125000 Penalty: 3157.861084
	Iteration 5F: 3 clusters Score -2080401 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2080949.250000 Penalty: 3157.861084
	Iteration 6F: 3 clusters Score -2080949 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2081181.250000 Penalty: 3157.861084
	Iteration 7Q: 3 clusters Score -2081181 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2081307.750000 Penalty: 3157.861084
	Iteration 8Q: 3 clusters Score -2081308 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2081385.750000 Penalty: 3157.861084
	Iteration 9Q: 3 clusters Score -2081386 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2081457.000000 Penalty: 3157.861084
	Iteration 10Q: 3 clusters Score -2081457 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2081521.875000 Penalty: 3157.861084
	Iteration 11Q: 3 clusters Score -2081522 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2081579.500000 Penalty: 3157.861084
	Iteration 12Q: 3 clusters Score -2081580 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2081632.250000 Penalty: 3157.861084
	Iteration 13Q: 3 clusters Score -2081632 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2081665.375000 Penalty: 3157.861084
	Iteration 14Q: 3 clusters Score -2081665 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2081695.750000 Penalty: 3157.861084
	Iteration 15Q: 3 clusters Score -2081696 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2081715.875000 Penalty: 3157.861084
	Iteration 16Q: 3 clusters Score -2081716 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2081737.625000 Penalty: 3157.861084
	Iteration 17Q: 3 clusters Score -2081738 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2081752.250000 Penalty: 3157.861084
	Iteration 18Q: 3 clusters Score -2081752 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2081765.125000 Penalty: 3157.861084
	Iteration 19Q: 3 clusters Score -2081765 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2081776.875000 Penalty: 3157.861084
	Iteration 20F: 3 clusters Score -2081777 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2081784.125000 Penalty: 3157.861084
	Iteration 21Q: 3 clusters Score -2081784 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2081788.625000 Penalty: 3157.861084
	Iteration 22Q: 3 clusters Score -2081789 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2081796.875000 Penalty: 3157.861084
	Iteration 23Q: 3 clusters Score -2081797 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2081801.000000 Penalty: 3157.861084
	Iteration 24Q: 3 clusters Score -2081801 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2081807.500000 Penalty: 3157.861084
	Iteration 25Q: 3 clusters Score -2081808 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2081810.375000 Penalty: 3157.861084
	Iteration 26Q: 3 clusters Score -2081810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2081816.750000 Penalty: 3157.861084
	Iteration 27Q: 3 clusters Score -2081817 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2081816.375000 Penalty: 3157.861084
	Iteration 28Q: 3 clusters Score -2081816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2081813.125000 Penalty: 3157.861084
	Iteration 29Q: 3 clusters Score -2081813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2081819.125000 Penalty: 3157.861084
	Iteration 30Q: 3 clusters Score -2081819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2081827.375000 Penalty: 3157.861084
	Iteration 31Q: 3 clusters Score -2081827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2081830.500000 Penalty: 3157.861084
	Iteration 32Q: 3 clusters Score -2081830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2081831.000000 Penalty: 3157.861084
	Iteration 33Q: 3 clusters Score -2081831 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2081833.375000 Penalty: 3157.861084
	Iteration 34Q: 3 clusters Score -2081833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2081834.875000 Penalty: 3157.861084
	Iteration 35Q: 3 clusters Score -2081835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2081844.000000 Penalty: 3157.861084
	Iteration 36Q: 3 clusters Score -2081844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2081844.875000 Penalty: 3157.861084
	Iteration 37Q: 3 clusters Score -2081845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2081843.750000 Penalty: 3157.861084
	Iteration 38Q: 3 clusters Score -2081844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2081840.750000 Penalty: 3157.861084
	Iteration 39Q: 3 clusters Score -2081841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2081844.375000 Penalty: 3157.861084
	Iteration 40F: 3 clusters Score -2081844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2081843.750000 Penalty: 3157.861084
	Iteration 41Q: 3 clusters Score -2081844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2081842.250000 Penalty: 3157.861084
	Iteration 42Q: 3 clusters Score -2081842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2081842.250000 Penalty: 3157.861084
	Iteration 43Q: 3 clusters Score -2081842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2081841.125000 Penalty: 3157.861084
	Iteration 44Q: 3 clusters Score -2081841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2081846.000000 Penalty: 3157.861084
	Iteration 45Q: 3 clusters Score -2081846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2081846.250000 Penalty: 3157.861084
	Iteration 46Q: 3 clusters Score -2081846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2081848.500000 Penalty: 3157.861084
	Iteration 47Q: 3 clusters Score -2081848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2081849.000000 Penalty: 3157.861084
	Iteration 48Q: 3 clusters Score -2081849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2081849.000000 Penalty: 3157.861084
	Iteration 49F: 3 clusters Score -2081849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 71138 members 
Mstep: Class 3 contains 17284 members 
Mstep: Class 4 contains 54053 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 7 contains 53317 members 
Mstep: Class 9 contains 6303 members 
Mstep: Class 10 contains 8964 members 
Mstep: Class 13 contains 101992 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 17 contains 97851 members 
Mstep: Class 19 contains 1003 members 
Entering Unmasked Estep 
Score: -53986332.000000 Penalty: 27363.626953
Splitting cluster 10 changes total score from -53972728.000000 to -53986332.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 13 (101992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101992 members 
Entering Unmasked Estep 
Score: -13341057.000000 Penalty: 1874.055664
	Iteration 0F: 2 clusters Score -1.334106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -13285685.000000 Penalty: 3748.111328
	Iteration 0F: 3 clusters Score -1.328568e+07 nChanged 48920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -13314167.000000 Penalty: 3748.111328
	Iteration 1F: 3 clusters Score -1.331417e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -13314893.000000 Penalty: 3748.111328
	Iteration 2Q: 3 clusters Score -1.331489e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -13315976.000000 Penalty: 3748.111328
	Iteration 3Q: 3 clusters Score -1.331598e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -13317293.000000 Penalty: 3748.111328
	Iteration 4Q: 3 clusters Score -1.331729e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -13319081.000000 Penalty: 3748.111328
	Iteration 5Q: 3 clusters Score -1.331908e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -13321752.000000 Penalty: 3748.111328
	Iteration 6Q: 3 clusters Score -1.332175e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
Score: -13325452.000000 Penalty: 3748.111328
	Iteration 7F: 3 clusters Score -1.332545e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -13329954.000000 Penalty: 3748.111328
	Iteration 8F: 3 clusters Score -1.332995e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -13332973.000000 Penalty: 3748.111328
	Iteration 9F: 3 clusters Score -1.333297e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52175 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -13334288.000000 Penalty: 3748.111328
	Iteration 10Q: 3 clusters Score -1.333429e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -13334538.000000 Penalty: 3748.111328
	Iteration 11Q: 3 clusters Score -1.333454e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -13334634.000000 Penalty: 3748.111328
	Iteration 12Q: 3 clusters Score -1.333463e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -13334440.000000 Penalty: 3748.111328
	Iteration 13Q: 3 clusters Score -1.333444e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60281 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -13334183.000000 Penalty: 3748.111328
	Iteration 14Q: 3 clusters Score -1.333418e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -13333838.000000 Penalty: 3748.111328
	Iteration 15Q: 3 clusters Score -1.333384e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -13333496.000000 Penalty: 3748.111328
	Iteration 16Q: 3 clusters Score -1.33335e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67225 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -13333013.000000 Penalty: 3748.111328
	Iteration 17Q: 3 clusters Score -1.333301e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68818 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -13332683.000000 Penalty: 3748.111328
	Iteration 18Q: 3 clusters Score -1.333268e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70043 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -13332303.000000 Penalty: 3748.111328
	Iteration 19Q: 3 clusters Score -1.33323e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70870 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -13332032.000000 Penalty: 3748.111328
	Iteration 20F: 3 clusters Score -1.333203e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71405 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -13331734.000000 Penalty: 3748.111328
	Iteration 21Q: 3 clusters Score -1.333173e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71729 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -13331497.000000 Penalty: 3748.111328
	Iteration 22Q: 3 clusters Score -1.33315e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71891 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -13331264.000000 Penalty: 3748.111328
	Iteration 23Q: 3 clusters Score -1.333126e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71884 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -13331135.000000 Penalty: 3748.111328
	Iteration 24Q: 3 clusters Score -1.333114e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71661 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -13331154.000000 Penalty: 3748.111328
	Iteration 25Q: 3 clusters Score -1.333115e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71313 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -13331084.000000 Penalty: 3748.111328
	Iteration 26Q: 3 clusters Score -1.333108e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70811 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -13331050.000000 Penalty: 3748.111328
	Iteration 27Q: 3 clusters Score -1.333105e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70136 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -13331038.000000 Penalty: 3748.111328
	Iteration 28Q: 3 clusters Score -1.333104e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69369 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -13331059.000000 Penalty: 3748.111328
	Iteration 29Q: 3 clusters Score -1.333106e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -13331228.000000 Penalty: 3748.111328
	Iteration 30Q: 3 clusters Score -1.333123e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67334 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -13331327.000000 Penalty: 3748.111328
	Iteration 31Q: 3 clusters Score -1.333133e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66165 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -13331569.000000 Penalty: 3748.111328
	Iteration 32Q: 3 clusters Score -1.333157e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64923 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -13331761.000000 Penalty: 3748.111328
	Iteration 33Q: 3 clusters Score -1.333176e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63573 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -13332038.000000 Penalty: 3748.111328
	Iteration 34Q: 3 clusters Score -1.333204e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -13332378.000000 Penalty: 3748.111328
	Iteration 35Q: 3 clusters Score -1.333238e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -13332750.000000 Penalty: 3748.111328
	Iteration 36Q: 3 clusters Score -1.333275e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59427 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -13333006.000000 Penalty: 3748.111328
	Iteration 37Q: 3 clusters Score -1.333301e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -13333167.000000 Penalty: 3748.111328
	Iteration 38Q: 3 clusters Score -1.333317e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
Score: -13333371.000000 Penalty: 3748.111328
	Iteration 39Q: 3 clusters Score -1.333337e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -13333432.000000 Penalty: 3748.111328
	Iteration 40F: 3 clusters Score -1.333343e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -13333616.000000 Penalty: 3748.111328
	Iteration 41Q: 3 clusters Score -1.333362e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53395 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -13333730.000000 Penalty: 3748.111328
	Iteration 42Q: 3 clusters Score -1.333373e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -13333747.000000 Penalty: 3748.111328
	Iteration 43Q: 3 clusters Score -1.333375e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -13333874.000000 Penalty: 3748.111328
	Iteration 44Q: 3 clusters Score -1.333387e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -13333910.000000 Penalty: 3748.111328
	Iteration 45Q: 3 clusters Score -1.333391e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -13334065.000000 Penalty: 3748.111328
	Iteration 46Q: 3 clusters Score -1.333406e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -13334040.000000 Penalty: 3748.111328
	Iteration 47Q: 3 clusters Score -1.333404e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 59194 members 
Entering Unmasked Estep 
Score: -13333906.000000 Penalty: 3748.111328
	Iteration 48Q: 3 clusters Score -1.333391e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 61715 members 
Entering Unmasked Estep 
Score: -13333729.000000 Penalty: 3748.111328
	Iteration 49Q: 3 clusters Score -1.333373e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -13333535.000000 Penalty: 3748.111328
	Iteration 50Q: 3 clusters Score -1.333354e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 68269 members 
Entering Unmasked Estep 
Score: -13333434.000000 Penalty: 3748.111328
	Iteration 51Q: 3 clusters Score -1.333343e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 72096 members 
Entering Unmasked Estep 
Score: -13333051.000000 Penalty: 3748.111328
	Iteration 52Q: 3 clusters Score -1.333305e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 75681 members 
Entering Unmasked Estep 
Score: -13332766.000000 Penalty: 3748.111328
	Iteration 53Q: 3 clusters Score -1.333277e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 78713 members 
Entering Unmasked Estep 
Score: -13332270.000000 Penalty: 3748.111328
	Iteration 54Q: 3 clusters Score -1.333227e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 81129 members 
Entering Unmasked Estep 
Score: -13331775.000000 Penalty: 3748.111328
	Iteration 55Q: 3 clusters Score -1.333178e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -13331256.000000 Penalty: 3748.111328
	Iteration 56Q: 3 clusters Score -1.333126e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 84391 members 
Entering Unmasked Estep 
Score: -13330867.000000 Penalty: 3748.111328
	Iteration 57Q: 3 clusters Score -1.333087e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 85446 members 
Entering Unmasked Estep 
Score: -13330553.000000 Penalty: 3748.111328
	Iteration 58Q: 3 clusters Score -1.333055e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 86290 members 
Entering Unmasked Estep 
Score: -13330415.000000 Penalty: 3748.111328
	Iteration 59Q: 3 clusters Score -1.333042e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 87030 members 
Entering Unmasked Estep 
Score: -13332253.000000 Penalty: 3748.111328
	Iteration 60F: 3 clusters Score -1.333225e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 89124 members 
Entering Unmasked Estep 
Score: -13332573.000000 Penalty: 3748.111328
	Iteration 61Q: 3 clusters Score -1.333257e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 90585 members 
Entering Unmasked Estep 
Score: -13332617.000000 Penalty: 3748.111328
	Iteration 62Q: 3 clusters Score -1.333262e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 91705 members 
Entering Unmasked Estep 
Score: -13332588.000000 Penalty: 3748.111328
	Iteration 63Q: 3 clusters Score -1.333259e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 92555 members 
Entering Unmasked Estep 
Score: -13333019.000000 Penalty: 3748.111328
	Iteration 64Q: 3 clusters Score -1.333302e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 93235 members 
Entering Unmasked Estep 
Score: -13333441.000000 Penalty: 3748.111328
	Iteration 65Q: 3 clusters Score -1.333344e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 93793 members 
Entering Unmasked Estep 
Score: -13333911.000000 Penalty: 3748.111328
	Iteration 66Q: 3 clusters Score -1.333391e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 94292 members 
Entering Unmasked Estep 
Score: -13334274.000000 Penalty: 3748.111328
	Iteration 67Q: 3 clusters Score -1.333427e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 94756 members 
Entering Unmasked Estep 
Score: -13334678.000000 Penalty: 3748.111328
	Iteration 68Q: 3 clusters Score -1.333468e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 95151 members 
Entering Unmasked Estep 
Score: -13335020.000000 Penalty: 3748.111328
	Iteration 69Q: 3 clusters Score -1.333502e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 95475 members 
Entering Unmasked Estep 
Score: -13335234.000000 Penalty: 3748.111328
	Iteration 70Q: 3 clusters Score -1.333523e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 95831 members 
Entering Unmasked Estep 
Score: -13335548.000000 Penalty: 3748.111328
	Iteration 71Q: 3 clusters Score -1.333555e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 96128 members 
Entering Unmasked Estep 
Score: -13335853.000000 Penalty: 3748.111328
	Iteration 72Q: 3 clusters Score -1.333585e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 96417 members 
Entering Unmasked Estep 
Score: -13336118.000000 Penalty: 3748.111328
	Iteration 73Q: 3 clusters Score -1.333612e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 96676 members 
Entering Unmasked Estep 
Score: -13336365.000000 Penalty: 3748.111328
	Iteration 74Q: 3 clusters Score -1.333636e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 96920 members 
Entering Unmasked Estep 
Score: -13336589.000000 Penalty: 3748.111328
	Iteration 75Q: 3 clusters Score -1.333659e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 97121 members 
Entering Unmasked Estep 
Score: -13336757.000000 Penalty: 3748.111328
	Iteration 76Q: 3 clusters Score -1.333676e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 97309 members 
Entering Unmasked Estep 
Score: -13336909.000000 Penalty: 3748.111328
	Iteration 77Q: 3 clusters Score -1.333691e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 97465 members 
Entering Unmasked Estep 
Score: -13337049.000000 Penalty: 3748.111328
	Iteration 78Q: 3 clusters Score -1.333705e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 97612 members 
Entering Unmasked Estep 
Score: -13337102.000000 Penalty: 3748.111328
	Iteration 79Q: 3 clusters Score -1.33371e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 97739 members 
Entering Unmasked Estep 
Score: -13337249.000000 Penalty: 3748.111328
	Iteration 80F: 3 clusters Score -1.333725e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 97806 members 
Entering Unmasked Estep 
Score: -13337251.000000 Penalty: 3748.111328
	Iteration 81Q: 3 clusters Score -1.333725e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 97870 members 
Entering Unmasked Estep 
Score: -13337298.000000 Penalty: 3748.111328
	Iteration 82Q: 3 clusters Score -1.33373e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 97941 members 
Entering Unmasked Estep 
Score: -13337341.000000 Penalty: 3748.111328
	Iteration 83Q: 3 clusters Score -1.333734e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 98009 members 
Entering Unmasked Estep 
Score: -13337369.000000 Penalty: 3748.111328
	Iteration 84Q: 3 clusters Score -1.333737e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 98074 members 
Entering Unmasked Estep 
Score: -13337435.000000 Penalty: 3748.111328
	Iteration 85Q: 3 clusters Score -1.333744e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 98140 members 
Entering Unmasked Estep 
Score: -13337448.000000 Penalty: 3748.111328
	Iteration 86Q: 3 clusters Score -1.333745e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 98200 members 
Entering Unmasked Estep 
Score: -13337508.000000 Penalty: 3748.111328
	Iteration 87Q: 3 clusters Score -1.333751e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 98265 members 
Entering Unmasked Estep 
Score: -13337565.000000 Penalty: 3748.111328
	Iteration 88Q: 3 clusters Score -1.333756e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 98318 members 
Entering Unmasked Estep 
Score: -13337569.000000 Penalty: 3748.111328
	Iteration 89Q: 3 clusters Score -1.333757e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 98384 members 
Entering Unmasked Estep 
Score: -13337610.000000 Penalty: 3748.111328
	Iteration 90Q: 3 clusters Score -1.333761e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 98446 members 
Entering Unmasked Estep 
Score: -13337623.000000 Penalty: 3748.111328
	Iteration 91Q: 3 clusters Score -1.333762e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 98507 members 
Entering Unmasked Estep 
Score: -13337657.000000 Penalty: 3748.111328
	Iteration 92Q: 3 clusters Score -1.333766e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 98571 members 
Entering Unmasked Estep 
Score: -13337706.000000 Penalty: 3748.111328
	Iteration 93Q: 3 clusters Score -1.333771e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 98617 members 
Entering Unmasked Estep 
Score: -13337730.000000 Penalty: 3748.111328
	Iteration 94Q: 3 clusters Score -1.333773e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 98654 members 
Entering Unmasked Estep 
Score: -13337776.000000 Penalty: 3748.111328
	Iteration 95Q: 3 clusters Score -1.333778e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 98689 members 
Entering Unmasked Estep 
Score: -13337821.000000 Penalty: 3748.111328
	Iteration 96Q: 3 clusters Score -1.333782e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 98710 members 
Entering Unmasked Estep 
Score: -13337835.000000 Penalty: 3748.111328
	Iteration 97Q: 3 clusters Score -1.333784e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 98733 members 
Entering Unmasked Estep 
Score: -13337874.000000 Penalty: 3748.111328
	Iteration 98Q: 3 clusters Score -1.333787e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 98749 members 
Entering Unmasked Estep 
Score: -13337883.000000 Penalty: 3748.111328
	Iteration 99Q: 3 clusters Score -1.333788e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 98778 members 
Entering Unmasked Estep 
Score: -13337893.000000 Penalty: 3748.111328
	Iteration 100F: 3 clusters Score -1.333789e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 98802 members 
Entering Unmasked Estep 
Score: -13337902.000000 Penalty: 3748.111328
	Iteration 101Q: 3 clusters Score -1.33379e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 98823 members 
Entering Unmasked Estep 
Score: -13337918.000000 Penalty: 3748.111328
	Iteration 102Q: 3 clusters Score -1.333792e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 98851 members 
Entering Unmasked Estep 
Score: -13337951.000000 Penalty: 3748.111328
	Iteration 103Q: 3 clusters Score -1.333795e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 98873 members 
Entering Unmasked Estep 
Score: -13337951.000000 Penalty: 3748.111328
	Iteration 104Q: 3 clusters Score -1.333795e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 98904 members 
Entering Unmasked Estep 
Score: -13337947.000000 Penalty: 3748.111328
	Iteration 105Q: 3 clusters Score -1.333795e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 98944 members 
Entering Unmasked Estep 
Score: -13337946.000000 Penalty: 3748.111328
	Iteration 106Q: 3 clusters Score -1.333795e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 98985 members 
Entering Unmasked Estep 
Score: -13337984.000000 Penalty: 3748.111328
	Iteration 107Q: 3 clusters Score -1.333798e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 99028 members 
Entering Unmasked Estep 
Score: -13338012.000000 Penalty: 3748.111328
	Iteration 108Q: 3 clusters Score -1.333801e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 99077 members 
Entering Unmasked Estep 
Score: -13338053.000000 Penalty: 3748.111328
	Iteration 109Q: 3 clusters Score -1.333805e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 99127 members 
Entering Unmasked Estep 
Score: -13338120.000000 Penalty: 3748.111328
	Iteration 110Q: 3 clusters Score -1.333812e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 99162 members 
Entering Unmasked Estep 
Score: -13338153.000000 Penalty: 3748.111328
	Iteration 111Q: 3 clusters Score -1.333815e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 99204 members 
Entering Unmasked Estep 
Score: -13338189.000000 Penalty: 3748.111328
	Iteration 112Q: 3 clusters Score -1.333819e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 99248 members 
Entering Unmasked Estep 
Score: -13338234.000000 Penalty: 3748.111328
	Iteration 113Q: 3 clusters Score -1.333823e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 99269 members 
Entering Unmasked Estep 
Score: -13338241.000000 Penalty: 3748.111328
	Iteration 114Q: 3 clusters Score -1.333824e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 99288 members 
Entering Unmasked Estep 
Score: -13338258.000000 Penalty: 3748.111328
	Iteration 115Q: 3 clusters Score -1.333826e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 99307 members 
Entering Unmasked Estep 
Score: -13338254.000000 Penalty: 3748.111328
	Iteration 116Q: 3 clusters Score -1.333825e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 99316 members 
Entering Unmasked Estep 
Score: -13338278.000000 Penalty: 3748.111328
	Iteration 117Q: 3 clusters Score -1.333828e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 99322 members 
Entering Unmasked Estep 
Score: -13338273.000000 Penalty: 3748.111328
	Iteration 118Q: 3 clusters Score -1.333827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 99321 members 
Entering Unmasked Estep 
Score: -13338273.000000 Penalty: 3748.111328
	Iteration 119Q: 3 clusters Score -1.333827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 99322 members 
Entering Unmasked Estep 
Score: -13338276.000000 Penalty: 3748.111328
	Iteration 120F: 3 clusters Score -1.333828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 99325 members 
Entering Unmasked Estep 
Score: -13338277.000000 Penalty: 3748.111328
	Iteration 121Q: 3 clusters Score -1.333828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 99328 members 
Entering Unmasked Estep 
Score: -13338287.000000 Penalty: 3748.111328
	Iteration 122Q: 3 clusters Score -1.333829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 99331 members 
Entering Unmasked Estep 
Score: -13338281.000000 Penalty: 3748.111328
	Iteration 123Q: 3 clusters Score -1.333828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 99334 members 
Entering Unmasked Estep 
Score: -13338281.000000 Penalty: 3748.111328
	Iteration 124Q: 3 clusters Score -1.333828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 99338 members 
Entering Unmasked Estep 
Score: -13338284.000000 Penalty: 3748.111328
	Iteration 125Q: 3 clusters Score -1.333828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 99339 members 
Entering Unmasked Estep 
Score: -13338289.000000 Penalty: 3748.111328
	Iteration 126Q: 3 clusters Score -1.333829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 99339 members 
Entering Unmasked Estep 
Score: -13338282.000000 Penalty: 3748.111328
	Iteration 127Q: 3 clusters Score -1.333828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 99342 members 
Entering Unmasked Estep 
Score: -13338271.000000 Penalty: 3748.111328
	Iteration 128Q: 3 clusters Score -1.333827e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 99349 members 
Entering Unmasked Estep 
Score: -13338271.000000 Penalty: 3748.111328
	Iteration 129Q: 3 clusters Score -1.333827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 99354 members 
Entering Unmasked Estep 
Score: -13338277.000000 Penalty: 3748.111328
	Iteration 130Q: 3 clusters Score -1.333828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 99361 members 
Entering Unmasked Estep 
Score: -13338282.000000 Penalty: 3748.111328
	Iteration 131Q: 3 clusters Score -1.333828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 99369 members 
Entering Unmasked Estep 
Score: -13338298.000000 Penalty: 3748.111328
	Iteration 132Q: 3 clusters Score -1.33383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 99376 members 
Entering Unmasked Estep 
Score: -13338295.000000 Penalty: 3748.111328
	Iteration 133Q: 3 clusters Score -1.33383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 99379 members 
Entering Unmasked Estep 
Score: -13338288.000000 Penalty: 3748.111328
	Iteration 134Q: 3 clusters Score -1.333829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 99382 members 
Entering Unmasked Estep 
Score: -13338296.000000 Penalty: 3748.111328
	Iteration 135Q: 3 clusters Score -1.33383e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 99382 members 
Entering Unmasked Estep 
Score: -13338296.000000 Penalty: 3748.111328
	Iteration 136F: 3 clusters Score -1.33383e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Entering Unmasked Estep 
Score: -74778.203125 Penalty: 1118.229248
	Iteration 0F: 2 clusters Score -74778.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -73997.421875 Penalty: 2236.458496
	Iteration 0F: 3 clusters Score -73997.42 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76059.406250 Penalty: 2236.458496
	Iteration 1F: 3 clusters Score -76059.41 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -77200.679688 Penalty: 2236.458496
	Iteration 2F: 3 clusters Score -77200.68 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -77876.359375 Penalty: 2236.458496
	Iteration 3F: 3 clusters Score -77876.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -78053.421875 Penalty: 2236.458496
	Iteration 4Q: 3 clusters Score -78053.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78135.554688 Penalty: 2236.458496
	Iteration 5Q: 3 clusters Score -78135.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -78165.226562 Penalty: 2236.458496
	Iteration 6Q: 3 clusters Score -78165.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -78178.132812 Penalty: 2236.458496
	Iteration 7Q: 3 clusters Score -78178.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -78180.054688 Penalty: 2236.458496
	Iteration 8Q: 3 clusters Score -78180.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -78180.054688 Penalty: 2236.458496
	Iteration 9F: 3 clusters Score -78180.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 71138 members 
Mstep: Class 3 contains 17284 members 
Mstep: Class 4 contains 54053 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 53317 members 
Mstep: Class 9 contains 6303 members 
Mstep: Class 10 contains 8964 members 
Mstep: Class 13 contains 101992 members 
Mstep: Class 14 contains 656 members 
Mstep: Class 15 contains 751 members 
Mstep: Class 17 contains 97851 members 
Mstep: Class 19 contains 1003 members 
Entering Unmasked Estep 
Score: -53988720.000000 Penalty: 29468.521484
Splitting cluster 14 changes total score from -53972728.000000 to -53988720.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 15 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -81705.250000 Penalty: 1075.978394
	Iteration 0F: 2 clusters Score -81705.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -80467.406250 Penalty: 2151.956787
	Iteration 0F: 3 clusters Score -80467.41 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80726.484375 Penalty: 2151.956787
	Iteration 1F: 3 clusters Score -80726.48 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -80893.890625 Penalty: 2151.956787
	Iteration 2F: 3 clusters Score -80893.89 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -81190.460938 Penalty: 2151.956787
	Iteration 3F: 3 clusters Score -81190.46 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -81420.890625 Penalty: 2151.956787
	Iteration 4F: 3 clusters Score -81420.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -81546.281250 Penalty: 2151.956787
	Iteration 5F: 3 clusters Score -81546.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -81632.546875 Penalty: 2151.956787
	Iteration 6Q: 3 clusters Score -81632.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -81692.929688 Penalty: 2151.956787
	Iteration 7Q: 3 clusters Score -81692.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -81739.632812 Penalty: 2151.956787
	Iteration 8Q: 3 clusters Score -81739.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -81778.304688 Penalty: 2151.956787
	Iteration 9Q: 3 clusters Score -81778.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -81795.140625 Penalty: 2151.956787
	Iteration 10Q: 3 clusters Score -81795.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -81804.968750 Penalty: 2151.956787
	Iteration 11Q: 3 clusters Score -81804.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -81811.500000 Penalty: 2151.956787
	Iteration 12Q: 3 clusters Score -81811.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -81819.484375 Penalty: 2151.956787
	Iteration 13Q: 3 clusters Score -81819.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -81829.890625 Penalty: 2151.956787
	Iteration 14Q: 3 clusters Score -81829.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -81837.000000 Penalty: 2151.956787
	Iteration 15Q: 3 clusters Score -81837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -81840.000000 Penalty: 2151.956787
	Iteration 16Q: 3 clusters Score -81840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -81845.492188 Penalty: 2151.956787
	Iteration 17Q: 3 clusters Score -81845.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -81852.414062 Penalty: 2151.956787
	Iteration 18Q: 3 clusters Score -81852.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -81864.023438 Penalty: 2151.956787
	Iteration 19Q: 3 clusters Score -81864.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -81877.351562 Penalty: 2151.956787
	Iteration 20F: 3 clusters Score -81877.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 71138 members 
Mstep: Class 3 contains 17284 members 
Mstep: Class 4 contains 54053 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 53317 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 6303 members 
Mstep: Class 10 contains 8964 members 
Mstep: Class 13 contains 101992 members 
Mstep: Class 14 contains 656 members 
Mstep: Class 15 contains 361 members 
Mstep: Class 17 contains 97851 members 
Mstep: Class 19 contains 1003 members 
Entering Unmasked Estep 
Score: -53987876.000000 Penalty: 31573.416016
Splitting cluster 15 changes total score from -53972728.000000 to -53987876.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 17 (97851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97851 members 
Entering Unmasked Estep 
Score: -12689513.000000 Penalty: 1867.320190
	Iteration 0F: 2 clusters Score -1.268951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -12630201.000000 Penalty: 3734.640381
	Iteration 0F: 3 clusters Score -1.26302e+07 nChanged 46919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -12657508.000000 Penalty: 3734.640381
	Iteration 1F: 3 clusters Score -1.265751e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -12658405.000000 Penalty: 3734.640381
	Iteration 2Q: 3 clusters Score -1.26584e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -12659618.000000 Penalty: 3734.640381
	Iteration 3Q: 3 clusters Score -1.265962e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -12661187.000000 Penalty: 3734.640381
	Iteration 4Q: 3 clusters Score -1.266119e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -12663537.000000 Penalty: 3734.640381
	Iteration 5Q: 3 clusters Score -1.266354e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -12667021.000000 Penalty: 3734.640381
	Iteration 6F: 3 clusters Score -1.266702e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -12671649.000000 Penalty: 3734.640381
	Iteration 7F: 3 clusters Score -1.267165e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -12676221.000000 Penalty: 3734.640381
	Iteration 8F: 3 clusters Score -1.267622e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -12678815.000000 Penalty: 3734.640381
	Iteration 9F: 3 clusters Score -1.267882e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -12679795.000000 Penalty: 3734.640381
	Iteration 10Q: 3 clusters Score -1.26798e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -12680247.000000 Penalty: 3734.640381
	Iteration 11Q: 3 clusters Score -1.268025e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 50894 members 
Entering Unmasked Estep 
Score: -12680615.000000 Penalty: 3734.640381
	Iteration 12Q: 3 clusters Score -1.268062e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 51367 members 
Entering Unmasked Estep 
Score: -12680942.000000 Penalty: 3734.640381
	Iteration 13Q: 3 clusters Score -1.268094e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 51892 members 
Entering Unmasked Estep 
Score: -12681323.000000 Penalty: 3734.640381
	Iteration 14Q: 3 clusters Score -1.268132e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 52465 members 
Entering Unmasked Estep 
Score: -12681711.000000 Penalty: 3734.640381
	Iteration 15Q: 3 clusters Score -1.268171e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 53040 members 
Entering Unmasked Estep 
Score: -12682067.000000 Penalty: 3734.640381
	Iteration 16Q: 3 clusters Score -1.268207e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -12682403.000000 Penalty: 3734.640381
	Iteration 17Q: 3 clusters Score -1.26824e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -12682817.000000 Penalty: 3734.640381
	Iteration 18Q: 3 clusters Score -1.268282e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 54983 members 
Entering Unmasked Estep 
Score: -12683266.000000 Penalty: 3734.640381
	Iteration 19Q: 3 clusters Score -1.268327e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -12683717.000000 Penalty: 3734.640381
	Iteration 20F: 3 clusters Score -1.268372e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 56378 members 
Entering Unmasked Estep 
Score: -12684108.000000 Penalty: 3734.640381
	Iteration 21Q: 3 clusters Score -1.268411e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -12684601.000000 Penalty: 3734.640381
	Iteration 22Q: 3 clusters Score -1.26846e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
Score: -12684906.000000 Penalty: 3734.640381
	Iteration 23Q: 3 clusters Score -1.268491e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 58363 members 
Entering Unmasked Estep 
Score: -12685196.000000 Penalty: 3734.640381
	Iteration 24Q: 3 clusters Score -1.26852e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 58965 members 
Entering Unmasked Estep 
Score: -12685392.000000 Penalty: 3734.640381
	Iteration 25Q: 3 clusters Score -1.268539e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
Score: -12685693.000000 Penalty: 3734.640381
	Iteration 26Q: 3 clusters Score -1.268569e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 60265 members 
Entering Unmasked Estep 
Score: -12685944.000000 Penalty: 3734.640381
	Iteration 27Q: 3 clusters Score -1.268594e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 60887 members 
Entering Unmasked Estep 
Score: -12686157.000000 Penalty: 3734.640381
	Iteration 28Q: 3 clusters Score -1.268616e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 61488 members 
Entering Unmasked Estep 
Score: -12686240.000000 Penalty: 3734.640381
	Iteration 29Q: 3 clusters Score -1.268624e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 62125 members 
Entering Unmasked Estep 
Score: -12686418.000000 Penalty: 3734.640381
	Iteration 30Q: 3 clusters Score -1.268642e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 62732 members 
Entering Unmasked Estep 
Score: -12686530.000000 Penalty: 3734.640381
	Iteration 31Q: 3 clusters Score -1.268653e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 63297 members 
Entering Unmasked Estep 
Score: -12686625.000000 Penalty: 3734.640381
	Iteration 32Q: 3 clusters Score -1.268662e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -12686735.000000 Penalty: 3734.640381
	Iteration 33Q: 3 clusters Score -1.268674e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 64247 members 
Entering Unmasked Estep 
Score: -12686830.000000 Penalty: 3734.640381
	Iteration 34Q: 3 clusters Score -1.268683e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 64646 members 
Entering Unmasked Estep 
Score: -12686865.000000 Penalty: 3734.640381
	Iteration 35Q: 3 clusters Score -1.268686e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 65048 members 
Entering Unmasked Estep 
Score: -12686880.000000 Penalty: 3734.640381
	Iteration 36Q: 3 clusters Score -1.268688e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 65449 members 
Entering Unmasked Estep 
Score: -12686865.000000 Penalty: 3734.640381
	Iteration 37Q: 3 clusters Score -1.268686e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 65825 members 
Entering Unmasked Estep 
Score: -12686915.000000 Penalty: 3734.640381
	Iteration 38Q: 3 clusters Score -1.268692e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 66165 members 
Entering Unmasked Estep 
Score: -12686950.000000 Penalty: 3734.640381
	Iteration 39Q: 3 clusters Score -1.268695e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 66496 members 
Entering Unmasked Estep 
Score: -12687012.000000 Penalty: 3734.640381
	Iteration 40F: 3 clusters Score -1.268701e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 66823 members 
Entering Unmasked Estep 
Score: -12686975.000000 Penalty: 3734.640381
	Iteration 41Q: 3 clusters Score -1.268698e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 67110 members 
Entering Unmasked Estep 
Score: -12687008.000000 Penalty: 3734.640381
	Iteration 42Q: 3 clusters Score -1.268701e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -12687059.000000 Penalty: 3734.640381
	Iteration 43Q: 3 clusters Score -1.268706e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 67672 members 
Entering Unmasked Estep 
Score: -12687022.000000 Penalty: 3734.640381
	Iteration 44Q: 3 clusters Score -1.268702e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 67933 members 
Entering Unmasked Estep 
Score: -12687012.000000 Penalty: 3734.640381
	Iteration 45Q: 3 clusters Score -1.268701e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 68174 members 
Entering Unmasked Estep 
Score: -12687015.000000 Penalty: 3734.640381
	Iteration 46Q: 3 clusters Score -1.268702e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -12687070.000000 Penalty: 3734.640381
	Iteration 47Q: 3 clusters Score -1.268707e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 68602 members 
Entering Unmasked Estep 
Score: -12687065.000000 Penalty: 3734.640381
	Iteration 48Q: 3 clusters Score -1.268706e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
Score: -12687049.000000 Penalty: 3734.640381
	Iteration 49Q: 3 clusters Score -1.268705e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 68972 members 
Entering Unmasked Estep 
Score: -12687046.000000 Penalty: 3734.640381
	Iteration 50Q: 3 clusters Score -1.268705e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 69124 members 
Entering Unmasked Estep 
Score: -12687070.000000 Penalty: 3734.640381
	Iteration 51Q: 3 clusters Score -1.268707e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
Score: -12687065.000000 Penalty: 3734.640381
	Iteration 52Q: 3 clusters Score -1.268706e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 69375 members 
Entering Unmasked Estep 
Score: -12687061.000000 Penalty: 3734.640381
	Iteration 53Q: 3 clusters Score -1.268706e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 69505 members 
Entering Unmasked Estep 
Score: -12687062.000000 Penalty: 3734.640381
	Iteration 54Q: 3 clusters Score -1.268706e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 69627 members 
Entering Unmasked Estep 
Score: -12687072.000000 Penalty: 3734.640381
	Iteration 55Q: 3 clusters Score -1.268707e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 69741 members 
Entering Unmasked Estep 
Score: -12687061.000000 Penalty: 3734.640381
	Iteration 56Q: 3 clusters Score -1.268706e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 69858 members 
Entering Unmasked Estep 
Score: -12687041.000000 Penalty: 3734.640381
	Iteration 57Q: 3 clusters Score -1.268704e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 69955 members 
Entering Unmasked Estep 
Score: -12687073.000000 Penalty: 3734.640381
	Iteration 58Q: 3 clusters Score -1.268707e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 70045 members 
Entering Unmasked Estep 
Score: -12687047.000000 Penalty: 3734.640381
	Iteration 59Q: 3 clusters Score -1.268705e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 70122 members 
Entering Unmasked Estep 
Score: -12687047.000000 Penalty: 3734.640381
	Iteration 60F: 3 clusters Score -1.268705e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 70205 members 
Entering Unmasked Estep 
Score: -12687049.000000 Penalty: 3734.640381
	Iteration 61Q: 3 clusters Score -1.268705e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 70270 members 
Entering Unmasked Estep 
Score: -12687002.000000 Penalty: 3734.640381
	Iteration 62Q: 3 clusters Score -1.2687e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 70329 members 
Entering Unmasked Estep 
Score: -12686990.000000 Penalty: 3734.640381
	Iteration 63Q: 3 clusters Score -1.268699e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 70364 members 
Entering Unmasked Estep 
Score: -12686972.000000 Penalty: 3734.640381
	Iteration 64Q: 3 clusters Score -1.268697e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 70394 members 
Entering Unmasked Estep 
Score: -12686967.000000 Penalty: 3734.640381
	Iteration 65Q: 3 clusters Score -1.268697e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 70421 members 
Entering Unmasked Estep 
Score: -12686962.000000 Penalty: 3734.640381
	Iteration 66Q: 3 clusters Score -1.268696e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 70440 members 
Entering Unmasked Estep 
Score: -12686971.000000 Penalty: 3734.640381
	Iteration 67Q: 3 clusters Score -1.268697e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 70453 members 
Entering Unmasked Estep 
Score: -12686961.000000 Penalty: 3734.640381
	Iteration 68Q: 3 clusters Score -1.268696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 70472 members 
Entering Unmasked Estep 
Score: -12686950.000000 Penalty: 3734.640381
	Iteration 69Q: 3 clusters Score -1.268695e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 70488 members 
Entering Unmasked Estep 
Score: -12686962.000000 Penalty: 3734.640381
	Iteration 70Q: 3 clusters Score -1.268696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 70501 members 
Entering Unmasked Estep 
Score: -12686953.000000 Penalty: 3734.640381
	Iteration 71Q: 3 clusters Score -1.268695e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 70516 members 
Entering Unmasked Estep 
Score: -12686954.000000 Penalty: 3734.640381
	Iteration 72Q: 3 clusters Score -1.268695e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 70532 members 
Entering Unmasked Estep 
Score: -12686954.000000 Penalty: 3734.640381
	Iteration 73Q: 3 clusters Score -1.268695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 70542 members 
Entering Unmasked Estep 
Score: -12686966.000000 Penalty: 3734.640381
	Iteration 74Q: 3 clusters Score -1.268697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 70549 members 
Entering Unmasked Estep 
Score: -12686978.000000 Penalty: 3734.640381
	Iteration 75Q: 3 clusters Score -1.268698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 70551 members 
Entering Unmasked Estep 
Score: -12686980.000000 Penalty: 3734.640381
	Iteration 76Q: 3 clusters Score -1.268698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 70551 members 
Entering Unmasked Estep 
Score: -12686980.000000 Penalty: 3734.640381
	Iteration 77F: 3 clusters Score -1.268698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Entering Unmasked Estep 
Score: -127337.968750 Penalty: 1122.997070
	Iteration 0F: 2 clusters Score -127338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -125923.117188 Penalty: 2245.994141
	Iteration 0F: 3 clusters Score -125923.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -126139.625000 Penalty: 2245.994141
	Iteration 1F: 3 clusters Score -126139.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -126239.570312 Penalty: 2245.994141
	Iteration 2F: 3 clusters Score -126239.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -126368.867188 Penalty: 2245.994141
	Iteration 3F: 3 clusters Score -126368.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -126517.906250 Penalty: 2245.994141
	Iteration 4F: 3 clusters Score -126517.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -126638.335938 Penalty: 2245.994141
	Iteration 5F: 3 clusters Score -126638.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -126719.007812 Penalty: 2245.994141
	Iteration 6Q: 3 clusters Score -126719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -126765.320312 Penalty: 2245.994141
	Iteration 7Q: 3 clusters Score -126765.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -126798.242188 Penalty: 2245.994141
	Iteration 8Q: 3 clusters Score -126798.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -126822.445312 Penalty: 2245.994141
	Iteration 9Q: 3 clusters Score -126822.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -126840.515625 Penalty: 2245.994141
	Iteration 10Q: 3 clusters Score -126840.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -126862.531250 Penalty: 2245.994141
	Iteration 11Q: 3 clusters Score -126862.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -126895.976562 Penalty: 2245.994141
	Iteration 12Q: 3 clusters Score -126896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -126920.796875 Penalty: 2245.994141
	Iteration 13Q: 3 clusters Score -126920.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -126951.007812 Penalty: 2245.994141
	Iteration 14Q: 3 clusters Score -126951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -126978.664062 Penalty: 2245.994141
	Iteration 15Q: 3 clusters Score -126978.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -126994.656250 Penalty: 2245.994141
	Iteration 16Q: 3 clusters Score -126994.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -127011.679688 Penalty: 2245.994141
	Iteration 17Q: 3 clusters Score -127011.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -127030.609375 Penalty: 2245.994141
	Iteration 18Q: 3 clusters Score -127030.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -127053.195312 Penalty: 2245.994141
	Iteration 19Q: 3 clusters Score -127053.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -127089.351562 Penalty: 2245.994141
	Iteration 20F: 3 clusters Score -127089.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -127136.718750 Penalty: 2245.994141
	Iteration 21Q: 3 clusters Score -127136.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -127203.078125 Penalty: 2245.994141
	Iteration 22Q: 3 clusters Score -127203.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -127286.054688 Penalty: 2245.994141
	Iteration 23Q: 3 clusters Score -127286.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -127357.757812 Penalty: 2245.994141
	Iteration 24Q: 3 clusters Score -127357.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -127441.468750 Penalty: 2245.994141
	Iteration 25Q: 3 clusters Score -127441.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -127575.156250 Penalty: 2245.994141
	Iteration 26Q: 3 clusters Score -127575.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -127727.375000 Penalty: 2245.994141
	Iteration 27Q: 3 clusters Score -127727.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -128032.101562 Penalty: 2245.994141
	Iteration 28Q: 3 clusters Score -128032.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -128480.632812 Penalty: 2245.994141
	Iteration 29Q: 3 clusters Score -128480.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -129590.843750 Penalty: 2245.994141
	Iteration 30Q: 3 clusters Score -129590.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -130054.453125 Penalty: 2245.994141
	Iteration 31Q: 3 clusters Score -130054.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -130054.453125 Penalty: 2245.994141
	Iteration 32F: 3 clusters Score -130054.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 71138 members 
Mstep: Class 3 contains 17284 members 
Mstep: Class 4 contains 54053 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 6 contains 318 members 
Mstep: Class 7 contains 53317 members 
Mstep: Class 8 contains 390 members 
Mstep: Class 9 contains 6303 members 
Mstep: Class 10 contains 8964 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 13 contains 101992 members 
Mstep: Class 14 contains 656 members 
Mstep: Class 15 contains 361 members 
Mstep: Class 17 contains 97851 members 
Mstep: Class 19 contains 858 members 
Entering Unmasked Estep 
Score: -53989600.000000 Penalty: 33678.312500
Splitting cluster 19 changes total score from -53972728.000000 to -53989600.000000
So it's getting split into cluster 11.
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 71138 members 
Mstep: Class 3 contains 17284 members 
Mstep: Class 7 contains 53317 members 
Mstep: Class 9 contains 6303 members 
Mstep: Class 10 contains 8964 members 
Mstep: Class 13 contains 101992 members 
Mstep: Class 14 contains 656 members 
Mstep: Class 15 contains 361 members 
Mstep: Class 17 contains 97851 members 
Mstep: Class 19 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53999004.000000 Penalty: 33678.312500
Iteration 39Q: 17 clusters Score -5.3999e+07 nChanged 15648
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 69807 members 
Mstep: Class 3 contains 17378 members 
Mstep: Class 4 contains 58699 members 
Mstep: Class 5 contains 7970 members 
Mstep: Class 6 contains 317 members 
Mstep: Class 7 contains 52973 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 9 contains 6335 members 
Mstep: Class 10 contains 8495 members 
Mstep: Class 11 contains 173 members 
Mstep: Class 13 contains 100841 members 
Mstep: Class 14 contains 682 members 
Mstep: Class 15 contains 353 members 
Mstep: Class 17 contains 95877 members 
Mstep: Class 19 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010028.000000 Penalty: 33678.312500
Iteration 40F: 17 clusters Score -5.401003e+07 nChanged 17566
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 69684 members 
Mstep: Class 3 contains 16993 members 
Mstep: Class 4 contains 68795 members 
Mstep: Class 5 contains 8594 members 
Mstep: Class 6 contains 375 members 
Mstep: Class 7 contains 51216 members 
Mstep: Class 8 contains 560 members 
Mstep: Class 9 contains 6295 members 
Mstep: Class 10 contains 8162 members 
Mstep: Class 11 contains 319 members 
Mstep: Class 13 contains 98257 members 
Mstep: Class 14 contains 719 members 
Mstep: Class 15 contains 393 members 
Mstep: Class 17 contains 90178 members 
Mstep: Class 19 contains 851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54007216.000000 Penalty: 33678.312500
Iteration 41Q: 17 clusters Score -5.400722e+07 nChanged 15135
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 72113 members 
Mstep: Class 3 contains 16815 members 
Mstep: Class 4 contains 74557 members 
Mstep: Class 5 contains 9330 members 
Mstep: Class 6 contains 370 members 
Mstep: Class 7 contains 50020 members 
Mstep: Class 8 contains 590 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 10 contains 7969 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 96222 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 427 members 
Mstep: Class 17 contains 84675 members 
Mstep: Class 19 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54003644.000000 Penalty: 33678.312500
Iteration 42Q: 17 clusters Score -5.400364e+07 nChanged 11388
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 75048 members 
Mstep: Class 3 contains 16725 members 
Mstep: Class 4 contains 77308 members 
Mstep: Class 5 contains 10021 members 
Mstep: Class 6 contains 363 members 
Mstep: Class 7 contains 49311 members 
Mstep: Class 8 contains 624 members 
Mstep: Class 9 contains 6544 members 
Mstep: Class 10 contains 7856 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 94502 members 
Mstep: Class 14 contains 782 members 
Mstep: Class 15 contains 462 members 
Mstep: Class 17 contains 80726 members 
Mstep: Class 19 contains 844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54002968.000000 Penalty: 33678.312500
Iteration 43Q: 17 clusters Score -5.400297e+07 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 78123 members 
Mstep: Class 3 contains 16714 members 
Mstep: Class 4 contains 78778 members 
Mstep: Class 5 contains 10553 members 
Mstep: Class 6 contains 358 members 
Mstep: Class 7 contains 48776 members 
Mstep: Class 8 contains 649 members 
Mstep: Class 9 contains 6700 members 
Mstep: Class 10 contains 7808 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 92999 members 
Mstep: Class 14 contains 808 members 
Mstep: Class 15 contains 483 members 
Mstep: Class 17 contains 77543 members 
Mstep: Class 19 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54003320.000000 Penalty: 33678.312500
Iteration 44Q: 17 clusters Score -5.400332e+07 nChanged 8287
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 81435 members 
Mstep: Class 3 contains 16695 members 
Mstep: Class 4 contains 79582 members 
Mstep: Class 5 contains 10974 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 48225 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 6873 members 
Mstep: Class 10 contains 7803 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 91535 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 497 members 
Mstep: Class 17 contains 74838 members 
Mstep: Class 19 contains 839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54004180.000000 Penalty: 33678.312500
Iteration 45Q: 17 clusters Score -5.400418e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 84975 members 
Mstep: Class 3 contains 16658 members 
Mstep: Class 4 contains 79880 members 
Mstep: Class 5 contains 11300 members 
Mstep: Class 6 contains 355 members 
Mstep: Class 7 contains 47708 members 
Mstep: Class 8 contains 681 members 
Mstep: Class 9 contains 7091 members 
Mstep: Class 10 contains 7853 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 90061 members 
Mstep: Class 14 contains 830 members 
Mstep: Class 15 contains 504 members 
Mstep: Class 17 contains 72404 members 
Mstep: Class 19 contains 842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54005836.000000 Penalty: 33678.312500
Iteration 46Q: 17 clusters Score -5.400584e+07 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 88648 members 
Mstep: Class 3 contains 16612 members 
Mstep: Class 4 contains 79720 members 
Mstep: Class 5 contains 11580 members 
Mstep: Class 6 contains 357 members 
Mstep: Class 7 contains 47133 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 7323 members 
Mstep: Class 10 contains 7900 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 88760 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 17 contains 70219 members 
Mstep: Class 19 contains 840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54007444.000000 Penalty: 33678.312500
Iteration 47Q: 17 clusters Score -5.400744e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 92434 members 
Mstep: Class 3 contains 16557 members 
Mstep: Class 4 contains 79167 members 
Mstep: Class 5 contains 11780 members 
Mstep: Class 6 contains 358 members 
Mstep: Class 7 contains 46560 members 
Mstep: Class 8 contains 716 members 
Mstep: Class 9 contains 7557 members 
Mstep: Class 10 contains 7976 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 87534 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 17 contains 68310 members 
Mstep: Class 19 contains 842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54009128.000000 Penalty: 33678.312500
Iteration 48Q: 17 clusters Score -5.400913e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 96383 members 
Mstep: Class 3 contains 16465 members 
Mstep: Class 4 contains 78247 members 
Mstep: Class 5 contains 11901 members 
Mstep: Class 6 contains 359 members 
Mstep: Class 7 contains 45904 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 7808 members 
Mstep: Class 10 contains 8069 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 86430 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 17 contains 66646 members 
Mstep: Class 19 contains 841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010760.000000 Penalty: 33678.312500
Iteration 49Q: 17 clusters Score -5.401076e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 100046 members 
Mstep: Class 3 contains 16359 members 
Mstep: Class 4 contains 77188 members 
Mstep: Class 5 contains 11938 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 45283 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 8047 members 
Mstep: Class 10 contains 8150 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 85438 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 17 contains 65388 members 
Mstep: Class 19 contains 839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54012060.000000 Penalty: 33678.312500
Iteration 50Q: 17 clusters Score -5.401206e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 103609 members 
Mstep: Class 3 contains 16258 members 
Mstep: Class 4 contains 75870 members 
Mstep: Class 5 contains 11878 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 44782 members 
Mstep: Class 8 contains 754 members 
Mstep: Class 9 contains 8298 members 
Mstep: Class 10 contains 8258 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 84527 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 531 members 
Mstep: Class 17 contains 64343 members 
Mstep: Class 19 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013360.000000 Penalty: 33678.312500
Iteration 51Q: 17 clusters Score -5.401336e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 107149 members 
Mstep: Class 3 contains 16119 members 
Mstep: Class 4 contains 74327 members 
Mstep: Class 5 contains 11760 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 44411 members 
Mstep: Class 8 contains 758 members 
Mstep: Class 9 contains 8524 members 
Mstep: Class 10 contains 8357 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83848 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 535 members 
Mstep: Class 17 contains 63324 members 
Mstep: Class 19 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014176.000000 Penalty: 33678.312500
Iteration 52Q: 17 clusters Score -5.401418e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 110520 members 
Mstep: Class 3 contains 15962 members 
Mstep: Class 4 contains 72679 members 
Mstep: Class 5 contains 11656 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 44029 members 
Mstep: Class 8 contains 755 members 
Mstep: Class 9 contains 8718 members 
Mstep: Class 10 contains 8464 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83435 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 17 contains 62358 members 
Mstep: Class 19 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013808.000000 Penalty: 33678.312500
Iteration 53Q: 17 clusters Score -5.401381e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 113469 members 
Mstep: Class 3 contains 15808 members 
Mstep: Class 4 contains 71106 members 
Mstep: Class 5 contains 11587 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 43728 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 8869 members 
Mstep: Class 10 contains 8576 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83251 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 17 contains 61426 members 
Mstep: Class 19 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013560.000000 Penalty: 33678.312500
Iteration 54Q: 17 clusters Score -5.401356e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 115843 members 
Mstep: Class 3 contains 15637 members 
Mstep: Class 4 contains 69758 members 
Mstep: Class 5 contains 11527 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 43516 members 
Mstep: Class 8 contains 760 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 8714 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83194 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 17 contains 60622 members 
Mstep: Class 19 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54012436.000000 Penalty: 33678.312500
Iteration 55Q: 17 clusters Score -5.401244e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 117383 members 
Mstep: Class 3 contains 15474 members 
Mstep: Class 4 contains 68853 members 
Mstep: Class 5 contains 11524 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 43398 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 9 contains 9126 members 
Mstep: Class 10 contains 8864 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83216 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 541 members 
Mstep: Class 17 contains 59971 members 
Mstep: Class 19 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011380.000000 Penalty: 33678.312500
Iteration 56Q: 17 clusters Score -5.401138e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 118199 members 
Mstep: Class 3 contains 15325 members 
Mstep: Class 4 contains 68195 members 
Mstep: Class 5 contains 11526 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 43330 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 9246 members 
Mstep: Class 10 contains 9020 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83341 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 541 members 
Mstep: Class 17 contains 59623 members 
Mstep: Class 19 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011212.000000 Penalty: 33678.312500
Iteration 57Q: 17 clusters Score -5.401121e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 118615 members 
Mstep: Class 3 contains 15261 members 
Mstep: Class 4 contains 67633 members 
Mstep: Class 5 contains 11537 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 43323 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 9351 members 
Mstep: Class 10 contains 9184 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83430 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 543 members 
Mstep: Class 17 contains 59470 members 
Mstep: Class 19 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010776.000000 Penalty: 33678.312500
Iteration 58Q: 17 clusters Score -5.401078e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 118541 members 
Mstep: Class 3 contains 15236 members 
Mstep: Class 4 contains 67293 members 
Mstep: Class 5 contains 11568 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 43370 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 9418 members 
Mstep: Class 10 contains 9332 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83531 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 17 contains 59509 members 
Mstep: Class 19 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010392.000000 Penalty: 33678.312500
Iteration 59Q: 17 clusters Score -5.401039e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 118366 members 
Mstep: Class 3 contains 15224 members 
Mstep: Class 4 contains 67016 members 
Mstep: Class 5 contains 11579 members 
Mstep: Class 6 contains 361 members 
Mstep: Class 7 contains 43464 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 9481 members 
Mstep: Class 10 contains 9472 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83614 members 
Mstep: Class 14 contains 854 members 
Mstep: Class 15 contains 543 members 
Mstep: Class 17 contains 59580 members 
Mstep: Class 19 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011316.000000 Penalty: 33678.312500
Iteration 60F: 17 clusters Score -5.401132e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 118155 members 
Mstep: Class 3 contains 15238 members 
Mstep: Class 4 contains 66724 members 
Mstep: Class 5 contains 11572 members 
Mstep: Class 6 contains 392 members 
Mstep: Class 7 contains 43560 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 9554 members 
Mstep: Class 10 contains 9592 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83652 members 
Mstep: Class 14 contains 854 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 17 contains 59737 members 
Mstep: Class 19 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54012008.000000 Penalty: 33678.312500
Iteration 61Q: 17 clusters Score -5.401201e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 117970 members 
Mstep: Class 3 contains 15268 members 
Mstep: Class 4 contains 66441 members 
Mstep: Class 5 contains 11565 members 
Mstep: Class 6 contains 386 members 
Mstep: Class 7 contains 43677 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 9629 members 
Mstep: Class 10 contains 9687 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83612 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 17 contains 59931 members 
Mstep: Class 19 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54012124.000000 Penalty: 33678.312500
Iteration 62Q: 17 clusters Score -5.401212e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 117694 members 
Mstep: Class 3 contains 15312 members 
Mstep: Class 4 contains 66244 members 
Mstep: Class 5 contains 11555 members 
Mstep: Class 6 contains 376 members 
Mstep: Class 7 contains 43789 members 
Mstep: Class 8 contains 797 members 
Mstep: Class 9 contains 9685 members 
Mstep: Class 10 contains 9767 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83589 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 17 contains 60137 members 
Mstep: Class 19 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54012532.000000 Penalty: 33678.312500
Iteration 63Q: 17 clusters Score -5.401253e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 117549 members 
Mstep: Class 3 contains 15349 members 
Mstep: Class 4 contains 66017 members 
Mstep: Class 5 contains 11554 members 
Mstep: Class 6 contains 368 members 
Mstep: Class 7 contains 43886 members 
Mstep: Class 8 contains 796 members 
Mstep: Class 9 contains 9739 members 
Mstep: Class 10 contains 9813 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83566 members 
Mstep: Class 14 contains 887 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 17 contains 60299 members 
Mstep: Class 19 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54012572.000000 Penalty: 33678.312500
Iteration 64Q: 17 clusters Score -5.401257e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 117415 members 
Mstep: Class 3 contains 15366 members 
Mstep: Class 4 contains 65779 members 
Mstep: Class 5 contains 11555 members 
Mstep: Class 6 contains 362 members 
Mstep: Class 7 contains 43972 members 
Mstep: Class 8 contains 797 members 
Mstep: Class 9 contains 9786 members 
Mstep: Class 10 contains 9869 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83569 members 
Mstep: Class 14 contains 894 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 17 contains 60459 members 
Mstep: Class 19 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54012772.000000 Penalty: 33678.312500
Iteration 65Q: 17 clusters Score -5.401277e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 117351 members 
Mstep: Class 3 contains 15383 members 
Mstep: Class 4 contains 65514 members 
Mstep: Class 5 contains 11552 members 
Mstep: Class 6 contains 358 members 
Mstep: Class 7 contains 44066 members 
Mstep: Class 8 contains 798 members 
Mstep: Class 9 contains 9835 members 
Mstep: Class 10 contains 9907 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83533 members 
Mstep: Class 14 contains 900 members 
Mstep: Class 15 contains 543 members 
Mstep: Class 17 contains 60626 members 
Mstep: Class 19 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54012840.000000 Penalty: 33678.312500
Iteration 66Q: 17 clusters Score -5.401284e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 117293 members 
Mstep: Class 3 contains 15403 members 
Mstep: Class 4 contains 65300 members 
Mstep: Class 5 contains 11532 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 44154 members 
Mstep: Class 8 contains 800 members 
Mstep: Class 9 contains 9869 members 
Mstep: Class 10 contains 9940 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83515 members 
Mstep: Class 14 contains 904 members 
Mstep: Class 15 contains 543 members 
Mstep: Class 17 contains 60759 members 
Mstep: Class 19 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013040.000000 Penalty: 33678.312500
Iteration 67Q: 17 clusters Score -5.401304e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 117250 members 
Mstep: Class 3 contains 15427 members 
Mstep: Class 4 contains 65064 members 
Mstep: Class 5 contains 11522 members 
Mstep: Class 6 contains 355 members 
Mstep: Class 7 contains 44259 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 9899 members 
Mstep: Class 10 contains 9973 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83480 members 
Mstep: Class 14 contains 907 members 
Mstep: Class 15 contains 543 members 
Mstep: Class 17 contains 60889 members 
Mstep: Class 19 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013252.000000 Penalty: 33678.312500
Iteration 68Q: 17 clusters Score -5.401325e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 117230 members 
Mstep: Class 3 contains 15445 members 
Mstep: Class 4 contains 64901 members 
Mstep: Class 5 contains 11508 members 
Mstep: Class 6 contains 354 members 
Mstep: Class 7 contains 44330 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 9923 members 
Mstep: Class 10 contains 10006 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83430 members 
Mstep: Class 14 contains 910 members 
Mstep: Class 15 contains 543 members 
Mstep: Class 17 contains 60990 members 
Mstep: Class 19 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013112.000000 Penalty: 33678.312500
Iteration 69Q: 17 clusters Score -5.401311e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 117271 members 
Mstep: Class 3 contains 15459 members 
Mstep: Class 4 contains 64732 members 
Mstep: Class 5 contains 11489 members 
Mstep: Class 6 contains 352 members 
Mstep: Class 7 contains 44394 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 9 contains 9941 members 
Mstep: Class 10 contains 10034 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83369 members 
Mstep: Class 14 contains 912 members 
Mstep: Class 15 contains 543 members 
Mstep: Class 17 contains 61072 members 
Mstep: Class 19 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013292.000000 Penalty: 33678.312500
Iteration 70Q: 17 clusters Score -5.401329e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 117303 members 
Mstep: Class 3 contains 15464 members 
Mstep: Class 4 contains 64599 members 
Mstep: Class 5 contains 11475 members 
Mstep: Class 6 contains 351 members 
Mstep: Class 7 contains 44450 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 9 contains 9966 members 
Mstep: Class 10 contains 10063 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83277 members 
Mstep: Class 14 contains 913 members 
Mstep: Class 15 contains 543 members 
Mstep: Class 17 contains 61163 members 
Mstep: Class 19 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013368.000000 Penalty: 33678.312500
Iteration 71Q: 17 clusters Score -5.401337e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 117297 members 
Mstep: Class 3 contains 15472 members 
Mstep: Class 4 contains 64462 members 
Mstep: Class 5 contains 11460 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 44504 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 9985 members 
Mstep: Class 10 contains 10089 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83220 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 543 members 
Mstep: Class 17 contains 61271 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013372.000000 Penalty: 33678.312500
Iteration 72Q: 17 clusters Score -5.401337e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 117276 members 
Mstep: Class 3 contains 15480 members 
Mstep: Class 4 contains 64355 members 
Mstep: Class 5 contains 11448 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 44552 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 9 contains 10008 members 
Mstep: Class 10 contains 10116 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83159 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 543 members 
Mstep: Class 17 contains 61365 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013504.000000 Penalty: 33678.312500
Iteration 73Q: 17 clusters Score -5.40135e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 117254 members 
Mstep: Class 3 contains 15497 members 
Mstep: Class 4 contains 64240 members 
Mstep: Class 5 contains 11430 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 44600 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 10026 members 
Mstep: Class 10 contains 10144 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83114 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 543 members 
Mstep: Class 17 contains 61453 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013636.000000 Penalty: 33678.312500
Iteration 74Q: 17 clusters Score -5.401364e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 117223 members 
Mstep: Class 3 contains 15510 members 
Mstep: Class 4 contains 64139 members 
Mstep: Class 5 contains 11410 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 44644 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 9 contains 10036 members 
Mstep: Class 10 contains 10173 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83064 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 543 members 
Mstep: Class 17 contains 61560 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013692.000000 Penalty: 33678.312500
Iteration 75Q: 17 clusters Score -5.401369e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 117212 members 
Mstep: Class 3 contains 15525 members 
Mstep: Class 4 contains 64030 members 
Mstep: Class 5 contains 11395 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 44687 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 10044 members 
Mstep: Class 10 contains 10196 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83030 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 17 contains 61640 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013564.000000 Penalty: 33678.312500
Iteration 76Q: 17 clusters Score -5.401356e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 117230 members 
Mstep: Class 3 contains 15537 members 
Mstep: Class 4 contains 63888 members 
Mstep: Class 5 contains 11379 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 44725 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 10045 members 
Mstep: Class 10 contains 10214 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 83001 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 17 contains 61741 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013688.000000 Penalty: 33678.312500
Iteration 77Q: 17 clusters Score -5.401369e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 117216 members 
Mstep: Class 3 contains 15555 members 
Mstep: Class 4 contains 63760 members 
Mstep: Class 5 contains 11370 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 44756 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 10053 members 
Mstep: Class 10 contains 10229 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 82980 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 17 contains 61840 members 
Mstep: Class 19 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013812.000000 Penalty: 33678.312500
Iteration 78Q: 17 clusters Score -5.401381e+07 nChanged 462
Entering ConstructFrom: 
Score: -54013812.000000 Penalty: 33678.312500
Entering ConstructFrom: 
Trying to split cluster 1 (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: -57250.054688 Penalty: 1015.620972
	Iteration 0F: 2 clusters Score -57250.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56246.503906 Penalty: 2031.241943
	Iteration 0F: 3 clusters Score -56246.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -56433.093750 Penalty: 2031.241943
	Iteration 1F: 3 clusters Score -56433.09 nChanged 35
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: -56493.976562 Penalty: 2031.241943
	Iteration 2F: 3 clusters Score -56493.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -56525.277344 Penalty: 2031.241943
	Iteration 3Q: 3 clusters Score -56525.28 nChanged 14
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: -56552.195312 Penalty: 2031.241943
	Iteration 4Q: 3 clusters Score -56552.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56567.925781 Penalty: 2031.241943
	Iteration 5Q: 3 clusters Score -56567.93 nChanged 12
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: -56585.320312 Penalty: 2031.241943
	Iteration 6Q: 3 clusters Score -56585.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56613.054688 Penalty: 2031.241943
	Iteration 7Q: 3 clusters Score -56613.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56640.019531 Penalty: 2031.241943
	Iteration 8Q: 3 clusters Score -56640.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -56665.507812 Penalty: 2031.241943
	Iteration 9Q: 3 clusters Score -56665.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -56677.324219 Penalty: 2031.241943
	Iteration 10Q: 3 clusters Score -56677.32 nChanged 3
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: -56687.558594 Penalty: 2031.241943
	Iteration 11Q: 3 clusters Score -56687.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56701.398438 Penalty: 2031.241943
	Iteration 12Q: 3 clusters Score -56701.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -56706.933594 Penalty: 2031.241943
	Iteration 13Q: 3 clusters Score -56706.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -56716.804688 Penalty: 2031.241943
	Iteration 14Q: 3 clusters Score -56716.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56719.292969 Penalty: 2031.241943
	Iteration 15Q: 3 clusters Score -56719.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56719.292969 Penalty: 2031.241943
	Iteration 16F: 3 clusters Score -56719.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (117216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117216 members 
Entering Unmasked Estep 
Score: -15128552.000000 Penalty: 1896.663208
	Iteration 0F: 2 clusters Score -1.512855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 58764 members 
Entering Unmasked Estep 
Score: -15057801.000000 Penalty: 3793.326416
	Iteration 0F: 3 clusters Score -1.50578e+07 nChanged 56269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Mstep: Class 2 contains 60655 members 
Entering Unmasked Estep 
Score: -15090406.000000 Penalty: 3793.326416
	Iteration 1F: 3 clusters Score -1.509041e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 61790 members 
Entering Unmasked Estep 
Score: -15091143.000000 Penalty: 3793.326416
	Iteration 2Q: 3 clusters Score -1.509114e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 63491 members 
Entering Unmasked Estep 
Score: -15092157.000000 Penalty: 3793.326416
	Iteration 3Q: 3 clusters Score -1.509216e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 66105 members 
Entering Unmasked Estep 
Score: -15093711.000000 Penalty: 3793.326416
	Iteration 4Q: 3 clusters Score -1.509371e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 70037 members 
Entering Unmasked Estep 
Score: -15096064.000000 Penalty: 3793.326416
	Iteration 5Q: 3 clusters Score -1.509606e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 75597 members 
Entering Unmasked Estep 
Score: -15099866.000000 Penalty: 3793.326416
	Iteration 6F: 3 clusters Score -1.509987e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 82731 members 
Entering Unmasked Estep 
Score: -15105333.000000 Penalty: 3793.326416
	Iteration 7F: 3 clusters Score -1.510533e+07 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 90321 members 
Entering Unmasked Estep 
Score: -15111370.000000 Penalty: 3793.326416
	Iteration 8F: 3 clusters Score -1.511137e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 96816 members 
Entering Unmasked Estep 
Score: -15117971.000000 Penalty: 3793.326416
	Iteration 9F: 3 clusters Score -1.511797e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 101988 members 
Entering Unmasked Estep 
Score: -15122685.000000 Penalty: 3793.326416
	Iteration 10Q: 3 clusters Score -1.512268e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 106106 members 
Entering Unmasked Estep 
Score: -15125510.000000 Penalty: 3793.326416
	Iteration 11Q: 3 clusters Score -1.512551e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 109684 members 
Entering Unmasked Estep 
Score: -15126844.000000 Penalty: 3793.326416
	Iteration 12Q: 3 clusters Score -1.512684e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 112566 members 
Entering Unmasked Estep 
Score: -15127438.000000 Penalty: 3793.326416
	Iteration 13Q: 3 clusters Score -1.512744e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 114613 members 
Entering Unmasked Estep 
Score: -15127305.000000 Penalty: 3793.326416
	Iteration 14Q: 3 clusters Score -1.51273e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 115800 members 
Entering Unmasked Estep 
Score: -15127267.000000 Penalty: 3793.326416
	Iteration 15Q: 3 clusters Score -1.512727e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 116358 members 
Entering Unmasked Estep 
Score: -15127209.000000 Penalty: 3793.326416
	Iteration 16Q: 3 clusters Score -1.512721e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 116634 members 
Entering Unmasked Estep 
Score: -15127198.000000 Penalty: 3793.326416
	Iteration 17Q: 3 clusters Score -1.51272e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 116751 members 
Entering Unmasked Estep 
Score: -15127197.000000 Penalty: 3793.326416
	Iteration 18Q: 3 clusters Score -1.51272e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 116809 members 
Entering Unmasked Estep 
Score: -15127197.000000 Penalty: 3793.326416
	Iteration 19Q: 3 clusters Score -1.51272e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 116846 members 
Entering Unmasked Estep 
Score: -15127196.000000 Penalty: 3793.326416
	Iteration 20F: 3 clusters Score -1.51272e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 116869 members 
Entering Unmasked Estep 
Score: -15127210.000000 Penalty: 3793.326416
	Iteration 21Q: 3 clusters Score -1.512721e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 116880 members 
Entering Unmasked Estep 
Score: -15127213.000000 Penalty: 3793.326416
	Iteration 22Q: 3 clusters Score -1.512721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 116888 members 
Entering Unmasked Estep 
Score: -15127214.000000 Penalty: 3793.326416
	Iteration 23Q: 3 clusters Score -1.512721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 116893 members 
Entering Unmasked Estep 
Score: -15127212.000000 Penalty: 3793.326416
	Iteration 24Q: 3 clusters Score -1.512721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 116897 members 
Entering Unmasked Estep 
Score: -15127215.000000 Penalty: 3793.326416
	Iteration 25Q: 3 clusters Score -1.512722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 116898 members 
Entering Unmasked Estep 
Score: -15127220.000000 Penalty: 3793.326416
	Iteration 26Q: 3 clusters Score -1.512722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 116898 members 
Entering Unmasked Estep 
Score: -15127225.000000 Penalty: 3793.326416
	Iteration 27Q: 3 clusters Score -1.512722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 116900 members 
Entering Unmasked Estep 
Score: -15127224.000000 Penalty: 3793.326416
	Iteration 28Q: 3 clusters Score -1.512722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 116901 members 
Entering Unmasked Estep 
Score: -15127230.000000 Penalty: 3793.326416
	Iteration 29Q: 3 clusters Score -1.512723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 116902 members 
Entering Unmasked Estep 
Score: -15127219.000000 Penalty: 3793.326416
	Iteration 30Q: 3 clusters Score -1.512722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 116904 members 
Entering Unmasked Estep 
Score: -15127225.000000 Penalty: 3793.326416
	Iteration 31Q: 3 clusters Score -1.512722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 116905 members 
Entering Unmasked Estep 
Score: -15127218.000000 Penalty: 3793.326416
	Iteration 32Q: 3 clusters Score -1.512722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 116906 members 
Entering Unmasked Estep 
Score: -15127222.000000 Penalty: 3793.326416
	Iteration 33Q: 3 clusters Score -1.512722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 116907 members 
Entering Unmasked Estep 
Score: -15127220.000000 Penalty: 3793.326416
	Iteration 34Q: 3 clusters Score -1.512722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 116911 members 
Entering Unmasked Estep 
Score: -15127231.000000 Penalty: 3793.326416
	Iteration 35Q: 3 clusters Score -1.512723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 116913 members 
Entering Unmasked Estep 
Score: -15127231.000000 Penalty: 3793.326416
	Iteration 36Q: 3 clusters Score -1.512723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 116912 members 
Entering Unmasked Estep 
Score: -15127242.000000 Penalty: 3793.326416
	Iteration 37Q: 3 clusters Score -1.512724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 116915 members 
Entering Unmasked Estep 
Score: -15127235.000000 Penalty: 3793.326416
	Iteration 38Q: 3 clusters Score -1.512724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 116918 members 
Entering Unmasked Estep 
Score: -15127242.000000 Penalty: 3793.326416
	Iteration 39Q: 3 clusters Score -1.512724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 116917 members 
Entering Unmasked Estep 
Score: -15127241.000000 Penalty: 3793.326416
	Iteration 40F: 3 clusters Score -1.512724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -2042715.875000 Penalty: 1568.597656
	Iteration 0F: 2 clusters Score -2042716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2031837.250000 Penalty: 3137.195312
	Iteration 0F: 3 clusters Score -2031837 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2035580.375000 Penalty: 3137.195312
	Iteration 1F: 3 clusters Score -2035580 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2035888.250000 Penalty: 3137.195312
	Iteration 2F: 3 clusters Score -2035888 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2036182.000000 Penalty: 3137.195312
	Iteration 3Q: 3 clusters Score -2036182 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2036531.375000 Penalty: 3137.195312
	Iteration 4Q: 3 clusters Score -2036531 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2037009.500000 Penalty: 3137.195312
	Iteration 5F: 3 clusters Score -2037010 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2037701.375000 Penalty: 3137.195312
	Iteration 6F: 3 clusters Score -2037701 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2038582.625000 Penalty: 3137.195312
	Iteration 7F: 3 clusters Score -2038583 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2039510.875000 Penalty: 3137.195312
	Iteration 8F: 3 clusters Score -2039511 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2040306.000000 Penalty: 3137.195312
	Iteration 9F: 3 clusters Score -2040306 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2040804.625000 Penalty: 3137.195312
	Iteration 10Q: 3 clusters Score -2040805 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2041061.250000 Penalty: 3137.195312
	Iteration 11Q: 3 clusters Score -2041061 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2041186.625000 Penalty: 3137.195312
	Iteration 12Q: 3 clusters Score -2041187 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2041254.000000 Penalty: 3137.195312
	Iteration 13Q: 3 clusters Score -2041254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2041300.750000 Penalty: 3137.195312
	Iteration 14Q: 3 clusters Score -2041301 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2041336.875000 Penalty: 3137.195312
	Iteration 15Q: 3 clusters Score -2041337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2041363.250000 Penalty: 3137.195312
	Iteration 16Q: 3 clusters Score -2041363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2041378.750000 Penalty: 3137.195312
	Iteration 17Q: 3 clusters Score -2041379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2041388.500000 Penalty: 3137.195312
	Iteration 18Q: 3 clusters Score -2041388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2041393.375000 Penalty: 3137.195312
	Iteration 19Q: 3 clusters Score -2041393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2041394.250000 Penalty: 3137.195312
	Iteration 20F: 3 clusters Score -2041394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2041397.625000 Penalty: 3137.195312
	Iteration 21Q: 3 clusters Score -2041398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2041396.875000 Penalty: 3137.195312
	Iteration 22Q: 3 clusters Score -2041397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2041396.875000 Penalty: 3137.195312
	Iteration 23F: 3 clusters Score -2041397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (63654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63654 members 
Entering Unmasked Estep 
Score: -8397164.000000 Penalty: 1797.447754
	Iteration 0F: 2 clusters Score -8397164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -8363905.000000 Penalty: 3594.895508
	Iteration 0F: 3 clusters Score -8363905 nChanged 30043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -8380732.000000 Penalty: 3594.895508
	Iteration 1F: 3 clusters Score -8380732 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -8381179.500000 Penalty: 3594.895508
	Iteration 2Q: 3 clusters Score -8381180 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -8381808.500000 Penalty: 3594.895508
	Iteration 3Q: 3 clusters Score -8381808 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -8382566.000000 Penalty: 3594.895508
	Iteration 4Q: 3 clusters Score -8382566 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -8383736.500000 Penalty: 3594.895508
	Iteration 5Q: 3 clusters Score -8383736 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -8385793.500000 Penalty: 3594.895508
	Iteration 6F: 3 clusters Score -8385794 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -8388777.000000 Penalty: 3594.895508
	Iteration 7F: 3 clusters Score -8388777 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -8391087.000000 Penalty: 3594.895508
	Iteration 8F: 3 clusters Score -8391087 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 58757 members 
Entering Unmasked Estep 
Score: -8393492.000000 Penalty: 3594.895508
	Iteration 9F: 3 clusters Score -8393492 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 61314 members 
Entering Unmasked Estep 
Score: -8394573.000000 Penalty: 3594.895508
	Iteration 10Q: 3 clusters Score -8394573 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -8395046.000000 Penalty: 3594.895508
	Iteration 11Q: 3 clusters Score -8395046 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 62789 members 
Entering Unmasked Estep 
Score: -8395207.000000 Penalty: 3594.895508
	Iteration 12Q: 3 clusters Score -8395207 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 62993 members 
Entering Unmasked Estep 
Score: -8395362.000000 Penalty: 3594.895508
	Iteration 13Q: 3 clusters Score -8395362 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 63076 members 
Entering Unmasked Estep 
Score: -8395403.000000 Penalty: 3594.895508
	Iteration 14Q: 3 clusters Score -8395403 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 63124 members 
Entering Unmasked Estep 
Score: -8395503.000000 Penalty: 3594.895508
	Iteration 15Q: 3 clusters Score -8395503 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 63152 members 
Entering Unmasked Estep 
Score: -8395534.000000 Penalty: 3594.895508
	Iteration 16Q: 3 clusters Score -8395534 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 63171 members 
Entering Unmasked Estep 
Score: -8395557.000000 Penalty: 3594.895508
	Iteration 17Q: 3 clusters Score -8395557 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 63195 members 
Entering Unmasked Estep 
Score: -8395566.000000 Penalty: 3594.895508
	Iteration 18Q: 3 clusters Score -8395566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -8395579.000000 Penalty: 3594.895508
	Iteration 19Q: 3 clusters Score -8395579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 63217 members 
Entering Unmasked Estep 
Score: -8395585.000000 Penalty: 3594.895508
	Iteration 20F: 3 clusters Score -8395585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 63226 members 
Entering Unmasked Estep 
Score: -8395601.000000 Penalty: 3594.895508
	Iteration 21Q: 3 clusters Score -8395601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 63233 members 
Entering Unmasked Estep 
Score: -8395622.000000 Penalty: 3594.895508
	Iteration 22Q: 3 clusters Score -8395622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -8395634.000000 Penalty: 3594.895508
	Iteration 23Q: 3 clusters Score -8395634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 63246 members 
Entering Unmasked Estep 
Score: -8395638.000000 Penalty: 3594.895508
	Iteration 24Q: 3 clusters Score -8395638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
Score: -8395648.000000 Penalty: 3594.895508
	Iteration 25Q: 3 clusters Score -8395648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 63254 members 
Entering Unmasked Estep 
Score: -8395647.000000 Penalty: 3594.895508
	Iteration 26Q: 3 clusters Score -8395647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 63254 members 
Entering Unmasked Estep 
Score: -8395646.000000 Penalty: 3594.895508
	Iteration 27Q: 3 clusters Score -8395646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 63255 members 
Entering Unmasked Estep 
Score: -8395647.000000 Penalty: 3594.895508
	Iteration 28Q: 3 clusters Score -8395647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 63255 members 
Entering Unmasked Estep 
Score: -8395647.000000 Penalty: 3594.895508
	Iteration 29F: 3 clusters Score -8395647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Entering Unmasked Estep 
Score: -1475720.125000 Penalty: 1517.372681
	Iteration 0F: 2 clusters Score -1475720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1467733.375000 Penalty: 3034.745361
	Iteration 0F: 3 clusters Score -1467733 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1470316.875000 Penalty: 3034.745361
	Iteration 1F: 3 clusters Score -1470317 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1470531.250000 Penalty: 3034.745361
	Iteration 2F: 3 clusters Score -1470531 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1470679.750000 Penalty: 3034.745361
	Iteration 3Q: 3 clusters Score -1470680 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1470798.250000 Penalty: 3034.745361
	Iteration 4Q: 3 clusters Score -1470798 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1470891.375000 Penalty: 3034.745361
	Iteration 5Q: 3 clusters Score -1470891 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1470987.625000 Penalty: 3034.745361
	Iteration 6Q: 3 clusters Score -1470988 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1471094.375000 Penalty: 3034.745361
	Iteration 7Q: 3 clusters Score -1471094 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1471242.000000 Penalty: 3034.745361
	Iteration 8Q: 3 clusters Score -1471242 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1471449.875000 Penalty: 3034.745361
	Iteration 9Q: 3 clusters Score -1471450 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1471740.125000 Penalty: 3034.745361
	Iteration 10Q: 3 clusters Score -1471740 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1472130.500000 Penalty: 3034.745361
	Iteration 11F: 3 clusters Score -1472130 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1472602.750000 Penalty: 3034.745361
	Iteration 12F: 3 clusters Score -1472603 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1473090.125000 Penalty: 3034.745361
	Iteration 13F: 3 clusters Score -1473090 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1473597.750000 Penalty: 3034.745361
	Iteration 14Q: 3 clusters Score -1473598 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1473924.375000 Penalty: 3034.745361
	Iteration 15Q: 3 clusters Score -1473924 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1474117.125000 Penalty: 3034.745361
	Iteration 16Q: 3 clusters Score -1474117 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1474230.125000 Penalty: 3034.745361
	Iteration 17Q: 3 clusters Score -1474230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1474281.125000 Penalty: 3034.745361
	Iteration 18Q: 3 clusters Score -1474281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1474309.000000 Penalty: 3034.745361
	Iteration 19Q: 3 clusters Score -1474309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1474329.875000 Penalty: 3034.745361
	Iteration 20F: 3 clusters Score -1474330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1474347.250000 Penalty: 3034.745361
	Iteration 21Q: 3 clusters Score -1474347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1474355.750000 Penalty: 3034.745361
	Iteration 22Q: 3 clusters Score -1474356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1474370.750000 Penalty: 3034.745361
	Iteration 23Q: 3 clusters Score -1474371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1474384.250000 Penalty: 3034.745361
	Iteration 24Q: 3 clusters Score -1474384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1474393.250000 Penalty: 3034.745361
	Iteration 25Q: 3 clusters Score -1474393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1474394.375000 Penalty: 3034.745361
	Iteration 26Q: 3 clusters Score -1474394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1474399.500000 Penalty: 3034.745361
	Iteration 27Q: 3 clusters Score -1474400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1474403.125000 Penalty: 3034.745361
	Iteration 28Q: 3 clusters Score -1474403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1474404.750000 Penalty: 3034.745361
	Iteration 29Q: 3 clusters Score -1474405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1474404.750000 Penalty: 3034.745361
	Iteration 30F: 3 clusters Score -1474405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -19742.712891 Penalty: 951.914124
	Iteration 0F: 2 clusters Score -19742.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19054.150391 Penalty: 1903.828247
	Iteration 0F: 3 clusters Score -19054.15 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -19457.839844 Penalty: 1903.828247
	Iteration 1F: 3 clusters Score -19457.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19587.658203 Penalty: 1903.828247
	Iteration 2F: 3 clusters Score -19587.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19663.128906 Penalty: 1903.828247
	Iteration 3Q: 3 clusters Score -19663.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -19708.937500 Penalty: 1903.828247
	Iteration 4Q: 3 clusters Score -19708.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19730.185547 Penalty: 1903.828247
	Iteration 5Q: 3 clusters Score -19730.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19733.957031 Penalty: 1903.828247
	Iteration 6Q: 3 clusters Score -19733.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19733.957031 Penalty: 1903.828247
	Iteration 7F: 3 clusters Score -19733.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Entering Unmasked Estep 
Score: -5829940.000000 Penalty: 1740.285645
	Iteration 0F: 2 clusters Score -5829940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -5799959.000000 Penalty: 3480.571289
	Iteration 0F: 3 clusters Score -5799959 nChanged 20945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -5811975.000000 Penalty: 3480.571289
	Iteration 1F: 3 clusters Score -5811975 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -5812439.000000 Penalty: 3480.571289
	Iteration 2Q: 3 clusters Score -5812439 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -5813002.000000 Penalty: 3480.571289
	Iteration 3Q: 3 clusters Score -5813002 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -5813745.000000 Penalty: 3480.571289
	Iteration 4Q: 3 clusters Score -5813745 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -5814675.500000 Penalty: 3480.571289
	Iteration 5Q: 3 clusters Score -5814676 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -5816252.500000 Penalty: 3480.571289
	Iteration 6F: 3 clusters Score -5816252 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -5818433.000000 Penalty: 3480.571289
	Iteration 7F: 3 clusters Score -5818433 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -5820884.500000 Penalty: 3480.571289
	Iteration 8F: 3 clusters Score -5820884 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -5822955.000000 Penalty: 3480.571289
	Iteration 9F: 3 clusters Score -5822955 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -5824359.500000 Penalty: 3480.571289
	Iteration 10Q: 3 clusters Score -5824360 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -5825194.500000 Penalty: 3480.571289
	Iteration 11Q: 3 clusters Score -5825194 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -5825663.500000 Penalty: 3480.571289
	Iteration 12Q: 3 clusters Score -5825664 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -5825951.000000 Penalty: 3480.571289
	Iteration 13Q: 3 clusters Score -5825951 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -5826155.500000 Penalty: 3480.571289
	Iteration 14Q: 3 clusters Score -5826156 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -5826318.500000 Penalty: 3480.571289
	Iteration 15Q: 3 clusters Score -5826318 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -5826478.500000 Penalty: 3480.571289
	Iteration 16Q: 3 clusters Score -5826478 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -5826598.500000 Penalty: 3480.571289
	Iteration 17Q: 3 clusters Score -5826598 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -5826705.500000 Penalty: 3480.571289
	Iteration 18Q: 3 clusters Score -5826706 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -5826808.500000 Penalty: 3480.571289
	Iteration 19Q: 3 clusters Score -5826808 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -5826944.500000 Penalty: 3480.571289
	Iteration 20F: 3 clusters Score -5826944 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -5827081.500000 Penalty: 3480.571289
	Iteration 21Q: 3 clusters Score -5827082 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -5827201.000000 Penalty: 3480.571289
	Iteration 22Q: 3 clusters Score -5827201 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -5827339.500000 Penalty: 3480.571289
	Iteration 23Q: 3 clusters Score -5827340 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -5827450.500000 Penalty: 3480.571289
	Iteration 24Q: 3 clusters Score -5827450 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -5827580.000000 Penalty: 3480.571289
	Iteration 25Q: 3 clusters Score -5827580 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -5827707.500000 Penalty: 3480.571289
	Iteration 26Q: 3 clusters Score -5827708 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -5827780.000000 Penalty: 3480.571289
	Iteration 27Q: 3 clusters Score -5827780 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -5827863.500000 Penalty: 3480.571289
	Iteration 28Q: 3 clusters Score -5827864 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -5827962.500000 Penalty: 3480.571289
	Iteration 29Q: 3 clusters Score -5827962 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -5828056.000000 Penalty: 3480.571289
	Iteration 30Q: 3 clusters Score -5828056 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -5828105.000000 Penalty: 3480.571289
	Iteration 31Q: 3 clusters Score -5828105 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -5828158.000000 Penalty: 3480.571289
	Iteration 32Q: 3 clusters Score -5828158 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -5828194.000000 Penalty: 3480.571289
	Iteration 33Q: 3 clusters Score -5828194 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -5828249.000000 Penalty: 3480.571289
	Iteration 34Q: 3 clusters Score -5828249 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -5828285.000000 Penalty: 3480.571289
	Iteration 35Q: 3 clusters Score -5828285 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -5828317.500000 Penalty: 3480.571289
	Iteration 36Q: 3 clusters Score -5828318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -5828340.000000 Penalty: 3480.571289
	Iteration 37Q: 3 clusters Score -5828340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -5828359.000000 Penalty: 3480.571289
	Iteration 38Q: 3 clusters Score -5828359 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -5828387.500000 Penalty: 3480.571289
	Iteration 39Q: 3 clusters Score -5828388 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -5828407.500000 Penalty: 3480.571289
	Iteration 40F: 3 clusters Score -5828408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -5828418.500000 Penalty: 3480.571289
	Iteration 41Q: 3 clusters Score -5828418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -5828431.500000 Penalty: 3480.571289
	Iteration 42Q: 3 clusters Score -5828432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -5828449.500000 Penalty: 3480.571289
	Iteration 43Q: 3 clusters Score -5828450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -5828463.500000 Penalty: 3480.571289
	Iteration 44Q: 3 clusters Score -5828464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -5828465.500000 Penalty: 3480.571289
	Iteration 45Q: 3 clusters Score -5828466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -5828467.000000 Penalty: 3480.571289
	Iteration 46Q: 3 clusters Score -5828467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -5828470.000000 Penalty: 3480.571289
	Iteration 47Q: 3 clusters Score -5828470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -5828475.500000 Penalty: 3480.571289
	Iteration 48Q: 3 clusters Score -5828476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -5828483.500000 Penalty: 3480.571289
	Iteration 49Q: 3 clusters Score -5828484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -5828482.500000 Penalty: 3480.571289
	Iteration 50Q: 3 clusters Score -5828482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -5828485.500000 Penalty: 3480.571289
	Iteration 51Q: 3 clusters Score -5828486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -5828486.000000 Penalty: 3480.571289
	Iteration 52Q: 3 clusters Score -5828486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -5828481.000000 Penalty: 3480.571289
	Iteration 53Q: 3 clusters Score -5828481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -5828484.000000 Penalty: 3480.571289
	Iteration 54Q: 3 clusters Score -5828484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -5828481.500000 Penalty: 3480.571289
	Iteration 55Q: 3 clusters Score -5828482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -5828486.000000 Penalty: 3480.571289
	Iteration 56Q: 3 clusters Score -5828486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -5828481.500000 Penalty: 3480.571289
	Iteration 57Q: 3 clusters Score -5828482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -5828481.500000 Penalty: 3480.571289
	Iteration 58F: 3 clusters Score -5828482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -102629.312500 Penalty: 1086.452393
	Iteration 0F: 2 clusters Score -102629.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101356.789062 Penalty: 2172.904785
	Iteration 0F: 3 clusters Score -101356.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -101678.539062 Penalty: 2172.904785
	Iteration 1F: 3 clusters Score -101678.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -101780.101562 Penalty: 2172.904785
	Iteration 2F: 3 clusters Score -101780.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -101861.257812 Penalty: 2172.904785
	Iteration 3Q: 3 clusters Score -101861.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -101906.671875 Penalty: 2172.904785
	Iteration 4Q: 3 clusters Score -101906.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -101951.750000 Penalty: 2172.904785
	Iteration 5Q: 3 clusters Score -101951.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -101984.031250 Penalty: 2172.904785
	Iteration 6Q: 3 clusters Score -101984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -102004.390625 Penalty: 2172.904785
	Iteration 7Q: 3 clusters Score -102004.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -102013.109375 Penalty: 2172.904785
	Iteration 8Q: 3 clusters Score -102013.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -102016.851562 Penalty: 2172.904785
	Iteration 9Q: 3 clusters Score -102016.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -102017.984375 Penalty: 2172.904785
	Iteration 10Q: 3 clusters Score -102018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -102019.328125 Penalty: 2172.904785
	Iteration 11Q: 3 clusters Score -102019.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -102019.328125 Penalty: 2172.904785
	Iteration 12F: 3 clusters Score -102019.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Entering Unmasked Estep 
Score: -1318706.250000 Penalty: 1497.684692
	Iteration 0F: 2 clusters Score -1318706 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 5077 members 
Entering Unmasked Estep 
Score: -1311438.250000 Penalty: 2995.369385
	Iteration 0F: 3 clusters Score -1311438 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1313873.750000 Penalty: 2995.369385
	Iteration 1F: 3 clusters Score -1313874 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1314104.250000 Penalty: 2995.369385
	Iteration 2F: 3 clusters Score -1314104 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1314311.000000 Penalty: 2995.369385
	Iteration 3Q: 3 clusters Score -1314311 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1314524.000000 Penalty: 2995.369385
	Iteration 4Q: 3 clusters Score -1314524 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1314712.625000 Penalty: 2995.369385
	Iteration 5Q: 3 clusters Score -1314713 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1314890.125000 Penalty: 2995.369385
	Iteration 6Q: 3 clusters Score -1314890 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1315060.000000 Penalty: 2995.369385
	Iteration 7Q: 3 clusters Score -1315060 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1315236.875000 Penalty: 2995.369385
	Iteration 8Q: 3 clusters Score -1315237 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1315435.125000 Penalty: 2995.369385
	Iteration 9Q: 3 clusters Score -1315435 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1315667.625000 Penalty: 2995.369385
	Iteration 10Q: 3 clusters Score -1315668 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1315920.250000 Penalty: 2995.369385
	Iteration 11Q: 3 clusters Score -1315920 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1316172.375000 Penalty: 2995.369385
	Iteration 12Q: 3 clusters Score -1316172 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1316426.625000 Penalty: 2995.369385
	Iteration 13Q: 3 clusters Score -1316427 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1316634.875000 Penalty: 2995.369385
	Iteration 14Q: 3 clusters Score -1316635 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1316780.375000 Penalty: 2995.369385
	Iteration 15Q: 3 clusters Score -1316780 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1316876.750000 Penalty: 2995.369385
	Iteration 16Q: 3 clusters Score -1316877 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1316962.625000 Penalty: 2995.369385
	Iteration 17Q: 3 clusters Score -1316963 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1317032.750000 Penalty: 2995.369385
	Iteration 18Q: 3 clusters Score -1317033 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1317097.250000 Penalty: 2995.369385
	Iteration 19Q: 3 clusters Score -1317097 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1317163.125000 Penalty: 2995.369385
	Iteration 20F: 3 clusters Score -1317163 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1317215.000000 Penalty: 2995.369385
	Iteration 21Q: 3 clusters Score -1317215 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1317234.750000 Penalty: 2995.369385
	Iteration 22Q: 3 clusters Score -1317235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1317256.375000 Penalty: 2995.369385
	Iteration 23Q: 3 clusters Score -1317256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1317271.000000 Penalty: 2995.369385
	Iteration 24Q: 3 clusters Score -1317271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1317282.625000 Penalty: 2995.369385
	Iteration 25Q: 3 clusters Score -1317283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1317292.500000 Penalty: 2995.369385
	Iteration 26Q: 3 clusters Score -1317292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1317303.750000 Penalty: 2995.369385
	Iteration 27Q: 3 clusters Score -1317304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1317315.750000 Penalty: 2995.369385
	Iteration 28Q: 3 clusters Score -1317316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1317322.500000 Penalty: 2995.369385
	Iteration 29Q: 3 clusters Score -1317322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1317331.625000 Penalty: 2995.369385
	Iteration 30Q: 3 clusters Score -1317332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1317335.375000 Penalty: 2995.369385
	Iteration 31Q: 3 clusters Score -1317335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1317341.250000 Penalty: 2995.369385
	Iteration 32Q: 3 clusters Score -1317341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1317348.375000 Penalty: 2995.369385
	Iteration 33Q: 3 clusters Score -1317348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1317352.125000 Penalty: 2995.369385
	Iteration 34Q: 3 clusters Score -1317352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1317358.750000 Penalty: 2995.369385
	Iteration 35Q: 3 clusters Score -1317359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1317368.500000 Penalty: 2995.369385
	Iteration 36Q: 3 clusters Score -1317368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1317377.500000 Penalty: 2995.369385
	Iteration 37Q: 3 clusters Score -1317378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1317383.250000 Penalty: 2995.369385
	Iteration 38Q: 3 clusters Score -1317383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1317388.000000 Penalty: 2995.369385
	Iteration 39Q: 3 clusters Score -1317388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1317393.250000 Penalty: 2995.369385
	Iteration 40F: 3 clusters Score -1317393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1317395.875000 Penalty: 2995.369385
	Iteration 41Q: 3 clusters Score -1317396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1317396.375000 Penalty: 2995.369385
	Iteration 42Q: 3 clusters Score -1317396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1317396.375000 Penalty: 2995.369385
	Iteration 43F: 3 clusters Score -1317396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Entering Unmasked Estep 
Score: -1274613.875000 Penalty: 1500.581909
	Iteration 0F: 2 clusters Score -1274614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1267271.750000 Penalty: 3001.163818
	Iteration 0F: 3 clusters Score -1267272 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1269902.750000 Penalty: 3001.163818
	Iteration 1F: 3 clusters Score -1269903 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1270314.125000 Penalty: 3001.163818
	Iteration 2F: 3 clusters Score -1270314 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1270678.875000 Penalty: 3001.163818
	Iteration 3F: 3 clusters Score -1270679 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1271080.000000 Penalty: 3001.163818
	Iteration 4F: 3 clusters Score -1271080 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1271567.625000 Penalty: 3001.163818
	Iteration 5F: 3 clusters Score -1271568 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1272138.000000 Penalty: 3001.163818
	Iteration 6F: 3 clusters Score -1272138 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1272740.625000 Penalty: 3001.163818
	Iteration 7F: 3 clusters Score -1272741 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1273238.750000 Penalty: 3001.163818
	Iteration 8F: 3 clusters Score -1273239 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1273606.125000 Penalty: 3001.163818
	Iteration 9Q: 3 clusters Score -1273606 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1273897.875000 Penalty: 3001.163818
	Iteration 10Q: 3 clusters Score -1273898 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1274082.250000 Penalty: 3001.163818
	Iteration 11Q: 3 clusters Score -1274082 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1274170.875000 Penalty: 3001.163818
	Iteration 12Q: 3 clusters Score -1274171 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1274243.625000 Penalty: 3001.163818
	Iteration 13Q: 3 clusters Score -1274244 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1274306.250000 Penalty: 3001.163818
	Iteration 14Q: 3 clusters Score -1274306 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1274362.500000 Penalty: 3001.163818
	Iteration 15Q: 3 clusters Score -1274362 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1274407.375000 Penalty: 3001.163818
	Iteration 16Q: 3 clusters Score -1274407 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1274437.250000 Penalty: 3001.163818
	Iteration 17Q: 3 clusters Score -1274437 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1274469.625000 Penalty: 3001.163818
	Iteration 18Q: 3 clusters Score -1274470 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1274496.750000 Penalty: 3001.163818
	Iteration 19Q: 3 clusters Score -1274497 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1274523.875000 Penalty: 3001.163818
	Iteration 20F: 3 clusters Score -1274524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1274542.750000 Penalty: 3001.163818
	Iteration 21Q: 3 clusters Score -1274543 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1274553.125000 Penalty: 3001.163818
	Iteration 22Q: 3 clusters Score -1274553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1274567.125000 Penalty: 3001.163818
	Iteration 23Q: 3 clusters Score -1274567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1274573.875000 Penalty: 3001.163818
	Iteration 24Q: 3 clusters Score -1274574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1274583.500000 Penalty: 3001.163818
	Iteration 25Q: 3 clusters Score -1274584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1274586.875000 Penalty: 3001.163818
	Iteration 26Q: 3 clusters Score -1274587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1274591.125000 Penalty: 3001.163818
	Iteration 27Q: 3 clusters Score -1274591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1274596.875000 Penalty: 3001.163818
	Iteration 28Q: 3 clusters Score -1274597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1274602.500000 Penalty: 3001.163818
	Iteration 29Q: 3 clusters Score -1274602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1274603.750000 Penalty: 3001.163818
	Iteration 30Q: 3 clusters Score -1274604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1274607.250000 Penalty: 3001.163818
	Iteration 31Q: 3 clusters Score -1274607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1274606.375000 Penalty: 3001.163818
	Iteration 32Q: 3 clusters Score -1274606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1274607.250000 Penalty: 3001.163818
	Iteration 33Q: 3 clusters Score -1274607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1274610.125000 Penalty: 3001.163818
	Iteration 34Q: 3 clusters Score -1274610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1274608.875000 Penalty: 3001.163818
	Iteration 35Q: 3 clusters Score -1274609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1274607.875000 Penalty: 3001.163818
	Iteration 36Q: 3 clusters Score -1274608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1274607.875000 Penalty: 3001.163818
	Iteration 37F: 3 clusters Score -1274608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -51227.531250 Penalty: 937.859131
	Iteration 0F: 2 clusters Score -51227.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -50296.566406 Penalty: 1875.718262
	Iteration 0F: 3 clusters Score -50296.57 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50388.242188 Penalty: 1875.718262
	Iteration 1F: 3 clusters Score -50388.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50417.285156 Penalty: 1875.718262
	Iteration 2Q: 3 clusters Score -50417.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50426.335938 Penalty: 1875.718262
	Iteration 3Q: 3 clusters Score -50426.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50431.921875 Penalty: 1875.718262
	Iteration 4Q: 3 clusters Score -50431.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -50436.214844 Penalty: 1875.718262
	Iteration 5Q: 3 clusters Score -50436.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -50440.050781 Penalty: 1875.718262
	Iteration 6Q: 3 clusters Score -50440.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -50442.273438 Penalty: 1875.718262
	Iteration 7Q: 3 clusters Score -50442.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -50442.273438 Penalty: 1875.718262
	Iteration 8F: 3 clusters Score -50442.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (82953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82953 members 
Entering Unmasked Estep 
Score: -10860904.000000 Penalty: 1840.479858
	Iteration 0F: 2 clusters Score -1.08609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -10814193.000000 Penalty: 3680.959717
	Iteration 0F: 3 clusters Score -1.081419e+07 nChanged 39694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -10837070.000000 Penalty: 3680.959717
	Iteration 1F: 3 clusters Score -1.083707e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -10837669.000000 Penalty: 3680.959717
	Iteration 2Q: 3 clusters Score -1.083767e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -10838365.000000 Penalty: 3680.959717
	Iteration 3Q: 3 clusters Score -1.083836e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -10839245.000000 Penalty: 3680.959717
	Iteration 4Q: 3 clusters Score -1.083924e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -10840352.000000 Penalty: 3680.959717
	Iteration 5Q: 3 clusters Score -1.084035e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -10841962.000000 Penalty: 3680.959717
	Iteration 6Q: 3 clusters Score -1.084196e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -10844165.000000 Penalty: 3680.959717
	Iteration 7F: 3 clusters Score -1.084416e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -10847160.000000 Penalty: 3680.959717
	Iteration 8F: 3 clusters Score -1.084716e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -10850361.000000 Penalty: 3680.959717
	Iteration 9F: 3 clusters Score -1.085036e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47383 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -10852630.000000 Penalty: 3680.959717
	Iteration 10F: 3 clusters Score -1.085263e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -10853522.000000 Penalty: 3680.959717
	Iteration 11Q: 3 clusters Score -1.085352e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48677 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -10853950.000000 Penalty: 3680.959717
	Iteration 12Q: 3 clusters Score -1.085395e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -10854157.000000 Penalty: 3680.959717
	Iteration 13Q: 3 clusters Score -1.085416e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -10854309.000000 Penalty: 3680.959717
	Iteration 14Q: 3 clusters Score -1.085431e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -10854418.000000 Penalty: 3680.959717
	Iteration 15Q: 3 clusters Score -1.085442e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -10854546.000000 Penalty: 3680.959717
	Iteration 16Q: 3 clusters Score -1.085455e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -10854679.000000 Penalty: 3680.959717
	Iteration 17Q: 3 clusters Score -1.085468e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -10854776.000000 Penalty: 3680.959717
	Iteration 18Q: 3 clusters Score -1.085478e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -10854919.000000 Penalty: 3680.959717
	Iteration 19Q: 3 clusters Score -1.085492e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -10855090.000000 Penalty: 3680.959717
	Iteration 20F: 3 clusters Score -1.085509e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56792 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -10855209.000000 Penalty: 3680.959717
	Iteration 21Q: 3 clusters Score -1.085521e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57845 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -10855407.000000 Penalty: 3680.959717
	Iteration 22Q: 3 clusters Score -1.085541e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -10855603.000000 Penalty: 3680.959717
	Iteration 23Q: 3 clusters Score -1.08556e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60036 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -10855898.000000 Penalty: 3680.959717
	Iteration 24Q: 3 clusters Score -1.08559e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61108 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -10856072.000000 Penalty: 3680.959717
	Iteration 25Q: 3 clusters Score -1.085607e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62158 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -10856283.000000 Penalty: 3680.959717
	Iteration 26Q: 3 clusters Score -1.085628e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63216 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -10856399.000000 Penalty: 3680.959717
	Iteration 27Q: 3 clusters Score -1.08564e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64194 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -10856555.000000 Penalty: 3680.959717
	Iteration 28Q: 3 clusters Score -1.085656e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -10856661.000000 Penalty: 3680.959717
	Iteration 29Q: 3 clusters Score -1.085666e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65841 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -10856695.000000 Penalty: 3680.959717
	Iteration 30Q: 3 clusters Score -1.08567e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66527 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -10856780.000000 Penalty: 3680.959717
	Iteration 31Q: 3 clusters Score -1.085678e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -10856827.000000 Penalty: 3680.959717
	Iteration 32Q: 3 clusters Score -1.085683e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67785 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -10856929.000000 Penalty: 3680.959717
	Iteration 33Q: 3 clusters Score -1.085693e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68326 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -10856940.000000 Penalty: 3680.959717
	Iteration 34Q: 3 clusters Score -1.085694e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68841 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -10856989.000000 Penalty: 3680.959717
	Iteration 35Q: 3 clusters Score -1.085699e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69323 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -10857067.000000 Penalty: 3680.959717
	Iteration 36Q: 3 clusters Score -1.085707e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69778 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -10857093.000000 Penalty: 3680.959717
	Iteration 37Q: 3 clusters Score -1.085709e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70172 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -10857120.000000 Penalty: 3680.959717
	Iteration 38Q: 3 clusters Score -1.085712e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -10857124.000000 Penalty: 3680.959717
	Iteration 39Q: 3 clusters Score -1.085712e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70871 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -10857136.000000 Penalty: 3680.959717
	Iteration 40F: 3 clusters Score -1.085714e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71169 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -10857134.000000 Penalty: 3680.959717
	Iteration 41Q: 3 clusters Score -1.085713e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71437 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -10857127.000000 Penalty: 3680.959717
	Iteration 42Q: 3 clusters Score -1.085713e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71698 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -10857131.000000 Penalty: 3680.959717
	Iteration 43Q: 3 clusters Score -1.085713e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71932 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -10857153.000000 Penalty: 3680.959717
	Iteration 44Q: 3 clusters Score -1.085715e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72119 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -10857175.000000 Penalty: 3680.959717
	Iteration 45Q: 3 clusters Score -1.085718e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72320 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -10857184.000000 Penalty: 3680.959717
	Iteration 46Q: 3 clusters Score -1.085718e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72500 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -10857179.000000 Penalty: 3680.959717
	Iteration 47Q: 3 clusters Score -1.085718e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72691 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -10857197.000000 Penalty: 3680.959717
	Iteration 48Q: 3 clusters Score -1.08572e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72896 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -10857207.000000 Penalty: 3680.959717
	Iteration 49Q: 3 clusters Score -1.085721e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73092 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -10857215.000000 Penalty: 3680.959717
	Iteration 50Q: 3 clusters Score -1.085722e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -10857251.000000 Penalty: 3680.959717
	Iteration 51Q: 3 clusters Score -1.085725e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73509 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -10857240.000000 Penalty: 3680.959717
	Iteration 52Q: 3 clusters Score -1.085724e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73731 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -10857293.000000 Penalty: 3680.959717
	Iteration 53Q: 3 clusters Score -1.085729e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73947 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -10857332.000000 Penalty: 3680.959717
	Iteration 54Q: 3 clusters Score -1.085733e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74193 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -10857361.000000 Penalty: 3680.959717
	Iteration 55Q: 3 clusters Score -1.085736e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74465 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -10857442.000000 Penalty: 3680.959717
	Iteration 56Q: 3 clusters Score -1.085744e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74733 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -10857526.000000 Penalty: 3680.959717
	Iteration 57Q: 3 clusters Score -1.085753e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75000 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -10857528.000000 Penalty: 3680.959717
	Iteration 58Q: 3 clusters Score -1.085753e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75233 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -10857567.000000 Penalty: 3680.959717
	Iteration 59Q: 3 clusters Score -1.085757e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75449 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -10857609.000000 Penalty: 3680.959717
	Iteration 60F: 3 clusters Score -1.085761e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75660 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -10857665.000000 Penalty: 3680.959717
	Iteration 61Q: 3 clusters Score -1.085766e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75848 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -10857712.000000 Penalty: 3680.959717
	Iteration 62Q: 3 clusters Score -1.085771e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76033 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -10857807.000000 Penalty: 3680.959717
	Iteration 63Q: 3 clusters Score -1.085781e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76219 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -10857861.000000 Penalty: 3680.959717
	Iteration 64Q: 3 clusters Score -1.085786e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76428 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -10857935.000000 Penalty: 3680.959717
	Iteration 65Q: 3 clusters Score -1.085794e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76631 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -10857944.000000 Penalty: 3680.959717
	Iteration 66Q: 3 clusters Score -1.085794e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76848 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -10858039.000000 Penalty: 3680.959717
	Iteration 67Q: 3 clusters Score -1.085804e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77087 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -10858149.000000 Penalty: 3680.959717
	Iteration 68Q: 3 clusters Score -1.085815e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77306 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -10858228.000000 Penalty: 3680.959717
	Iteration 69Q: 3 clusters Score -1.085823e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77547 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -10858311.000000 Penalty: 3680.959717
	Iteration 70Q: 3 clusters Score -1.085831e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77803 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -10858387.000000 Penalty: 3680.959717
	Iteration 71Q: 3 clusters Score -1.085839e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78013 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -10858479.000000 Penalty: 3680.959717
	Iteration 72Q: 3 clusters Score -1.085848e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78200 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -10858562.000000 Penalty: 3680.959717
	Iteration 73Q: 3 clusters Score -1.085856e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78375 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -10858615.000000 Penalty: 3680.959717
	Iteration 74Q: 3 clusters Score -1.085862e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78548 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -10858660.000000 Penalty: 3680.959717
	Iteration 75Q: 3 clusters Score -1.085866e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78726 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -10858721.000000 Penalty: 3680.959717
	Iteration 76Q: 3 clusters Score -1.085872e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78897 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -10858811.000000 Penalty: 3680.959717
	Iteration 77Q: 3 clusters Score -1.085881e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79043 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -10858850.000000 Penalty: 3680.959717
	Iteration 78Q: 3 clusters Score -1.085885e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79172 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -10858877.000000 Penalty: 3680.959717
	Iteration 79Q: 3 clusters Score -1.085888e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79293 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -10858935.000000 Penalty: 3680.959717
	Iteration 80F: 3 clusters Score -1.085894e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79416 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -10858980.000000 Penalty: 3680.959717
	Iteration 81Q: 3 clusters Score -1.085898e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79531 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -10859024.000000 Penalty: 3680.959717
	Iteration 82Q: 3 clusters Score -1.085902e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79644 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -10859053.000000 Penalty: 3680.959717
	Iteration 83Q: 3 clusters Score -1.085905e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79742 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -10859107.000000 Penalty: 3680.959717
	Iteration 84Q: 3 clusters Score -1.085911e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79836 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -10859121.000000 Penalty: 3680.959717
	Iteration 85Q: 3 clusters Score -1.085912e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79924 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -10859185.000000 Penalty: 3680.959717
	Iteration 86Q: 3 clusters Score -1.085918e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80018 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -10859245.000000 Penalty: 3680.959717
	Iteration 87Q: 3 clusters Score -1.085924e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -10859259.000000 Penalty: 3680.959717
	Iteration 88Q: 3 clusters Score -1.085926e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80147 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -10859265.000000 Penalty: 3680.959717
	Iteration 89Q: 3 clusters Score -1.085926e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80208 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -10859270.000000 Penalty: 3680.959717
	Iteration 90Q: 3 clusters Score -1.085927e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80274 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -10859326.000000 Penalty: 3680.959717
	Iteration 91Q: 3 clusters Score -1.085933e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -10859339.000000 Penalty: 3680.959717
	Iteration 92Q: 3 clusters Score -1.085934e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80373 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -10859342.000000 Penalty: 3680.959717
	Iteration 93Q: 3 clusters Score -1.085934e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80430 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -10859347.000000 Penalty: 3680.959717
	Iteration 94Q: 3 clusters Score -1.085935e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80484 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -10859358.000000 Penalty: 3680.959717
	Iteration 95Q: 3 clusters Score -1.085936e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80533 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -10859377.000000 Penalty: 3680.959717
	Iteration 96Q: 3 clusters Score -1.085938e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80574 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -10859413.000000 Penalty: 3680.959717
	Iteration 97Q: 3 clusters Score -1.085941e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80611 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -10859422.000000 Penalty: 3680.959717
	Iteration 98Q: 3 clusters Score -1.085942e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80652 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -10859418.000000 Penalty: 3680.959717
	Iteration 99Q: 3 clusters Score -1.085942e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80700 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -10859432.000000 Penalty: 3680.959717
	Iteration 100F: 3 clusters Score -1.085943e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80732 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -10859452.000000 Penalty: 3680.959717
	Iteration 101Q: 3 clusters Score -1.085945e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80768 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -10859452.000000 Penalty: 3680.959717
	Iteration 102Q: 3 clusters Score -1.085945e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80801 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -10859463.000000 Penalty: 3680.959717
	Iteration 103Q: 3 clusters Score -1.085946e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80832 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -10859476.000000 Penalty: 3680.959717
	Iteration 104Q: 3 clusters Score -1.085948e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80858 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -10859479.000000 Penalty: 3680.959717
	Iteration 105Q: 3 clusters Score -1.085948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80872 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -10859492.000000 Penalty: 3680.959717
	Iteration 106Q: 3 clusters Score -1.085949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80881 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -10859482.000000 Penalty: 3680.959717
	Iteration 107Q: 3 clusters Score -1.085948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80887 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -10859479.000000 Penalty: 3680.959717
	Iteration 108Q: 3 clusters Score -1.085948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80889 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -10859479.000000 Penalty: 3680.959717
	Iteration 109Q: 3 clusters Score -1.085948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80893 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -10859476.000000 Penalty: 3680.959717
	Iteration 110Q: 3 clusters Score -1.085948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80898 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -10859481.000000 Penalty: 3680.959717
	Iteration 111Q: 3 clusters Score -1.085948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80899 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -10859482.000000 Penalty: 3680.959717
	Iteration 112Q: 3 clusters Score -1.085948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80900 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -10859485.000000 Penalty: 3680.959717
	Iteration 113Q: 3 clusters Score -1.085948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80901 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -10859479.000000 Penalty: 3680.959717
	Iteration 114Q: 3 clusters Score -1.085948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80905 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -10859495.000000 Penalty: 3680.959717
	Iteration 115Q: 3 clusters Score -1.08595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80906 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -10859500.000000 Penalty: 3680.959717
	Iteration 116Q: 3 clusters Score -1.08595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -10859499.000000 Penalty: 3680.959717
	Iteration 117Q: 3 clusters Score -1.08595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -10859512.000000 Penalty: 3680.959717
	Iteration 118Q: 3 clusters Score -1.085951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80913 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -10859514.000000 Penalty: 3680.959717
	Iteration 119Q: 3 clusters Score -1.085951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80917 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -10859509.000000 Penalty: 3680.959717
	Iteration 120F: 3 clusters Score -1.085951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80919 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -10859511.000000 Penalty: 3680.959717
	Iteration 121Q: 3 clusters Score -1.085951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80922 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -10859505.000000 Penalty: 3680.959717
	Iteration 122Q: 3 clusters Score -1.08595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80926 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -10859500.000000 Penalty: 3680.959717
	Iteration 123Q: 3 clusters Score -1.08595e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80930 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -10859490.000000 Penalty: 3680.959717
	Iteration 124Q: 3 clusters Score -1.085949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -10859486.000000 Penalty: 3680.959717
	Iteration 125Q: 3 clusters Score -1.085949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80939 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -10859500.000000 Penalty: 3680.959717
	Iteration 126Q: 3 clusters Score -1.08595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80944 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -10859503.000000 Penalty: 3680.959717
	Iteration 127Q: 3 clusters Score -1.08595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80946 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -10859500.000000 Penalty: 3680.959717
	Iteration 128Q: 3 clusters Score -1.08595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80947 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -10859497.000000 Penalty: 3680.959717
	Iteration 129Q: 3 clusters Score -1.08595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80947 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -10859497.000000 Penalty: 3680.959717
	Iteration 130F: 3 clusters Score -1.08595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Entering Unmasked Estep 
Score: -81250.835938 Penalty: 1107.897461
	Iteration 0F: 2 clusters Score -81250.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -80061.007812 Penalty: 2215.794922
	Iteration 0F: 3 clusters Score -80061.01 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80721.289062 Penalty: 2215.794922
	Iteration 1F: 3 clusters Score -80721.29 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -81143.859375 Penalty: 2215.794922
	Iteration 2F: 3 clusters Score -81143.86 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81573.226562 Penalty: 2215.794922
	Iteration 3F: 3 clusters Score -81573.23 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82018.890625 Penalty: 2215.794922
	Iteration 4F: 3 clusters Score -82018.89 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -82317.398438 Penalty: 2215.794922
	Iteration 5F: 3 clusters Score -82317.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -82430.359375 Penalty: 2215.794922
	Iteration 6Q: 3 clusters Score -82430.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -82473.515625 Penalty: 2215.794922
	Iteration 7Q: 3 clusters Score -82473.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -82484.234375 Penalty: 2215.794922
	Iteration 8Q: 3 clusters Score -82484.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -82489.828125 Penalty: 2215.794922
	Iteration 9Q: 3 clusters Score -82489.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -82493.351562 Penalty: 2215.794922
	Iteration 10Q: 3 clusters Score -82493.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -82497.304688 Penalty: 2215.794922
	Iteration 11Q: 3 clusters Score -82497.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -82500.656250 Penalty: 2215.794922
	Iteration 12Q: 3 clusters Score -82500.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -82500.656250 Penalty: 2215.794922
	Iteration 13F: 3 clusters Score -82500.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 117216 members 
Mstep: Class 3 contains 15567 members 
Mstep: Class 4 contains 63654 members 
Mstep: Class 5 contains 11358 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 44777 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 10062 members 
Mstep: Class 10 contains 10243 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 449 members 
Mstep: Class 13 contains 82953 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 545 members 
Mstep: Class 17 contains 61928 members 
Mstep: Class 19 contains 835 members 
Entering Unmasked Estep 
Score: -54014088.000000 Penalty: 35783.207031
Splitting cluster 14 changes total score from -54013812.000000 to -54014088.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 15 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -58254.511719 Penalty: 1023.877747
	Iteration 0F: 2 clusters Score -58254.51 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 288 members 
Entering Unmasked Estep 
Score: -57143.011719 Penalty: 2047.755493
	Iteration 0F: 3 clusters Score -57143.01 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -57292.246094 Penalty: 2047.755493
	Iteration 1F: 3 clusters Score -57292.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -57340.679688 Penalty: 2047.755493
	Iteration 2F: 3 clusters Score -57340.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -57377.718750 Penalty: 2047.755493
	Iteration 3Q: 3 clusters Score -57377.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -57408.457031 Penalty: 2047.755493
	Iteration 4Q: 3 clusters Score -57408.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -57426.964844 Penalty: 2047.755493
	Iteration 5Q: 3 clusters Score -57426.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -57443.230469 Penalty: 2047.755493
	Iteration 6Q: 3 clusters Score -57443.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -57456.343750 Penalty: 2047.755493
	Iteration 7Q: 3 clusters Score -57456.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -57469.390625 Penalty: 2047.755493
	Iteration 8Q: 3 clusters Score -57469.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -57483.910156 Penalty: 2047.755493
	Iteration 9Q: 3 clusters Score -57483.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -57493.238281 Penalty: 2047.755493
	Iteration 10Q: 3 clusters Score -57493.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -57500.359375 Penalty: 2047.755493
	Iteration 11Q: 3 clusters Score -57500.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -57503.734375 Penalty: 2047.755493
	Iteration 12Q: 3 clusters Score -57503.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -57508.367188 Penalty: 2047.755493
	Iteration 13Q: 3 clusters Score -57508.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -57513.187500 Penalty: 2047.755493
	Iteration 14Q: 3 clusters Score -57513.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -57525.191406 Penalty: 2047.755493
	Iteration 15Q: 3 clusters Score -57525.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -57530.617188 Penalty: 2047.755493
	Iteration 16Q: 3 clusters Score -57530.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -57533.566406 Penalty: 2047.755493
	Iteration 17Q: 3 clusters Score -57533.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -57537.417969 Penalty: 2047.755493
	Iteration 18Q: 3 clusters Score -57537.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -57537.417969 Penalty: 2047.755493
	Iteration 19F: 3 clusters Score -57537.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (61928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Entering Unmasked Estep 
Score: -8043469.000000 Penalty: 1792.980713
	Iteration 0F: 2 clusters Score -8043469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -8002824.500000 Penalty: 3585.961426
	Iteration 0F: 3 clusters Score -8002824 nChanged 29167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -8019627.500000 Penalty: 3585.961426
	Iteration 1F: 3 clusters Score -8019628 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -8020206.500000 Penalty: 3585.961426
	Iteration 2Q: 3 clusters Score -8020206 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -8020994.000000 Penalty: 3585.961426
	Iteration 3Q: 3 clusters Score -8020994 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -8021944.500000 Penalty: 3585.961426
	Iteration 4Q: 3 clusters Score -8021944 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -8023250.500000 Penalty: 3585.961426
	Iteration 5Q: 3 clusters Score -8023250 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -8025261.000000 Penalty: 3585.961426
	Iteration 6F: 3 clusters Score -8025261 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -8027946.000000 Penalty: 3585.961426
	Iteration 7F: 3 clusters Score -8027946 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -8031048.500000 Penalty: 3585.961426
	Iteration 8F: 3 clusters Score -8031048 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -8033832.500000 Penalty: 3585.961426
	Iteration 9F: 3 clusters Score -8033832 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -8035775.500000 Penalty: 3585.961426
	Iteration 10Q: 3 clusters Score -8035776 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -8037271.000000 Penalty: 3585.961426
	Iteration 11Q: 3 clusters Score -8037271 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -8038352.500000 Penalty: 3585.961426
	Iteration 12Q: 3 clusters Score -8038352 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54830 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -8039229.500000 Penalty: 3585.961426
	Iteration 13Q: 3 clusters Score -8039230 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -8039913.500000 Penalty: 3585.961426
	Iteration 14Q: 3 clusters Score -8039914 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -8040465.500000 Penalty: 3585.961426
	Iteration 15Q: 3 clusters Score -8040466 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -8040914.500000 Penalty: 3585.961426
	Iteration 16Q: 3 clusters Score -8040914 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -8041192.000000 Penalty: 3585.961426
	Iteration 17Q: 3 clusters Score -8041192 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -8041464.000000 Penalty: 3585.961426
	Iteration 18Q: 3 clusters Score -8041464 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -8041631.500000 Penalty: 3585.961426
	Iteration 19Q: 3 clusters Score -8041632 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59890 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8041707.000000 Penalty: 3585.961426
	Iteration 20F: 3 clusters Score -8041707 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60156 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8041785.500000 Penalty: 3585.961426
	Iteration 21Q: 3 clusters Score -8041786 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60366 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8041859.000000 Penalty: 3585.961426
	Iteration 22Q: 3 clusters Score -8041859 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -8041900.000000 Penalty: 3585.961426
	Iteration 23Q: 3 clusters Score -8041900 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8041925.000000 Penalty: 3585.961426
	Iteration 24Q: 3 clusters Score -8041925 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60767 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8041964.000000 Penalty: 3585.961426
	Iteration 25Q: 3 clusters Score -8041964 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8041998.500000 Penalty: 3585.961426
	Iteration 26Q: 3 clusters Score -8041998 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60942 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8042010.500000 Penalty: 3585.961426
	Iteration 27Q: 3 clusters Score -8042010 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60985 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8042020.000000 Penalty: 3585.961426
	Iteration 28Q: 3 clusters Score -8042020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61018 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8042035.000000 Penalty: 3585.961426
	Iteration 29Q: 3 clusters Score -8042035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61042 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8042050.000000 Penalty: 3585.961426
	Iteration 30Q: 3 clusters Score -8042050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61063 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8042067.500000 Penalty: 3585.961426
	Iteration 31Q: 3 clusters Score -8042068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8042073.500000 Penalty: 3585.961426
	Iteration 32Q: 3 clusters Score -8042074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61105 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8042089.500000 Penalty: 3585.961426
	Iteration 33Q: 3 clusters Score -8042090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61122 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8042094.500000 Penalty: 3585.961426
	Iteration 34Q: 3 clusters Score -8042094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8042101.000000 Penalty: 3585.961426
	Iteration 35Q: 3 clusters Score -8042101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61137 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8042099.500000 Penalty: 3585.961426
	Iteration 36Q: 3 clusters Score -8042100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61137 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8042099.500000 Penalty: 3585.961426
	Iteration 37F: 3 clusters Score -8042100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Entering Unmasked Estep 
Score: -104820.054688 Penalty: 1093.207642
	Iteration 0F: 2 clusters Score -104820.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -103500.820312 Penalty: 2186.415283
	Iteration 0F: 3 clusters Score -103500.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -103731.250000 Penalty: 2186.415283
	Iteration 1F: 3 clusters Score -103731.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -103792.460938 Penalty: 2186.415283
	Iteration 2F: 3 clusters Score -103792.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -103814.507812 Penalty: 2186.415283
	Iteration 3Q: 3 clusters Score -103814.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -103824.648438 Penalty: 2186.415283
	Iteration 4Q: 3 clusters Score -103824.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -103830.765625 Penalty: 2186.415283
	Iteration 5Q: 3 clusters Score -103830.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -103837.765625 Penalty: 2186.415283
	Iteration 6Q: 3 clusters Score -103837.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -103841.164062 Penalty: 2186.415283
	Iteration 7Q: 3 clusters Score -103841.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -103845.156250 Penalty: 2186.415283
	Iteration 8Q: 3 clusters Score -103845.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -103849.656250 Penalty: 2186.415283
	Iteration 9Q: 3 clusters Score -103849.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -103854.601562 Penalty: 2186.415283
	Iteration 10Q: 3 clusters Score -103854.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -103860.515625 Penalty: 2186.415283
	Iteration 11Q: 3 clusters Score -103860.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -103861.492188 Penalty: 2186.415283
	Iteration 12Q: 3 clusters Score -103861.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -103861.492188 Penalty: 2186.415283
	Iteration 13F: 3 clusters Score -103861.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 117216 members 
Mstep: Class 3 contains 15567 members 
Mstep: Class 4 contains 63654 members 
Mstep: Class 5 contains 11358 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 44777 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 10062 members 
Mstep: Class 10 contains 10243 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 13 contains 82953 members 
Mstep: Class 14 contains 465 members 
Mstep: Class 15 contains 545 members 
Mstep: Class 17 contains 61928 members 
Mstep: Class 19 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014148.000000 Penalty: 35783.207031
Iteration 79Q: 18 clusters Score -5.401415e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 117222 members 
Mstep: Class 3 contains 15572 members 
Mstep: Class 4 contains 63575 members 
Mstep: Class 5 contains 11346 members 
Mstep: Class 6 contains 349 members 
Mstep: Class 7 contains 44794 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 10067 members 
Mstep: Class 10 contains 10259 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 448 members 
Mstep: Class 13 contains 82908 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 532 members 
Mstep: Class 17 contains 62015 members 
Mstep: Class 19 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014548.000000 Penalty: 35783.207031
Iteration 80F: 18 clusters Score -5.401455e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 117205 members 
Mstep: Class 3 contains 15583 members 
Mstep: Class 4 contains 63488 members 
Mstep: Class 5 contains 11339 members 
Mstep: Class 6 contains 333 members 
Mstep: Class 7 contains 44814 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 9 contains 10079 members 
Mstep: Class 10 contains 10269 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 484 members 
Mstep: Class 13 contains 82876 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 527 members 
Mstep: Class 17 contains 62104 members 
Mstep: Class 19 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54015064.000000 Penalty: 35783.207031
Iteration 81Q: 18 clusters Score -5.401506e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 117186 members 
Mstep: Class 3 contains 15584 members 
Mstep: Class 4 contains 63429 members 
Mstep: Class 5 contains 11329 members 
Mstep: Class 6 contains 322 members 
Mstep: Class 7 contains 44829 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 10085 members 
Mstep: Class 10 contains 10282 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 506 members 
Mstep: Class 13 contains 82855 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 525 members 
Mstep: Class 17 contains 62175 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54015412.000000 Penalty: 35783.207031
Iteration 82Q: 18 clusters Score -5.401541e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 117187 members 
Mstep: Class 3 contains 15595 members 
Mstep: Class 4 contains 63355 members 
Mstep: Class 5 contains 11321 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 44852 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 10081 members 
Mstep: Class 10 contains 10290 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 519 members 
Mstep: Class 13 contains 82827 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 525 members 
Mstep: Class 17 contains 62244 members 
Mstep: Class 19 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54015488.000000 Penalty: 35783.207031
Iteration 83Q: 18 clusters Score -5.401549e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 117166 members 
Mstep: Class 3 contains 15599 members 
Mstep: Class 4 contains 63277 members 
Mstep: Class 5 contains 11315 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 44883 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 10088 members 
Mstep: Class 10 contains 10299 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 523 members 
Mstep: Class 13 contains 82812 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 525 members 
Mstep: Class 17 contains 62313 members 
Mstep: Class 19 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54015584.000000 Penalty: 35783.207031
Iteration 84Q: 18 clusters Score -5.401558e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 117125 members 
Mstep: Class 3 contains 15614 members 
Mstep: Class 4 contains 63237 members 
Mstep: Class 5 contains 11307 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 44910 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 10304 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 527 members 
Mstep: Class 13 contains 82791 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 525 members 
Mstep: Class 17 contains 62368 members 
Mstep: Class 19 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54015668.000000 Penalty: 35783.207031
Iteration 85Q: 18 clusters Score -5.401567e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 117083 members 
Mstep: Class 3 contains 15623 members 
Mstep: Class 4 contains 63190 members 
Mstep: Class 5 contains 11300 members 
Mstep: Class 6 contains 313 members 
Mstep: Class 7 contains 44934 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 10107 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 82786 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 17 contains 62419 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54015776.000000 Penalty: 35783.207031
Iteration 86Q: 18 clusters Score -5.401578e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 117060 members 
Mstep: Class 3 contains 15630 members 
Mstep: Class 4 contains 63140 members 
Mstep: Class 5 contains 11292 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 44953 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 10106 members 
Mstep: Class 10 contains 10316 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 536 members 
Mstep: Class 13 contains 82784 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 17 contains 62471 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54015884.000000 Penalty: 35783.207031
Iteration 87Q: 18 clusters Score -5.401588e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 117043 members 
Mstep: Class 3 contains 15636 members 
Mstep: Class 4 contains 63088 members 
Mstep: Class 5 contains 11292 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 44961 members 
Mstep: Class 8 contains 807 members 
Mstep: Class 9 contains 10107 members 
Mstep: Class 10 contains 10321 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 82774 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 17 contains 62528 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54015892.000000 Penalty: 35783.207031
Iteration 88Q: 18 clusters Score -5.401589e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 117034 members 
Mstep: Class 3 contains 15639 members 
Mstep: Class 4 contains 63044 members 
Mstep: Class 5 contains 11295 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 44970 members 
Mstep: Class 8 contains 807 members 
Mstep: Class 9 contains 10105 members 
Mstep: Class 10 contains 10324 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 82773 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 17 contains 62566 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54015900.000000 Penalty: 35783.207031
Iteration 89Q: 18 clusters Score -5.40159e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 117025 members 
Mstep: Class 3 contains 15649 members 
Mstep: Class 4 contains 62995 members 
Mstep: Class 5 contains 11293 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 44980 members 
Mstep: Class 8 contains 806 members 
Mstep: Class 9 contains 10108 members 
Mstep: Class 10 contains 10326 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 82758 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 17 contains 62616 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54015808.000000 Penalty: 35783.207031
Iteration 90Q: 18 clusters Score -5.401581e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 117018 members 
Mstep: Class 3 contains 15654 members 
Mstep: Class 4 contains 62933 members 
Mstep: Class 5 contains 11288 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 44992 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 10116 members 
Mstep: Class 10 contains 10331 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 82751 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 17 contains 62668 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54015736.000000 Penalty: 35783.207031
Iteration 91Q: 18 clusters Score -5.401574e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 117003 members 
Mstep: Class 3 contains 15653 members 
Mstep: Class 4 contains 62901 members 
Mstep: Class 5 contains 11285 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 45001 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 10119 members 
Mstep: Class 10 contains 10339 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 82735 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 17 contains 62715 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54015660.000000 Penalty: 35783.207031
Iteration 92Q: 18 clusters Score -5.401566e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 117004 members 
Mstep: Class 3 contains 15662 members 
Mstep: Class 4 contains 62855 members 
Mstep: Class 5 contains 11280 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 45014 members 
Mstep: Class 8 contains 807 members 
Mstep: Class 9 contains 10118 members 
Mstep: Class 10 contains 10345 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 82719 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 17 contains 62752 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54015576.000000 Penalty: 35783.207031
Iteration 93Q: 18 clusters Score -5.401558e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116994 members 
Mstep: Class 3 contains 15672 members 
Mstep: Class 4 contains 62805 members 
Mstep: Class 5 contains 11277 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 45022 members 
Mstep: Class 8 contains 807 members 
Mstep: Class 9 contains 10119 members 
Mstep: Class 10 contains 10351 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 82709 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 17 contains 62800 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54015588.000000 Penalty: 35783.207031
Iteration 94Q: 18 clusters Score -5.401559e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116983 members 
Mstep: Class 3 contains 15679 members 
Mstep: Class 4 contains 62771 members 
Mstep: Class 5 contains 11279 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 45033 members 
Mstep: Class 8 contains 807 members 
Mstep: Class 9 contains 10120 members 
Mstep: Class 10 contains 10355 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 82697 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 17 contains 62832 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54015636.000000 Penalty: 35783.207031
Iteration 95Q: 18 clusters Score -5.401564e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116982 members 
Mstep: Class 3 contains 15685 members 
Mstep: Class 4 contains 62741 members 
Mstep: Class 5 contains 11275 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 45040 members 
Mstep: Class 8 contains 807 members 
Mstep: Class 9 contains 10114 members 
Mstep: Class 10 contains 10359 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 82684 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 17 contains 62869 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54015636.000000 Penalty: 35783.207031
Iteration 96Q: 18 clusters Score -5.401564e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116988 members 
Mstep: Class 3 contains 15692 members 
Mstep: Class 4 contains 62720 members 
Mstep: Class 5 contains 11273 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 45042 members 
Mstep: Class 8 contains 807 members 
Mstep: Class 9 contains 10109 members 
Mstep: Class 10 contains 10360 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 82668 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 17 contains 62897 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54015672.000000 Penalty: 35783.207031
Iteration 97Q: 18 clusters Score -5.401567e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116979 members 
Mstep: Class 3 contains 15700 members 
Mstep: Class 4 contains 62720 members 
Mstep: Class 5 contains 11272 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 45048 members 
Mstep: Class 8 contains 808 members 
Mstep: Class 9 contains 10107 members 
Mstep: Class 10 contains 10366 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 82647 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 17 contains 62909 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54015620.000000 Penalty: 35783.207031
Iteration 98Q: 18 clusters Score -5.401562e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116972 members 
Mstep: Class 3 contains 15705 members 
Mstep: Class 4 contains 62701 members 
Mstep: Class 5 contains 11271 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 45061 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10104 members 
Mstep: Class 10 contains 10373 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 82633 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 17 contains 62927 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54015704.000000 Penalty: 35783.207031
Iteration 99Q: 18 clusters Score -5.40157e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116964 members 
Mstep: Class 3 contains 15710 members 
Mstep: Class 4 contains 62690 members 
Mstep: Class 5 contains 11273 members 
Mstep: Class 6 contains 312 members 
Mstep: Class 7 contains 45072 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10099 members 
Mstep: Class 10 contains 10375 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 538 members 
Mstep: Class 13 contains 82617 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 17 contains 62947 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54015852.000000 Penalty: 35783.207031
Iteration 100F: 18 clusters Score -5.401585e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116961 members 
Mstep: Class 3 contains 15710 members 
Mstep: Class 4 contains 62681 members 
Mstep: Class 5 contains 11271 members 
Mstep: Class 6 contains 321 members 
Mstep: Class 7 contains 45080 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10101 members 
Mstep: Class 10 contains 10376 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 540 members 
Mstep: Class 13 contains 82607 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 17 contains 62960 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016028.000000 Penalty: 35783.207031
Iteration 101Q: 18 clusters Score -5.401603e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116947 members 
Mstep: Class 3 contains 15708 members 
Mstep: Class 4 contains 62679 members 
Mstep: Class 5 contains 11269 members 
Mstep: Class 6 contains 324 members 
Mstep: Class 7 contains 45090 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10100 members 
Mstep: Class 10 contains 10379 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 82611 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 17 contains 62964 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016176.000000 Penalty: 35783.207031
Iteration 102Q: 18 clusters Score -5.401618e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116936 members 
Mstep: Class 3 contains 15708 members 
Mstep: Class 4 contains 62667 members 
Mstep: Class 5 contains 11267 members 
Mstep: Class 6 contains 316 members 
Mstep: Class 7 contains 45097 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10101 members 
Mstep: Class 10 contains 10381 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 553 members 
Mstep: Class 13 contains 82613 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 17 contains 62977 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016232.000000 Penalty: 35783.207031
Iteration 103Q: 18 clusters Score -5.401623e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116925 members 
Mstep: Class 3 contains 15710 members 
Mstep: Class 4 contains 62670 members 
Mstep: Class 5 contains 11265 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 45101 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10103 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 82614 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 17 contains 62979 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016268.000000 Penalty: 35783.207031
Iteration 104Q: 18 clusters Score -5.401627e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116926 members 
Mstep: Class 3 contains 15709 members 
Mstep: Class 4 contains 62661 members 
Mstep: Class 5 contains 11264 members 
Mstep: Class 6 contains 311 members 
Mstep: Class 7 contains 45108 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10099 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 556 members 
Mstep: Class 13 contains 82618 members 
Mstep: Class 14 contains 487 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 17 contains 62982 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016272.000000 Penalty: 35783.207031
Iteration 105Q: 18 clusters Score -5.401627e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116923 members 
Mstep: Class 3 contains 15707 members 
Mstep: Class 4 contains 62661 members 
Mstep: Class 5 contains 11263 members 
Mstep: Class 6 contains 310 members 
Mstep: Class 7 contains 45113 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 556 members 
Mstep: Class 13 contains 82613 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 524 members 
Mstep: Class 17 contains 62989 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016264.000000 Penalty: 35783.207031
Iteration 106Q: 18 clusters Score -5.401626e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116918 members 
Mstep: Class 3 contains 15706 members 
Mstep: Class 4 contains 62656 members 
Mstep: Class 5 contains 11263 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 45120 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 556 members 
Mstep: Class 13 contains 82607 members 
Mstep: Class 14 contains 490 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 17 contains 63002 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016252.000000 Penalty: 35783.207031
Iteration 107Q: 18 clusters Score -5.401625e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116911 members 
Mstep: Class 3 contains 15704 members 
Mstep: Class 4 contains 62654 members 
Mstep: Class 5 contains 11263 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 45125 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 553 members 
Mstep: Class 13 contains 82605 members 
Mstep: Class 14 contains 493 members 
Mstep: Class 15 contains 523 members 
Mstep: Class 17 contains 63009 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016268.000000 Penalty: 35783.207031
Iteration 108Q: 18 clusters Score -5.401627e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116908 members 
Mstep: Class 3 contains 15702 members 
Mstep: Class 4 contains 62650 members 
Mstep: Class 5 contains 11262 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 45123 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 552 members 
Mstep: Class 13 contains 82605 members 
Mstep: Class 14 contains 496 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63020 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016260.000000 Penalty: 35783.207031
Iteration 109Q: 18 clusters Score -5.401626e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116895 members 
Mstep: Class 3 contains 15702 members 
Mstep: Class 4 contains 62647 members 
Mstep: Class 5 contains 11263 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 45127 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 82605 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63031 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016268.000000 Penalty: 35783.207031
Iteration 110Q: 18 clusters Score -5.401627e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116883 members 
Mstep: Class 3 contains 15703 members 
Mstep: Class 4 contains 62638 members 
Mstep: Class 5 contains 11263 members 
Mstep: Class 6 contains 309 members 
Mstep: Class 7 contains 45133 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 550 members 
Mstep: Class 13 contains 82610 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63040 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016276.000000 Penalty: 35783.207031
Iteration 111Q: 18 clusters Score -5.401628e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116877 members 
Mstep: Class 3 contains 15699 members 
Mstep: Class 4 contains 62624 members 
Mstep: Class 5 contains 11263 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 45143 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 10381 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 550 members 
Mstep: Class 13 contains 82613 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63049 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016276.000000 Penalty: 35783.207031
Iteration 112Q: 18 clusters Score -5.401628e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116871 members 
Mstep: Class 3 contains 15695 members 
Mstep: Class 4 contains 62620 members 
Mstep: Class 5 contains 11263 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 45149 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10099 members 
Mstep: Class 10 contains 10381 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 549 members 
Mstep: Class 13 contains 82616 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63053 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016236.000000 Penalty: 35783.207031
Iteration 113Q: 18 clusters Score -5.401624e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116863 members 
Mstep: Class 3 contains 15692 members 
Mstep: Class 4 contains 62617 members 
Mstep: Class 5 contains 11263 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 45158 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10101 members 
Mstep: Class 10 contains 10381 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 549 members 
Mstep: Class 13 contains 82613 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63059 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016304.000000 Penalty: 35783.207031
Iteration 114Q: 18 clusters Score -5.40163e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116856 members 
Mstep: Class 3 contains 15692 members 
Mstep: Class 4 contains 62614 members 
Mstep: Class 5 contains 11263 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 45168 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10101 members 
Mstep: Class 10 contains 10381 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 549 members 
Mstep: Class 13 contains 82611 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63061 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016256.000000 Penalty: 35783.207031
Iteration 115Q: 18 clusters Score -5.401626e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116844 members 
Mstep: Class 3 contains 15695 members 
Mstep: Class 4 contains 62604 members 
Mstep: Class 5 contains 11263 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 45180 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10101 members 
Mstep: Class 10 contains 10381 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 549 members 
Mstep: Class 13 contains 82612 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63067 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016252.000000 Penalty: 35783.207031
Iteration 116Q: 18 clusters Score -5.401625e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116835 members 
Mstep: Class 3 contains 15697 members 
Mstep: Class 4 contains 62597 members 
Mstep: Class 5 contains 11264 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 45191 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10102 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 549 members 
Mstep: Class 13 contains 82608 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63073 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016260.000000 Penalty: 35783.207031
Iteration 117Q: 18 clusters Score -5.401626e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 116823 members 
Mstep: Class 3 contains 15698 members 
Mstep: Class 4 contains 62583 members 
Mstep: Class 5 contains 11265 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 45204 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10101 members 
Mstep: Class 10 contains 10381 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 549 members 
Mstep: Class 13 contains 82612 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63080 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016296.000000 Penalty: 35783.207031
Iteration 118Q: 18 clusters Score -5.40163e+07 nChanged 54
Entering ConstructFrom: 
Score: -54016296.000000 Penalty: 35783.207031
Entering ConstructFrom: 
Trying to split cluster 1 (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: -55701.660156 Penalty: 1010.522522
	Iteration 0F: 2 clusters Score -55701.66 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 241 members 
Entering Unmasked Estep 
Score: -54623.335938 Penalty: 2021.045044
	Iteration 0F: 3 clusters Score -54623.34 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54831.640625 Penalty: 2021.045044
	Iteration 1F: 3 clusters Score -54831.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54954.023438 Penalty: 2021.045044
	Iteration 2F: 3 clusters Score -54954.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -55018.703125 Penalty: 2021.045044
	Iteration 3F: 3 clusters Score -55018.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -55048.835938 Penalty: 2021.045044
	Iteration 4Q: 3 clusters Score -55048.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55064.738281 Penalty: 2021.045044
	Iteration 5Q: 3 clusters Score -55064.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -55070.644531 Penalty: 2021.045044
	Iteration 6Q: 3 clusters Score -55070.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -55076.355469 Penalty: 2021.045044
	Iteration 7Q: 3 clusters Score -55076.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -55078.089844 Penalty: 2021.045044
	Iteration 8Q: 3 clusters Score -55078.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55079.496094 Penalty: 2021.045044
	Iteration 9Q: 3 clusters Score -55079.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55079.496094 Penalty: 2021.045044
	Iteration 10F: 3 clusters Score -55079.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (116814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116814 members 
Entering Unmasked Estep 
Score: -15079116.000000 Penalty: 1896.104858
	Iteration 0F: 2 clusters Score -1.507912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
Score: -15008065.000000 Penalty: 3792.209717
	Iteration 0F: 3 clusters Score -1.500806e+07 nChanged 56163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63713 members 
Mstep: Class 2 contains 53101 members 
Entering Unmasked Estep 
Score: -15041291.000000 Penalty: 3792.209717
	Iteration 1F: 3 clusters Score -1.504129e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67016 members 
Mstep: Class 2 contains 49798 members 
Entering Unmasked Estep 
Score: -15042800.000000 Penalty: 3792.209717
	Iteration 2Q: 3 clusters Score -1.50428e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71893 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -15045202.000000 Penalty: 3792.209717
	Iteration 3F: 3 clusters Score -1.50452e+07 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78571 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -15048652.000000 Penalty: 3792.209717
	Iteration 4F: 3 clusters Score -1.504865e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86851 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -15053592.000000 Penalty: 3792.209717
	Iteration 5F: 3 clusters Score -1.505359e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95739 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -15061863.000000 Penalty: 3792.209717
	Iteration 6F: 3 clusters Score -1.506186e+07 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104362 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -15071932.000000 Penalty: 3792.209717
	Iteration 7F: 3 clusters Score -1.507193e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111201 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -15076316.000000 Penalty: 3792.209717
	Iteration 8F: 3 clusters Score -1.507632e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114796 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -15077101.000000 Penalty: 3792.209717
	Iteration 9Q: 3 clusters Score -1.50771e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116069 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -15077293.000000 Penalty: 3792.209717
	Iteration 10Q: 3 clusters Score -1.507729e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116422 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -15077404.000000 Penalty: 3792.209717
	Iteration 11Q: 3 clusters Score -1.50774e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116514 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -15077482.000000 Penalty: 3792.209717
	Iteration 12Q: 3 clusters Score -1.507748e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116533 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -15077507.000000 Penalty: 3792.209717
	Iteration 13Q: 3 clusters Score -1.507751e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116551 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -15077521.000000 Penalty: 3792.209717
	Iteration 14Q: 3 clusters Score -1.507752e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116557 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -15077551.000000 Penalty: 3792.209717
	Iteration 15Q: 3 clusters Score -1.507755e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116558 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -15077572.000000 Penalty: 3792.209717
	Iteration 16Q: 3 clusters Score -1.507757e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116563 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -15077588.000000 Penalty: 3792.209717
	Iteration 17Q: 3 clusters Score -1.507759e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116566 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -15077593.000000 Penalty: 3792.209717
	Iteration 18Q: 3 clusters Score -1.507759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116563 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -15077596.000000 Penalty: 3792.209717
	Iteration 19Q: 3 clusters Score -1.50776e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116561 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -15077596.000000 Penalty: 3792.209717
	Iteration 20F: 3 clusters Score -1.50776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116560 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15077610.000000 Penalty: 3792.209717
	Iteration 21Q: 3 clusters Score -1.507761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116561 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -15077604.000000 Penalty: 3792.209717
	Iteration 22Q: 3 clusters Score -1.50776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116560 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -15077613.000000 Penalty: 3792.209717
	Iteration 23Q: 3 clusters Score -1.507761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116562 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -15077607.000000 Penalty: 3792.209717
	Iteration 24Q: 3 clusters Score -1.507761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116562 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -15077627.000000 Penalty: 3792.209717
	Iteration 25Q: 3 clusters Score -1.507763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116564 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15077640.000000 Penalty: 3792.209717
	Iteration 26Q: 3 clusters Score -1.507764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116564 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -15077646.000000 Penalty: 3792.209717
	Iteration 27Q: 3 clusters Score -1.507765e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116565 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -15077642.000000 Penalty: 3792.209717
	Iteration 28Q: 3 clusters Score -1.507764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116565 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -15077646.000000 Penalty: 3792.209717
	Iteration 29Q: 3 clusters Score -1.507765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116565 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -15077651.000000 Penalty: 3792.209717
	Iteration 30Q: 3 clusters Score -1.507765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116567 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -15077651.000000 Penalty: 3792.209717
	Iteration 31Q: 3 clusters Score -1.507765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116569 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -15077650.000000 Penalty: 3792.209717
	Iteration 32Q: 3 clusters Score -1.507765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116570 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15077654.000000 Penalty: 3792.209717
	Iteration 33Q: 3 clusters Score -1.507765e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116570 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15077654.000000 Penalty: 3792.209717
	Iteration 34F: 3 clusters Score -1.507765e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Entering Unmasked Estep 
Score: -2059928.875000 Penalty: 1569.959351
	Iteration 0F: 2 clusters Score -2059929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2049107.500000 Penalty: 3139.918701
	Iteration 0F: 3 clusters Score -2049108 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2052900.375000 Penalty: 3139.918701
	Iteration 1F: 3 clusters Score -2052900 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2053193.125000 Penalty: 3139.918701
	Iteration 2F: 3 clusters Score -2053193 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2053421.125000 Penalty: 3139.918701
	Iteration 3Q: 3 clusters Score -2053421 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2053624.000000 Penalty: 3139.918701
	Iteration 4Q: 3 clusters Score -2053624 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2053803.250000 Penalty: 3139.918701
	Iteration 5Q: 3 clusters Score -2053803 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2054006.125000 Penalty: 3139.918701
	Iteration 6Q: 3 clusters Score -2054006 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2054218.500000 Penalty: 3139.918701
	Iteration 7Q: 3 clusters Score -2054218 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2054464.000000 Penalty: 3139.918701
	Iteration 8Q: 3 clusters Score -2054464 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2054735.625000 Penalty: 3139.918701
	Iteration 9Q: 3 clusters Score -2054736 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2055081.750000 Penalty: 3139.918701
	Iteration 10Q: 3 clusters Score -2055082 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2055452.625000 Penalty: 3139.918701
	Iteration 11Q: 3 clusters Score -2055453 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2055801.750000 Penalty: 3139.918701
	Iteration 12Q: 3 clusters Score -2055802 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2056161.250000 Penalty: 3139.918701
	Iteration 13Q: 3 clusters Score -2056161 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2056473.250000 Penalty: 3139.918701
	Iteration 14Q: 3 clusters Score -2056473 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2056700.000000 Penalty: 3139.918701
	Iteration 15Q: 3 clusters Score -2056700 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2056840.875000 Penalty: 3139.918701
	Iteration 16Q: 3 clusters Score -2056841 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2056925.500000 Penalty: 3139.918701
	Iteration 17Q: 3 clusters Score -2056926 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2056979.375000 Penalty: 3139.918701
	Iteration 18Q: 3 clusters Score -2056979 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -2057010.250000 Penalty: 3139.918701
	Iteration 19Q: 3 clusters Score -2057010 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2057039.125000 Penalty: 3139.918701
	Iteration 20F: 3 clusters Score -2057039 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2057069.625000 Penalty: 3139.918701
	Iteration 21Q: 3 clusters Score -2057070 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2057104.500000 Penalty: 3139.918701
	Iteration 22Q: 3 clusters Score -2057104 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2057131.750000 Penalty: 3139.918701
	Iteration 23Q: 3 clusters Score -2057132 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2057163.250000 Penalty: 3139.918701
	Iteration 24Q: 3 clusters Score -2057163 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2057184.625000 Penalty: 3139.918701
	Iteration 25Q: 3 clusters Score -2057185 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2057203.250000 Penalty: 3139.918701
	Iteration 26Q: 3 clusters Score -2057203 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2057225.875000 Penalty: 3139.918701
	Iteration 27Q: 3 clusters Score -2057226 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2057239.375000 Penalty: 3139.918701
	Iteration 28Q: 3 clusters Score -2057239 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2057262.500000 Penalty: 3139.918701
	Iteration 29Q: 3 clusters Score -2057262 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2057284.500000 Penalty: 3139.918701
	Iteration 30Q: 3 clusters Score -2057284 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -2057302.375000 Penalty: 3139.918701
	Iteration 31Q: 3 clusters Score -2057302 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2057318.500000 Penalty: 3139.918701
	Iteration 32Q: 3 clusters Score -2057318 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2057332.625000 Penalty: 3139.918701
	Iteration 33Q: 3 clusters Score -2057333 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2057344.375000 Penalty: 3139.918701
	Iteration 34Q: 3 clusters Score -2057344 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2057364.875000 Penalty: 3139.918701
	Iteration 35Q: 3 clusters Score -2057365 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2057374.750000 Penalty: 3139.918701
	Iteration 36Q: 3 clusters Score -2057375 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2057384.875000 Penalty: 3139.918701
	Iteration 37Q: 3 clusters Score -2057385 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2057398.125000 Penalty: 3139.918701
	Iteration 38Q: 3 clusters Score -2057398 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2057431.875000 Penalty: 3139.918701
	Iteration 39Q: 3 clusters Score -2057432 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2057460.250000 Penalty: 3139.918701
	Iteration 40F: 3 clusters Score -2057460 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2057485.500000 Penalty: 3139.918701
	Iteration 41Q: 3 clusters Score -2057486 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2057515.000000 Penalty: 3139.918701
	Iteration 42Q: 3 clusters Score -2057515 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2057541.625000 Penalty: 3139.918701
	Iteration 43Q: 3 clusters Score -2057542 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2057568.750000 Penalty: 3139.918701
	Iteration 44Q: 3 clusters Score -2057569 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2057593.750000 Penalty: 3139.918701
	Iteration 45Q: 3 clusters Score -2057594 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2057624.125000 Penalty: 3139.918701
	Iteration 46Q: 3 clusters Score -2057624 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2057651.750000 Penalty: 3139.918701
	Iteration 47Q: 3 clusters Score -2057652 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2057681.250000 Penalty: 3139.918701
	Iteration 48Q: 3 clusters Score -2057681 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2057711.750000 Penalty: 3139.918701
	Iteration 49Q: 3 clusters Score -2057712 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2057756.750000 Penalty: 3139.918701
	Iteration 50Q: 3 clusters Score -2057757 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2057790.750000 Penalty: 3139.918701
	Iteration 51Q: 3 clusters Score -2057791 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2057831.500000 Penalty: 3139.918701
	Iteration 52Q: 3 clusters Score -2057832 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2057864.625000 Penalty: 3139.918701
	Iteration 53Q: 3 clusters Score -2057865 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2057899.375000 Penalty: 3139.918701
	Iteration 54Q: 3 clusters Score -2057899 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2057930.000000 Penalty: 3139.918701
	Iteration 55Q: 3 clusters Score -2057930 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2057961.875000 Penalty: 3139.918701
	Iteration 56Q: 3 clusters Score -2057962 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2057989.625000 Penalty: 3139.918701
	Iteration 57Q: 3 clusters Score -2057990 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2058023.625000 Penalty: 3139.918701
	Iteration 58Q: 3 clusters Score -2058024 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2058065.750000 Penalty: 3139.918701
	Iteration 59Q: 3 clusters Score -2058066 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2058101.750000 Penalty: 3139.918701
	Iteration 60F: 3 clusters Score -2058102 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2058120.500000 Penalty: 3139.918701
	Iteration 61Q: 3 clusters Score -2058120 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2058149.625000 Penalty: 3139.918701
	Iteration 62Q: 3 clusters Score -2058150 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2058187.250000 Penalty: 3139.918701
	Iteration 63Q: 3 clusters Score -2058187 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2058224.500000 Penalty: 3139.918701
	Iteration 64Q: 3 clusters Score -2058224 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2058258.250000 Penalty: 3139.918701
	Iteration 65Q: 3 clusters Score -2058258 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2058284.500000 Penalty: 3139.918701
	Iteration 66Q: 3 clusters Score -2058284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2058302.875000 Penalty: 3139.918701
	Iteration 67Q: 3 clusters Score -2058303 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2058324.875000 Penalty: 3139.918701
	Iteration 68Q: 3 clusters Score -2058325 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2058347.375000 Penalty: 3139.918701
	Iteration 69Q: 3 clusters Score -2058347 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2058376.375000 Penalty: 3139.918701
	Iteration 70Q: 3 clusters Score -2058376 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2058395.625000 Penalty: 3139.918701
	Iteration 71Q: 3 clusters Score -2058396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2058414.875000 Penalty: 3139.918701
	Iteration 72Q: 3 clusters Score -2058415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2058430.250000 Penalty: 3139.918701
	Iteration 73Q: 3 clusters Score -2058430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2058446.125000 Penalty: 3139.918701
	Iteration 74Q: 3 clusters Score -2058446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2058461.000000 Penalty: 3139.918701
	Iteration 75Q: 3 clusters Score -2058461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2058477.000000 Penalty: 3139.918701
	Iteration 76Q: 3 clusters Score -2058477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2058491.000000 Penalty: 3139.918701
	Iteration 77Q: 3 clusters Score -2058491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2058500.750000 Penalty: 3139.918701
	Iteration 78Q: 3 clusters Score -2058501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2058513.250000 Penalty: 3139.918701
	Iteration 79Q: 3 clusters Score -2058513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2058524.750000 Penalty: 3139.918701
	Iteration 80F: 3 clusters Score -2058525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2058532.250000 Penalty: 3139.918701
	Iteration 81Q: 3 clusters Score -2058532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2058536.750000 Penalty: 3139.918701
	Iteration 82Q: 3 clusters Score -2058537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2058541.875000 Penalty: 3139.918701
	Iteration 83Q: 3 clusters Score -2058542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2058549.500000 Penalty: 3139.918701
	Iteration 84Q: 3 clusters Score -2058550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2058553.375000 Penalty: 3139.918701
	Iteration 85Q: 3 clusters Score -2058553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2058553.375000 Penalty: 3139.918701
	Iteration 86Q: 3 clusters Score -2058553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2058555.500000 Penalty: 3139.918701
	Iteration 87Q: 3 clusters Score -2058556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2058555.500000 Penalty: 3139.918701
	Iteration 88F: 3 clusters Score -2058556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Entering Unmasked Estep 
Score: -8257412.500000 Penalty: 1794.664551
	Iteration 0F: 2 clusters Score -8257412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -8224537.000000 Penalty: 3589.329102
	Iteration 0F: 3 clusters Score -8224537 nChanged 29424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -8241222.500000 Penalty: 3589.329102
	Iteration 1F: 3 clusters Score -8241222 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -8241756.500000 Penalty: 3589.329102
	Iteration 2Q: 3 clusters Score -8241756 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -8242461.000000 Penalty: 3589.329102
	Iteration 3Q: 3 clusters Score -8242461 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -8243576.000000 Penalty: 3589.329102
	Iteration 4Q: 3 clusters Score -8243576 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -8245473.000000 Penalty: 3589.329102
	Iteration 5F: 3 clusters Score -8245473 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -8248639.500000 Penalty: 3589.329102
	Iteration 6F: 3 clusters Score -8248640 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -8251112.000000 Penalty: 3589.329102
	Iteration 7F: 3 clusters Score -8251112 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -8252666.500000 Penalty: 3589.329102
	Iteration 8F: 3 clusters Score -8252666 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -8253873.500000 Penalty: 3589.329102
	Iteration 9Q: 3 clusters Score -8253874 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -8254595.500000 Penalty: 3589.329102
	Iteration 10Q: 3 clusters Score -8254596 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 59004 members 
Entering Unmasked Estep 
Score: -8255005.500000 Penalty: 3589.329102
	Iteration 11Q: 3 clusters Score -8255006 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 59614 members 
Entering Unmasked Estep 
Score: -8255345.500000 Penalty: 3589.329102
	Iteration 12Q: 3 clusters Score -8255346 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 59985 members 
Entering Unmasked Estep 
Score: -8255516.000000 Penalty: 3589.329102
	Iteration 13Q: 3 clusters Score -8255516 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 60249 members 
Entering Unmasked Estep 
Score: -8255633.500000 Penalty: 3589.329102
	Iteration 14Q: 3 clusters Score -8255634 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 60443 members 
Entering Unmasked Estep 
Score: -8255725.000000 Penalty: 3589.329102
	Iteration 15Q: 3 clusters Score -8255725 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -8255764.500000 Penalty: 3589.329102
	Iteration 16Q: 3 clusters Score -8255764 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 60691 members 
Entering Unmasked Estep 
Score: -8255835.000000 Penalty: 3589.329102
	Iteration 17Q: 3 clusters Score -8255835 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 60764 members 
Entering Unmasked Estep 
Score: -8255829.000000 Penalty: 3589.329102
	Iteration 18Q: 3 clusters Score -8255829 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -8255832.000000 Penalty: 3589.329102
	Iteration 19Q: 3 clusters Score -8255832 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -8255827.000000 Penalty: 3589.329102
	Iteration 20F: 3 clusters Score -8255827 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 60889 members 
Entering Unmasked Estep 
Score: -8255847.000000 Penalty: 3589.329102
	Iteration 21Q: 3 clusters Score -8255847 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -8255867.500000 Penalty: 3589.329102
	Iteration 22Q: 3 clusters Score -8255868 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 60949 members 
Entering Unmasked Estep 
Score: -8255881.500000 Penalty: 3589.329102
	Iteration 23Q: 3 clusters Score -8255882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -8255890.500000 Penalty: 3589.329102
	Iteration 24Q: 3 clusters Score -8255890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -8255908.000000 Penalty: 3589.329102
	Iteration 25Q: 3 clusters Score -8255908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -8255922.500000 Penalty: 3589.329102
	Iteration 26Q: 3 clusters Score -8255922 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -8255942.500000 Penalty: 3589.329102
	Iteration 27Q: 3 clusters Score -8255942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -8255950.500000 Penalty: 3589.329102
	Iteration 28Q: 3 clusters Score -8255950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 61142 members 
Entering Unmasked Estep 
Score: -8255978.500000 Penalty: 3589.329102
	Iteration 29Q: 3 clusters Score -8255978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 61155 members 
Entering Unmasked Estep 
Score: -8255980.000000 Penalty: 3589.329102
	Iteration 30Q: 3 clusters Score -8255980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 61169 members 
Entering Unmasked Estep 
Score: -8255965.500000 Penalty: 3589.329102
	Iteration 31Q: 3 clusters Score -8255966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 61183 members 
Entering Unmasked Estep 
Score: -8255985.500000 Penalty: 3589.329102
	Iteration 32Q: 3 clusters Score -8255986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 61191 members 
Entering Unmasked Estep 
Score: -8255985.500000 Penalty: 3589.329102
	Iteration 33Q: 3 clusters Score -8255986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 61205 members 
Entering Unmasked Estep 
Score: -8255996.000000 Penalty: 3589.329102
	Iteration 34Q: 3 clusters Score -8255996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 61214 members 
Entering Unmasked Estep 
Score: -8256000.000000 Penalty: 3589.329102
	Iteration 35Q: 3 clusters Score -8256000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 61222 members 
Entering Unmasked Estep 
Score: -8255997.500000 Penalty: 3589.329102
	Iteration 36Q: 3 clusters Score -8255998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 61229 members 
Entering Unmasked Estep 
Score: -8255995.000000 Penalty: 3589.329102
	Iteration 37Q: 3 clusters Score -8255995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 61237 members 
Entering Unmasked Estep 
Score: -8255989.000000 Penalty: 3589.329102
	Iteration 38Q: 3 clusters Score -8255989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 61242 members 
Entering Unmasked Estep 
Score: -8255996.500000 Penalty: 3589.329102
	Iteration 39Q: 3 clusters Score -8255996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 61245 members 
Entering Unmasked Estep 
Score: -8256000.000000 Penalty: 3589.329102
	Iteration 40F: 3 clusters Score -8256000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -8256019.500000 Penalty: 3589.329102
	Iteration 41Q: 3 clusters Score -8256020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 61260 members 
Entering Unmasked Estep 
Score: -8256014.500000 Penalty: 3589.329102
	Iteration 42Q: 3 clusters Score -8256014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -8256017.000000 Penalty: 3589.329102
	Iteration 43Q: 3 clusters Score -8256017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 61270 members 
Entering Unmasked Estep 
Score: -8256023.000000 Penalty: 3589.329102
	Iteration 44Q: 3 clusters Score -8256023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -8256032.000000 Penalty: 3589.329102
	Iteration 45Q: 3 clusters Score -8256032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 61284 members 
Entering Unmasked Estep 
Score: -8256025.500000 Penalty: 3589.329102
	Iteration 46Q: 3 clusters Score -8256026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 61291 members 
Entering Unmasked Estep 
Score: -8256040.500000 Penalty: 3589.329102
	Iteration 47Q: 3 clusters Score -8256040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 61299 members 
Entering Unmasked Estep 
Score: -8256044.000000 Penalty: 3589.329102
	Iteration 48Q: 3 clusters Score -8256044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -8256021.500000 Penalty: 3589.329102
	Iteration 49Q: 3 clusters Score -8256022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 61308 members 
Entering Unmasked Estep 
Score: -8256033.500000 Penalty: 3589.329102
	Iteration 50Q: 3 clusters Score -8256034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 61313 members 
Entering Unmasked Estep 
Score: -8256036.000000 Penalty: 3589.329102
	Iteration 51Q: 3 clusters Score -8256036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -8256031.500000 Penalty: 3589.329102
	Iteration 52Q: 3 clusters Score -8256032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 61319 members 
Entering Unmasked Estep 
Score: -8256032.500000 Penalty: 3589.329102
	Iteration 53Q: 3 clusters Score -8256032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 61320 members 
Entering Unmasked Estep 
Score: -8256029.500000 Penalty: 3589.329102
	Iteration 54Q: 3 clusters Score -8256030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 61324 members 
Entering Unmasked Estep 
Score: -8256038.500000 Penalty: 3589.329102
	Iteration 55Q: 3 clusters Score -8256038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 61327 members 
Entering Unmasked Estep 
Score: -8256032.000000 Penalty: 3589.329102
	Iteration 56Q: 3 clusters Score -8256032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -8256048.500000 Penalty: 3589.329102
	Iteration 57Q: 3 clusters Score -8256048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 61336 members 
Entering Unmasked Estep 
Score: -8256042.500000 Penalty: 3589.329102
	Iteration 58Q: 3 clusters Score -8256042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 61337 members 
Entering Unmasked Estep 
Score: -8256044.000000 Penalty: 3589.329102
	Iteration 59Q: 3 clusters Score -8256044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -8256049.500000 Penalty: 3589.329102
	Iteration 60F: 3 clusters Score -8256050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -8256046.000000 Penalty: 3589.329102
	Iteration 61Q: 3 clusters Score -8256046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -8256046.000000 Penalty: 3589.329102
	Iteration 62F: 3 clusters Score -8256046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Entering Unmasked Estep 
Score: -1463613.375000 Penalty: 1516.022095
	Iteration 0F: 2 clusters Score -1463613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1455569.500000 Penalty: 3032.044189
	Iteration 0F: 3 clusters Score -1455570 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1458237.375000 Penalty: 3032.044189
	Iteration 1F: 3 clusters Score -1458237 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1458452.250000 Penalty: 3032.044189
	Iteration 2F: 3 clusters Score -1458452 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1458588.625000 Penalty: 3032.044189
	Iteration 3Q: 3 clusters Score -1458589 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1458711.625000 Penalty: 3032.044189
	Iteration 4Q: 3 clusters Score -1458712 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1458795.500000 Penalty: 3032.044189
	Iteration 5Q: 3 clusters Score -1458796 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1458855.875000 Penalty: 3032.044189
	Iteration 6Q: 3 clusters Score -1458856 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1458920.750000 Penalty: 3032.044189
	Iteration 7Q: 3 clusters Score -1458921 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1458986.000000 Penalty: 3032.044189
	Iteration 8Q: 3 clusters Score -1458986 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1459069.625000 Penalty: 3032.044189
	Iteration 9Q: 3 clusters Score -1459070 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1459170.375000 Penalty: 3032.044189
	Iteration 10Q: 3 clusters Score -1459170 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1459294.375000 Penalty: 3032.044189
	Iteration 11Q: 3 clusters Score -1459294 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1459463.500000 Penalty: 3032.044189
	Iteration 12Q: 3 clusters Score -1459464 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1459677.125000 Penalty: 3032.044189
	Iteration 13Q: 3 clusters Score -1459677 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1460030.125000 Penalty: 3032.044189
	Iteration 14Q: 3 clusters Score -1460030 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1460445.000000 Penalty: 3032.044189
	Iteration 15F: 3 clusters Score -1460445 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1460908.125000 Penalty: 3032.044189
	Iteration 16F: 3 clusters Score -1460908 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1461349.750000 Penalty: 3032.044189
	Iteration 17Q: 3 clusters Score -1461350 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1461690.250000 Penalty: 3032.044189
	Iteration 18Q: 3 clusters Score -1461690 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1461920.250000 Penalty: 3032.044189
	Iteration 19Q: 3 clusters Score -1461920 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1462065.250000 Penalty: 3032.044189
	Iteration 20F: 3 clusters Score -1462065 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1462134.625000 Penalty: 3032.044189
	Iteration 21Q: 3 clusters Score -1462135 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1462181.750000 Penalty: 3032.044189
	Iteration 22Q: 3 clusters Score -1462182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1462226.000000 Penalty: 3032.044189
	Iteration 23Q: 3 clusters Score -1462226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1462252.375000 Penalty: 3032.044189
	Iteration 24Q: 3 clusters Score -1462252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1462277.250000 Penalty: 3032.044189
	Iteration 25Q: 3 clusters Score -1462277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1462288.625000 Penalty: 3032.044189
	Iteration 26Q: 3 clusters Score -1462289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1462299.375000 Penalty: 3032.044189
	Iteration 27Q: 3 clusters Score -1462299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1462303.125000 Penalty: 3032.044189
	Iteration 28Q: 3 clusters Score -1462303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1462309.875000 Penalty: 3032.044189
	Iteration 29Q: 3 clusters Score -1462310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1462314.875000 Penalty: 3032.044189
	Iteration 30Q: 3 clusters Score -1462315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1462326.875000 Penalty: 3032.044189
	Iteration 31Q: 3 clusters Score -1462327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1462333.500000 Penalty: 3032.044189
	Iteration 32Q: 3 clusters Score -1462334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1462341.250000 Penalty: 3032.044189
	Iteration 33Q: 3 clusters Score -1462341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1462345.375000 Penalty: 3032.044189
	Iteration 34Q: 3 clusters Score -1462345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1462345.375000 Penalty: 3032.044189
	Iteration 35F: 3 clusters Score -1462345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -14988.846680 Penalty: 931.141174
	Iteration 0F: 2 clusters Score -14988.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14348.744141 Penalty: 1862.282349
	Iteration 0F: 3 clusters Score -14348.74 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -14689.117188 Penalty: 1862.282349
	Iteration 1F: 3 clusters Score -14689.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -14828.299805 Penalty: 1862.282349
	Iteration 2F: 3 clusters Score -14828.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -14927.801758 Penalty: 1862.282349
	Iteration 3Q: 3 clusters Score -14927.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -14959.489258 Penalty: 1862.282349
	Iteration 4Q: 3 clusters Score -14959.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -14965.262695 Penalty: 1862.282349
	Iteration 5Q: 3 clusters Score -14965.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -14965.262695 Penalty: 1862.282349
	Iteration 6F: 3 clusters Score -14965.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Entering Unmasked Estep 
Score: -5886279.000000 Penalty: 1741.860229
	Iteration 0F: 2 clusters Score -5886279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -5855929.500000 Penalty: 3483.720459
	Iteration 0F: 3 clusters Score -5855930 nChanged 21176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -5868247.500000 Penalty: 3483.720459
	Iteration 1F: 3 clusters Score -5868248 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -5868955.000000 Penalty: 3483.720459
	Iteration 2Q: 3 clusters Score -5868955 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -5869753.000000 Penalty: 3483.720459
	Iteration 3Q: 3 clusters Score -5869753 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -5871006.500000 Penalty: 3483.720459
	Iteration 4F: 3 clusters Score -5871006 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -5872852.500000 Penalty: 3483.720459
	Iteration 5F: 3 clusters Score -5872852 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -5875453.500000 Penalty: 3483.720459
	Iteration 6F: 3 clusters Score -5875454 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -5878170.000000 Penalty: 3483.720459
	Iteration 7F: 3 clusters Score -5878170 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -5880462.000000 Penalty: 3483.720459
	Iteration 8F: 3 clusters Score -5880462 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -5882150.500000 Penalty: 3483.720459
	Iteration 9Q: 3 clusters Score -5882150 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -5883247.000000 Penalty: 3483.720459
	Iteration 10Q: 3 clusters Score -5883247 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -5883949.500000 Penalty: 3483.720459
	Iteration 11Q: 3 clusters Score -5883950 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -5884350.000000 Penalty: 3483.720459
	Iteration 12Q: 3 clusters Score -5884350 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -5884492.000000 Penalty: 3483.720459
	Iteration 13Q: 3 clusters Score -5884492 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -5884584.000000 Penalty: 3483.720459
	Iteration 14Q: 3 clusters Score -5884584 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -5884651.500000 Penalty: 3483.720459
	Iteration 15Q: 3 clusters Score -5884652 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -5884696.500000 Penalty: 3483.720459
	Iteration 16Q: 3 clusters Score -5884696 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -5884739.500000 Penalty: 3483.720459
	Iteration 17Q: 3 clusters Score -5884740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -5884760.500000 Penalty: 3483.720459
	Iteration 18Q: 3 clusters Score -5884760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 44838 members 
Entering Unmasked Estep 
Score: -5884770.000000 Penalty: 3483.720459
	Iteration 19Q: 3 clusters Score -5884770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -5884772.000000 Penalty: 3483.720459
	Iteration 20F: 3 clusters Score -5884772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -5884779.000000 Penalty: 3483.720459
	Iteration 21Q: 3 clusters Score -5884779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -5884778.500000 Penalty: 3483.720459
	Iteration 22Q: 3 clusters Score -5884778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -5884776.000000 Penalty: 3483.720459
	Iteration 23Q: 3 clusters Score -5884776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -5884773.500000 Penalty: 3483.720459
	Iteration 24Q: 3 clusters Score -5884774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -5884778.500000 Penalty: 3483.720459
	Iteration 25Q: 3 clusters Score -5884778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -5884776.500000 Penalty: 3483.720459
	Iteration 26Q: 3 clusters Score -5884776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -5884779.000000 Penalty: 3483.720459
	Iteration 27Q: 3 clusters Score -5884779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -5884786.000000 Penalty: 3483.720459
	Iteration 28Q: 3 clusters Score -5884786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -5884786.000000 Penalty: 3483.720459
	Iteration 29Q: 3 clusters Score -5884786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -5884788.000000 Penalty: 3483.720459
	Iteration 30Q: 3 clusters Score -5884788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -5884789.000000 Penalty: 3483.720459
	Iteration 31Q: 3 clusters Score -5884789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -5884795.500000 Penalty: 3483.720459
	Iteration 32Q: 3 clusters Score -5884796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -5884805.500000 Penalty: 3483.720459
	Iteration 33Q: 3 clusters Score -5884806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -5884808.500000 Penalty: 3483.720459
	Iteration 34Q: 3 clusters Score -5884808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -5884819.000000 Penalty: 3483.720459
	Iteration 35Q: 3 clusters Score -5884819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -5884823.500000 Penalty: 3483.720459
	Iteration 36Q: 3 clusters Score -5884824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -5884822.500000 Penalty: 3483.720459
	Iteration 37Q: 3 clusters Score -5884822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -5884824.500000 Penalty: 3483.720459
	Iteration 38Q: 3 clusters Score -5884824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -5884824.500000 Penalty: 3483.720459
	Iteration 39Q: 3 clusters Score -5884824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -5884825.500000 Penalty: 3483.720459
	Iteration 40F: 3 clusters Score -5884826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -5884834.500000 Penalty: 3483.720459
	Iteration 41Q: 3 clusters Score -5884834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -5884832.000000 Penalty: 3483.720459
	Iteration 42Q: 3 clusters Score -5884832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -5884828.500000 Penalty: 3483.720459
	Iteration 43Q: 3 clusters Score -5884828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -5884836.500000 Penalty: 3483.720459
	Iteration 44Q: 3 clusters Score -5884836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -5884833.000000 Penalty: 3483.720459
	Iteration 45Q: 3 clusters Score -5884833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -5884835.000000 Penalty: 3483.720459
	Iteration 46Q: 3 clusters Score -5884835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -5884838.500000 Penalty: 3483.720459
	Iteration 47Q: 3 clusters Score -5884838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -5884834.000000 Penalty: 3483.720459
	Iteration 48Q: 3 clusters Score -5884834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -5884831.000000 Penalty: 3483.720459
	Iteration 49Q: 3 clusters Score -5884831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -5884834.500000 Penalty: 3483.720459
	Iteration 50Q: 3 clusters Score -5884834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -5884833.500000 Penalty: 3483.720459
	Iteration 51Q: 3 clusters Score -5884834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -5884833.500000 Penalty: 3483.720459
	Iteration 52F: 3 clusters Score -5884834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -103685.187500 Penalty: 1088.067261
	Iteration 0F: 2 clusters Score -103685.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -102383.070312 Penalty: 2176.134521
	Iteration 0F: 3 clusters Score -102383.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -102588.015625 Penalty: 2176.134521
	Iteration 1F: 3 clusters Score -102588 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -102635.023438 Penalty: 2176.134521
	Iteration 2F: 3 clusters Score -102635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -102649.476562 Penalty: 2176.134521
	Iteration 3Q: 3 clusters Score -102649.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -102659.117188 Penalty: 2176.134521
	Iteration 4Q: 3 clusters Score -102659.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -102669.125000 Penalty: 2176.134521
	Iteration 5Q: 3 clusters Score -102669.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -102685.015625 Penalty: 2176.134521
	Iteration 6Q: 3 clusters Score -102685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -102690.429688 Penalty: 2176.134521
	Iteration 7Q: 3 clusters Score -102690.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -102696.531250 Penalty: 2176.134521
	Iteration 8Q: 3 clusters Score -102696.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -102698.632812 Penalty: 2176.134521
	Iteration 9Q: 3 clusters Score -102698.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -102700.593750 Penalty: 2176.134521
	Iteration 10Q: 3 clusters Score -102700.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -102703.195312 Penalty: 2176.134521
	Iteration 11Q: 3 clusters Score -102703.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -102721.343750 Penalty: 2176.134521
	Iteration 12Q: 3 clusters Score -102721.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -102741.593750 Penalty: 2176.134521
	Iteration 13Q: 3 clusters Score -102741.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -102757.984375 Penalty: 2176.134521
	Iteration 14Q: 3 clusters Score -102758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -102777.101562 Penalty: 2176.134521
	Iteration 15Q: 3 clusters Score -102777.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -102794.039062 Penalty: 2176.134521
	Iteration 16Q: 3 clusters Score -102794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -102807.906250 Penalty: 2176.134521
	Iteration 17Q: 3 clusters Score -102807.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -102816.023438 Penalty: 2176.134521
	Iteration 18Q: 3 clusters Score -102816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -102828.421875 Penalty: 2176.134521
	Iteration 19Q: 3 clusters Score -102828.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -102839.632812 Penalty: 2176.134521
	Iteration 20F: 3 clusters Score -102839.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -102856.921875 Penalty: 2176.134521
	Iteration 21Q: 3 clusters Score -102856.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -102863.281250 Penalty: 2176.134521
	Iteration 22Q: 3 clusters Score -102863.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -102872.781250 Penalty: 2176.134521
	Iteration 23Q: 3 clusters Score -102872.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -102876.460938 Penalty: 2176.134521
	Iteration 24Q: 3 clusters Score -102876.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -102882.375000 Penalty: 2176.134521
	Iteration 25Q: 3 clusters Score -102882.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -102885.421875 Penalty: 2176.134521
	Iteration 26Q: 3 clusters Score -102885.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -102887.187500 Penalty: 2176.134521
	Iteration 27Q: 3 clusters Score -102887.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -102888.343750 Penalty: 2176.134521
	Iteration 28Q: 3 clusters Score -102888.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -102888.343750 Penalty: 2176.134521
	Iteration 29F: 3 clusters Score -102888.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Entering Unmasked Estep 
Score: -1323623.625000 Penalty: 1498.281250
	Iteration 0F: 2 clusters Score -1323624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1316363.750000 Penalty: 2996.562500
	Iteration 0F: 3 clusters Score -1316364 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1318765.625000 Penalty: 2996.562500
	Iteration 1F: 3 clusters Score -1318766 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1318984.250000 Penalty: 2996.562500
	Iteration 2F: 3 clusters Score -1318984 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1319160.250000 Penalty: 2996.562500
	Iteration 3Q: 3 clusters Score -1319160 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1319293.000000 Penalty: 2996.562500
	Iteration 4Q: 3 clusters Score -1319293 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1319398.875000 Penalty: 2996.562500
	Iteration 5Q: 3 clusters Score -1319399 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1319518.000000 Penalty: 2996.562500
	Iteration 6Q: 3 clusters Score -1319518 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1319676.875000 Penalty: 2996.562500
	Iteration 7Q: 3 clusters Score -1319677 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1319874.250000 Penalty: 2996.562500
	Iteration 8Q: 3 clusters Score -1319874 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1320147.250000 Penalty: 2996.562500
	Iteration 9Q: 3 clusters Score -1320147 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1320479.500000 Penalty: 2996.562500
	Iteration 10Q: 3 clusters Score -1320480 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1320856.250000 Penalty: 2996.562500
	Iteration 11Q: 3 clusters Score -1320856 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1321247.000000 Penalty: 2996.562500
	Iteration 12Q: 3 clusters Score -1321247 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1321559.375000 Penalty: 2996.562500
	Iteration 13Q: 3 clusters Score -1321559 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1321776.625000 Penalty: 2996.562500
	Iteration 14Q: 3 clusters Score -1321777 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1321960.375000 Penalty: 2996.562500
	Iteration 15Q: 3 clusters Score -1321960 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1322075.375000 Penalty: 2996.562500
	Iteration 16Q: 3 clusters Score -1322075 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1322152.500000 Penalty: 2996.562500
	Iteration 17Q: 3 clusters Score -1322152 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1322219.250000 Penalty: 2996.562500
	Iteration 18Q: 3 clusters Score -1322219 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1322263.000000 Penalty: 2996.562500
	Iteration 19Q: 3 clusters Score -1322263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1322303.750000 Penalty: 2996.562500
	Iteration 20F: 3 clusters Score -1322304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1322319.375000 Penalty: 2996.562500
	Iteration 21Q: 3 clusters Score -1322319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1322331.250000 Penalty: 2996.562500
	Iteration 22Q: 3 clusters Score -1322331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1322336.625000 Penalty: 2996.562500
	Iteration 23Q: 3 clusters Score -1322337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1322340.000000 Penalty: 2996.562500
	Iteration 24Q: 3 clusters Score -1322340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1322340.000000 Penalty: 2996.562500
	Iteration 25F: 3 clusters Score -1322340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Entering Unmasked Estep 
Score: -1291749.375000 Penalty: 1502.740845
	Iteration 0F: 2 clusters Score -1291749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1284289.125000 Penalty: 3005.481689
	Iteration 0F: 3 clusters Score -1284289 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1286608.250000 Penalty: 3005.481689
	Iteration 1F: 3 clusters Score -1286608 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1286934.875000 Penalty: 3005.481689
	Iteration 2F: 3 clusters Score -1286935 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1287272.375000 Penalty: 3005.481689
	Iteration 3F: 3 clusters Score -1287272 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1287668.000000 Penalty: 3005.481689
	Iteration 4F: 3 clusters Score -1287668 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1288164.125000 Penalty: 3005.481689
	Iteration 5F: 3 clusters Score -1288164 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1288762.750000 Penalty: 3005.481689
	Iteration 6F: 3 clusters Score -1288763 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1289415.000000 Penalty: 3005.481689
	Iteration 7F: 3 clusters Score -1289415 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1290108.875000 Penalty: 3005.481689
	Iteration 8F: 3 clusters Score -1290109 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1290672.375000 Penalty: 3005.481689
	Iteration 9F: 3 clusters Score -1290672 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1291094.000000 Penalty: 3005.481689
	Iteration 10Q: 3 clusters Score -1291094 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1291388.625000 Penalty: 3005.481689
	Iteration 11Q: 3 clusters Score -1291389 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1291558.125000 Penalty: 3005.481689
	Iteration 12Q: 3 clusters Score -1291558 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1291645.250000 Penalty: 3005.481689
	Iteration 13Q: 3 clusters Score -1291645 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1291685.000000 Penalty: 3005.481689
	Iteration 14Q: 3 clusters Score -1291685 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1291717.375000 Penalty: 3005.481689
	Iteration 15Q: 3 clusters Score -1291717 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1291739.000000 Penalty: 3005.481689
	Iteration 16Q: 3 clusters Score -1291739 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1291756.875000 Penalty: 3005.481689
	Iteration 17Q: 3 clusters Score -1291757 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1291772.875000 Penalty: 3005.481689
	Iteration 18Q: 3 clusters Score -1291773 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1291778.750000 Penalty: 3005.481689
	Iteration 19Q: 3 clusters Score -1291779 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1291792.375000 Penalty: 3005.481689
	Iteration 20F: 3 clusters Score -1291792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1291800.375000 Penalty: 3005.481689
	Iteration 21Q: 3 clusters Score -1291800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1291804.125000 Penalty: 3005.481689
	Iteration 22Q: 3 clusters Score -1291804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1291807.750000 Penalty: 3005.481689
	Iteration 23Q: 3 clusters Score -1291808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1291809.750000 Penalty: 3005.481689
	Iteration 24Q: 3 clusters Score -1291810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1291813.125000 Penalty: 3005.481689
	Iteration 25Q: 3 clusters Score -1291813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1291815.250000 Penalty: 3005.481689
	Iteration 26Q: 3 clusters Score -1291815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1291811.625000 Penalty: 3005.481689
	Iteration 27Q: 3 clusters Score -1291812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1291816.250000 Penalty: 3005.481689
	Iteration 28Q: 3 clusters Score -1291816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1291816.125000 Penalty: 3005.481689
	Iteration 29Q: 3 clusters Score -1291816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1291817.625000 Penalty: 3005.481689
	Iteration 30Q: 3 clusters Score -1291818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1291820.125000 Penalty: 3005.481689
	Iteration 31Q: 3 clusters Score -1291820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1291820.125000 Penalty: 3005.481689
	Iteration 32Q: 3 clusters Score -1291820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1291820.250000 Penalty: 3005.481689
	Iteration 33Q: 3 clusters Score -1291820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1291819.875000 Penalty: 3005.481689
	Iteration 34Q: 3 clusters Score -1291820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1291821.375000 Penalty: 3005.481689
	Iteration 35Q: 3 clusters Score -1291821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1291826.250000 Penalty: 3005.481689
	Iteration 36Q: 3 clusters Score -1291826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1291827.125000 Penalty: 3005.481689
	Iteration 37Q: 3 clusters Score -1291827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1291831.000000 Penalty: 3005.481689
	Iteration 38Q: 3 clusters Score -1291831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1291828.250000 Penalty: 3005.481689
	Iteration 39Q: 3 clusters Score -1291828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1291828.250000 Penalty: 3005.481689
	Iteration 40F: 3 clusters Score -1291828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116814 members 
Mstep: Class 3 contains 15698 members 
Mstep: Class 4 contains 62573 members 
Mstep: Class 5 contains 11264 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 45213 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10099 members 
Mstep: Class 10 contains 9555 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 549 members 
Mstep: Class 13 contains 82612 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 16 contains 825 members 
Mstep: Class 17 contains 63093 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
Score: -54015748.000000 Penalty: 37888.101562
Splitting cluster 10 changes total score from -54016296.000000 to -54015748.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -51227.531250 Penalty: 937.859131
	Iteration 0F: 2 clusters Score -51227.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50278.773438 Penalty: 1875.718262
	Iteration 0F: 3 clusters Score -50278.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50365.117188 Penalty: 1875.718262
	Iteration 1F: 3 clusters Score -50365.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -50412.226562 Penalty: 1875.718262
	Iteration 2F: 3 clusters Score -50412.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50435.816406 Penalty: 1875.718262
	Iteration 3Q: 3 clusters Score -50435.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50438.644531 Penalty: 1875.718262
	Iteration 4Q: 3 clusters Score -50438.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50438.644531 Penalty: 1875.718262
	Iteration 5F: 3 clusters Score -50438.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -45487.921875 Penalty: 1025.065918
	Iteration 0F: 2 clusters Score -45487.92 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 283 members 
Entering Unmasked Estep 
Score: -44418.953125 Penalty: 2050.131836
	Iteration 0F: 3 clusters Score -44418.95 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -44653.003906 Penalty: 2050.131836
	Iteration 1F: 3 clusters Score -44653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -44754.367188 Penalty: 2050.131836
	Iteration 2F: 3 clusters Score -44754.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -44789.304688 Penalty: 2050.131836
	Iteration 3Q: 3 clusters Score -44789.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44823.136719 Penalty: 2050.131836
	Iteration 4Q: 3 clusters Score -44823.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44890.800781 Penalty: 2050.131836
	Iteration 5Q: 3 clusters Score -44890.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44999.898438 Penalty: 2050.131836
	Iteration 6F: 3 clusters Score -44999.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45112.113281 Penalty: 2050.131836
	Iteration 7F: 3 clusters Score -45112.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45220.425781 Penalty: 2050.131836
	Iteration 8F: 3 clusters Score -45220.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -45258.257812 Penalty: 2050.131836
	Iteration 9Q: 3 clusters Score -45258.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45282.046875 Penalty: 2050.131836
	Iteration 10Q: 3 clusters Score -45282.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -45293.121094 Penalty: 2050.131836
	Iteration 11Q: 3 clusters Score -45293.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -45330.992188 Penalty: 2050.131836
	Iteration 12Q: 3 clusters Score -45330.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45365.390625 Penalty: 2050.131836
	Iteration 13Q: 3 clusters Score -45365.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45422.425781 Penalty: 2050.131836
	Iteration 14Q: 3 clusters Score -45422.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45460.183594 Penalty: 2050.131836
	Iteration 15Q: 3 clusters Score -45460.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45486.339844 Penalty: 2050.131836
	Iteration 16Q: 3 clusters Score -45486.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45507.531250 Penalty: 2050.131836
	Iteration 17Q: 3 clusters Score -45507.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45512.585938 Penalty: 2050.131836
	Iteration 18Q: 3 clusters Score -45512.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45512.585938 Penalty: 2050.131836
	Iteration 19F: 3 clusters Score -45512.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116814 members 
Mstep: Class 3 contains 15698 members 
Mstep: Class 4 contains 62573 members 
Mstep: Class 5 contains 11264 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 45213 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10099 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 326 members 
Mstep: Class 13 contains 82612 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 16 contains 223 members 
Mstep: Class 17 contains 63093 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
Score: -54015268.000000 Penalty: 37888.101562
Splitting cluster 12 changes total score from -54016296.000000 to -54015268.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (82612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82612 members 
Entering Unmasked Estep 
Score: -10814846.000000 Penalty: 1839.810303
	Iteration 0F: 2 clusters Score -1.081485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -10768122.000000 Penalty: 3679.620605
	Iteration 0F: 3 clusters Score -1.076812e+07 nChanged 39553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -10791414.000000 Penalty: 3679.620605
	Iteration 1F: 3 clusters Score -1.079141e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -10792330.000000 Penalty: 3679.620605
	Iteration 2Q: 3 clusters Score -1.079233e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -10793698.000000 Penalty: 3679.620605
	Iteration 3Q: 3 clusters Score -1.07937e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -10795953.000000 Penalty: 3679.620605
	Iteration 4F: 3 clusters Score -1.079595e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -10798883.000000 Penalty: 3679.620605
	Iteration 5F: 3 clusters Score -1.079888e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62120 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -10802603.000000 Penalty: 3679.620605
	Iteration 6F: 3 clusters Score -1.08026e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69010 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -10806193.000000 Penalty: 3679.620605
	Iteration 7F: 3 clusters Score -1.080619e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74676 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -10808902.000000 Penalty: 3679.620605
	Iteration 8F: 3 clusters Score -1.08089e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78416 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -10810726.000000 Penalty: 3679.620605
	Iteration 9Q: 3 clusters Score -1.081073e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -10811848.000000 Penalty: 3679.620605
	Iteration 10Q: 3 clusters Score -1.081185e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81478 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -10812478.000000 Penalty: 3679.620605
	Iteration 11Q: 3 clusters Score -1.081248e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81981 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10812959.000000 Penalty: 3679.620605
	Iteration 12Q: 3 clusters Score -1.081296e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -10813118.000000 Penalty: 3679.620605
	Iteration 13Q: 3 clusters Score -1.081312e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82272 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -10813213.000000 Penalty: 3679.620605
	Iteration 14Q: 3 clusters Score -1.081321e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82317 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10813273.000000 Penalty: 3679.620605
	Iteration 15Q: 3 clusters Score -1.081327e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -10813300.000000 Penalty: 3679.620605
	Iteration 16Q: 3 clusters Score -1.08133e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82361 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -10813338.000000 Penalty: 3679.620605
	Iteration 17Q: 3 clusters Score -1.081334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82370 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10813356.000000 Penalty: 3679.620605
	Iteration 18Q: 3 clusters Score -1.081336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82379 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10813368.000000 Penalty: 3679.620605
	Iteration 19Q: 3 clusters Score -1.081337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82382 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10813376.000000 Penalty: 3679.620605
	Iteration 20F: 3 clusters Score -1.081338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82386 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10813382.000000 Penalty: 3679.620605
	Iteration 21Q: 3 clusters Score -1.081338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82386 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10813382.000000 Penalty: 3679.620605
	Iteration 22F: 3 clusters Score -1.081338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -48887.585938 Penalty: 1009.873840
	Iteration 0F: 2 clusters Score -48887.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47849.601562 Penalty: 2019.747681
	Iteration 0F: 3 clusters Score -47849.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -48008.644531 Penalty: 2019.747681
	Iteration 1F: 3 clusters Score -48008.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48064.933594 Penalty: 2019.747681
	Iteration 2F: 3 clusters Score -48064.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48085.578125 Penalty: 2019.747681
	Iteration 3Q: 3 clusters Score -48085.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48107.257812 Penalty: 2019.747681
	Iteration 4Q: 3 clusters Score -48107.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48125.273438 Penalty: 2019.747681
	Iteration 5Q: 3 clusters Score -48125.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48142.238281 Penalty: 2019.747681
	Iteration 6Q: 3 clusters Score -48142.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48155.187500 Penalty: 2019.747681
	Iteration 7Q: 3 clusters Score -48155.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -48164.894531 Penalty: 2019.747681
	Iteration 8Q: 3 clusters Score -48164.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -48173.109375 Penalty: 2019.747681
	Iteration 9Q: 3 clusters Score -48173.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48181.117188 Penalty: 2019.747681
	Iteration 10Q: 3 clusters Score -48181.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -48183.179688 Penalty: 2019.747681
	Iteration 11Q: 3 clusters Score -48183.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48187.253906 Penalty: 2019.747681
	Iteration 12Q: 3 clusters Score -48187.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48193.007812 Penalty: 2019.747681
	Iteration 13Q: 3 clusters Score -48193.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48201.804688 Penalty: 2019.747681
	Iteration 14Q: 3 clusters Score -48201.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48204.847656 Penalty: 2019.747681
	Iteration 15Q: 3 clusters Score -48204.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48206.101562 Penalty: 2019.747681
	Iteration 16Q: 3 clusters Score -48206.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48207.511719 Penalty: 2019.747681
	Iteration 17Q: 3 clusters Score -48207.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48207.511719 Penalty: 2019.747681
	Iteration 18F: 3 clusters Score -48207.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -55914.914062 Penalty: 1016.559387
	Iteration 0F: 2 clusters Score -55914.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -54852.312500 Penalty: 2033.118774
	Iteration 0F: 3 clusters Score -54852.31 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55013.988281 Penalty: 2033.118774
	Iteration 1F: 3 clusters Score -55013.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -55054.304688 Penalty: 2033.118774
	Iteration 2Q: 3 clusters Score -55054.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -55073.082031 Penalty: 2033.118774
	Iteration 3Q: 3 clusters Score -55073.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55081.605469 Penalty: 2033.118774
	Iteration 4Q: 3 clusters Score -55081.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55087.156250 Penalty: 2033.118774
	Iteration 5Q: 3 clusters Score -55087.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55095.269531 Penalty: 2033.118774
	Iteration 6Q: 3 clusters Score -55095.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55104.132812 Penalty: 2033.118774
	Iteration 7Q: 3 clusters Score -55104.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55108.265625 Penalty: 2033.118774
	Iteration 8Q: 3 clusters Score -55108.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55111.531250 Penalty: 2033.118774
	Iteration 9Q: 3 clusters Score -55111.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55112.929688 Penalty: 2033.118774
	Iteration 10Q: 3 clusters Score -55112.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55114.585938 Penalty: 2033.118774
	Iteration 11Q: 3 clusters Score -55114.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55114.585938 Penalty: 2033.118774
	Iteration 12F: 3 clusters Score -55114.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (63093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Entering Unmasked Estep 
Score: -8194885.000000 Penalty: 1796.009399
	Iteration 0F: 2 clusters Score -8194885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -8153917.000000 Penalty: 3592.018799
	Iteration 0F: 3 clusters Score -8153917 nChanged 29698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -8170907.500000 Penalty: 3592.018799
	Iteration 1F: 3 clusters Score -8170908 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -8171553.500000 Penalty: 3592.018799
	Iteration 2Q: 3 clusters Score -8171554 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -8172261.500000 Penalty: 3592.018799
	Iteration 3Q: 3 clusters Score -8172262 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -8173074.000000 Penalty: 3592.018799
	Iteration 4Q: 3 clusters Score -8173074 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -8174223.000000 Penalty: 3592.018799
	Iteration 5Q: 3 clusters Score -8174223 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -8176026.500000 Penalty: 3592.018799
	Iteration 6F: 3 clusters Score -8176026 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -8178504.000000 Penalty: 3592.018799
	Iteration 7F: 3 clusters Score -8178504 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -8181519.000000 Penalty: 3592.018799
	Iteration 8F: 3 clusters Score -8181519 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -8184348.500000 Penalty: 3592.018799
	Iteration 9F: 3 clusters Score -8184348 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -8186567.500000 Penalty: 3592.018799
	Iteration 10Q: 3 clusters Score -8186568 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 53281 members 
Entering Unmasked Estep 
Score: -8188032.000000 Penalty: 3592.018799
	Iteration 11Q: 3 clusters Score -8188032 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 55046 members 
Entering Unmasked Estep 
Score: -8189182.000000 Penalty: 3592.018799
	Iteration 12Q: 3 clusters Score -8189182 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -8189996.000000 Penalty: 3592.018799
	Iteration 13Q: 3 clusters Score -8189996 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 57642 members 
Entering Unmasked Estep 
Score: -8190698.500000 Penalty: 3592.018799
	Iteration 14Q: 3 clusters Score -8190698 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 58661 members 
Entering Unmasked Estep 
Score: -8191223.000000 Penalty: 3592.018799
	Iteration 15Q: 3 clusters Score -8191223 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 59505 members 
Entering Unmasked Estep 
Score: -8191692.500000 Penalty: 3592.018799
	Iteration 16Q: 3 clusters Score -8191692 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -8192078.000000 Penalty: 3592.018799
	Iteration 17Q: 3 clusters Score -8192078 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 60776 members 
Entering Unmasked Estep 
Score: -8192389.000000 Penalty: 3592.018799
	Iteration 18Q: 3 clusters Score -8192389 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 61227 members 
Entering Unmasked Estep 
Score: -8192623.000000 Penalty: 3592.018799
	Iteration 19Q: 3 clusters Score -8192623 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 61575 members 
Entering Unmasked Estep 
Score: -8192826.500000 Penalty: 3592.018799
	Iteration 20F: 3 clusters Score -8192826 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 61823 members 
Entering Unmasked Estep 
Score: -8192964.500000 Penalty: 3592.018799
	Iteration 21Q: 3 clusters Score -8192964 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 62000 members 
Entering Unmasked Estep 
Score: -8193056.000000 Penalty: 3592.018799
	Iteration 22Q: 3 clusters Score -8193056 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -8193129.500000 Penalty: 3592.018799
	Iteration 23Q: 3 clusters Score -8193130 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 62230 members 
Entering Unmasked Estep 
Score: -8193179.500000 Penalty: 3592.018799
	Iteration 24Q: 3 clusters Score -8193180 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 62301 members 
Entering Unmasked Estep 
Score: -8193238.000000 Penalty: 3592.018799
	Iteration 25Q: 3 clusters Score -8193238 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 62359 members 
Entering Unmasked Estep 
Score: -8193276.500000 Penalty: 3592.018799
	Iteration 26Q: 3 clusters Score -8193276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 62393 members 
Entering Unmasked Estep 
Score: -8193287.000000 Penalty: 3592.018799
	Iteration 27Q: 3 clusters Score -8193287 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
Score: -8193306.500000 Penalty: 3592.018799
	Iteration 28Q: 3 clusters Score -8193306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 62444 members 
Entering Unmasked Estep 
Score: -8193343.000000 Penalty: 3592.018799
	Iteration 29Q: 3 clusters Score -8193343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 62465 members 
Entering Unmasked Estep 
Score: -8193355.500000 Penalty: 3592.018799
	Iteration 30Q: 3 clusters Score -8193356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 62476 members 
Entering Unmasked Estep 
Score: -8193358.500000 Penalty: 3592.018799
	Iteration 31Q: 3 clusters Score -8193358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 62489 members 
Entering Unmasked Estep 
Score: -8193367.500000 Penalty: 3592.018799
	Iteration 32Q: 3 clusters Score -8193368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 62496 members 
Entering Unmasked Estep 
Score: -8193368.500000 Penalty: 3592.018799
	Iteration 33Q: 3 clusters Score -8193368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 62502 members 
Entering Unmasked Estep 
Score: -8193367.500000 Penalty: 3592.018799
	Iteration 34Q: 3 clusters Score -8193368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 62506 members 
Entering Unmasked Estep 
Score: -8193366.000000 Penalty: 3592.018799
	Iteration 35Q: 3 clusters Score -8193366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 62513 members 
Entering Unmasked Estep 
Score: -8193364.000000 Penalty: 3592.018799
	Iteration 36Q: 3 clusters Score -8193364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 62520 members 
Entering Unmasked Estep 
Score: -8193363.500000 Penalty: 3592.018799
	Iteration 37Q: 3 clusters Score -8193364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 62525 members 
Entering Unmasked Estep 
Score: -8193363.500000 Penalty: 3592.018799
	Iteration 38Q: 3 clusters Score -8193364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 62530 members 
Entering Unmasked Estep 
Score: -8193363.500000 Penalty: 3592.018799
	Iteration 39Q: 3 clusters Score -8193364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 62532 members 
Entering Unmasked Estep 
Score: -8193367.000000 Penalty: 3592.018799
	Iteration 40F: 3 clusters Score -8193367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -8193367.500000 Penalty: 3592.018799
	Iteration 41Q: 3 clusters Score -8193368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -8193371.500000 Penalty: 3592.018799
	Iteration 42Q: 3 clusters Score -8193372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 62538 members 
Entering Unmasked Estep 
Score: -8193372.000000 Penalty: 3592.018799
	Iteration 43Q: 3 clusters Score -8193372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 62542 members 
Entering Unmasked Estep 
Score: -8193365.000000 Penalty: 3592.018799
	Iteration 44Q: 3 clusters Score -8193365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 62544 members 
Entering Unmasked Estep 
Score: -8193373.500000 Penalty: 3592.018799
	Iteration 45Q: 3 clusters Score -8193374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
Score: -8193374.500000 Penalty: 3592.018799
	Iteration 46Q: 3 clusters Score -8193374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 62546 members 
Entering Unmasked Estep 
Score: -8193377.000000 Penalty: 3592.018799
	Iteration 47Q: 3 clusters Score -8193377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -8193373.000000 Penalty: 3592.018799
	Iteration 48Q: 3 clusters Score -8193373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -8193380.000000 Penalty: 3592.018799
	Iteration 49Q: 3 clusters Score -8193380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 62549 members 
Entering Unmasked Estep 
Score: -8193385.000000 Penalty: 3592.018799
	Iteration 50Q: 3 clusters Score -8193385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 62549 members 
Entering Unmasked Estep 
Score: -8193385.000000 Penalty: 3592.018799
	Iteration 51F: 3 clusters Score -8193385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -104796.671875 Penalty: 1093.012939
	Iteration 0F: 2 clusters Score -104796.7 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 397 members 
Entering Unmasked Estep 
Score: -103488.359375 Penalty: 2186.025879
	Iteration 0F: 3 clusters Score -103488.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -103688.085938 Penalty: 2186.025879
	Iteration 1F: 3 clusters Score -103688.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -103765.460938 Penalty: 2186.025879
	Iteration 2F: 3 clusters Score -103765.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -103820.234375 Penalty: 2186.025879
	Iteration 3Q: 3 clusters Score -103820.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -103845.929688 Penalty: 2186.025879
	Iteration 4Q: 3 clusters Score -103845.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -103856.710938 Penalty: 2186.025879
	Iteration 5Q: 3 clusters Score -103856.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -103865.320312 Penalty: 2186.025879
	Iteration 6Q: 3 clusters Score -103865.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -103869.835938 Penalty: 2186.025879
	Iteration 7Q: 3 clusters Score -103869.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -103876.640625 Penalty: 2186.025879
	Iteration 8Q: 3 clusters Score -103876.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -103882.093750 Penalty: 2186.025879
	Iteration 9Q: 3 clusters Score -103882.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -103883.242188 Penalty: 2186.025879
	Iteration 10Q: 3 clusters Score -103883.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -103883.796875 Penalty: 2186.025879
	Iteration 11Q: 3 clusters Score -103883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -103883.796875 Penalty: 2186.025879
	Iteration 12F: 3 clusters Score -103883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116814 members 
Mstep: Class 3 contains 15698 members 
Mstep: Class 4 contains 62573 members 
Mstep: Class 5 contains 11264 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 45213 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10099 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 549 members 
Mstep: Class 13 contains 82612 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63093 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016316.000000 Penalty: 35783.207031
Iteration 119Q: 18 clusters Score -5.401632e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116809 members 
Mstep: Class 3 contains 15698 members 
Mstep: Class 4 contains 62574 members 
Mstep: Class 5 contains 11261 members 
Mstep: Class 6 contains 308 members 
Mstep: Class 7 contains 45216 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10099 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 549 members 
Mstep: Class 13 contains 82606 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63103 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016456.000000 Penalty: 35783.207031
Iteration 120F: 18 clusters Score -5.401646e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116807 members 
Mstep: Class 3 contains 15695 members 
Mstep: Class 4 contains 62567 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 45220 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 550 members 
Mstep: Class 13 contains 82604 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63116 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016656.000000 Penalty: 35783.207031
Iteration 121Q: 18 clusters Score -5.401666e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116800 members 
Mstep: Class 3 contains 15694 members 
Mstep: Class 4 contains 62563 members 
Mstep: Class 5 contains 11260 members 
Mstep: Class 6 contains 324 members 
Mstep: Class 7 contains 45222 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10097 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 553 members 
Mstep: Class 13 contains 82600 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63130 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016672.000000 Penalty: 35783.207031
Iteration 122Q: 18 clusters Score -5.401667e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116794 members 
Mstep: Class 3 contains 15694 members 
Mstep: Class 4 contains 62557 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 45225 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 554 members 
Mstep: Class 13 contains 82598 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63145 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016716.000000 Penalty: 35783.207031
Iteration 123Q: 18 clusters Score -5.401672e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116795 members 
Mstep: Class 3 contains 15694 members 
Mstep: Class 4 contains 62551 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 45227 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10092 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 82593 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63155 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016708.000000 Penalty: 35783.207031
Iteration 124Q: 18 clusters Score -5.401671e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116788 members 
Mstep: Class 3 contains 15693 members 
Mstep: Class 4 contains 62550 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 45232 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10092 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 82588 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63164 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016728.000000 Penalty: 35783.207031
Iteration 125Q: 18 clusters Score -5.401673e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116782 members 
Mstep: Class 3 contains 15692 members 
Mstep: Class 4 contains 62557 members 
Mstep: Class 5 contains 11259 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 45235 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10092 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 82579 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63170 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016776.000000 Penalty: 35783.207031
Iteration 126Q: 18 clusters Score -5.401678e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116780 members 
Mstep: Class 3 contains 15691 members 
Mstep: Class 4 contains 62559 members 
Mstep: Class 5 contains 11258 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 45238 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10092 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 82575 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63173 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016740.000000 Penalty: 35783.207031
Iteration 127Q: 18 clusters Score -5.401674e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116782 members 
Mstep: Class 3 contains 15690 members 
Mstep: Class 4 contains 62555 members 
Mstep: Class 5 contains 11258 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 45240 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10092 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 82575 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63174 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016764.000000 Penalty: 35783.207031
Iteration 128Q: 18 clusters Score -5.401676e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116778 members 
Mstep: Class 3 contains 15689 members 
Mstep: Class 4 contains 62551 members 
Mstep: Class 5 contains 11258 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 45243 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10092 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 82574 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63181 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016740.000000 Penalty: 35783.207031
Iteration 129Q: 18 clusters Score -5.401674e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116775 members 
Mstep: Class 3 contains 15686 members 
Mstep: Class 4 contains 62551 members 
Mstep: Class 5 contains 11258 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 45247 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10092 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 82572 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63185 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016748.000000 Penalty: 35783.207031
Iteration 130Q: 18 clusters Score -5.401675e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116775 members 
Mstep: Class 3 contains 15685 members 
Mstep: Class 4 contains 62551 members 
Mstep: Class 5 contains 11257 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 45252 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 82571 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63182 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016748.000000 Penalty: 35783.207031
Iteration 131Q: 18 clusters Score -5.401675e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116774 members 
Mstep: Class 3 contains 15683 members 
Mstep: Class 4 contains 62549 members 
Mstep: Class 5 contains 11257 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 45255 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 82569 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63186 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016764.000000 Penalty: 35783.207031
Iteration 132Q: 18 clusters Score -5.401676e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116769 members 
Mstep: Class 3 contains 15684 members 
Mstep: Class 4 contains 62549 members 
Mstep: Class 5 contains 11257 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 45256 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 82570 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63188 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016764.000000 Penalty: 35783.207031
Iteration 133Q: 18 clusters Score -5.401676e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116772 members 
Mstep: Class 3 contains 15682 members 
Mstep: Class 4 contains 62544 members 
Mstep: Class 5 contains 11256 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 45257 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 82568 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63194 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016724.000000 Penalty: 35783.207031
Iteration 134Q: 18 clusters Score -5.401672e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116770 members 
Mstep: Class 3 contains 15681 members 
Mstep: Class 4 contains 62538 members 
Mstep: Class 5 contains 11256 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 45258 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 82569 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63201 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016732.000000 Penalty: 35783.207031
Iteration 135Q: 18 clusters Score -5.401673e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116768 members 
Mstep: Class 3 contains 15680 members 
Mstep: Class 4 contains 62533 members 
Mstep: Class 5 contains 11255 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 45261 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 82568 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63208 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016740.000000 Penalty: 35783.207031
Iteration 136Q: 18 clusters Score -5.401674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116769 members 
Mstep: Class 3 contains 15680 members 
Mstep: Class 4 contains 62527 members 
Mstep: Class 5 contains 11256 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 45263 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 82566 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63212 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016744.000000 Penalty: 35783.207031
Iteration 137Q: 18 clusters Score -5.401674e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116764 members 
Mstep: Class 3 contains 15680 members 
Mstep: Class 4 contains 62525 members 
Mstep: Class 5 contains 11258 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 45266 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 10380 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 82564 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63216 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016724.000000 Penalty: 35783.207031
Iteration 138Q: 18 clusters Score -5.401672e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116754 members 
Mstep: Class 3 contains 15680 members 
Mstep: Class 4 contains 62528 members 
Mstep: Class 5 contains 11256 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 45266 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 10383 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 82563 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63222 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016768.000000 Penalty: 35783.207031
Iteration 139Q: 18 clusters Score -5.401677e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116750 members 
Mstep: Class 3 contains 15679 members 
Mstep: Class 4 contains 62534 members 
Mstep: Class 5 contains 11253 members 
Mstep: Class 6 contains 323 members 
Mstep: Class 7 contains 45266 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 10385 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 82564 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63221 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016800.000000 Penalty: 35783.207031
Iteration 140F: 18 clusters Score -5.40168e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116749 members 
Mstep: Class 3 contains 15679 members 
Mstep: Class 4 contains 62536 members 
Mstep: Class 5 contains 11248 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 45266 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 10386 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 82563 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63225 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016896.000000 Penalty: 35783.207031
Iteration 141Q: 18 clusters Score -5.40169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116750 members 
Mstep: Class 3 contains 15680 members 
Mstep: Class 4 contains 62535 members 
Mstep: Class 5 contains 11246 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45266 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 10387 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 82561 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63227 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016912.000000 Penalty: 35783.207031
Iteration 142Q: 18 clusters Score -5.401691e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 116750 members 
Mstep: Class 3 contains 15681 members 
Mstep: Class 4 contains 62532 members 
Mstep: Class 5 contains 11245 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 45266 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 10389 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 82562 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63227 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016904.000000 Penalty: 35783.207031
Iteration 143Q: 18 clusters Score -5.40169e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 116750 members 
Mstep: Class 3 contains 15681 members 
Mstep: Class 4 contains 62533 members 
Mstep: Class 5 contains 11244 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 7 contains 45266 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 10389 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82560 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63229 members 
Mstep: Class 19 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016944.000000 Penalty: 35783.207031
Iteration 144Q: 18 clusters Score -5.401694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 116748 members 
Mstep: Class 3 contains 15681 members 
Mstep: Class 4 contains 62533 members 
Mstep: Class 5 contains 11245 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 45266 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 10389 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82559 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 520 members 
Mstep: Class 17 contains 63230 members 
Mstep: Class 19 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016944.000000 Penalty: 35783.207031
Iteration 145Q: 18 clusters Score -5.401694e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116746 members 
Mstep: Class 3 contains 15681 members 
Mstep: Class 4 contains 62536 members 
Mstep: Class 5 contains 11244 members 
Mstep: Class 6 contains 329 members 
Mstep: Class 7 contains 45265 members 
Mstep: Class 8 contains 812 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 10389 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82558 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63231 members 
Mstep: Class 19 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016984.000000 Penalty: 35783.207031
Iteration 146Q: 18 clusters Score -5.401698e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116748 members 
Mstep: Class 3 contains 15681 members 
Mstep: Class 4 contains 62539 members 
Mstep: Class 5 contains 11241 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45264 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 10092 members 
Mstep: Class 10 contains 10389 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82556 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63231 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016988.000000 Penalty: 35783.207031
Iteration 147Q: 18 clusters Score -5.401699e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116752 members 
Mstep: Class 3 contains 15680 members 
Mstep: Class 4 contains 62536 members 
Mstep: Class 5 contains 11237 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45264 members 
Mstep: Class 8 contains 817 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 10389 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82556 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63232 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016992.000000 Penalty: 35783.207031
Iteration 148Q: 18 clusters Score -5.401699e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116754 members 
Mstep: Class 3 contains 15680 members 
Mstep: Class 4 contains 62533 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82557 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63232 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017032.000000 Penalty: 35783.207031
Iteration 149Q: 18 clusters Score -5.401703e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116756 members 
Mstep: Class 3 contains 15680 members 
Mstep: Class 4 contains 62528 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10095 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82560 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63231 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017032.000000 Penalty: 35783.207031
Iteration 150Q: 18 clusters Score -5.401703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116757 members 
Mstep: Class 3 contains 15680 members 
Mstep: Class 4 contains 62524 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45263 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82561 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63233 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017048.000000 Penalty: 35783.207031
Iteration 151Q: 18 clusters Score -5.401705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116756 members 
Mstep: Class 3 contains 15681 members 
Mstep: Class 4 contains 62523 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45263 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82560 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63235 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017012.000000 Penalty: 35783.207031
Iteration 152Q: 18 clusters Score -5.401701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116757 members 
Mstep: Class 3 contains 15681 members 
Mstep: Class 4 contains 62521 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45263 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82560 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63236 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017020.000000 Penalty: 35783.207031
Iteration 153Q: 18 clusters Score -5.401702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116757 members 
Mstep: Class 3 contains 15681 members 
Mstep: Class 4 contains 62517 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45263 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82559 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63241 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017044.000000 Penalty: 35783.207031
Iteration 154Q: 18 clusters Score -5.401704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116760 members 
Mstep: Class 3 contains 15681 members 
Mstep: Class 4 contains 62512 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82560 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63243 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017052.000000 Penalty: 35783.207031
Iteration 155Q: 18 clusters Score -5.401705e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116763 members 
Mstep: Class 3 contains 15681 members 
Mstep: Class 4 contains 62506 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45261 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82560 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63247 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017056.000000 Penalty: 35783.207031
Iteration 156Q: 18 clusters Score -5.401706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116766 members 
Mstep: Class 3 contains 15681 members 
Mstep: Class 4 contains 62499 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45261 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82559 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63252 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017056.000000 Penalty: 35783.207031
Iteration 157Q: 18 clusters Score -5.401706e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116771 members 
Mstep: Class 3 contains 15681 members 
Mstep: Class 4 contains 62493 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82559 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63252 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017064.000000 Penalty: 35783.207031
Iteration 158Q: 18 clusters Score -5.401706e+07 nChanged 17
Entering ConstructFrom: 
Score: -54017064.000000 Penalty: 35783.207031
Entering ConstructFrom: 
Trying to split cluster 1 (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: -55682.207031 Penalty: 1010.522522
	Iteration 0F: 2 clusters Score -55682.21 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 251 members 
Entering Unmasked Estep 
Score: -54674.804688 Penalty: 2021.045044
	Iteration 0F: 3 clusters Score -54674.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -54906.687500 Penalty: 2021.045044
	Iteration 1F: 3 clusters Score -54906.69 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -55009.128906 Penalty: 2021.045044
	Iteration 2F: 3 clusters Score -55009.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -55080.347656 Penalty: 2021.045044
	Iteration 3F: 3 clusters Score -55080.35 nChanged 26
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: -55163.742188 Penalty: 2021.045044
	Iteration 4F: 3 clusters Score -55163.74 nChanged 13
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: -55187.539062 Penalty: 2021.045044
	Iteration 5Q: 3 clusters Score -55187.54 nChanged 7
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: -55214.597656 Penalty: 2021.045044
	Iteration 6Q: 3 clusters Score -55214.6 nChanged 6
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: -55244.828125 Penalty: 2021.045044
	Iteration 7Q: 3 clusters Score -55244.83 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: -55265.167969 Penalty: 2021.045044
	Iteration 8Q: 3 clusters Score -55265.17 nChanged 4
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: -55273.531250 Penalty: 2021.045044
	Iteration 9Q: 3 clusters Score -55273.53 nChanged 0
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: -55273.531250 Penalty: 2021.045044
	Iteration 10F: 3 clusters Score -55273.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (116771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116771 members 
Entering Unmasked Estep 
Score: -15073644.000000 Penalty: 1896.045044
	Iteration 0F: 2 clusters Score -1.507364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58153 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -15002610.000000 Penalty: 3792.090088
	Iteration 0F: 3 clusters Score -1.500261e+07 nChanged 56093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 61631 members 
Entering Unmasked Estep 
Score: -15035631.000000 Penalty: 3792.090088
	Iteration 1F: 3 clusters Score -1.503563e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 63570 members 
Entering Unmasked Estep 
Score: -15036855.000000 Penalty: 3792.090088
	Iteration 2Q: 3 clusters Score -1.503686e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50278 members 
Mstep: Class 2 contains 66493 members 
Entering Unmasked Estep 
Score: -15038497.000000 Penalty: 3792.090088
	Iteration 3Q: 3 clusters Score -1.50385e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 70924 members 
Entering Unmasked Estep 
Score: -15040957.000000 Penalty: 3792.090088
	Iteration 4Q: 3 clusters Score -1.504096e+07 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 76975 members 
Entering Unmasked Estep 
Score: -15044770.000000 Penalty: 3792.090088
	Iteration 5F: 3 clusters Score -1.504477e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 84247 members 
Entering Unmasked Estep 
Score: -15049965.000000 Penalty: 3792.090088
	Iteration 6F: 3 clusters Score -1.504996e+07 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 91608 members 
Entering Unmasked Estep 
Score: -15055725.000000 Penalty: 3792.090088
	Iteration 7F: 3 clusters Score -1.505572e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 97325 members 
Entering Unmasked Estep 
Score: -15062873.000000 Penalty: 3792.090088
	Iteration 8F: 3 clusters Score -1.506287e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 101892 members 
Entering Unmasked Estep 
Score: -15067698.000000 Penalty: 3792.090088
	Iteration 9Q: 3 clusters Score -1.50677e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 105721 members 
Entering Unmasked Estep 
Score: -15070634.000000 Penalty: 3792.090088
	Iteration 10Q: 3 clusters Score -1.507063e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 109067 members 
Entering Unmasked Estep 
Score: -15072200.000000 Penalty: 3792.090088
	Iteration 11Q: 3 clusters Score -1.50722e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 111839 members 
Entering Unmasked Estep 
Score: -15072836.000000 Penalty: 3792.090088
	Iteration 12Q: 3 clusters Score -1.507284e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 113821 members 
Entering Unmasked Estep 
Score: -15072841.000000 Penalty: 3792.090088
	Iteration 13Q: 3 clusters Score -1.507284e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 115006 members 
Entering Unmasked Estep 
Score: -15072668.000000 Penalty: 3792.090088
	Iteration 14Q: 3 clusters Score -1.507267e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 115599 members 
Entering Unmasked Estep 
Score: -15072628.000000 Penalty: 3792.090088
	Iteration 15Q: 3 clusters Score -1.507263e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 115862 members 
Entering Unmasked Estep 
Score: -15072594.000000 Penalty: 3792.090088
	Iteration 16Q: 3 clusters Score -1.507259e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 115996 members 
Entering Unmasked Estep 
Score: -15072601.000000 Penalty: 3792.090088
	Iteration 17Q: 3 clusters Score -1.50726e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 116078 members 
Entering Unmasked Estep 
Score: -15072589.000000 Penalty: 3792.090088
	Iteration 18Q: 3 clusters Score -1.507259e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 116127 members 
Entering Unmasked Estep 
Score: -15072576.000000 Penalty: 3792.090088
	Iteration 19Q: 3 clusters Score -1.507258e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 116159 members 
Entering Unmasked Estep 
Score: -15072558.000000 Penalty: 3792.090088
	Iteration 20F: 3 clusters Score -1.507256e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 116184 members 
Entering Unmasked Estep 
Score: -15072554.000000 Penalty: 3792.090088
	Iteration 21Q: 3 clusters Score -1.507255e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 116198 members 
Entering Unmasked Estep 
Score: -15072553.000000 Penalty: 3792.090088
	Iteration 22Q: 3 clusters Score -1.507255e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 116212 members 
Entering Unmasked Estep 
Score: -15072527.000000 Penalty: 3792.090088
	Iteration 23Q: 3 clusters Score -1.507253e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 116223 members 
Entering Unmasked Estep 
Score: -15072542.000000 Penalty: 3792.090088
	Iteration 24Q: 3 clusters Score -1.507254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 116231 members 
Entering Unmasked Estep 
Score: -15072537.000000 Penalty: 3792.090088
	Iteration 25Q: 3 clusters Score -1.507254e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 116234 members 
Entering Unmasked Estep 
Score: -15072542.000000 Penalty: 3792.090088
	Iteration 26Q: 3 clusters Score -1.507254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 116237 members 
Entering Unmasked Estep 
Score: -15072541.000000 Penalty: 3792.090088
	Iteration 27Q: 3 clusters Score -1.507254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 116240 members 
Entering Unmasked Estep 
Score: -15072532.000000 Penalty: 3792.090088
	Iteration 28Q: 3 clusters Score -1.507253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 116241 members 
Entering Unmasked Estep 
Score: -15072531.000000 Penalty: 3792.090088
	Iteration 29Q: 3 clusters Score -1.507253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 116244 members 
Entering Unmasked Estep 
Score: -15072529.000000 Penalty: 3792.090088
	Iteration 30Q: 3 clusters Score -1.507253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 116244 members 
Entering Unmasked Estep 
Score: -15072535.000000 Penalty: 3792.090088
	Iteration 31Q: 3 clusters Score -1.507254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 116245 members 
Entering Unmasked Estep 
Score: -15072527.000000 Penalty: 3792.090088
	Iteration 32Q: 3 clusters Score -1.507253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 116246 members 
Entering Unmasked Estep 
Score: -15072534.000000 Penalty: 3792.090088
	Iteration 33Q: 3 clusters Score -1.507253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 116248 members 
Entering Unmasked Estep 
Score: -15072518.000000 Penalty: 3792.090088
	Iteration 34Q: 3 clusters Score -1.507252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 116248 members 
Entering Unmasked Estep 
Score: -15072518.000000 Penalty: 3792.090088
	Iteration 35F: 3 clusters Score -1.507252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Entering Unmasked Estep 
Score: -2057700.625000 Penalty: 1569.783325
	Iteration 0F: 2 clusters Score -2057701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2046933.375000 Penalty: 3139.566650
	Iteration 0F: 3 clusters Score -2046933 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2050673.750000 Penalty: 3139.566650
	Iteration 1F: 3 clusters Score -2050674 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2051016.000000 Penalty: 3139.566650
	Iteration 2F: 3 clusters Score -2051016 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2051338.000000 Penalty: 3139.566650
	Iteration 3Q: 3 clusters Score -2051338 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2051712.750000 Penalty: 3139.566650
	Iteration 4F: 3 clusters Score -2051713 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2052147.625000 Penalty: 3139.566650
	Iteration 5F: 3 clusters Score -2052148 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2052664.125000 Penalty: 3139.566650
	Iteration 6F: 3 clusters Score -2052664 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2053294.750000 Penalty: 3139.566650
	Iteration 7F: 3 clusters Score -2053295 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2053851.500000 Penalty: 3139.566650
	Iteration 8Q: 3 clusters Score -2053852 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2054325.000000 Penalty: 3139.566650
	Iteration 9Q: 3 clusters Score -2054325 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2054695.125000 Penalty: 3139.566650
	Iteration 10Q: 3 clusters Score -2054695 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2054949.625000 Penalty: 3139.566650
	Iteration 11Q: 3 clusters Score -2054950 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -2055130.875000 Penalty: 3139.566650
	Iteration 12Q: 3 clusters Score -2055131 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2055254.375000 Penalty: 3139.566650
	Iteration 13Q: 3 clusters Score -2055254 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2055341.500000 Penalty: 3139.566650
	Iteration 14Q: 3 clusters Score -2055342 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -2055440.125000 Penalty: 3139.566650
	Iteration 15Q: 3 clusters Score -2055440 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2055533.500000 Penalty: 3139.566650
	Iteration 16Q: 3 clusters Score -2055534 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2055632.000000 Penalty: 3139.566650
	Iteration 17Q: 3 clusters Score -2055632 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2055711.500000 Penalty: 3139.566650
	Iteration 18Q: 3 clusters Score -2055712 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2055780.625000 Penalty: 3139.566650
	Iteration 19Q: 3 clusters Score -2055781 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2055845.125000 Penalty: 3139.566650
	Iteration 20F: 3 clusters Score -2055845 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2055904.750000 Penalty: 3139.566650
	Iteration 21Q: 3 clusters Score -2055905 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2055950.875000 Penalty: 3139.566650
	Iteration 22Q: 3 clusters Score -2055951 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2055987.750000 Penalty: 3139.566650
	Iteration 23Q: 3 clusters Score -2055988 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2056036.875000 Penalty: 3139.566650
	Iteration 24Q: 3 clusters Score -2056037 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2056077.750000 Penalty: 3139.566650
	Iteration 25Q: 3 clusters Score -2056078 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2056118.375000 Penalty: 3139.566650
	Iteration 26Q: 3 clusters Score -2056118 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2056157.125000 Penalty: 3139.566650
	Iteration 27Q: 3 clusters Score -2056157 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -2056175.125000 Penalty: 3139.566650
	Iteration 28Q: 3 clusters Score -2056175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2056192.375000 Penalty: 3139.566650
	Iteration 29Q: 3 clusters Score -2056192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -2056213.125000 Penalty: 3139.566650
	Iteration 30Q: 3 clusters Score -2056213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2056228.625000 Penalty: 3139.566650
	Iteration 31Q: 3 clusters Score -2056229 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2056252.125000 Penalty: 3139.566650
	Iteration 32Q: 3 clusters Score -2056252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2056271.625000 Penalty: 3139.566650
	Iteration 33Q: 3 clusters Score -2056272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2056287.625000 Penalty: 3139.566650
	Iteration 34Q: 3 clusters Score -2056288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2056299.875000 Penalty: 3139.566650
	Iteration 35Q: 3 clusters Score -2056300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2056311.125000 Penalty: 3139.566650
	Iteration 36Q: 3 clusters Score -2056311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2056317.375000 Penalty: 3139.566650
	Iteration 37Q: 3 clusters Score -2056317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2056331.125000 Penalty: 3139.566650
	Iteration 38Q: 3 clusters Score -2056331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2056341.750000 Penalty: 3139.566650
	Iteration 39Q: 3 clusters Score -2056342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2056353.125000 Penalty: 3139.566650
	Iteration 40F: 3 clusters Score -2056353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2056359.250000 Penalty: 3139.566650
	Iteration 41Q: 3 clusters Score -2056359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2056361.875000 Penalty: 3139.566650
	Iteration 42Q: 3 clusters Score -2056362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2056364.375000 Penalty: 3139.566650
	Iteration 43Q: 3 clusters Score -2056364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2056363.125000 Penalty: 3139.566650
	Iteration 44Q: 3 clusters Score -2056363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2056368.500000 Penalty: 3139.566650
	Iteration 45Q: 3 clusters Score -2056368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2056371.500000 Penalty: 3139.566650
	Iteration 46Q: 3 clusters Score -2056372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2056370.625000 Penalty: 3139.566650
	Iteration 47Q: 3 clusters Score -2056371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2056372.125000 Penalty: 3139.566650
	Iteration 48Q: 3 clusters Score -2056372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2056368.750000 Penalty: 3139.566650
	Iteration 49Q: 3 clusters Score -2056369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2056368.750000 Penalty: 3139.566650
	Iteration 50F: 3 clusters Score -2056369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62488 members 
Entering Unmasked Estep 
Score: -8246373.000000 Penalty: 1794.443481
	Iteration 0F: 2 clusters Score -8246373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -8213284.000000 Penalty: 3588.886963
	Iteration 0F: 3 clusters Score -8213284 nChanged 29581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -8230394.500000 Penalty: 3588.886963
	Iteration 1F: 3 clusters Score -8230394 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -8231214.000000 Penalty: 3588.886963
	Iteration 2Q: 3 clusters Score -8231214 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -8232145.500000 Penalty: 3588.886963
	Iteration 3Q: 3 clusters Score -8232146 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -8233346.500000 Penalty: 3588.886963
	Iteration 4Q: 3 clusters Score -8233346 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -8234976.500000 Penalty: 3588.886963
	Iteration 5F: 3 clusters Score -8234976 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -8237504.000000 Penalty: 3588.886963
	Iteration 6F: 3 clusters Score -8237504 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -8240910.500000 Penalty: 3588.886963
	Iteration 7F: 3 clusters Score -8240910 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -8243786.000000 Penalty: 3588.886963
	Iteration 8F: 3 clusters Score -8243786 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -8245182.000000 Penalty: 3588.886963
	Iteration 9F: 3 clusters Score -8245182 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -8245818.000000 Penalty: 3588.886963
	Iteration 10Q: 3 clusters Score -8245818 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -8246266.500000 Penalty: 3588.886963
	Iteration 11Q: 3 clusters Score -8246266 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -8246605.500000 Penalty: 3588.886963
	Iteration 12Q: 3 clusters Score -8246606 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -8246962.000000 Penalty: 3588.886963
	Iteration 13Q: 3 clusters Score -8246962 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -8247230.000000 Penalty: 3588.886963
	Iteration 14Q: 3 clusters Score -8247230 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -8247511.500000 Penalty: 3588.886963
	Iteration 15Q: 3 clusters Score -8247512 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -8247768.500000 Penalty: 3588.886963
	Iteration 16Q: 3 clusters Score -8247768 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -8248004.000000 Penalty: 3588.886963
	Iteration 17Q: 3 clusters Score -8248004 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -8248218.000000 Penalty: 3588.886963
	Iteration 18Q: 3 clusters Score -8248218 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -8248352.500000 Penalty: 3588.886963
	Iteration 19Q: 3 clusters Score -8248352 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -8248506.000000 Penalty: 3588.886963
	Iteration 20F: 3 clusters Score -8248506 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -8248672.000000 Penalty: 3588.886963
	Iteration 21Q: 3 clusters Score -8248672 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -8248779.000000 Penalty: 3588.886963
	Iteration 22Q: 3 clusters Score -8248779 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -8248666.500000 Penalty: 3588.886963
	Iteration 23Q: 3 clusters Score -8248666 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -8248337.000000 Penalty: 3588.886963
	Iteration 24Q: 3 clusters Score -8248337 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -8247696.000000 Penalty: 3588.886963
	Iteration 25Q: 3 clusters Score -8247696 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -8246977.000000 Penalty: 3588.886963
	Iteration 26Q: 3 clusters Score -8246977 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54680 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -8246320.500000 Penalty: 3588.886963
	Iteration 27Q: 3 clusters Score -8246320 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -8245823.000000 Penalty: 3588.886963
	Iteration 28Q: 3 clusters Score -8245823 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -8245436.000000 Penalty: 3588.886963
	Iteration 29Q: 3 clusters Score -8245436 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -8244992.500000 Penalty: 3588.886963
	Iteration 30Q: 3 clusters Score -8244992 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -8244778.000000 Penalty: 3588.886963
	Iteration 31Q: 3 clusters Score -8244778 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -8244607.000000 Penalty: 3588.886963
	Iteration 32Q: 3 clusters Score -8244607 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60922 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8244545.500000 Penalty: 3588.886963
	Iteration 33Q: 3 clusters Score -8244546 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61197 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8244514.000000 Penalty: 3588.886963
	Iteration 34Q: 3 clusters Score -8244514 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -8244499.000000 Penalty: 3588.886963
	Iteration 35Q: 3 clusters Score -8244499 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8244484.500000 Penalty: 3588.886963
	Iteration 36Q: 3 clusters Score -8244484 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61538 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8244489.000000 Penalty: 3588.886963
	Iteration 37Q: 3 clusters Score -8244489 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8244457.000000 Penalty: 3588.886963
	Iteration 38Q: 3 clusters Score -8244457 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61616 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8244461.500000 Penalty: 3588.886963
	Iteration 39Q: 3 clusters Score -8244462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8245033.000000 Penalty: 3588.886963
	Iteration 40F: 3 clusters Score -8245033 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8244870.000000 Penalty: 3588.886963
	Iteration 41Q: 3 clusters Score -8244870 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62311 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8244868.500000 Penalty: 3588.886963
	Iteration 42Q: 3 clusters Score -8244868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8244889.000000 Penalty: 3588.886963
	Iteration 43Q: 3 clusters Score -8244889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -8244921.000000 Penalty: 3588.886963
	Iteration 44Q: 3 clusters Score -8244921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62368 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -8244929.000000 Penalty: 3588.886963
	Iteration 45Q: 3 clusters Score -8244929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8244932.000000 Penalty: 3588.886963
	Iteration 46Q: 3 clusters Score -8244932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62374 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8244930.500000 Penalty: 3588.886963
	Iteration 47Q: 3 clusters Score -8244930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62376 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8244938.000000 Penalty: 3588.886963
	Iteration 48Q: 3 clusters Score -8244938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62377 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8244935.500000 Penalty: 3588.886963
	Iteration 49Q: 3 clusters Score -8244936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62377 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8244935.500000 Penalty: 3588.886963
	Iteration 50F: 3 clusters Score -8244936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Entering Unmasked Estep 
Score: -1459891.625000 Penalty: 1515.603149
	Iteration 0F: 2 clusters Score -1459892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1451939.750000 Penalty: 3031.206299
	Iteration 0F: 3 clusters Score -1451940 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1454609.875000 Penalty: 3031.206299
	Iteration 1F: 3 clusters Score -1454610 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1454824.000000 Penalty: 3031.206299
	Iteration 2F: 3 clusters Score -1454824 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1454987.250000 Penalty: 3031.206299
	Iteration 3Q: 3 clusters Score -1454987 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1455110.500000 Penalty: 3031.206299
	Iteration 4Q: 3 clusters Score -1455110 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1455204.750000 Penalty: 3031.206299
	Iteration 5Q: 3 clusters Score -1455205 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1455276.125000 Penalty: 3031.206299
	Iteration 6Q: 3 clusters Score -1455276 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1455323.000000 Penalty: 3031.206299
	Iteration 7Q: 3 clusters Score -1455323 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1455361.750000 Penalty: 3031.206299
	Iteration 8Q: 3 clusters Score -1455362 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1455399.125000 Penalty: 3031.206299
	Iteration 9Q: 3 clusters Score -1455399 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1455435.375000 Penalty: 3031.206299
	Iteration 10Q: 3 clusters Score -1455435 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1455476.375000 Penalty: 3031.206299
	Iteration 11Q: 3 clusters Score -1455476 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1455521.750000 Penalty: 3031.206299
	Iteration 12Q: 3 clusters Score -1455522 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1455563.125000 Penalty: 3031.206299
	Iteration 13Q: 3 clusters Score -1455563 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1455613.375000 Penalty: 3031.206299
	Iteration 14Q: 3 clusters Score -1455613 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1455659.250000 Penalty: 3031.206299
	Iteration 15Q: 3 clusters Score -1455659 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1455704.500000 Penalty: 3031.206299
	Iteration 16Q: 3 clusters Score -1455704 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1455756.125000 Penalty: 3031.206299
	Iteration 17Q: 3 clusters Score -1455756 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1455821.125000 Penalty: 3031.206299
	Iteration 18Q: 3 clusters Score -1455821 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1455890.375000 Penalty: 3031.206299
	Iteration 19Q: 3 clusters Score -1455890 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1455985.500000 Penalty: 3031.206299
	Iteration 20F: 3 clusters Score -1455986 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1456111.625000 Penalty: 3031.206299
	Iteration 21Q: 3 clusters Score -1456112 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1456273.875000 Penalty: 3031.206299
	Iteration 22Q: 3 clusters Score -1456274 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1456508.125000 Penalty: 3031.206299
	Iteration 23Q: 3 clusters Score -1456508 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1456834.250000 Penalty: 3031.206299
	Iteration 24Q: 3 clusters Score -1456834 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1457183.750000 Penalty: 3031.206299
	Iteration 25Q: 3 clusters Score -1457184 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1457497.500000 Penalty: 3031.206299
	Iteration 26Q: 3 clusters Score -1457498 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1457725.625000 Penalty: 3031.206299
	Iteration 27Q: 3 clusters Score -1457726 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1457886.750000 Penalty: 3031.206299
	Iteration 28Q: 3 clusters Score -1457887 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1457999.500000 Penalty: 3031.206299
	Iteration 29Q: 3 clusters Score -1458000 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1458104.875000 Penalty: 3031.206299
	Iteration 30Q: 3 clusters Score -1458105 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1458200.625000 Penalty: 3031.206299
	Iteration 31Q: 3 clusters Score -1458201 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1458262.000000 Penalty: 3031.206299
	Iteration 32Q: 3 clusters Score -1458262 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1458304.750000 Penalty: 3031.206299
	Iteration 33Q: 3 clusters Score -1458305 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1458341.625000 Penalty: 3031.206299
	Iteration 34Q: 3 clusters Score -1458342 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1458374.250000 Penalty: 3031.206299
	Iteration 35Q: 3 clusters Score -1458374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1458392.750000 Penalty: 3031.206299
	Iteration 36Q: 3 clusters Score -1458393 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1458418.375000 Penalty: 3031.206299
	Iteration 37Q: 3 clusters Score -1458418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1458446.375000 Penalty: 3031.206299
	Iteration 38Q: 3 clusters Score -1458446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1458467.500000 Penalty: 3031.206299
	Iteration 39Q: 3 clusters Score -1458468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1458488.500000 Penalty: 3031.206299
	Iteration 40F: 3 clusters Score -1458488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1458500.125000 Penalty: 3031.206299
	Iteration 41Q: 3 clusters Score -1458500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1458504.500000 Penalty: 3031.206299
	Iteration 42Q: 3 clusters Score -1458504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1458513.750000 Penalty: 3031.206299
	Iteration 43Q: 3 clusters Score -1458514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1458521.375000 Penalty: 3031.206299
	Iteration 44Q: 3 clusters Score -1458521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1458529.000000 Penalty: 3031.206299
	Iteration 45Q: 3 clusters Score -1458529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1458533.250000 Penalty: 3031.206299
	Iteration 46Q: 3 clusters Score -1458533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1458536.750000 Penalty: 3031.206299
	Iteration 47Q: 3 clusters Score -1458537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1458538.625000 Penalty: 3031.206299
	Iteration 48Q: 3 clusters Score -1458539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1458545.625000 Penalty: 3031.206299
	Iteration 49Q: 3 clusters Score -1458546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1458548.000000 Penalty: 3031.206299
	Iteration 50Q: 3 clusters Score -1458548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1458548.375000 Penalty: 3031.206299
	Iteration 51Q: 3 clusters Score -1458548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1458550.250000 Penalty: 3031.206299
	Iteration 52Q: 3 clusters Score -1458550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1458551.000000 Penalty: 3031.206299
	Iteration 53Q: 3 clusters Score -1458551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1458549.500000 Penalty: 3031.206299
	Iteration 54Q: 3 clusters Score -1458550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1458551.750000 Penalty: 3031.206299
	Iteration 55Q: 3 clusters Score -1458552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1458554.500000 Penalty: 3031.206299
	Iteration 56Q: 3 clusters Score -1458554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1458555.625000 Penalty: 3031.206299
	Iteration 57Q: 3 clusters Score -1458556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1458556.375000 Penalty: 3031.206299
	Iteration 58Q: 3 clusters Score -1458556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1458558.500000 Penalty: 3031.206299
	Iteration 59Q: 3 clusters Score -1458558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1458557.875000 Penalty: 3031.206299
	Iteration 60F: 3 clusters Score -1458558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1458557.875000 Penalty: 3031.206299
	Iteration 61Q: 3 clusters Score -1458558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1458559.125000 Penalty: 3031.206299
	Iteration 62Q: 3 clusters Score -1458559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1458559.750000 Penalty: 3031.206299
	Iteration 63Q: 3 clusters Score -1458560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1458561.000000 Penalty: 3031.206299
	Iteration 64Q: 3 clusters Score -1458561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1458559.500000 Penalty: 3031.206299
	Iteration 65Q: 3 clusters Score -1458560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1458562.250000 Penalty: 3031.206299
	Iteration 66Q: 3 clusters Score -1458562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1458561.375000 Penalty: 3031.206299
	Iteration 67Q: 3 clusters Score -1458561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1458561.875000 Penalty: 3031.206299
	Iteration 68Q: 3 clusters Score -1458562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1458561.875000 Penalty: 3031.206299
	Iteration 69F: 3 clusters Score -1458562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -14778.530273 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -14778.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14091.864258 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -14091.86 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -14464.492188 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -14464.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14684.448242 Penalty: 1884.705200
	Iteration 2F: 3 clusters Score -14684.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -14861.051758 Penalty: 1884.705200
	Iteration 3F: 3 clusters Score -14861.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -14945.453125 Penalty: 1884.705200
	Iteration 4Q: 3 clusters Score -14945.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -14987.814453 Penalty: 1884.705200
	Iteration 5Q: 3 clusters Score -14987.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15034.866211 Penalty: 1884.705200
	Iteration 6Q: 3 clusters Score -15034.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -15044.236328 Penalty: 1884.705200
	Iteration 7Q: 3 clusters Score -15044.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -15056.565430 Penalty: 1884.705200
	Iteration 8Q: 3 clusters Score -15056.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15060.184570 Penalty: 1884.705200
	Iteration 9Q: 3 clusters Score -15060.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15070.680664 Penalty: 1884.705200
	Iteration 10F: 3 clusters Score -15070.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15107.908203 Penalty: 1884.705200
	Iteration 11Q: 3 clusters Score -15107.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15128.397461 Penalty: 1884.705200
	Iteration 12Q: 3 clusters Score -15128.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15132.842773 Penalty: 1884.705200
	Iteration 13Q: 3 clusters Score -15132.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15132.842773 Penalty: 1884.705200
	Iteration 14F: 3 clusters Score -15132.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116771 members 
Mstep: Class 3 contains 15681 members 
Mstep: Class 4 contains 62488 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 116 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82558 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 17 contains 63258 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
Score: -54016184.000000 Penalty: 37888.101562
Splitting cluster 6 changes total score from -54017064.000000 to -54016184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (45262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Entering Unmasked Estep 
Score: -5892595.500000 Penalty: 1742.036255
	Iteration 0F: 2 clusters Score -5892596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -5862338.000000 Penalty: 3484.072510
	Iteration 0F: 3 clusters Score -5862338 nChanged 21126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -5874282.000000 Penalty: 3484.072510
	Iteration 1F: 3 clusters Score -5874282 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -5874915.500000 Penalty: 3484.072510
	Iteration 2Q: 3 clusters Score -5874916 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -5875761.000000 Penalty: 3484.072510
	Iteration 3Q: 3 clusters Score -5875761 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -5877131.500000 Penalty: 3484.072510
	Iteration 4F: 3 clusters Score -5877132 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -5879504.000000 Penalty: 3484.072510
	Iteration 5F: 3 clusters Score -5879504 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -5882918.000000 Penalty: 3484.072510
	Iteration 6F: 3 clusters Score -5882918 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -5886460.500000 Penalty: 3484.072510
	Iteration 7F: 3 clusters Score -5886460 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -5888959.500000 Penalty: 3484.072510
	Iteration 8F: 3 clusters Score -5888960 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5890269.000000 Penalty: 3484.072510
	Iteration 9Q: 3 clusters Score -5890269 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5890833.000000 Penalty: 3484.072510
	Iteration 10Q: 3 clusters Score -5890833 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5891083.500000 Penalty: 3484.072510
	Iteration 11Q: 3 clusters Score -5891084 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5891163.500000 Penalty: 3484.072510
	Iteration 12Q: 3 clusters Score -5891164 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5891223.000000 Penalty: 3484.072510
	Iteration 13Q: 3 clusters Score -5891223 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5891247.000000 Penalty: 3484.072510
	Iteration 14Q: 3 clusters Score -5891247 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5891266.500000 Penalty: 3484.072510
	Iteration 15Q: 3 clusters Score -5891266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5891275.000000 Penalty: 3484.072510
	Iteration 16Q: 3 clusters Score -5891275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5891288.000000 Penalty: 3484.072510
	Iteration 17Q: 3 clusters Score -5891288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5891293.500000 Penalty: 3484.072510
	Iteration 18Q: 3 clusters Score -5891294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5891307.000000 Penalty: 3484.072510
	Iteration 19Q: 3 clusters Score -5891307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5891324.500000 Penalty: 3484.072510
	Iteration 20F: 3 clusters Score -5891324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5891319.000000 Penalty: 3484.072510
	Iteration 21Q: 3 clusters Score -5891319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5891320.500000 Penalty: 3484.072510
	Iteration 22Q: 3 clusters Score -5891320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5891325.500000 Penalty: 3484.072510
	Iteration 23Q: 3 clusters Score -5891326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5891331.500000 Penalty: 3484.072510
	Iteration 24Q: 3 clusters Score -5891332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5891342.500000 Penalty: 3484.072510
	Iteration 25Q: 3 clusters Score -5891342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5891350.000000 Penalty: 3484.072510
	Iteration 26Q: 3 clusters Score -5891350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5891353.000000 Penalty: 3484.072510
	Iteration 27Q: 3 clusters Score -5891353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5891353.500000 Penalty: 3484.072510
	Iteration 28Q: 3 clusters Score -5891354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5891351.000000 Penalty: 3484.072510
	Iteration 29Q: 3 clusters Score -5891351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5891351.000000 Penalty: 3484.072510
	Iteration 30Q: 3 clusters Score -5891351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5891351.000000 Penalty: 3484.072510
	Iteration 31F: 3 clusters Score -5891351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -105015.007812 Penalty: 1090.063721
	Iteration 0F: 2 clusters Score -105015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -103734.273438 Penalty: 2180.127441
	Iteration 0F: 3 clusters Score -103734.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -103956.375000 Penalty: 2180.127441
	Iteration 1F: 3 clusters Score -103956.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -104012.570312 Penalty: 2180.127441
	Iteration 2F: 3 clusters Score -104012.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -104057.554688 Penalty: 2180.127441
	Iteration 3Q: 3 clusters Score -104057.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -104092.921875 Penalty: 2180.127441
	Iteration 4Q: 3 clusters Score -104092.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -104122.179688 Penalty: 2180.127441
	Iteration 5Q: 3 clusters Score -104122.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -104149.710938 Penalty: 2180.127441
	Iteration 6Q: 3 clusters Score -104149.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -104173.335938 Penalty: 2180.127441
	Iteration 7Q: 3 clusters Score -104173.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -104211.437500 Penalty: 2180.127441
	Iteration 8Q: 3 clusters Score -104211.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -104262.429688 Penalty: 2180.127441
	Iteration 9Q: 3 clusters Score -104262.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -104283.335938 Penalty: 2180.127441
	Iteration 10Q: 3 clusters Score -104283.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -104294.632812 Penalty: 2180.127441
	Iteration 11Q: 3 clusters Score -104294.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -104298.203125 Penalty: 2180.127441
	Iteration 12Q: 3 clusters Score -104298.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -104298.203125 Penalty: 2180.127441
	Iteration 13F: 3 clusters Score -104298.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Entering Unmasked Estep 
Score: -1323010.375000 Penalty: 1498.200562
	Iteration 0F: 2 clusters Score -1323010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1315693.500000 Penalty: 2996.401123
	Iteration 0F: 3 clusters Score -1315694 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1318133.125000 Penalty: 2996.401123
	Iteration 1F: 3 clusters Score -1318133 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1318373.375000 Penalty: 2996.401123
	Iteration 2F: 3 clusters Score -1318373 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1318586.125000 Penalty: 2996.401123
	Iteration 3Q: 3 clusters Score -1318586 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1318754.375000 Penalty: 2996.401123
	Iteration 4Q: 3 clusters Score -1318754 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1318890.625000 Penalty: 2996.401123
	Iteration 5Q: 3 clusters Score -1318891 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1319016.000000 Penalty: 2996.401123
	Iteration 6Q: 3 clusters Score -1319016 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1319156.500000 Penalty: 2996.401123
	Iteration 7Q: 3 clusters Score -1319156 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1319317.375000 Penalty: 2996.401123
	Iteration 8Q: 3 clusters Score -1319317 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1319482.125000 Penalty: 2996.401123
	Iteration 9Q: 3 clusters Score -1319482 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1319630.125000 Penalty: 2996.401123
	Iteration 10Q: 3 clusters Score -1319630 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1319791.625000 Penalty: 2996.401123
	Iteration 11Q: 3 clusters Score -1319792 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1319963.375000 Penalty: 2996.401123
	Iteration 12Q: 3 clusters Score -1319963 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1320154.500000 Penalty: 2996.401123
	Iteration 13Q: 3 clusters Score -1320154 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1320344.375000 Penalty: 2996.401123
	Iteration 14Q: 3 clusters Score -1320344 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1320507.875000 Penalty: 2996.401123
	Iteration 15Q: 3 clusters Score -1320508 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1320645.250000 Penalty: 2996.401123
	Iteration 16Q: 3 clusters Score -1320645 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1320752.750000 Penalty: 2996.401123
	Iteration 17Q: 3 clusters Score -1320753 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1320848.250000 Penalty: 2996.401123
	Iteration 18Q: 3 clusters Score -1320848 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1320951.000000 Penalty: 2996.401123
	Iteration 19Q: 3 clusters Score -1320951 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1321039.500000 Penalty: 2996.401123
	Iteration 20F: 3 clusters Score -1321040 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1321113.250000 Penalty: 2996.401123
	Iteration 21Q: 3 clusters Score -1321113 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1321179.750000 Penalty: 2996.401123
	Iteration 22Q: 3 clusters Score -1321180 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1321243.625000 Penalty: 2996.401123
	Iteration 23Q: 3 clusters Score -1321244 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1321307.875000 Penalty: 2996.401123
	Iteration 24Q: 3 clusters Score -1321308 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1321375.125000 Penalty: 2996.401123
	Iteration 25Q: 3 clusters Score -1321375 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1321434.625000 Penalty: 2996.401123
	Iteration 26Q: 3 clusters Score -1321435 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1321469.250000 Penalty: 2996.401123
	Iteration 27Q: 3 clusters Score -1321469 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1321502.250000 Penalty: 2996.401123
	Iteration 28Q: 3 clusters Score -1321502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1321530.000000 Penalty: 2996.401123
	Iteration 29Q: 3 clusters Score -1321530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1321557.875000 Penalty: 2996.401123
	Iteration 30Q: 3 clusters Score -1321558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1321573.625000 Penalty: 2996.401123
	Iteration 31Q: 3 clusters Score -1321574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1321593.500000 Penalty: 2996.401123
	Iteration 32Q: 3 clusters Score -1321594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1321607.500000 Penalty: 2996.401123
	Iteration 33Q: 3 clusters Score -1321608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1321622.375000 Penalty: 2996.401123
	Iteration 34Q: 3 clusters Score -1321622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1321636.750000 Penalty: 2996.401123
	Iteration 35Q: 3 clusters Score -1321637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1321645.375000 Penalty: 2996.401123
	Iteration 36Q: 3 clusters Score -1321645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1321653.000000 Penalty: 2996.401123
	Iteration 37Q: 3 clusters Score -1321653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1321659.625000 Penalty: 2996.401123
	Iteration 38Q: 3 clusters Score -1321660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1321666.750000 Penalty: 2996.401123
	Iteration 39Q: 3 clusters Score -1321667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1321670.375000 Penalty: 2996.401123
	Iteration 40F: 3 clusters Score -1321670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1321673.375000 Penalty: 2996.401123
	Iteration 41Q: 3 clusters Score -1321673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1321673.875000 Penalty: 2996.401123
	Iteration 42Q: 3 clusters Score -1321674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1321675.000000 Penalty: 2996.401123
	Iteration 43Q: 3 clusters Score -1321675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1321676.875000 Penalty: 2996.401123
	Iteration 44Q: 3 clusters Score -1321677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1321676.875000 Penalty: 2996.401123
	Iteration 45F: 3 clusters Score -1321677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Entering Unmasked Estep 
Score: -1293004.375000 Penalty: 1502.897339
	Iteration 0F: 2 clusters Score -1293004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1285608.000000 Penalty: 3005.794678
	Iteration 0F: 3 clusters Score -1285608 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1287983.625000 Penalty: 3005.794678
	Iteration 1F: 3 clusters Score -1287984 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1288339.125000 Penalty: 3005.794678
	Iteration 2F: 3 clusters Score -1288339 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1288703.000000 Penalty: 3005.794678
	Iteration 3F: 3 clusters Score -1288703 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1289165.125000 Penalty: 3005.794678
	Iteration 4F: 3 clusters Score -1289165 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1289908.250000 Penalty: 3005.794678
	Iteration 5F: 3 clusters Score -1289908 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1290933.500000 Penalty: 3005.794678
	Iteration 6F: 3 clusters Score -1290934 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1291825.625000 Penalty: 3005.794678
	Iteration 7F: 3 clusters Score -1291826 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1292383.750000 Penalty: 3005.794678
	Iteration 8F: 3 clusters Score -1292384 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1292663.500000 Penalty: 3005.794678
	Iteration 9Q: 3 clusters Score -1292664 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1292827.375000 Penalty: 3005.794678
	Iteration 10Q: 3 clusters Score -1292827 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1292920.625000 Penalty: 3005.794678
	Iteration 11Q: 3 clusters Score -1292921 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1292968.500000 Penalty: 3005.794678
	Iteration 12Q: 3 clusters Score -1292968 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1293004.500000 Penalty: 3005.794678
	Iteration 13Q: 3 clusters Score -1293004 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1293026.625000 Penalty: 3005.794678
	Iteration 14Q: 3 clusters Score -1293027 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1293046.625000 Penalty: 3005.794678
	Iteration 15Q: 3 clusters Score -1293047 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1293060.500000 Penalty: 3005.794678
	Iteration 16Q: 3 clusters Score -1293060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1293065.500000 Penalty: 3005.794678
	Iteration 17Q: 3 clusters Score -1293066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1293069.375000 Penalty: 3005.794678
	Iteration 18Q: 3 clusters Score -1293069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1293073.250000 Penalty: 3005.794678
	Iteration 19Q: 3 clusters Score -1293073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1293075.375000 Penalty: 3005.794678
	Iteration 20F: 3 clusters Score -1293075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1293079.000000 Penalty: 3005.794678
	Iteration 21Q: 3 clusters Score -1293079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1293080.875000 Penalty: 3005.794678
	Iteration 22Q: 3 clusters Score -1293081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1293083.875000 Penalty: 3005.794678
	Iteration 23Q: 3 clusters Score -1293084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1293085.125000 Penalty: 3005.794678
	Iteration 24Q: 3 clusters Score -1293085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1293083.500000 Penalty: 3005.794678
	Iteration 25Q: 3 clusters Score -1293084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1293084.875000 Penalty: 3005.794678
	Iteration 26Q: 3 clusters Score -1293085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1293085.750000 Penalty: 3005.794678
	Iteration 27Q: 3 clusters Score -1293086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1293085.875000 Penalty: 3005.794678
	Iteration 28Q: 3 clusters Score -1293086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1293085.875000 Penalty: 3005.794678
	Iteration 29F: 3 clusters Score -1293086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116771 members 
Mstep: Class 3 contains 15681 members 
Mstep: Class 4 contains 62488 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 799 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82558 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 16 contains 9591 members 
Mstep: Class 17 contains 63258 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
Score: -54016476.000000 Penalty: 37888.101562
Splitting cluster 10 changes total score from -54017064.000000 to -54016476.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -51227.531250 Penalty: 937.859131
	Iteration 0F: 2 clusters Score -51227.53 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 159 members 
Entering Unmasked Estep 
Score: -50294.750000 Penalty: 1875.718262
	Iteration 0F: 3 clusters Score -50294.75 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50415.324219 Penalty: 1875.718262
	Iteration 1F: 3 clusters Score -50415.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50436.722656 Penalty: 1875.718262
	Iteration 2Q: 3 clusters Score -50436.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50440.718750 Penalty: 1875.718262
	Iteration 3Q: 3 clusters Score -50440.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50448.003906 Penalty: 1875.718262
	Iteration 4Q: 3 clusters Score -50448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -50450.566406 Penalty: 1875.718262
	Iteration 5Q: 3 clusters Score -50450.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -50456.148438 Penalty: 1875.718262
	Iteration 6Q: 3 clusters Score -50456.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -50463.941406 Penalty: 1875.718262
	Iteration 7Q: 3 clusters Score -50463.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50466.722656 Penalty: 1875.718262
	Iteration 8Q: 3 clusters Score -50466.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50468.500000 Penalty: 1875.718262
	Iteration 9Q: 3 clusters Score -50468.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50476.000000 Penalty: 1875.718262
	Iteration 10Q: 3 clusters Score -50476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50479.179688 Penalty: 1875.718262
	Iteration 11Q: 3 clusters Score -50479.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50479.621094 Penalty: 1875.718262
	Iteration 12Q: 3 clusters Score -50479.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50479.621094 Penalty: 1875.718262
	Iteration 13F: 3 clusters Score -50479.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -46151.667969 Penalty: 1028.289673
	Iteration 0F: 2 clusters Score -46151.67 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 290 members 
Entering Unmasked Estep 
Score: -45097.171875 Penalty: 2056.579346
	Iteration 0F: 3 clusters Score -45097.17 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45425.796875 Penalty: 2056.579346
	Iteration 1F: 3 clusters Score -45425.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -45526.847656 Penalty: 2056.579346
	Iteration 2F: 3 clusters Score -45526.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -45590.656250 Penalty: 2056.579346
	Iteration 3F: 3 clusters Score -45590.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -45641.890625 Penalty: 2056.579346
	Iteration 4Q: 3 clusters Score -45641.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -45674.832031 Penalty: 2056.579346
	Iteration 5Q: 3 clusters Score -45674.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45723.179688 Penalty: 2056.579346
	Iteration 6Q: 3 clusters Score -45723.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -45766.507812 Penalty: 2056.579346
	Iteration 7Q: 3 clusters Score -45766.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45796.839844 Penalty: 2056.579346
	Iteration 8Q: 3 clusters Score -45796.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45854.777344 Penalty: 2056.579346
	Iteration 9Q: 3 clusters Score -45854.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45903.062500 Penalty: 2056.579346
	Iteration 10Q: 3 clusters Score -45903.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45918.820312 Penalty: 2056.579346
	Iteration 11Q: 3 clusters Score -45918.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45927.832031 Penalty: 2056.579346
	Iteration 12Q: 3 clusters Score -45927.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45930.910156 Penalty: 2056.579346
	Iteration 13Q: 3 clusters Score -45930.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45937.593750 Penalty: 2056.579346
	Iteration 14Q: 3 clusters Score -45937.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45938.554688 Penalty: 2056.579346
	Iteration 15Q: 3 clusters Score -45938.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -45939.542969 Penalty: 2056.579346
	Iteration 16Q: 3 clusters Score -45939.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45941.464844 Penalty: 2056.579346
	Iteration 17Q: 3 clusters Score -45941.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45945.222656 Penalty: 2056.579346
	Iteration 18Q: 3 clusters Score -45945.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45945.808594 Penalty: 2056.579346
	Iteration 19Q: 3 clusters Score -45945.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45965.464844 Penalty: 2056.579346
	Iteration 20F: 3 clusters Score -45965.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46006.578125 Penalty: 2056.579346
	Iteration 21Q: 3 clusters Score -46006.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46019.511719 Penalty: 2056.579346
	Iteration 22Q: 3 clusters Score -46019.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46020.894531 Penalty: 2056.579346
	Iteration 23Q: 3 clusters Score -46020.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46026.781250 Penalty: 2056.579346
	Iteration 24Q: 3 clusters Score -46026.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46030.902344 Penalty: 2056.579346
	Iteration 25Q: 3 clusters Score -46030.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46031.312500 Penalty: 2056.579346
	Iteration 26Q: 3 clusters Score -46031.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46031.312500 Penalty: 2056.579346
	Iteration 27F: 3 clusters Score -46031.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (82558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82558 members 
Entering Unmasked Estep 
Score: -10807693.000000 Penalty: 1839.704224
	Iteration 0F: 2 clusters Score -1.080769e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -10761269.000000 Penalty: 3679.408447
	Iteration 0F: 3 clusters Score -1.076127e+07 nChanged 39453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -10784147.000000 Penalty: 3679.408447
	Iteration 1F: 3 clusters Score -1.078415e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -10785048.000000 Penalty: 3679.408447
	Iteration 2Q: 3 clusters Score -1.078505e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -10786278.000000 Penalty: 3679.408447
	Iteration 3Q: 3 clusters Score -1.078628e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -10788320.000000 Penalty: 3679.408447
	Iteration 4F: 3 clusters Score -1.078832e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -10790980.000000 Penalty: 3679.408447
	Iteration 5F: 3 clusters Score -1.079098e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -10793927.000000 Penalty: 3679.408447
	Iteration 6F: 3 clusters Score -1.079393e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66070 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -10796931.000000 Penalty: 3679.408447
	Iteration 7F: 3 clusters Score -1.079693e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70709 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -10799375.000000 Penalty: 3679.408447
	Iteration 8F: 3 clusters Score -1.079938e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73987 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -10801559.000000 Penalty: 3679.408447
	Iteration 9Q: 3 clusters Score -1.080156e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -10803242.000000 Penalty: 3679.408447
	Iteration 10Q: 3 clusters Score -1.080324e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76997 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -10804115.000000 Penalty: 3679.408447
	Iteration 11Q: 3 clusters Score -1.080412e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77548 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -10804489.000000 Penalty: 3679.408447
	Iteration 12Q: 3 clusters Score -1.080449e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77932 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -10804748.000000 Penalty: 3679.408447
	Iteration 13Q: 3 clusters Score -1.080475e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78286 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -10804929.000000 Penalty: 3679.408447
	Iteration 14Q: 3 clusters Score -1.080493e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78586 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -10805087.000000 Penalty: 3679.408447
	Iteration 15Q: 3 clusters Score -1.080509e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78861 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -10805090.000000 Penalty: 3679.408447
	Iteration 16Q: 3 clusters Score -1.080509e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79098 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -10805143.000000 Penalty: 3679.408447
	Iteration 17Q: 3 clusters Score -1.080514e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -10805206.000000 Penalty: 3679.408447
	Iteration 18Q: 3 clusters Score -1.080521e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79536 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -10805258.000000 Penalty: 3679.408447
	Iteration 19Q: 3 clusters Score -1.080526e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79721 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -10805332.000000 Penalty: 3679.408447
	Iteration 20F: 3 clusters Score -1.080533e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79886 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -10805386.000000 Penalty: 3679.408447
	Iteration 21Q: 3 clusters Score -1.080539e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -10805452.000000 Penalty: 3679.408447
	Iteration 22Q: 3 clusters Score -1.080545e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80170 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -10805518.000000 Penalty: 3679.408447
	Iteration 23Q: 3 clusters Score -1.080552e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80305 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -10805570.000000 Penalty: 3679.408447
	Iteration 24Q: 3 clusters Score -1.080557e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80428 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -10805618.000000 Penalty: 3679.408447
	Iteration 25Q: 3 clusters Score -1.080562e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80547 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -10805666.000000 Penalty: 3679.408447
	Iteration 26Q: 3 clusters Score -1.080567e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80635 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -10805685.000000 Penalty: 3679.408447
	Iteration 27Q: 3 clusters Score -1.080568e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80721 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -10805696.000000 Penalty: 3679.408447
	Iteration 28Q: 3 clusters Score -1.08057e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80784 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -10805744.000000 Penalty: 3679.408447
	Iteration 29Q: 3 clusters Score -1.080574e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80852 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -10805782.000000 Penalty: 3679.408447
	Iteration 30Q: 3 clusters Score -1.080578e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80918 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -10805813.000000 Penalty: 3679.408447
	Iteration 31Q: 3 clusters Score -1.080581e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80977 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -10805846.000000 Penalty: 3679.408447
	Iteration 32Q: 3 clusters Score -1.080585e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81021 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -10805833.000000 Penalty: 3679.408447
	Iteration 33Q: 3 clusters Score -1.080583e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81059 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -10805863.000000 Penalty: 3679.408447
	Iteration 34Q: 3 clusters Score -1.080586e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81092 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -10805879.000000 Penalty: 3679.408447
	Iteration 35Q: 3 clusters Score -1.080588e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81121 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -10805898.000000 Penalty: 3679.408447
	Iteration 36Q: 3 clusters Score -1.08059e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81146 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -10805898.000000 Penalty: 3679.408447
	Iteration 37Q: 3 clusters Score -1.08059e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81164 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -10805894.000000 Penalty: 3679.408447
	Iteration 38Q: 3 clusters Score -1.080589e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81177 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -10805909.000000 Penalty: 3679.408447
	Iteration 39Q: 3 clusters Score -1.080591e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81190 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -10805915.000000 Penalty: 3679.408447
	Iteration 40F: 3 clusters Score -1.080592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -10805925.000000 Penalty: 3679.408447
	Iteration 41Q: 3 clusters Score -1.080592e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81217 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -10805919.000000 Penalty: 3679.408447
	Iteration 42Q: 3 clusters Score -1.080592e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81235 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -10805940.000000 Penalty: 3679.408447
	Iteration 43Q: 3 clusters Score -1.080594e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81252 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -10805945.000000 Penalty: 3679.408447
	Iteration 44Q: 3 clusters Score -1.080594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81272 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -10805938.000000 Penalty: 3679.408447
	Iteration 45Q: 3 clusters Score -1.080594e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81287 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -10805965.000000 Penalty: 3679.408447
	Iteration 46Q: 3 clusters Score -1.080596e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81301 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -10805975.000000 Penalty: 3679.408447
	Iteration 47Q: 3 clusters Score -1.080598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -10805973.000000 Penalty: 3679.408447
	Iteration 48Q: 3 clusters Score -1.080597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81315 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -10805981.000000 Penalty: 3679.408447
	Iteration 49Q: 3 clusters Score -1.080598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81324 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -10805996.000000 Penalty: 3679.408447
	Iteration 50Q: 3 clusters Score -1.0806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81331 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -10805992.000000 Penalty: 3679.408447
	Iteration 51Q: 3 clusters Score -1.080599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81339 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -10806004.000000 Penalty: 3679.408447
	Iteration 52Q: 3 clusters Score -1.0806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81348 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -10806004.000000 Penalty: 3679.408447
	Iteration 53Q: 3 clusters Score -1.0806e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81357 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -10806012.000000 Penalty: 3679.408447
	Iteration 54Q: 3 clusters Score -1.080601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81367 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -10805990.000000 Penalty: 3679.408447
	Iteration 55Q: 3 clusters Score -1.080599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81378 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -10806008.000000 Penalty: 3679.408447
	Iteration 56Q: 3 clusters Score -1.080601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81384 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -10806018.000000 Penalty: 3679.408447
	Iteration 57Q: 3 clusters Score -1.080602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81387 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -10806014.000000 Penalty: 3679.408447
	Iteration 58Q: 3 clusters Score -1.080601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81393 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -10806015.000000 Penalty: 3679.408447
	Iteration 59Q: 3 clusters Score -1.080602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81396 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -10806018.000000 Penalty: 3679.408447
	Iteration 60F: 3 clusters Score -1.080602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81400 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -10806022.000000 Penalty: 3679.408447
	Iteration 61Q: 3 clusters Score -1.080602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81400 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -10806022.000000 Penalty: 3679.408447
	Iteration 62F: 3 clusters Score -1.080602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -49174.484375 Penalty: 1010.845886
	Iteration 0F: 2 clusters Score -49174.48 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 247 members 
Entering Unmasked Estep 
Score: -48125.179688 Penalty: 2021.691772
	Iteration 0F: 3 clusters Score -48125.18 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48361.121094 Penalty: 2021.691772
	Iteration 1F: 3 clusters Score -48361.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48425.039062 Penalty: 2021.691772
	Iteration 2F: 3 clusters Score -48425.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48458.835938 Penalty: 2021.691772
	Iteration 3Q: 3 clusters Score -48458.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48475.406250 Penalty: 2021.691772
	Iteration 4Q: 3 clusters Score -48475.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48488.781250 Penalty: 2021.691772
	Iteration 5Q: 3 clusters Score -48488.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -48497.597656 Penalty: 2021.691772
	Iteration 6Q: 3 clusters Score -48497.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -48501.746094 Penalty: 2021.691772
	Iteration 7Q: 3 clusters Score -48501.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -48505.187500 Penalty: 2021.691772
	Iteration 8Q: 3 clusters Score -48505.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -48509.589844 Penalty: 2021.691772
	Iteration 9Q: 3 clusters Score -48509.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48512.093750 Penalty: 2021.691772
	Iteration 10Q: 3 clusters Score -48512.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48522.007812 Penalty: 2021.691772
	Iteration 11Q: 3 clusters Score -48522.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48542.761719 Penalty: 2021.691772
	Iteration 12Q: 3 clusters Score -48542.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48552.902344 Penalty: 2021.691772
	Iteration 13Q: 3 clusters Score -48552.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48553.902344 Penalty: 2021.691772
	Iteration 14Q: 3 clusters Score -48553.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48553.902344 Penalty: 2021.691772
	Iteration 15F: 3 clusters Score -48553.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -55930.519531 Penalty: 1016.559387
	Iteration 0F: 2 clusters Score -55930.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54840.726562 Penalty: 2033.118774
	Iteration 0F: 3 clusters Score -54840.73 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55048.156250 Penalty: 2033.118774
	Iteration 1F: 3 clusters Score -55048.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -55109.375000 Penalty: 2033.118774
	Iteration 2F: 3 clusters Score -55109.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55133.574219 Penalty: 2033.118774
	Iteration 3Q: 3 clusters Score -55133.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55145.535156 Penalty: 2033.118774
	Iteration 4Q: 3 clusters Score -55145.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55160.296875 Penalty: 2033.118774
	Iteration 5Q: 3 clusters Score -55160.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55171.093750 Penalty: 2033.118774
	Iteration 6Q: 3 clusters Score -55171.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -55177.628906 Penalty: 2033.118774
	Iteration 7Q: 3 clusters Score -55177.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -55180.031250 Penalty: 2033.118774
	Iteration 8Q: 3 clusters Score -55180.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -55180.031250 Penalty: 2033.118774
	Iteration 9F: 3 clusters Score -55180.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (63258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63258 members 
Entering Unmasked Estep 
Score: -8216440.000000 Penalty: 1796.433716
	Iteration 0F: 2 clusters Score -8216440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -8175242.500000 Penalty: 3592.867432
	Iteration 0F: 3 clusters Score -8175242 nChanged 29939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -8191899.500000 Penalty: 3592.867432
	Iteration 1F: 3 clusters Score -8191900 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -8192471.000000 Penalty: 3592.867432
	Iteration 2Q: 3 clusters Score -8192471 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -8193114.000000 Penalty: 3592.867432
	Iteration 3Q: 3 clusters Score -8193114 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -8193993.500000 Penalty: 3592.867432
	Iteration 4Q: 3 clusters Score -8193994 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -8195430.500000 Penalty: 3592.867432
	Iteration 5Q: 3 clusters Score -8195430 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -8197623.000000 Penalty: 3592.867432
	Iteration 6F: 3 clusters Score -8197623 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -8200994.000000 Penalty: 3592.867432
	Iteration 7F: 3 clusters Score -8200994 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -8205356.000000 Penalty: 3592.867432
	Iteration 8F: 3 clusters Score -8205356 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -8209350.000000 Penalty: 3592.867432
	Iteration 9F: 3 clusters Score -8209350 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -8212043.500000 Penalty: 3592.867432
	Iteration 10Q: 3 clusters Score -8212044 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59799 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -8213495.000000 Penalty: 3592.867432
	Iteration 11Q: 3 clusters Score -8213495 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -8214170.500000 Penalty: 3592.867432
	Iteration 12Q: 3 clusters Score -8214170 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61289 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -8214539.500000 Penalty: 3592.867432
	Iteration 13Q: 3 clusters Score -8214540 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61627 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8214750.000000 Penalty: 3592.867432
	Iteration 14Q: 3 clusters Score -8214750 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61819 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8214877.500000 Penalty: 3592.867432
	Iteration 15Q: 3 clusters Score -8214878 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61946 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8214947.000000 Penalty: 3592.867432
	Iteration 16Q: 3 clusters Score -8214947 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62040 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8214980.000000 Penalty: 3592.867432
	Iteration 17Q: 3 clusters Score -8214980 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62092 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8215000.000000 Penalty: 3592.867432
	Iteration 18Q: 3 clusters Score -8215000 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62136 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8215016.500000 Penalty: 3592.867432
	Iteration 19Q: 3 clusters Score -8215016 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62173 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8215019.000000 Penalty: 3592.867432
	Iteration 20F: 3 clusters Score -8215019 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8215025.000000 Penalty: 3592.867432
	Iteration 21Q: 3 clusters Score -8215025 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62241 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8215034.500000 Penalty: 3592.867432
	Iteration 22Q: 3 clusters Score -8215034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62262 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8215057.000000 Penalty: 3592.867432
	Iteration 23Q: 3 clusters Score -8215057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8215056.000000 Penalty: 3592.867432
	Iteration 24Q: 3 clusters Score -8215056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62298 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8215063.000000 Penalty: 3592.867432
	Iteration 25Q: 3 clusters Score -8215063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62306 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8215064.000000 Penalty: 3592.867432
	Iteration 26Q: 3 clusters Score -8215064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62317 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8215066.000000 Penalty: 3592.867432
	Iteration 27Q: 3 clusters Score -8215066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62327 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8215078.000000 Penalty: 3592.867432
	Iteration 28Q: 3 clusters Score -8215078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8215072.000000 Penalty: 3592.867432
	Iteration 29Q: 3 clusters Score -8215072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62343 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8215079.000000 Penalty: 3592.867432
	Iteration 30Q: 3 clusters Score -8215079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62349 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8215080.500000 Penalty: 3592.867432
	Iteration 31Q: 3 clusters Score -8215080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62358 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8215078.500000 Penalty: 3592.867432
	Iteration 32Q: 3 clusters Score -8215078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62361 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8215083.000000 Penalty: 3592.867432
	Iteration 33Q: 3 clusters Score -8215083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62366 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8215077.000000 Penalty: 3592.867432
	Iteration 34Q: 3 clusters Score -8215077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62369 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8215078.000000 Penalty: 3592.867432
	Iteration 35Q: 3 clusters Score -8215078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62368 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8215076.000000 Penalty: 3592.867432
	Iteration 36Q: 3 clusters Score -8215076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62371 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8215073.000000 Penalty: 3592.867432
	Iteration 37Q: 3 clusters Score -8215073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62371 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8215073.000000 Penalty: 3592.867432
	Iteration 38F: 3 clusters Score -8215073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -104460.718750 Penalty: 1092.427368
	Iteration 0F: 2 clusters Score -104460.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -103126.976562 Penalty: 2184.854736
	Iteration 0F: 3 clusters Score -103127 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -103350.039062 Penalty: 2184.854736
	Iteration 1F: 3 clusters Score -103350 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -103409.703125 Penalty: 2184.854736
	Iteration 2F: 3 clusters Score -103409.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -103435.335938 Penalty: 2184.854736
	Iteration 3Q: 3 clusters Score -103435.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -103460.328125 Penalty: 2184.854736
	Iteration 4Q: 3 clusters Score -103460.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -103471.359375 Penalty: 2184.854736
	Iteration 5Q: 3 clusters Score -103471.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -103483.242188 Penalty: 2184.854736
	Iteration 6Q: 3 clusters Score -103483.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -103489.578125 Penalty: 2184.854736
	Iteration 7Q: 3 clusters Score -103489.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -103494.710938 Penalty: 2184.854736
	Iteration 8Q: 3 clusters Score -103494.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -103500.304688 Penalty: 2184.854736
	Iteration 9Q: 3 clusters Score -103500.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -103500.773438 Penalty: 2184.854736
	Iteration 10Q: 3 clusters Score -103500.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -103501.703125 Penalty: 2184.854736
	Iteration 11Q: 3 clusters Score -103501.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -103502.929688 Penalty: 2184.854736
	Iteration 12Q: 3 clusters Score -103502.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -103504.640625 Penalty: 2184.854736
	Iteration 13Q: 3 clusters Score -103504.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -103505.757812 Penalty: 2184.854736
	Iteration 14Q: 3 clusters Score -103505.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -103505.757812 Penalty: 2184.854736
	Iteration 15F: 3 clusters Score -103505.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116771 members 
Mstep: Class 3 contains 15681 members 
Mstep: Class 4 contains 62488 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82558 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63258 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017008.000000 Penalty: 35783.207031
Iteration 159Q: 18 clusters Score -5.401701e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116769 members 
Mstep: Class 3 contains 15682 members 
Mstep: Class 4 contains 62488 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82554 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63263 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017044.000000 Penalty: 35783.207031
Iteration 160F: 18 clusters Score -5.401704e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116771 members 
Mstep: Class 3 contains 15684 members 
Mstep: Class 4 contains 62478 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45262 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82554 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63269 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017060.000000 Penalty: 35783.207031
Iteration 161Q: 18 clusters Score -5.401706e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116772 members 
Mstep: Class 3 contains 15687 members 
Mstep: Class 4 contains 62474 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45264 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10093 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82553 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63269 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017012.000000 Penalty: 35783.207031
Iteration 162Q: 18 clusters Score -5.401701e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116770 members 
Mstep: Class 3 contains 15689 members 
Mstep: Class 4 contains 62472 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45266 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10094 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82553 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63268 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017016.000000 Penalty: 35783.207031
Iteration 163Q: 18 clusters Score -5.401702e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116768 members 
Mstep: Class 3 contains 15693 members 
Mstep: Class 4 contains 62469 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45266 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82549 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63271 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017004.000000 Penalty: 35783.207031
Iteration 164Q: 18 clusters Score -5.4017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116766 members 
Mstep: Class 3 contains 15694 members 
Mstep: Class 4 contains 62468 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45267 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82548 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63273 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017012.000000 Penalty: 35783.207031
Iteration 165Q: 18 clusters Score -5.401701e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116762 members 
Mstep: Class 3 contains 15694 members 
Mstep: Class 4 contains 62472 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45267 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82546 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63275 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017020.000000 Penalty: 35783.207031
Iteration 166Q: 18 clusters Score -5.401702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116765 members 
Mstep: Class 3 contains 15694 members 
Mstep: Class 4 contains 62471 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45269 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82543 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63274 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016996.000000 Penalty: 35783.207031
Iteration 167Q: 18 clusters Score -5.4017e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116766 members 
Mstep: Class 3 contains 15694 members 
Mstep: Class 4 contains 62468 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45270 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82542 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63276 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016988.000000 Penalty: 35783.207031
Iteration 168Q: 18 clusters Score -5.401699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116765 members 
Mstep: Class 3 contains 15694 members 
Mstep: Class 4 contains 62468 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45270 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82541 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63278 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016960.000000 Penalty: 35783.207031
Iteration 169Q: 18 clusters Score -5.401696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116765 members 
Mstep: Class 3 contains 15694 members 
Mstep: Class 4 contains 62466 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45271 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82540 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63280 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016956.000000 Penalty: 35783.207031
Iteration 170Q: 18 clusters Score -5.401696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116764 members 
Mstep: Class 3 contains 15694 members 
Mstep: Class 4 contains 62465 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45273 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82538 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63282 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016972.000000 Penalty: 35783.207031
Iteration 171Q: 18 clusters Score -5.401697e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116765 members 
Mstep: Class 3 contains 15693 members 
Mstep: Class 4 contains 62467 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45274 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82534 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63283 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016976.000000 Penalty: 35783.207031
Iteration 172Q: 18 clusters Score -5.401698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116763 members 
Mstep: Class 3 contains 15693 members 
Mstep: Class 4 contains 62468 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45274 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82534 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63284 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016948.000000 Penalty: 35783.207031
Iteration 173Q: 18 clusters Score -5.401695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116763 members 
Mstep: Class 3 contains 15692 members 
Mstep: Class 4 contains 62468 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45274 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82534 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63285 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016952.000000 Penalty: 35783.207031
Iteration 174Q: 18 clusters Score -5.401695e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116765 members 
Mstep: Class 3 contains 15691 members 
Mstep: Class 4 contains 62468 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45274 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82532 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63286 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016964.000000 Penalty: 35783.207031
Iteration 175Q: 18 clusters Score -5.401696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116764 members 
Mstep: Class 3 contains 15691 members 
Mstep: Class 4 contains 62471 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45274 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82531 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63285 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016964.000000 Penalty: 35783.207031
Iteration 176Q: 18 clusters Score -5.401696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116761 members 
Mstep: Class 3 contains 15691 members 
Mstep: Class 4 contains 62477 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45273 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82529 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63285 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016956.000000 Penalty: 35783.207031
Iteration 177Q: 18 clusters Score -5.401696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116760 members 
Mstep: Class 3 contains 15691 members 
Mstep: Class 4 contains 62476 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45273 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82531 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63285 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016948.000000 Penalty: 35783.207031
Iteration 178Q: 18 clusters Score -5.401695e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116760 members 
Mstep: Class 3 contains 15691 members 
Mstep: Class 4 contains 62474 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45273 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82533 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63285 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016948.000000 Penalty: 35783.207031
Iteration 179Q: 18 clusters Score -5.401695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116760 members 
Mstep: Class 3 contains 15691 members 
Mstep: Class 4 contains 62473 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45273 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82533 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63286 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016952.000000 Penalty: 35783.207031
Iteration 180F: 18 clusters Score -5.401695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116760 members 
Mstep: Class 3 contains 15691 members 
Mstep: Class 4 contains 62473 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45274 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82533 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63285 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016952.000000 Penalty: 35783.207031
Iteration 181Q: 18 clusters Score -5.401695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116760 members 
Mstep: Class 3 contains 15691 members 
Mstep: Class 4 contains 62473 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45274 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82533 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 17 contains 63285 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016952.000000 Penalty: 35783.207031
Iteration 182F: 18 clusters Score -5.401695e+07 nChanged 0
Entering ConstructFrom: 
Score: -54016952.000000 Penalty: 35783.207031
Entering ConstructFrom: 
Trying to split cluster 1 (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: -55682.207031 Penalty: 1010.522522
	Iteration 0F: 2 clusters Score -55682.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54631.964844 Penalty: 2021.045044
	Iteration 0F: 3 clusters Score -54631.96 nChanged 135
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: -54894.246094 Penalty: 2021.045044
	Iteration 1F: 3 clusters Score -54894.25 nChanged 60
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: -55055.769531 Penalty: 2021.045044
	Iteration 2F: 3 clusters Score -55055.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -55156.714844 Penalty: 2021.045044
	Iteration 3F: 3 clusters Score -55156.71 nChanged 17
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: -55204.121094 Penalty: 2021.045044
	Iteration 4Q: 3 clusters Score -55204.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -55220.078125 Penalty: 2021.045044
	Iteration 5Q: 3 clusters Score -55220.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -55225.101562 Penalty: 2021.045044
	Iteration 6Q: 3 clusters Score -55225.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -55227.519531 Penalty: 2021.045044
	Iteration 7Q: 3 clusters Score -55227.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -55227.519531 Penalty: 2021.045044
	Iteration 8F: 3 clusters Score -55227.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (116760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116760 members 
Entering Unmasked Estep 
Score: -15072266.000000 Penalty: 1896.029907
	Iteration 0F: 2 clusters Score -1.507227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58299 members 
Mstep: Class 2 contains 58461 members 
Entering Unmasked Estep 
Score: -15001289.000000 Penalty: 3792.059814
	Iteration 0F: 3 clusters Score -1.500129e+07 nChanged 55996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 60261 members 
Entering Unmasked Estep 
Score: -15033524.000000 Penalty: 3792.059814
	Iteration 1F: 3 clusters Score -1.503352e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 61604 members 
Entering Unmasked Estep 
Score: -15034424.000000 Penalty: 3792.059814
	Iteration 2Q: 3 clusters Score -1.503442e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
Score: -15035543.000000 Penalty: 3792.059814
	Iteration 3Q: 3 clusters Score -1.503554e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 66785 members 
Entering Unmasked Estep 
Score: -15037580.000000 Penalty: 3792.059814
	Iteration 4Q: 3 clusters Score -1.503758e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 70951 members 
Entering Unmasked Estep 
Score: -15040859.000000 Penalty: 3792.059814
	Iteration 5F: 3 clusters Score -1.504086e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 75777 members 
Entering Unmasked Estep 
Score: -15045334.000000 Penalty: 3792.059814
	Iteration 6F: 3 clusters Score -1.504533e+07 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 80407 members 
Entering Unmasked Estep 
Score: -15051061.000000 Penalty: 3792.059814
	Iteration 7F: 3 clusters Score -1.505106e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 83823 members 
Entering Unmasked Estep 
Score: -15055979.000000 Penalty: 3792.059814
	Iteration 8F: 3 clusters Score -1.505598e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 85338 members 
Entering Unmasked Estep 
Score: -15058618.000000 Penalty: 3792.059814
	Iteration 9Q: 3 clusters Score -1.505862e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 86083 members 
Entering Unmasked Estep 
Score: -15059343.000000 Penalty: 3792.059814
	Iteration 10Q: 3 clusters Score -1.505934e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 86615 members 
Entering Unmasked Estep 
Score: -15059657.000000 Penalty: 3792.059814
	Iteration 11Q: 3 clusters Score -1.505966e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 87095 members 
Entering Unmasked Estep 
Score: -15059864.000000 Penalty: 3792.059814
	Iteration 12Q: 3 clusters Score -1.505986e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 87549 members 
Entering Unmasked Estep 
Score: -15060039.000000 Penalty: 3792.059814
	Iteration 13Q: 3 clusters Score -1.506004e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 88047 members 
Entering Unmasked Estep 
Score: -15060136.000000 Penalty: 3792.059814
	Iteration 14Q: 3 clusters Score -1.506014e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 88586 members 
Entering Unmasked Estep 
Score: -15060260.000000 Penalty: 3792.059814
	Iteration 15Q: 3 clusters Score -1.506026e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 89119 members 
Entering Unmasked Estep 
Score: -15060516.000000 Penalty: 3792.059814
	Iteration 16Q: 3 clusters Score -1.506052e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 89691 members 
Entering Unmasked Estep 
Score: -15060718.000000 Penalty: 3792.059814
	Iteration 17Q: 3 clusters Score -1.506072e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 90257 members 
Entering Unmasked Estep 
Score: -15060979.000000 Penalty: 3792.059814
	Iteration 18Q: 3 clusters Score -1.506098e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 90810 members 
Entering Unmasked Estep 
Score: -15061143.000000 Penalty: 3792.059814
	Iteration 19Q: 3 clusters Score -1.506114e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 91347 members 
Entering Unmasked Estep 
Score: -15061402.000000 Penalty: 3792.059814
	Iteration 20F: 3 clusters Score -1.50614e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 91863 members 
Entering Unmasked Estep 
Score: -15061630.000000 Penalty: 3792.059814
	Iteration 21Q: 3 clusters Score -1.506163e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 92449 members 
Entering Unmasked Estep 
Score: -15062334.000000 Penalty: 3792.059814
	Iteration 22Q: 3 clusters Score -1.506233e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 93146 members 
Entering Unmasked Estep 
Score: -15063060.000000 Penalty: 3792.059814
	Iteration 23Q: 3 clusters Score -1.506306e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 94008 members 
Entering Unmasked Estep 
Score: -15063894.000000 Penalty: 3792.059814
	Iteration 24Q: 3 clusters Score -1.506389e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 95046 members 
Entering Unmasked Estep 
Score: -15064907.000000 Penalty: 3792.059814
	Iteration 25Q: 3 clusters Score -1.506491e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 96291 members 
Entering Unmasked Estep 
Score: -15066192.000000 Penalty: 3792.059814
	Iteration 26Q: 3 clusters Score -1.506619e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 97721 members 
Entering Unmasked Estep 
Score: -15067415.000000 Penalty: 3792.059814
	Iteration 27Q: 3 clusters Score -1.506742e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 99403 members 
Entering Unmasked Estep 
Score: -15068827.000000 Penalty: 3792.059814
	Iteration 28Q: 3 clusters Score -1.506883e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 101390 members 
Entering Unmasked Estep 
Score: -15070289.000000 Penalty: 3792.059814
	Iteration 29Q: 3 clusters Score -1.507029e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 103580 members 
Entering Unmasked Estep 
Score: -15071596.000000 Penalty: 3792.059814
	Iteration 30Q: 3 clusters Score -1.50716e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 105969 members 
Entering Unmasked Estep 
Score: -15072624.000000 Penalty: 3792.059814
	Iteration 31Q: 3 clusters Score -1.507262e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 108192 members 
Entering Unmasked Estep 
Score: -15073101.000000 Penalty: 3792.059814
	Iteration 32Q: 3 clusters Score -1.50731e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 110170 members 
Entering Unmasked Estep 
Score: -15073207.000000 Penalty: 3792.059814
	Iteration 33Q: 3 clusters Score -1.507321e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 111863 members 
Entering Unmasked Estep 
Score: -15073164.000000 Penalty: 3792.059814
	Iteration 34Q: 3 clusters Score -1.507316e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 113101 members 
Entering Unmasked Estep 
Score: -15072842.000000 Penalty: 3792.059814
	Iteration 35Q: 3 clusters Score -1.507284e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 113978 members 
Entering Unmasked Estep 
Score: -15072462.000000 Penalty: 3792.059814
	Iteration 36Q: 3 clusters Score -1.507246e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 114610 members 
Entering Unmasked Estep 
Score: -15072106.000000 Penalty: 3792.059814
	Iteration 37Q: 3 clusters Score -1.507211e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 115059 members 
Entering Unmasked Estep 
Score: -15071823.000000 Penalty: 3792.059814
	Iteration 38Q: 3 clusters Score -1.507182e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 115362 members 
Entering Unmasked Estep 
Score: -15071621.000000 Penalty: 3792.059814
	Iteration 39Q: 3 clusters Score -1.507162e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 115579 members 
Entering Unmasked Estep 
Score: -15071561.000000 Penalty: 3792.059814
	Iteration 40F: 3 clusters Score -1.507156e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 115799 members 
Entering Unmasked Estep 
Score: -15071467.000000 Penalty: 3792.059814
	Iteration 41Q: 3 clusters Score -1.507147e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 115969 members 
Entering Unmasked Estep 
Score: -15071305.000000 Penalty: 3792.059814
	Iteration 42Q: 3 clusters Score -1.50713e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 116083 members 
Entering Unmasked Estep 
Score: -15071238.000000 Penalty: 3792.059814
	Iteration 43Q: 3 clusters Score -1.507124e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 116172 members 
Entering Unmasked Estep 
Score: -15071156.000000 Penalty: 3792.059814
	Iteration 44Q: 3 clusters Score -1.507116e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 116222 members 
Entering Unmasked Estep 
Score: -15071117.000000 Penalty: 3792.059814
	Iteration 45Q: 3 clusters Score -1.507112e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 116261 members 
Entering Unmasked Estep 
Score: -15071062.000000 Penalty: 3792.059814
	Iteration 46Q: 3 clusters Score -1.507106e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 116285 members 
Entering Unmasked Estep 
Score: -15071054.000000 Penalty: 3792.059814
	Iteration 47Q: 3 clusters Score -1.507105e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 116311 members 
Entering Unmasked Estep 
Score: -15071049.000000 Penalty: 3792.059814
	Iteration 48Q: 3 clusters Score -1.507105e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 116334 members 
Entering Unmasked Estep 
Score: -15071022.000000 Penalty: 3792.059814
	Iteration 49Q: 3 clusters Score -1.507102e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 116357 members 
Entering Unmasked Estep 
Score: -15071028.000000 Penalty: 3792.059814
	Iteration 50Q: 3 clusters Score -1.507103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 116372 members 
Entering Unmasked Estep 
Score: -15070990.000000 Penalty: 3792.059814
	Iteration 51Q: 3 clusters Score -1.507099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 116378 members 
Entering Unmasked Estep 
Score: -15070990.000000 Penalty: 3792.059814
	Iteration 52Q: 3 clusters Score -1.507099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 116386 members 
Entering Unmasked Estep 
Score: -15070968.000000 Penalty: 3792.059814
	Iteration 53Q: 3 clusters Score -1.507097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 116391 members 
Entering Unmasked Estep 
Score: -15070974.000000 Penalty: 3792.059814
	Iteration 54Q: 3 clusters Score -1.507097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 116394 members 
Entering Unmasked Estep 
Score: -15070980.000000 Penalty: 3792.059814
	Iteration 55Q: 3 clusters Score -1.507098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 116395 members 
Entering Unmasked Estep 
Score: -15070981.000000 Penalty: 3792.059814
	Iteration 56Q: 3 clusters Score -1.507098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 116395 members 
Entering Unmasked Estep 
Score: -15070981.000000 Penalty: 3792.059814
	Iteration 57F: 3 clusters Score -1.507098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Entering Unmasked Estep 
Score: -2059050.500000 Penalty: 1569.886963
	Iteration 0F: 2 clusters Score -2059050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2048097.625000 Penalty: 3139.773926
	Iteration 0F: 3 clusters Score -2048098 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2051969.500000 Penalty: 3139.773926
	Iteration 1F: 3 clusters Score -2051970 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2052272.375000 Penalty: 3139.773926
	Iteration 2F: 3 clusters Score -2052272 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2052551.875000 Penalty: 3139.773926
	Iteration 3Q: 3 clusters Score -2052552 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2052899.625000 Penalty: 3139.773926
	Iteration 4Q: 3 clusters Score -2052900 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2053359.750000 Penalty: 3139.773926
	Iteration 5F: 3 clusters Score -2053360 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2053982.750000 Penalty: 3139.773926
	Iteration 6F: 3 clusters Score -2053983 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2054670.875000 Penalty: 3139.773926
	Iteration 7F: 3 clusters Score -2054671 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2055396.375000 Penalty: 3139.773926
	Iteration 8F: 3 clusters Score -2055396 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2056139.375000 Penalty: 3139.773926
	Iteration 9F: 3 clusters Score -2056139 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2056715.750000 Penalty: 3139.773926
	Iteration 10Q: 3 clusters Score -2056716 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2057106.000000 Penalty: 3139.773926
	Iteration 11Q: 3 clusters Score -2057106 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2057333.250000 Penalty: 3139.773926
	Iteration 12Q: 3 clusters Score -2057333 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2057454.750000 Penalty: 3139.773926
	Iteration 13Q: 3 clusters Score -2057455 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2057541.375000 Penalty: 3139.773926
	Iteration 14Q: 3 clusters Score -2057541 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2057584.250000 Penalty: 3139.773926
	Iteration 15Q: 3 clusters Score -2057584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -2057603.125000 Penalty: 3139.773926
	Iteration 16Q: 3 clusters Score -2057603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2057616.250000 Penalty: 3139.773926
	Iteration 17Q: 3 clusters Score -2057616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2057626.750000 Penalty: 3139.773926
	Iteration 18Q: 3 clusters Score -2057627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2057638.375000 Penalty: 3139.773926
	Iteration 19Q: 3 clusters Score -2057638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2057646.875000 Penalty: 3139.773926
	Iteration 20F: 3 clusters Score -2057647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2057649.500000 Penalty: 3139.773926
	Iteration 21Q: 3 clusters Score -2057650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2057651.750000 Penalty: 3139.773926
	Iteration 22Q: 3 clusters Score -2057652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2057654.375000 Penalty: 3139.773926
	Iteration 23Q: 3 clusters Score -2057654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2057659.250000 Penalty: 3139.773926
	Iteration 24Q: 3 clusters Score -2057659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2057663.375000 Penalty: 3139.773926
	Iteration 25Q: 3 clusters Score -2057663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2057663.125000 Penalty: 3139.773926
	Iteration 26Q: 3 clusters Score -2057663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2057666.500000 Penalty: 3139.773926
	Iteration 27Q: 3 clusters Score -2057666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2057668.250000 Penalty: 3139.773926
	Iteration 28Q: 3 clusters Score -2057668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2057679.125000 Penalty: 3139.773926
	Iteration 29Q: 3 clusters Score -2057679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2057684.125000 Penalty: 3139.773926
	Iteration 30Q: 3 clusters Score -2057684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2057691.375000 Penalty: 3139.773926
	Iteration 31Q: 3 clusters Score -2057691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2057695.125000 Penalty: 3139.773926
	Iteration 32Q: 3 clusters Score -2057695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -2057695.375000 Penalty: 3139.773926
	Iteration 33Q: 3 clusters Score -2057695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2057696.375000 Penalty: 3139.773926
	Iteration 34Q: 3 clusters Score -2057696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2057698.875000 Penalty: 3139.773926
	Iteration 35Q: 3 clusters Score -2057699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -2057698.875000 Penalty: 3139.773926
	Iteration 36F: 3 clusters Score -2057699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (62473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62473 members 
Entering Unmasked Estep 
Score: -8244340.500000 Penalty: 1794.404663
	Iteration 0F: 2 clusters Score -8244340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -8211110.500000 Penalty: 3588.809326
	Iteration 0F: 3 clusters Score -8211110 nChanged 29742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -8228230.500000 Penalty: 3588.809326
	Iteration 1F: 3 clusters Score -8228230 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -8229164.000000 Penalty: 3588.809326
	Iteration 2Q: 3 clusters Score -8229164 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -8230375.000000 Penalty: 3588.809326
	Iteration 3Q: 3 clusters Score -8230375 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -8232186.500000 Penalty: 3588.809326
	Iteration 4F: 3 clusters Score -8232186 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -8234927.000000 Penalty: 3588.809326
	Iteration 5F: 3 clusters Score -8234927 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -8238039.500000 Penalty: 3588.809326
	Iteration 6F: 3 clusters Score -8238040 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -8240110.500000 Penalty: 3588.809326
	Iteration 7F: 3 clusters Score -8240110 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57479 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -8241501.000000 Penalty: 3588.809326
	Iteration 8F: 3 clusters Score -8241501 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59760 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -8242305.500000 Penalty: 3588.809326
	Iteration 9Q: 3 clusters Score -8242306 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60740 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -8242545.000000 Penalty: 3588.809326
	Iteration 10Q: 3 clusters Score -8242545 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61156 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8242760.000000 Penalty: 3588.809326
	Iteration 11Q: 3 clusters Score -8242760 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61373 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8242911.500000 Penalty: 3588.809326
	Iteration 12Q: 3 clusters Score -8242912 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61475 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8242992.500000 Penalty: 3588.809326
	Iteration 13Q: 3 clusters Score -8242992 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61533 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8243073.500000 Penalty: 3588.809326
	Iteration 14Q: 3 clusters Score -8243074 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8243075.000000 Penalty: 3588.809326
	Iteration 15Q: 3 clusters Score -8243075 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8243103.500000 Penalty: 3588.809326
	Iteration 16Q: 3 clusters Score -8243104 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61676 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8243148.500000 Penalty: 3588.809326
	Iteration 17Q: 3 clusters Score -8243148 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61705 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8243162.000000 Penalty: 3588.809326
	Iteration 18Q: 3 clusters Score -8243162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8243147.000000 Penalty: 3588.809326
	Iteration 19Q: 3 clusters Score -8243147 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61748 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8243160.500000 Penalty: 3588.809326
	Iteration 20F: 3 clusters Score -8243160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61767 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8243164.000000 Penalty: 3588.809326
	Iteration 21Q: 3 clusters Score -8243164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61776 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8243168.000000 Penalty: 3588.809326
	Iteration 22Q: 3 clusters Score -8243168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61790 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8243175.500000 Penalty: 3588.809326
	Iteration 23Q: 3 clusters Score -8243176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61804 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8243192.500000 Penalty: 3588.809326
	Iteration 24Q: 3 clusters Score -8243192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61812 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8243189.500000 Penalty: 3588.809326
	Iteration 25Q: 3 clusters Score -8243190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61814 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8243192.000000 Penalty: 3588.809326
	Iteration 26Q: 3 clusters Score -8243192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61815 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8243190.000000 Penalty: 3588.809326
	Iteration 27Q: 3 clusters Score -8243190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61816 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8243195.000000 Penalty: 3588.809326
	Iteration 28Q: 3 clusters Score -8243195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61814 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8243192.500000 Penalty: 3588.809326
	Iteration 29Q: 3 clusters Score -8243192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61815 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8243194.500000 Penalty: 3588.809326
	Iteration 30Q: 3 clusters Score -8243194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61814 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8243190.500000 Penalty: 3588.809326
	Iteration 31Q: 3 clusters Score -8243190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61815 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8243195.500000 Penalty: 3588.809326
	Iteration 32Q: 3 clusters Score -8243196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61815 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8243195.500000 Penalty: 3588.809326
	Iteration 33F: 3 clusters Score -8243196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Entering Unmasked Estep 
Score: -1459895.625000 Penalty: 1515.603149
	Iteration 0F: 2 clusters Score -1459896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1451934.625000 Penalty: 3031.206299
	Iteration 0F: 3 clusters Score -1451935 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1454513.500000 Penalty: 3031.206299
	Iteration 1F: 3 clusters Score -1454514 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1454747.250000 Penalty: 3031.206299
	Iteration 2F: 3 clusters Score -1454747 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1454938.375000 Penalty: 3031.206299
	Iteration 3Q: 3 clusters Score -1454938 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1455117.625000 Penalty: 3031.206299
	Iteration 4Q: 3 clusters Score -1455118 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1455282.375000 Penalty: 3031.206299
	Iteration 5Q: 3 clusters Score -1455282 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1455450.375000 Penalty: 3031.206299
	Iteration 6Q: 3 clusters Score -1455450 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1455618.250000 Penalty: 3031.206299
	Iteration 7Q: 3 clusters Score -1455618 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1455791.750000 Penalty: 3031.206299
	Iteration 8Q: 3 clusters Score -1455792 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1455969.375000 Penalty: 3031.206299
	Iteration 9Q: 3 clusters Score -1455969 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1456172.500000 Penalty: 3031.206299
	Iteration 10Q: 3 clusters Score -1456172 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1456397.625000 Penalty: 3031.206299
	Iteration 11Q: 3 clusters Score -1456398 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1456611.000000 Penalty: 3031.206299
	Iteration 12Q: 3 clusters Score -1456611 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1456839.750000 Penalty: 3031.206299
	Iteration 13Q: 3 clusters Score -1456840 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1457035.625000 Penalty: 3031.206299
	Iteration 14Q: 3 clusters Score -1457036 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1457210.625000 Penalty: 3031.206299
	Iteration 15Q: 3 clusters Score -1457211 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1457352.625000 Penalty: 3031.206299
	Iteration 16Q: 3 clusters Score -1457353 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1457476.125000 Penalty: 3031.206299
	Iteration 17Q: 3 clusters Score -1457476 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1457562.375000 Penalty: 3031.206299
	Iteration 18Q: 3 clusters Score -1457562 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1457642.000000 Penalty: 3031.206299
	Iteration 19Q: 3 clusters Score -1457642 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1457709.625000 Penalty: 3031.206299
	Iteration 20F: 3 clusters Score -1457710 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1457764.125000 Penalty: 3031.206299
	Iteration 21Q: 3 clusters Score -1457764 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1457807.375000 Penalty: 3031.206299
	Iteration 22Q: 3 clusters Score -1457807 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1457847.875000 Penalty: 3031.206299
	Iteration 23Q: 3 clusters Score -1457848 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1457889.375000 Penalty: 3031.206299
	Iteration 24Q: 3 clusters Score -1457889 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1457929.625000 Penalty: 3031.206299
	Iteration 25Q: 3 clusters Score -1457930 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1457977.125000 Penalty: 3031.206299
	Iteration 26Q: 3 clusters Score -1457977 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1458007.875000 Penalty: 3031.206299
	Iteration 27Q: 3 clusters Score -1458008 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1458032.875000 Penalty: 3031.206299
	Iteration 28Q: 3 clusters Score -1458033 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1458051.125000 Penalty: 3031.206299
	Iteration 29Q: 3 clusters Score -1458051 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1458068.125000 Penalty: 3031.206299
	Iteration 30Q: 3 clusters Score -1458068 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1458084.875000 Penalty: 3031.206299
	Iteration 31Q: 3 clusters Score -1458085 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1458102.125000 Penalty: 3031.206299
	Iteration 32Q: 3 clusters Score -1458102 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1458115.000000 Penalty: 3031.206299
	Iteration 33Q: 3 clusters Score -1458115 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1458126.000000 Penalty: 3031.206299
	Iteration 34Q: 3 clusters Score -1458126 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1458146.500000 Penalty: 3031.206299
	Iteration 35Q: 3 clusters Score -1458146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1458165.250000 Penalty: 3031.206299
	Iteration 36Q: 3 clusters Score -1458165 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1458178.750000 Penalty: 3031.206299
	Iteration 37Q: 3 clusters Score -1458179 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1458192.500000 Penalty: 3031.206299
	Iteration 38Q: 3 clusters Score -1458192 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1458207.250000 Penalty: 3031.206299
	Iteration 39Q: 3 clusters Score -1458207 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1458225.000000 Penalty: 3031.206299
	Iteration 40F: 3 clusters Score -1458225 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1458246.000000 Penalty: 3031.206299
	Iteration 41Q: 3 clusters Score -1458246 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1458275.875000 Penalty: 3031.206299
	Iteration 42Q: 3 clusters Score -1458276 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1458290.500000 Penalty: 3031.206299
	Iteration 43Q: 3 clusters Score -1458290 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1458305.125000 Penalty: 3031.206299
	Iteration 44Q: 3 clusters Score -1458305 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1458313.375000 Penalty: 3031.206299
	Iteration 45Q: 3 clusters Score -1458313 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1458324.000000 Penalty: 3031.206299
	Iteration 46Q: 3 clusters Score -1458324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1458331.750000 Penalty: 3031.206299
	Iteration 47Q: 3 clusters Score -1458332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1458343.375000 Penalty: 3031.206299
	Iteration 48Q: 3 clusters Score -1458343 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1458351.625000 Penalty: 3031.206299
	Iteration 49Q: 3 clusters Score -1458352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1458359.625000 Penalty: 3031.206299
	Iteration 50Q: 3 clusters Score -1458360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1458363.250000 Penalty: 3031.206299
	Iteration 51Q: 3 clusters Score -1458363 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1458366.625000 Penalty: 3031.206299
	Iteration 52Q: 3 clusters Score -1458367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1458371.375000 Penalty: 3031.206299
	Iteration 53Q: 3 clusters Score -1458371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1458376.000000 Penalty: 3031.206299
	Iteration 54Q: 3 clusters Score -1458376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1458379.500000 Penalty: 3031.206299
	Iteration 55Q: 3 clusters Score -1458380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1458383.875000 Penalty: 3031.206299
	Iteration 56Q: 3 clusters Score -1458384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1458386.750000 Penalty: 3031.206299
	Iteration 57Q: 3 clusters Score -1458387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1458388.000000 Penalty: 3031.206299
	Iteration 58Q: 3 clusters Score -1458388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1458388.125000 Penalty: 3031.206299
	Iteration 59Q: 3 clusters Score -1458388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1458390.375000 Penalty: 3031.206299
	Iteration 60F: 3 clusters Score -1458390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1458389.875000 Penalty: 3031.206299
	Iteration 61Q: 3 clusters Score -1458390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1458391.500000 Penalty: 3031.206299
	Iteration 62Q: 3 clusters Score -1458392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1458390.625000 Penalty: 3031.206299
	Iteration 63Q: 3 clusters Score -1458391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1458391.625000 Penalty: 3031.206299
	Iteration 64Q: 3 clusters Score -1458392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1458392.000000 Penalty: 3031.206299
	Iteration 65Q: 3 clusters Score -1458392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1458394.375000 Penalty: 3031.206299
	Iteration 66Q: 3 clusters Score -1458394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1458395.250000 Penalty: 3031.206299
	Iteration 67Q: 3 clusters Score -1458395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1458395.875000 Penalty: 3031.206299
	Iteration 68Q: 3 clusters Score -1458396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1458396.875000 Penalty: 3031.206299
	Iteration 69Q: 3 clusters Score -1458397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1458399.125000 Penalty: 3031.206299
	Iteration 70Q: 3 clusters Score -1458399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1458401.250000 Penalty: 3031.206299
	Iteration 71Q: 3 clusters Score -1458401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1458398.625000 Penalty: 3031.206299
	Iteration 72Q: 3 clusters Score -1458399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1458397.625000 Penalty: 3031.206299
	Iteration 73Q: 3 clusters Score -1458398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1458399.250000 Penalty: 3031.206299
	Iteration 74Q: 3 clusters Score -1458399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1458397.125000 Penalty: 3031.206299
	Iteration 75Q: 3 clusters Score -1458397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1458397.125000 Penalty: 3031.206299
	Iteration 76F: 3 clusters Score -1458397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -14778.530273 Penalty: 942.352600
	Iteration 0F: 2 clusters Score -14778.53 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 160 members 
Entering Unmasked Estep 
Score: -14038.598633 Penalty: 1884.705200
	Iteration 0F: 3 clusters Score -14038.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -14345.012695 Penalty: 1884.705200
	Iteration 1F: 3 clusters Score -14345.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14522.988281 Penalty: 1884.705200
	Iteration 2F: 3 clusters Score -14522.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14607.353516 Penalty: 1884.705200
	Iteration 3F: 3 clusters Score -14607.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14852.653320 Penalty: 1884.705200
	Iteration 4F: 3 clusters Score -14852.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14893.264648 Penalty: 1884.705200
	Iteration 5F: 3 clusters Score -14893.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14901.056641 Penalty: 1884.705200
	Iteration 6Q: 3 clusters Score -14901.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14901.056641 Penalty: 1884.705200
	Iteration 7F: 3 clusters Score -14901.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116760 members 
Mstep: Class 3 contains 15691 members 
Mstep: Class 4 contains 62473 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 211 members 
Mstep: Class 7 contains 45274 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82533 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 16 contains 119 members 
Mstep: Class 17 contains 63285 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
Score: -54015924.000000 Penalty: 37888.101562
Splitting cluster 6 changes total score from -54016952.000000 to -54015924.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (45274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Entering Unmasked Estep 
Score: -5894130.000000 Penalty: 1742.079346
	Iteration 0F: 2 clusters Score -5894130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -5863658.500000 Penalty: 3484.158691
	Iteration 0F: 3 clusters Score -5863658 nChanged 21263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -5875772.000000 Penalty: 3484.158691
	Iteration 1F: 3 clusters Score -5875772 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -5876453.500000 Penalty: 3484.158691
	Iteration 2Q: 3 clusters Score -5876454 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -5877498.500000 Penalty: 3484.158691
	Iteration 3Q: 3 clusters Score -5877498 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -5879181.500000 Penalty: 3484.158691
	Iteration 4F: 3 clusters Score -5879182 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -5881822.500000 Penalty: 3484.158691
	Iteration 5F: 3 clusters Score -5881822 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -5885012.000000 Penalty: 3484.158691
	Iteration 6F: 3 clusters Score -5885012 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -5888142.000000 Penalty: 3484.158691
	Iteration 7F: 3 clusters Score -5888142 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -5890475.500000 Penalty: 3484.158691
	Iteration 8F: 3 clusters Score -5890476 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5891685.000000 Penalty: 3484.158691
	Iteration 9Q: 3 clusters Score -5891685 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5892232.000000 Penalty: 3484.158691
	Iteration 10Q: 3 clusters Score -5892232 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5892460.000000 Penalty: 3484.158691
	Iteration 11Q: 3 clusters Score -5892460 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5892564.000000 Penalty: 3484.158691
	Iteration 12Q: 3 clusters Score -5892564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5892610.000000 Penalty: 3484.158691
	Iteration 13Q: 3 clusters Score -5892610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5892645.000000 Penalty: 3484.158691
	Iteration 14Q: 3 clusters Score -5892645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5892644.000000 Penalty: 3484.158691
	Iteration 15Q: 3 clusters Score -5892644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5892662.500000 Penalty: 3484.158691
	Iteration 16Q: 3 clusters Score -5892662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5892680.000000 Penalty: 3484.158691
	Iteration 17Q: 3 clusters Score -5892680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5892688.000000 Penalty: 3484.158691
	Iteration 18Q: 3 clusters Score -5892688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5892687.500000 Penalty: 3484.158691
	Iteration 19Q: 3 clusters Score -5892688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5892690.500000 Penalty: 3484.158691
	Iteration 20F: 3 clusters Score -5892690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5892693.000000 Penalty: 3484.158691
	Iteration 21Q: 3 clusters Score -5892693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5892696.500000 Penalty: 3484.158691
	Iteration 22Q: 3 clusters Score -5892696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5892701.000000 Penalty: 3484.158691
	Iteration 23Q: 3 clusters Score -5892701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5892706.000000 Penalty: 3484.158691
	Iteration 24Q: 3 clusters Score -5892706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5892704.500000 Penalty: 3484.158691
	Iteration 25Q: 3 clusters Score -5892704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5892703.000000 Penalty: 3484.158691
	Iteration 26Q: 3 clusters Score -5892703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5892703.000000 Penalty: 3484.158691
	Iteration 27F: 3 clusters Score -5892703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -105015.007812 Penalty: 1090.063721
	Iteration 0F: 2 clusters Score -105015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -103709.773438 Penalty: 2180.127441
	Iteration 0F: 3 clusters Score -103709.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -103959.000000 Penalty: 2180.127441
	Iteration 1F: 3 clusters Score -103959 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -104051.148438 Penalty: 2180.127441
	Iteration 2F: 3 clusters Score -104051.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -104103.867188 Penalty: 2180.127441
	Iteration 3Q: 3 clusters Score -104103.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -104150.648438 Penalty: 2180.127441
	Iteration 4Q: 3 clusters Score -104150.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -104193.546875 Penalty: 2180.127441
	Iteration 5Q: 3 clusters Score -104193.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -104238.117188 Penalty: 2180.127441
	Iteration 6Q: 3 clusters Score -104238.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -104256.210938 Penalty: 2180.127441
	Iteration 7Q: 3 clusters Score -104256.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -104291.140625 Penalty: 2180.127441
	Iteration 8Q: 3 clusters Score -104291.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -104335.046875 Penalty: 2180.127441
	Iteration 9Q: 3 clusters Score -104335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -104365.875000 Penalty: 2180.127441
	Iteration 10Q: 3 clusters Score -104365.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -104382.570312 Penalty: 2180.127441
	Iteration 11Q: 3 clusters Score -104382.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -104391.179688 Penalty: 2180.127441
	Iteration 12Q: 3 clusters Score -104391.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -104395.679688 Penalty: 2180.127441
	Iteration 13Q: 3 clusters Score -104395.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -104402.242188 Penalty: 2180.127441
	Iteration 14Q: 3 clusters Score -104402.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -104408.515625 Penalty: 2180.127441
	Iteration 15Q: 3 clusters Score -104408.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -104410.726562 Penalty: 2180.127441
	Iteration 16Q: 3 clusters Score -104410.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -104410.726562 Penalty: 2180.127441
	Iteration 17F: 3 clusters Score -104410.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Entering Unmasked Estep 
Score: -1323283.625000 Penalty: 1498.232788
	Iteration 0F: 2 clusters Score -1323284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1316062.125000 Penalty: 2996.465576
	Iteration 0F: 3 clusters Score -1316062 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1318364.750000 Penalty: 2996.465576
	Iteration 1F: 3 clusters Score -1318365 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1318655.625000 Penalty: 2996.465576
	Iteration 2F: 3 clusters Score -1318656 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1318882.250000 Penalty: 2996.465576
	Iteration 3Q: 3 clusters Score -1318882 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1319079.250000 Penalty: 2996.465576
	Iteration 4Q: 3 clusters Score -1319079 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1319260.625000 Penalty: 2996.465576
	Iteration 5Q: 3 clusters Score -1319261 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1319444.250000 Penalty: 2996.465576
	Iteration 6Q: 3 clusters Score -1319444 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1319652.750000 Penalty: 2996.465576
	Iteration 7Q: 3 clusters Score -1319653 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1319911.875000 Penalty: 2996.465576
	Iteration 8Q: 3 clusters Score -1319912 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1320191.250000 Penalty: 2996.465576
	Iteration 9Q: 3 clusters Score -1320191 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1320454.000000 Penalty: 2996.465576
	Iteration 10Q: 3 clusters Score -1320454 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1320710.875000 Penalty: 2996.465576
	Iteration 11Q: 3 clusters Score -1320711 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1320944.375000 Penalty: 2996.465576
	Iteration 12Q: 3 clusters Score -1320944 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1321153.875000 Penalty: 2996.465576
	Iteration 13Q: 3 clusters Score -1321154 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1321330.375000 Penalty: 2996.465576
	Iteration 14Q: 3 clusters Score -1321330 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1321475.625000 Penalty: 2996.465576
	Iteration 15Q: 3 clusters Score -1321476 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1321615.250000 Penalty: 2996.465576
	Iteration 16Q: 3 clusters Score -1321615 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1321709.500000 Penalty: 2996.465576
	Iteration 17Q: 3 clusters Score -1321710 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1321765.125000 Penalty: 2996.465576
	Iteration 18Q: 3 clusters Score -1321765 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1321809.375000 Penalty: 2996.465576
	Iteration 19Q: 3 clusters Score -1321809 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1321849.500000 Penalty: 2996.465576
	Iteration 20F: 3 clusters Score -1321850 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1321869.875000 Penalty: 2996.465576
	Iteration 21Q: 3 clusters Score -1321870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1321883.500000 Penalty: 2996.465576
	Iteration 22Q: 3 clusters Score -1321884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1321890.250000 Penalty: 2996.465576
	Iteration 23Q: 3 clusters Score -1321890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1321900.250000 Penalty: 2996.465576
	Iteration 24Q: 3 clusters Score -1321900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1321908.500000 Penalty: 2996.465576
	Iteration 25Q: 3 clusters Score -1321908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1321914.375000 Penalty: 2996.465576
	Iteration 26Q: 3 clusters Score -1321914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1321915.875000 Penalty: 2996.465576
	Iteration 27Q: 3 clusters Score -1321916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1321917.750000 Penalty: 2996.465576
	Iteration 28Q: 3 clusters Score -1321918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1321918.375000 Penalty: 2996.465576
	Iteration 29Q: 3 clusters Score -1321918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1321925.625000 Penalty: 2996.465576
	Iteration 30Q: 3 clusters Score -1321926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1321926.625000 Penalty: 2996.465576
	Iteration 31Q: 3 clusters Score -1321927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1321929.000000 Penalty: 2996.465576
	Iteration 32Q: 3 clusters Score -1321929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1321932.375000 Penalty: 2996.465576
	Iteration 33Q: 3 clusters Score -1321932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1321932.500000 Penalty: 2996.465576
	Iteration 34Q: 3 clusters Score -1321932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1321936.000000 Penalty: 2996.465576
	Iteration 35Q: 3 clusters Score -1321936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1321941.125000 Penalty: 2996.465576
	Iteration 36Q: 3 clusters Score -1321941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1321946.250000 Penalty: 2996.465576
	Iteration 37Q: 3 clusters Score -1321946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1321952.875000 Penalty: 2996.465576
	Iteration 38Q: 3 clusters Score -1321953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1321954.750000 Penalty: 2996.465576
	Iteration 39Q: 3 clusters Score -1321955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1321958.625000 Penalty: 2996.465576
	Iteration 40F: 3 clusters Score -1321959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1321961.125000 Penalty: 2996.465576
	Iteration 41Q: 3 clusters Score -1321961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1321962.125000 Penalty: 2996.465576
	Iteration 42Q: 3 clusters Score -1321962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1321964.125000 Penalty: 2996.465576
	Iteration 43Q: 3 clusters Score -1321964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1321966.250000 Penalty: 2996.465576
	Iteration 44Q: 3 clusters Score -1321966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1321968.875000 Penalty: 2996.465576
	Iteration 45Q: 3 clusters Score -1321969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1321971.750000 Penalty: 2996.465576
	Iteration 46Q: 3 clusters Score -1321972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1321971.000000 Penalty: 2996.465576
	Iteration 47Q: 3 clusters Score -1321971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1321971.500000 Penalty: 2996.465576
	Iteration 48Q: 3 clusters Score -1321972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1321971.875000 Penalty: 2996.465576
	Iteration 49Q: 3 clusters Score -1321972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1321976.250000 Penalty: 2996.465576
	Iteration 50Q: 3 clusters Score -1321976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1321979.000000 Penalty: 2996.465576
	Iteration 51Q: 3 clusters Score -1321979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1321984.500000 Penalty: 2996.465576
	Iteration 52Q: 3 clusters Score -1321984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1321983.750000 Penalty: 2996.465576
	Iteration 53Q: 3 clusters Score -1321984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1321985.125000 Penalty: 2996.465576
	Iteration 54Q: 3 clusters Score -1321985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1321984.875000 Penalty: 2996.465576
	Iteration 55Q: 3 clusters Score -1321985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1321984.875000 Penalty: 2996.465576
	Iteration 56F: 3 clusters Score -1321985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Entering Unmasked Estep 
Score: -1293004.375000 Penalty: 1502.897339
	Iteration 0F: 2 clusters Score -1293004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1285611.000000 Penalty: 3005.794678
	Iteration 0F: 3 clusters Score -1285611 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1288238.375000 Penalty: 3005.794678
	Iteration 1F: 3 clusters Score -1288238 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1288929.500000 Penalty: 3005.794678
	Iteration 2F: 3 clusters Score -1288930 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1289709.000000 Penalty: 3005.794678
	Iteration 3F: 3 clusters Score -1289709 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1290520.125000 Penalty: 3005.794678
	Iteration 4F: 3 clusters Score -1290520 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1291198.500000 Penalty: 3005.794678
	Iteration 5F: 3 clusters Score -1291198 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1291755.125000 Penalty: 3005.794678
	Iteration 6F: 3 clusters Score -1291755 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1292137.125000 Penalty: 3005.794678
	Iteration 7F: 3 clusters Score -1292137 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1292407.625000 Penalty: 3005.794678
	Iteration 8Q: 3 clusters Score -1292408 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1292622.125000 Penalty: 3005.794678
	Iteration 9Q: 3 clusters Score -1292622 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1292788.750000 Penalty: 3005.794678
	Iteration 10Q: 3 clusters Score -1292789 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1292874.125000 Penalty: 3005.794678
	Iteration 11Q: 3 clusters Score -1292874 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1292928.375000 Penalty: 3005.794678
	Iteration 12Q: 3 clusters Score -1292928 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1292973.875000 Penalty: 3005.794678
	Iteration 13Q: 3 clusters Score -1292974 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1292993.125000 Penalty: 3005.794678
	Iteration 14Q: 3 clusters Score -1292993 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1293017.125000 Penalty: 3005.794678
	Iteration 15Q: 3 clusters Score -1293017 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1293033.375000 Penalty: 3005.794678
	Iteration 16Q: 3 clusters Score -1293033 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1293043.000000 Penalty: 3005.794678
	Iteration 17Q: 3 clusters Score -1293043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1293052.125000 Penalty: 3005.794678
	Iteration 18Q: 3 clusters Score -1293052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1293060.000000 Penalty: 3005.794678
	Iteration 19Q: 3 clusters Score -1293060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1293062.250000 Penalty: 3005.794678
	Iteration 20F: 3 clusters Score -1293062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1293064.500000 Penalty: 3005.794678
	Iteration 21Q: 3 clusters Score -1293064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1293067.375000 Penalty: 3005.794678
	Iteration 22Q: 3 clusters Score -1293067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1293067.500000 Penalty: 3005.794678
	Iteration 23Q: 3 clusters Score -1293068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1293071.000000 Penalty: 3005.794678
	Iteration 24Q: 3 clusters Score -1293071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1293071.750000 Penalty: 3005.794678
	Iteration 25Q: 3 clusters Score -1293072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1293072.000000 Penalty: 3005.794678
	Iteration 26Q: 3 clusters Score -1293072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1293074.000000 Penalty: 3005.794678
	Iteration 27Q: 3 clusters Score -1293074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1293072.500000 Penalty: 3005.794678
	Iteration 28Q: 3 clusters Score -1293072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1293074.250000 Penalty: 3005.794678
	Iteration 29Q: 3 clusters Score -1293074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1293077.250000 Penalty: 3005.794678
	Iteration 30Q: 3 clusters Score -1293077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1293079.375000 Penalty: 3005.794678
	Iteration 31Q: 3 clusters Score -1293079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1293081.750000 Penalty: 3005.794678
	Iteration 32Q: 3 clusters Score -1293082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1293081.875000 Penalty: 3005.794678
	Iteration 33Q: 3 clusters Score -1293082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1293082.500000 Penalty: 3005.794678
	Iteration 34Q: 3 clusters Score -1293082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1293082.500000 Penalty: 3005.794678
	Iteration 35F: 3 clusters Score -1293082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116760 members 
Mstep: Class 3 contains 15691 members 
Mstep: Class 4 contains 62473 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45274 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 9555 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 82533 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 16 contains 835 members 
Mstep: Class 17 contains 63285 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
Score: -54016360.000000 Penalty: 37888.101562
Splitting cluster 10 changes total score from -54016952.000000 to -54016360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -51227.531250 Penalty: 937.859131
	Iteration 0F: 2 clusters Score -51227.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50305.363281 Penalty: 1875.718262
	Iteration 0F: 3 clusters Score -50305.36 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -50410.324219 Penalty: 1875.718262
	Iteration 1F: 3 clusters Score -50410.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -50442.031250 Penalty: 1875.718262
	Iteration 2Q: 3 clusters Score -50442.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50456.019531 Penalty: 1875.718262
	Iteration 3Q: 3 clusters Score -50456.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50461.976562 Penalty: 1875.718262
	Iteration 4Q: 3 clusters Score -50461.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50461.976562 Penalty: 1875.718262
	Iteration 5F: 3 clusters Score -50461.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -46151.667969 Penalty: 1028.289673
	Iteration 0F: 2 clusters Score -46151.67 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 257 members 
Entering Unmasked Estep 
Score: -45117.367188 Penalty: 2056.579346
	Iteration 0F: 3 clusters Score -45117.37 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45527.859375 Penalty: 2056.579346
	Iteration 1F: 3 clusters Score -45527.86 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45810.710938 Penalty: 2056.579346
	Iteration 2F: 3 clusters Score -45810.71 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -45958.753906 Penalty: 2056.579346
	Iteration 3F: 3 clusters Score -45958.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46064.742188 Penalty: 2056.579346
	Iteration 4Q: 3 clusters Score -46064.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46140.703125 Penalty: 2056.579346
	Iteration 5Q: 3 clusters Score -46140.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46191.105469 Penalty: 2056.579346
	Iteration 6Q: 3 clusters Score -46191.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46230.773438 Penalty: 2056.579346
	Iteration 7Q: 3 clusters Score -46230.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46240.890625 Penalty: 2056.579346
	Iteration 8Q: 3 clusters Score -46240.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46246.738281 Penalty: 2056.579346
	Iteration 9Q: 3 clusters Score -46246.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46253.675781 Penalty: 2056.579346
	Iteration 10Q: 3 clusters Score -46253.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46254.285156 Penalty: 2056.579346
	Iteration 11Q: 3 clusters Score -46254.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46254.285156 Penalty: 2056.579346
	Iteration 12F: 3 clusters Score -46254.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 116760 members 
Mstep: Class 3 contains 15691 members 
Mstep: Class 4 contains 62473 members 
Mstep: Class 5 contains 11235 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 45274 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 10096 members 
Mstep: Class 10 contains 10390 members 
Mstep: Class 11 contains 321 members 
Mstep: Class 12 contains 311 members 
Mstep: Class 13 contains 82533 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 521 members 
Mstep: Class 16 contains 249 members 
Mstep: Class 17 contains 63285 members 
Mstep: Class 19 contains 831 members 
Entering Unmasked Estep 
Score: -54015960.000000 Penalty: 37888.101562
Splitting cluster 12 changes total score from -54016952.000000 to -54015960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (82533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82533 members 
Entering Unmasked Estep 
Score: -10804424.000000 Penalty: 1839.654907
	Iteration 0F: 2 clusters Score -1.080442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -10757885.000000 Penalty: 3679.309814
	Iteration 0F: 3 clusters Score -1.075788e+07 nChanged 39333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -10780287.000000 Penalty: 3679.309814
	Iteration 1F: 3 clusters Score -1.078029e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -10781017.000000 Penalty: 3679.309814
	Iteration 2Q: 3 clusters Score -1.078102e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -10781905.000000 Penalty: 3679.309814
	Iteration 3Q: 3 clusters Score -1.07819e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -10783066.000000 Penalty: 3679.309814
	Iteration 4Q: 3 clusters Score -1.078307e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -10784685.000000 Penalty: 3679.309814
	Iteration 5Q: 3 clusters Score -1.078468e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -10787172.000000 Penalty: 3679.309814
	Iteration 6F: 3 clusters Score -1.078717e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 60235 members 
Entering Unmasked Estep 
Score: -10790400.000000 Penalty: 3679.309814
	Iteration 7F: 3 clusters Score -1.07904e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -10793602.000000 Penalty: 3679.309814
	Iteration 8F: 3 clusters Score -1.07936e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -10796545.000000 Penalty: 3679.309814
	Iteration 9F: 3 clusters Score -1.079654e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 76515 members 
Entering Unmasked Estep 
Score: -10798828.000000 Penalty: 3679.309814
	Iteration 10Q: 3 clusters Score -1.079883e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 79087 members 
Entering Unmasked Estep 
Score: -10800544.000000 Penalty: 3679.309814
	Iteration 11Q: 3 clusters Score -1.080054e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 80599 members 
Entering Unmasked Estep 
Score: -10801499.000000 Penalty: 3679.309814
	Iteration 12Q: 3 clusters Score -1.08015e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 81376 members 
Entering Unmasked Estep 
Score: -10802080.000000 Penalty: 3679.309814
	Iteration 13Q: 3 clusters Score -1.080208e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 81744 members 
Entering Unmasked Estep 
Score: -10802402.000000 Penalty: 3679.309814
	Iteration 14Q: 3 clusters Score -1.08024e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 81907 members 
Entering Unmasked Estep 
Score: -10802561.000000 Penalty: 3679.309814
	Iteration 15Q: 3 clusters Score -1.080256e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 81995 members 
Entering Unmasked Estep 
Score: -10802698.000000 Penalty: 3679.309814
	Iteration 16Q: 3 clusters Score -1.08027e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 82030 members 
Entering Unmasked Estep 
Score: -10802780.000000 Penalty: 3679.309814
	Iteration 17Q: 3 clusters Score -1.080278e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 82049 members 
Entering Unmasked Estep 
Score: -10802816.000000 Penalty: 3679.309814
	Iteration 18Q: 3 clusters Score -1.080282e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 82062 members 
Entering Unmasked Estep 
Score: -10802839.000000 Penalty: 3679.309814
	Iteration 19Q: 3 clusters Score -1.080284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 82075 members 
Entering Unmasked Estep 
Score: -10802846.000000 Penalty: 3679.309814
	Iteration 20F: 3 clusters Score -1.080285e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 82089 members 
Entering Unmasked Estep 
Score: -10802879.000000 Penalty: 3679.309814
	Iteration 21Q: 3 clusters Score -1.080288e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 82097 members 
Entering Unmasked Estep 
Score: -10802898.000000 Penalty: 3679.309814
	Iteration 22Q: 3 clusters Score -1.08029e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 82104 members 
Entering Unmasked Estep 
Score: -10802903.000000 Penalty: 3679.309814
	Iteration 23Q: 3 clusters Score -1.08029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 82103 members 
Entering Unmasked Estep 
Score: -10802898.000000 Penalty: 3679.309814
	Iteration 24Q: 3 clusters Score -1.08029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 82104 members 
Entering Unmasked Estep 
Score: -10802905.000000 Penalty: 3679.309814
	Iteration 25Q: 3 clusters Score -1.08029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 82103 members 
Entering Unmasked Estep 
Score: -10802910.000000 Penalty: 3679.309814
	Iteration 26Q: 3 clusters Score -1.080291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 82103 members 
Entering Unmasked Estep 
Score: -10802910.000000 Penalty: 3679.309814
	Iteration 27Q: 3 clusters Score -1.080291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 82102 members 
Entering Unmasked Estep 
Score: -10802913.000000 Penalty: 3679.309814
	Iteration 28Q: 3 clusters Score -1.080291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 82101 members 
Entering Unmasked Estep 
Score: -10802912.000000 Penalty: 3679.309814
	Iteration 29Q: 3 clusters Score -1.080291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 82100 members 
Entering Unmasked Estep 
Score: -10802901.000000 Penalty: 3679.309814
	Iteration 30Q: 3 clusters Score -1.08029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 82098 members 
Entering Unmasked Estep 
Score: -10802902.000000 Penalty: 3679.309814
	Iteration 31Q: 3 clusters Score -1.08029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 82098 members 
Entering Unmasked Estep 
Score: -10802902.000000 Penalty: 3679.309814
	Iteration 32F: 3 clusters Score -1.08029e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -49174.484375 Penalty: 1010.845886
	Iteration 0F: 2 clusters Score -49174.48 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 250 members 
Entering Unmasked Estep 
Score: -48158.402344 Penalty: 2021.691772
	Iteration 0F: 3 clusters Score -48158.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48339.492188 Penalty: 2021.691772
	Iteration 1F: 3 clusters Score -48339.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48398.031250 Penalty: 2021.691772
	Iteration 2F: 3 clusters Score -48398.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48419.945312 Penalty: 2021.691772
	Iteration 3Q: 3 clusters Score -48419.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48432.863281 Penalty: 2021.691772
	Iteration 4Q: 3 clusters Score -48432.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -48437.148438 Penalty: 2021.691772
	Iteration 5Q: 3 clusters Score -48437.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48440.902344 Penalty: 2021.691772
	Iteration 6Q: 3 clusters Score -48440.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48447.054688 Penalty: 2021.691772
	Iteration 7Q: 3 clusters Score -48447.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48470.929688 Penalty: 2021.691772
	Iteration 8Q: 3 clusters Score -48470.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48476.675781 Penalty: 2021.691772
	Iteration 9Q: 3 clusters Score -48476.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48494.113281 Penalty: 2021.691772
	Iteration 10Q: 3 clusters Score -48494.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48506.484375 Penalty: 2021.691772
	Iteration 11Q: 3 clusters Score -48506.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -48511.230469 Penalty: 2021.691772
	Iteration 12Q: 3 clusters Score -48511.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48517.023438 Penalty: 2021.691772
	Iteration 13Q: 3 clusters Score -48517.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48517.472656 Penalty: 2021.691772
	Iteration 14Q: 3 clusters Score -48517.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48517.472656 Penalty: 2021.691772
	Iteration 15F: 3 clusters Score -48517.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -55930.519531 Penalty: 1016.559387
	Iteration 0F: 2 clusters Score -55930.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54861.917969 Penalty: 2033.118774
	Iteration 0F: 3 clusters Score -54861.92 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -55034.472656 Penalty: 2033.118774
	Iteration 1F: 3 clusters Score -55034.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -55093.054688 Penalty: 2033.118774
	Iteration 2F: 3 clusters Score -55093.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -55108.964844 Penalty: 2033.118774
	Iteration 3Q: 3 clusters Score -55108.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -55121.304688 Penalty: 2033.118774
	Iteration 4Q: 3 clusters Score -55121.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -55131.074219 Penalty: 2033.118774
	Iteration 5Q: 3 clusters Score -55131.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -55137.765625 Penalty: 2033.118774
	Iteration 6Q: 3 clusters Score -55137.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -55151.050781 Penalty: 2033.118774
	Iteration 7Q: 3 clusters Score -55151.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55161.453125 Penalty: 2033.118774
	Iteration 8Q: 3 clusters Score -55161.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55174.667969 Penalty: 2033.118774
	Iteration 9Q: 3 clusters Score -55174.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55178.593750 Penalty: 2033.118774
	Iteration 10Q: 3 clusters Score -55178.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55182.804688 Penalty: 2033.118774
	Iteration 11Q: 3 clusters Score -55182.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -55184.050781 Penalty: 2033.118774
	Iteration 12Q: 3 clusters Score -55184.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -55184.050781 Penalty: 2033.118774
	Iteration 13F: 3 clusters Score -55184.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (63285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63285 members 
Entering Unmasked Estep 
Score: -8219978.500000 Penalty: 1796.503052
	Iteration 0F: 2 clusters Score -8219978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -8178379.500000 Penalty: 3593.006104
	Iteration 0F: 3 clusters Score -8178380 nChanged 30131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -8195484.500000 Penalty: 3593.006104
	Iteration 1F: 3 clusters Score -8195484 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -8195950.500000 Penalty: 3593.006104
	Iteration 2Q: 3 clusters Score -8195950 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -8196427.000000 Penalty: 3593.006104
	Iteration 3Q: 3 clusters Score -8196427 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -8196892.000000 Penalty: 3593.006104
	Iteration 4Q: 3 clusters Score -8196892 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -8197355.000000 Penalty: 3593.006104
	Iteration 5Q: 3 clusters Score -8197355 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -8197960.500000 Penalty: 3593.006104
	Iteration 6Q: 3 clusters Score -8197960 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -8198798.500000 Penalty: 3593.006104
	Iteration 7Q: 3 clusters Score -8198798 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -8199956.000000 Penalty: 3593.006104
	Iteration 8Q: 3 clusters Score -8199956 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -8201477.500000 Penalty: 3593.006104
	Iteration 9Q: 3 clusters Score -8201478 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -8203601.000000 Penalty: 3593.006104
	Iteration 10F: 3 clusters Score -8203601 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -8205990.500000 Penalty: 3593.006104
	Iteration 11F: 3 clusters Score -8205990 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -8207974.500000 Penalty: 3593.006104
	Iteration 12F: 3 clusters Score -8207974 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -8208999.500000 Penalty: 3593.006104
	Iteration 13Q: 3 clusters Score -8209000 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -8209403.000000 Penalty: 3593.006104
	Iteration 14Q: 3 clusters Score -8209403 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -8209641.000000 Penalty: 3593.006104
	Iteration 15Q: 3 clusters Score -8209641 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -8209808.500000 Penalty: 3593.006104
	Iteration 16Q: 3 clusters Score -8209808 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -8209920.500000 Penalty: 3593.006104
	Iteration 17Q: 3 clusters Score -8209920 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -8210067.000000 Penalty: 3593.006104
	Iteration 18Q: 3 clusters Score -8210067 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -8210168.000000 Penalty: 3593.006104
	Iteration 19Q: 3 clusters Score -8210168 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -8210287.000000 Penalty: 3593.006104
	Iteration 20F: 3 clusters Score -8210287 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -8210408.000000 Penalty: 3593.006104
	Iteration 21Q: 3 clusters Score -8210408 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -8210528.500000 Penalty: 3593.006104
	Iteration 22Q: 3 clusters Score -8210528 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -8210638.500000 Penalty: 3593.006104
	Iteration 23Q: 3 clusters Score -8210638 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -8210754.500000 Penalty: 3593.006104
	Iteration 24Q: 3 clusters Score -8210754 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -8210852.500000 Penalty: 3593.006104
	Iteration 25Q: 3 clusters Score -8210852 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -8210953.000000 Penalty: 3593.006104
	Iteration 26Q: 3 clusters Score -8210953 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -8211096.500000 Penalty: 3593.006104
	Iteration 27Q: 3 clusters Score -8211096 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -8211208.000000 Penalty: 3593.006104
	Iteration 28Q: 3 clusters Score -8211208 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -8211358.000000 Penalty: 3593.006104
	Iteration 29Q: 3 clusters Score -8211358 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -8211471.000000 Penalty: 3593.006104
	Iteration 30Q: 3 clusters Score -8211471 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -8211628.000000 Penalty: 3593.006104
	Iteration 31Q: 3 clusters Score -8211628 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -8211764.000000 Penalty: 3593.006104
	Iteration 32Q: 3 clusters Score -8211764 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -8211937.000000 Penalty: 3593.006104
	Iteration 33Q: 3 clusters Score -8211937 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -8212098.000000 Penalty: 3593.006104
	Iteration 34Q: 3 clusters Score -8212098 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -8212264.000000 Penalty: 3593.006104
	Iteration 35Q: 3 clusters Score -8212264 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -8212439.000000 Penalty: 3593.006104
	Iteration 36Q: 3 clusters Score -8212439 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -8212637.500000 Penalty: 3593.006104
	Iteration 37Q: 3 clusters Score -8212638 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 48574 members 
Entering Unmasked Estep 
Score: -8212814.500000 Penalty: 3593.006104
	Iteration 38Q: 3 clusters Score -8212814 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -8213101.000000 Penalty: 3593.006104
	Iteration 39Q: 3 clusters Score -8213101 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -8213435.000000 Penalty: 3593.006104
	Iteration 40F: 3 clusters Score -8213435 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -8213765.500000 Penalty: 3593.006104
	Iteration 41Q: 3 clusters Score -8213766 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 52595 members 
Entering Unmasked Estep 
Score: -8214103.000000 Penalty: 3593.006104
	Iteration 42Q: 3 clusters Score -8214103 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 53741 members 
Entering Unmasked Estep 
Score: -8214555.000000 Penalty: 3593.006104
	Iteration 43Q: 3 clusters Score -8214555 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 54910 members 
Entering Unmasked Estep 
Score: -8214989.500000 Penalty: 3593.006104
	Iteration 44Q: 3 clusters Score -8214990 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 56055 members 
Entering Unmasked Estep 
Score: -8215494.500000 Penalty: 3593.006104
	Iteration 45Q: 3 clusters Score -8215494 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -8216050.000000 Penalty: 3593.006104
	Iteration 46Q: 3 clusters Score -8216050 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -8216564.500000 Penalty: 3593.006104
	Iteration 47Q: 3 clusters Score -8216564 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 59159 members 
Entering Unmasked Estep 
Score: -8217021.000000 Penalty: 3593.006104
	Iteration 48Q: 3 clusters Score -8217021 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 59913 members 
Entering Unmasked Estep 
Score: -8217402.000000 Penalty: 3593.006104
	Iteration 49Q: 3 clusters Score -8217402 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -8217709.500000 Penalty: 3593.006104
	Iteration 50Q: 3 clusters Score -8217710 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 61018 members 
Entering Unmasked Estep 
Score: -8217943.000000 Penalty: 3593.006104
	Iteration 51Q: 3 clusters Score -8217943 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 61400 members 
Entering Unmasked Estep 
Score: -8218121.000000 Penalty: 3593.006104
	Iteration 52Q: 3 clusters Score -8218121 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 61673 members 
Entering Unmasked Estep 
Score: -8218277.000000 Penalty: 3593.006104
	Iteration 53Q: 3 clusters Score -8218277 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 61883 members 
Entering Unmasked Estep 
Score: -8218331.500000 Penalty: 3593.006104
	Iteration 54Q: 3 clusters Score -8218332 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 62046 members 
Entering Unmasked Estep 
Score: -8218385.000000 Penalty: 3593.006104
	Iteration 55Q: 3 clusters Score -8218385 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 62166 members 
Entering Unmasked Estep 
Score: -8218424.000000 Penalty: 3593.006104
	Iteration 56Q: 3 clusters Score -8218424 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 62247 members 
Entering Unmasked Estep 
Score: -8218453.500000 Penalty: 3593.006104
	Iteration 57Q: 3 clusters Score -8218454 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 62323 members 
Entering Unmasked Estep 
Score: -8218483.000000 Penalty: 3593.006104
	Iteration 58Q: 3 clusters Score -8218483 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 62382 members 
Entering Unmasked Estep 
Score: -8218515.500000 Penalty: 3593.006104
	Iteration 59Q: 3 clusters Score -8218516 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -8218539.500000 Penalty: 3593.006104
	Iteration 60F: 3 clusters Score -8218540 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 62476 members 
Entering Unmasked Estep 
Score: -8218548.500000 Penalty: 3593.006104
	Iteration 61Q: 3 clusters Score -8218548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -8218563.000000 Penalty: 3593.006104
	Iteration 62Q: 3 clusters Score -8218563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 62503 members 
Entering Unmasked Estep 
Score: -8218582.000000 Penalty: 3593.006104
	Iteration 63Q: 3 clusters Score -8218582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 62512 members 
Entering Unmasked Estep 
Score: -8218597.000000 Penalty: 3593.006104
	Iteration 64Q: 3 clusters Score -8218597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 62525 members 
Entering Unmasked Estep 
Score: -8218607.000000 Penalty: 3593.006104
	Iteration 65Q: 3 clusters Score -8218607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 62532 members 
Entering Unmasked Estep 
Score: -8218603.500000 Penalty: 3593.006104
	Iteration 66Q: 3 clusters Score -8218604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 62537 members 
Entering Unmasked Estep 
Score: -8218610.000000 Penalty: 3593.006104
	Iteration 67Q: 3 clusters Score -8218610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
Score: -8218616.000000 Penalty: 3593.006104
	Iteration 68Q: 3 clusters Score -8218616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 62556 members 
Entering Unmasked Estep 
Score: -8218615.000000 Penalty: 3593.006104
	Iteration 69Q: 3 clusters Score -8218615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 62564 members 
Entering Unmasked Estep 
Score: -8218623.000000 Penalty: 3593.006104
	Iteration 70Q: 3 clusters Score -8218623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 62573 members 
Entering Unmasked Estep 
Score: -8218622.000000 Penalty: 3593.006104
	Iteration 71Q: 3 clusters Score -8218622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 62575 members 
Entering Unmasked Estep 
Score: -8218635.000000 Penalty: 3593.006104
	Iteration 72Q: 3 clusters Score -8218635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 62579 members 
Entering Unmasked Estep 
Score: -8218628.500000 Penalty: 3593.006104
	Iteration 73Q: 3 clusters Score -8218628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -8218641.000000 Penalty: 3593.006104
	Iteration 74Q: 3 clusters Score -8218641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -8218637.000000 Penalty: 3593.006104
	Iteration 75Q: 3 clusters Score -8218637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -8218634.500000 Penalty: 3593.006104
	Iteration 76Q: 3 clusters Score -8218634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -8218634.500000 Penalty: 3593.006104
	Iteration 77F: 3 clusters Score -8218634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -104460.718750 Penalty: 1092.427368
	Iteration 0F: 2 clusters Score -104460.7 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 427 members 
Entering Unmasked Estep 
Score: -103106.179688 Penalty: 2184.854736
	Iteration 0F: 3 clusters Score -103106.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -103309.500000 Penalty: 2184.854736
	Iteration 1F: 3 clusters Score -103309.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -103382.789062 Penalty: 2184.854736
	Iteration 2F: 3 clusters Score -103382.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -103429.515625 Penalty: 2184.854736
	Iteration 3Q: 3 clusters Score -103429.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -103449.101562 Penalty: 2184.854736
	Iteration 4Q: 3 clusters Score -103449.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -103460.218750 Penalty: 2184.854736
	Iteration 5Q: 3 clusters Score -103460.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -103467.085938 Penalty: 2184.854736
	Iteration 6Q: 3 clusters Score -103467.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -103474.898438 Penalty: 2184.854736
	Iteration 7Q: 3 clusters Score -103474.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -103480.343750 Penalty: 2184.854736
	Iteration 8Q: 3 clusters Score -103480.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -103489.234375 Penalty: 2184.854736
	Iteration 9Q: 3 clusters Score -103489.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -103495.726562 Penalty: 2184.854736
	Iteration 10Q: 3 clusters Score -103495.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -103498.375000 Penalty: 2184.854736
	Iteration 11Q: 3 clusters Score -103498.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -103498.375000 Penalty: 2184.854736
	Iteration 12F: 3 clusters Score -103498.4 nChanged 0
--- Evaluating fit on full set of 1266552 points ---
Entering Unmasked Estep 
Score: -162008080.000000 Penalty: 38818.121094
20->18 Clusters: Score -162008080.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 422184 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 21088 members 
Mstep: Class 3 contains 21368 members 
Mstep: Class 4 contains 21056 members 
Mstep: Class 5 contains 21257 members 
Mstep: Class 6 contains 20711 members 
Mstep: Class 7 contains 21151 members 
Mstep: Class 8 contains 20766 members 
Mstep: Class 9 contains 21109 members 
Mstep: Class 10 contains 21122 members 
Mstep: Class 11 contains 21024 members 
Mstep: Class 12 contains 21070 members 
Mstep: Class 13 contains 20966 members 
Mstep: Class 14 contains 21084 members 
Mstep: Class 15 contains 21220 members 
Mstep: Class 16 contains 21031 members 
Mstep: Class 17 contains 21127 members 
Mstep: Class 18 contains 21121 members 
Mstep: Class 19 contains 21321 members 
Mstep: Class 20 contains 21289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 570.637085 but Gain 2104.894531
Score: -51758304.000000 Penalty: 39992.996094
Iteration 0F: 20 clusters Score -5.17583e+07 nChanged 400809
Entering Unmasked Mstep 
Mstep: Class 0 contains 1020 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 16319 members 
Mstep: Class 3 contains 969 members 
Mstep: Class 5 contains 3651 members 
Mstep: Class 6 contains 4089 members 
Mstep: Class 7 contains 11878 members 
Mstep: Class 8 contains 566 members 
Mstep: Class 9 contains 11885 members 
Mstep: Class 10 contains 5010 members 
Mstep: Class 11 contains 119403 members 
Mstep: Class 12 contains 321 members 
Mstep: Class 13 contains 365 members 
Mstep: Class 14 contains 57561 members 
Mstep: Class 15 contains 436 members 
Mstep: Class 16 contains 6278 members 
Mstep: Class 17 contains 875 members 
Mstep: Class 18 contains 8419 members 
Mstep: Class 19 contains 163613 members 
Mstep: Class 20 contains 8385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 518.663086 but Gain 2104.894531
Score: -53487952.000000 Penalty: 37888.101562
Iteration 1F: 19 clusters Score -5.348795e+07 nChanged 120147
Entering Unmasked Mstep 
Mstep: Class 0 contains 504 members 
Mstep: Class 2 contains 12096 members 
Mstep: Class 3 contains 455 members 
Mstep: Class 5 contains 1468 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 7131 members 
Mstep: Class 8 contains 275 members 
Mstep: Class 9 contains 6931 members 
Mstep: Class 10 contains 8526 members 
Mstep: Class 11 contains 169955 members 
Mstep: Class 12 contains 340 members 
Mstep: Class 13 contains 921 members 
Mstep: Class 14 contains 62719 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 4658 members 
Mstep: Class 17 contains 308 members 
Mstep: Class 18 contains 4701 members 
Mstep: Class 19 contains 134141 members 
Mstep: Class 20 contains 4442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1253.453247 but Gain 2104.894531
Score: -53590264.000000 Penalty: 35783.207031
Iteration 2F: 18 clusters Score -5.359026e+07 nChanged 91202
Entering Unmasked Mstep 
Mstep: Class 0 contains 332 members 
Mstep: Class 2 contains 11536 members 
Mstep: Class 3 contains 505 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 1441 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 9 contains 3924 members 
Mstep: Class 10 contains 13292 members 
Mstep: Class 11 contains 151642 members 
Mstep: Class 12 contains 504 members 
Mstep: Class 13 contains 921 members 
Mstep: Class 14 contains 78269 members 
Mstep: Class 15 contains 501 members 
Mstep: Class 16 contains 4634 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 141202 members 
Mstep: Class 20 contains 3293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1244.973511 but Gain 2104.894531
Score: -53678228.000000 Penalty: 33678.312500
Iteration 3F: 17 clusters Score -5.367823e+07 nChanged 67162
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 2 contains 11772 members 
Mstep: Class 3 contains 528 members 
Mstep: Class 5 contains 1023 members 
Mstep: Class 7 contains 3211 members 
Mstep: Class 9 contains 2296 members 
Mstep: Class 10 contains 16614 members 
Mstep: Class 11 contains 138451 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 788 members 
Mstep: Class 14 contains 98094 members 
Mstep: Class 15 contains 561 members 
Mstep: Class 16 contains 4962 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 4071 members 
Mstep: Class 19 contains 135316 members 
Mstep: Class 20 contains 3008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1452.891724 but Gain 2104.896484
Score: -53754836.000000 Penalty: 31573.416016
Iteration 4F: 16 clusters Score -5.375484e+07 nChanged 56809
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 2 contains 12482 members 
Mstep: Class 3 contains 529 members 
Mstep: Class 5 contains 991 members 
Mstep: Class 7 contains 2346 members 
Mstep: Class 10 contains 17798 members 
Mstep: Class 11 contains 129856 members 
Mstep: Class 12 contains 724 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 14 contains 115604 members 
Mstep: Class 15 contains 668 members 
Mstep: Class 16 contains 5412 members 
Mstep: Class 17 contains 639 members 
Mstep: Class 18 contains 4292 members 
Mstep: Class 19 contains 126822 members 
Mstep: Class 20 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1806.542969 but Gain 2104.894531
Score: -53818220.000000 Penalty: 29468.521484
Iteration 5F: 15 clusters Score -5.381822e+07 nChanged 52616
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 2 contains 13450 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 5 contains 1028 members 
Mstep: Class 10 contains 18082 members 
Mstep: Class 11 contains 120701 members 
Mstep: Class 12 contains 786 members 
Mstep: Class 13 contains 673 members 
Mstep: Class 14 contains 136482 members 
Mstep: Class 15 contains 765 members 
Mstep: Class 16 contains 5837 members 
Mstep: Class 17 contains 665 members 
Mstep: Class 18 contains 4277 members 
Mstep: Class 19 contains 115196 members 
Mstep: Class 20 contains 3500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53850520.000000 Penalty: 29468.521484
Iteration 6F: 15 clusters Score -5.385052e+07 nChanged 60149
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 2 contains 15429 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 5 contains 1071 members 
Mstep: Class 10 contains 18074 members 
Mstep: Class 11 contains 115598 members 
Mstep: Class 12 contains 825 members 
Mstep: Class 13 contains 636 members 
Mstep: Class 14 contains 144191 members 
Mstep: Class 15 contains 867 members 
Mstep: Class 16 contains 6924 members 
Mstep: Class 17 contains 698 members 
Mstep: Class 18 contains 3999 members 
Mstep: Class 19 contains 109097 members 
Mstep: Class 20 contains 4041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53875900.000000 Penalty: 29468.521484
Iteration 7F: 15 clusters Score -5.38759e+07 nChanged 46301
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 2 contains 18296 members 
Mstep: Class 3 contains 550 members 
Mstep: Class 5 contains 1110 members 
Mstep: Class 10 contains 17997 members 
Mstep: Class 11 contains 117347 members 
Mstep: Class 12 contains 850 members 
Mstep: Class 13 contains 618 members 
Mstep: Class 14 contains 132622 members 
Mstep: Class 15 contains 958 members 
Mstep: Class 16 contains 8391 members 
Mstep: Class 17 contains 703 members 
Mstep: Class 18 contains 3576 members 
Mstep: Class 19 contains 114310 members 
Mstep: Class 20 contains 4680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53908008.000000 Penalty: 29468.521484
Iteration 8F: 15 clusters Score -5.390801e+07 nChanged 28862
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 2 contains 20615 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 5 contains 1120 members 
Mstep: Class 10 contains 18080 members 
Mstep: Class 11 contains 118198 members 
Mstep: Class 12 contains 869 members 
Mstep: Class 13 contains 602 members 
Mstep: Class 14 contains 123363 members 
Mstep: Class 15 contains 1056 members 
Mstep: Class 16 contains 9776 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 3331 members 
Mstep: Class 19 contains 118460 members 
Mstep: Class 20 contains 5298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53927932.000000 Penalty: 29468.521484
Iteration 9F: 15 clusters Score -5.392793e+07 nChanged 22614
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 2 contains 22505 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 5 contains 1116 members 
Mstep: Class 10 contains 18391 members 
Mstep: Class 11 contains 118970 members 
Mstep: Class 12 contains 879 members 
Mstep: Class 13 contains 588 members 
Mstep: Class 14 contains 117996 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 10951 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 3246 members 
Mstep: Class 19 contains 118893 members 
Mstep: Class 20 contains 6077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940900.000000 Penalty: 29468.521484
Iteration 10F: 15 clusters Score -5.39409e+07 nChanged 18137
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 2 contains 24182 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 10 contains 18826 members 
Mstep: Class 11 contains 119808 members 
Mstep: Class 12 contains 895 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 114304 members 
Mstep: Class 15 contains 1275 members 
Mstep: Class 16 contains 11981 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 3219 members 
Mstep: Class 19 contains 117581 members 
Mstep: Class 20 contains 7026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53951192.000000 Penalty: 29468.521484
Iteration 11Q: 15 clusters Score -5.395119e+07 nChanged 15034
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 2 contains 25704 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 5 contains 1103 members 
Mstep: Class 10 contains 19302 members 
Mstep: Class 11 contains 120294 members 
Mstep: Class 12 contains 904 members 
Mstep: Class 13 contains 560 members 
Mstep: Class 14 contains 111133 members 
Mstep: Class 15 contains 1406 members 
Mstep: Class 16 contains 13025 members 
Mstep: Class 17 contains 675 members 
Mstep: Class 18 contains 3199 members 
Mstep: Class 19 contains 116149 members 
Mstep: Class 20 contains 8005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53960296.000000 Penalty: 29468.521484
Iteration 12Q: 15 clusters Score -5.39603e+07 nChanged 13242
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 2 contains 27085 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 5 contains 1115 members 
Mstep: Class 10 contains 19852 members 
Mstep: Class 11 contains 120520 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 108373 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 13870 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 3154 members 
Mstep: Class 19 contains 114767 members 
Mstep: Class 20 contains 9047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53967896.000000 Penalty: 29468.521484
Iteration 13Q: 15 clusters Score -5.39679e+07 nChanged 12063
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 2 contains 28226 members 
Mstep: Class 3 contains 552 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 10 contains 20490 members 
Mstep: Class 11 contains 120515 members 
Mstep: Class 12 contains 911 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 14 contains 106282 members 
Mstep: Class 15 contains 1670 members 
Mstep: Class 16 contains 14493 members 
Mstep: Class 17 contains 669 members 
Mstep: Class 18 contains 3109 members 
Mstep: Class 19 contains 113344 members 
Mstep: Class 20 contains 10082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53974708.000000 Penalty: 29468.521484
Iteration 14Q: 15 clusters Score -5.397471e+07 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 2 contains 29219 members 
Mstep: Class 3 contains 555 members 
Mstep: Class 5 contains 1138 members 
Mstep: Class 10 contains 21190 members 
Mstep: Class 11 contains 120156 members 
Mstep: Class 12 contains 910 members 
Mstep: Class 13 contains 545 members 
Mstep: Class 14 contains 104766 members 
Mstep: Class 15 contains 1786 members 
Mstep: Class 16 contains 15014 members 
Mstep: Class 17 contains 669 members 
Mstep: Class 18 contains 3074 members 
Mstep: Class 19 contains 111899 members 
Mstep: Class 20 contains 11101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53983060.000000 Penalty: 29468.521484
Iteration 15Q: 15 clusters Score -5.398306e+07 nChanged 11902
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 2 contains 30086 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 5 contains 1145 members 
Mstep: Class 10 contains 21935 members 
Mstep: Class 11 contains 119542 members 
Mstep: Class 12 contains 907 members 
Mstep: Class 13 contains 539 members 
Mstep: Class 14 contains 103769 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 15333 members 
Mstep: Class 17 contains 672 members 
Mstep: Class 18 contains 3012 members 
Mstep: Class 19 contains 110610 members 
Mstep: Class 20 contains 12003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53991004.000000 Penalty: 29468.521484
Iteration 16Q: 15 clusters Score -5.3991e+07 nChanged 12052
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 2 contains 30890 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 5 contains 1148 members 
Mstep: Class 10 contains 22613 members 
Mstep: Class 11 contains 118538 members 
Mstep: Class 12 contains 900 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 103222 members 
Mstep: Class 15 contains 2038 members 
Mstep: Class 16 contains 15513 members 
Mstep: Class 17 contains 680 members 
Mstep: Class 18 contains 2945 members 
Mstep: Class 19 contains 109662 members 
Mstep: Class 20 contains 12782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53999300.000000 Penalty: 29468.521484
Iteration 17Q: 15 clusters Score -5.39993e+07 nChanged 12069
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 2 contains 31782 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 5 contains 1139 members 
Mstep: Class 10 contains 23124 members 
Mstep: Class 11 contains 117097 members 
Mstep: Class 12 contains 897 members 
Mstep: Class 13 contains 528 members 
Mstep: Class 14 contains 102855 members 
Mstep: Class 15 contains 2157 members 
Mstep: Class 16 contains 15640 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 18 contains 2918 members 
Mstep: Class 19 contains 109180 members 
Mstep: Class 20 contains 13468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54006668.000000 Penalty: 29468.521484
Iteration 18Q: 15 clusters Score -5.400667e+07 nChanged 11569
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 2 contains 32679 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 5 contains 1128 members 
Mstep: Class 10 contains 23477 members 
Mstep: Class 11 contains 115471 members 
Mstep: Class 12 contains 893 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 102487 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 15659 members 
Mstep: Class 17 contains 674 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 109265 members 
Mstep: Class 20 contains 14012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011988.000000 Penalty: 29468.521484
Iteration 19Q: 15 clusters Score -5.401199e+07 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 2 contains 33613 members 
Mstep: Class 3 contains 561 members 
Mstep: Class 5 contains 1122 members 
Mstep: Class 10 contains 23641 members 
Mstep: Class 11 contains 113750 members 
Mstep: Class 12 contains 889 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 102108 members 
Mstep: Class 15 contains 2381 members 
Mstep: Class 16 contains 15604 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 18 contains 2875 members 
Mstep: Class 19 contains 109794 members 
Mstep: Class 20 contains 14481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54015260.000000 Penalty: 29468.521484
Iteration 20F: 15 clusters Score -5.401526e+07 nChanged 9950
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 2 contains 34564 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 5 contains 1110 members 
Mstep: Class 10 contains 23678 members 
Mstep: Class 11 contains 111834 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 13 contains 526 members 
Mstep: Class 14 contains 101954 members 
Mstep: Class 15 contains 2484 members 
Mstep: Class 16 contains 15554 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 18 contains 2856 members 
Mstep: Class 19 contains 110307 members 
Mstep: Class 20 contains 15031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54018660.000000 Penalty: 29468.521484
Iteration 21Q: 15 clusters Score -5.401866e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 2 contains 35555 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 5 contains 1103 members 
Mstep: Class 10 contains 23664 members 
Mstep: Class 11 contains 109744 members 
Mstep: Class 12 contains 895 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 101819 members 
Mstep: Class 15 contains 2567 members 
Mstep: Class 16 contains 15492 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 18 contains 2829 members 
Mstep: Class 19 contains 110992 members 
Mstep: Class 20 contains 15611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54020572.000000 Penalty: 29468.521484
Iteration 22Q: 15 clusters Score -5.402057e+07 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 2 contains 36566 members 
Mstep: Class 3 contains 566 members 
Mstep: Class 5 contains 1094 members 
Mstep: Class 10 contains 23585 members 
Mstep: Class 11 contains 107565 members 
Mstep: Class 12 contains 896 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 101938 members 
Mstep: Class 15 contains 2633 members 
Mstep: Class 16 contains 15429 members 
Mstep: Class 17 contains 680 members 
Mstep: Class 18 contains 2816 members 
Mstep: Class 19 contains 111594 members 
Mstep: Class 20 contains 16159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021040.000000 Penalty: 29468.521484
Iteration 23Q: 15 clusters Score -5.402104e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 2 contains 37607 members 
Mstep: Class 3 contains 561 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 10 contains 23419 members 
Mstep: Class 11 contains 105266 members 
Mstep: Class 12 contains 897 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 102287 members 
Mstep: Class 15 contains 2705 members 
Mstep: Class 16 contains 15374 members 
Mstep: Class 17 contains 685 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 112111 members 
Mstep: Class 20 contains 16733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021684.000000 Penalty: 29468.521484
Iteration 24Q: 15 clusters Score -5.402168e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 2 contains 38636 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 5 contains 1071 members 
Mstep: Class 10 contains 23246 members 
Mstep: Class 11 contains 102871 members 
Mstep: Class 12 contains 892 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 102679 members 
Mstep: Class 15 contains 2757 members 
Mstep: Class 16 contains 15387 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 2760 members 
Mstep: Class 19 contains 112665 members 
Mstep: Class 20 contains 17323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021188.000000 Penalty: 29468.521484
Iteration 25Q: 15 clusters Score -5.402119e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 2 contains 39656 members 
Mstep: Class 3 contains 561 members 
Mstep: Class 5 contains 1059 members 
Mstep: Class 10 contains 23049 members 
Mstep: Class 11 contains 100453 members 
Mstep: Class 12 contains 881 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 103241 members 
Mstep: Class 15 contains 2798 members 
Mstep: Class 16 contains 15417 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 2720 members 
Mstep: Class 19 contains 113100 members 
Mstep: Class 20 contains 17913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54020560.000000 Penalty: 29468.521484
Iteration 26Q: 15 clusters Score -5.402056e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 2 contains 40612 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 5 contains 1048 members 
Mstep: Class 10 contains 22906 members 
Mstep: Class 11 contains 98133 members 
Mstep: Class 12 contains 871 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 103813 members 
Mstep: Class 15 contains 2831 members 
Mstep: Class 16 contains 15460 members 
Mstep: Class 17 contains 683 members 
Mstep: Class 18 contains 2673 members 
Mstep: Class 19 contains 113490 members 
Mstep: Class 20 contains 18451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54020060.000000 Penalty: 29468.521484
Iteration 27Q: 15 clusters Score -5.402006e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 2 contains 41471 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 10 contains 22736 members 
Mstep: Class 11 contains 96290 members 
Mstep: Class 12 contains 864 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 104339 members 
Mstep: Class 15 contains 2857 members 
Mstep: Class 16 contains 15496 members 
Mstep: Class 17 contains 683 members 
Mstep: Class 18 contains 2624 members 
Mstep: Class 19 contains 113698 members 
Mstep: Class 20 contains 18877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54019296.000000 Penalty: 29468.521484
Iteration 28Q: 15 clusters Score -5.40193e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 2 contains 42269 members 
Mstep: Class 3 contains 561 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 10 contains 22623 members 
Mstep: Class 11 contains 94794 members 
Mstep: Class 12 contains 858 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 104607 members 
Mstep: Class 15 contains 2881 members 
Mstep: Class 16 contains 15535 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 2563 members 
Mstep: Class 19 contains 113874 members 
Mstep: Class 20 contains 19253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54019024.000000 Penalty: 29468.521484
Iteration 29Q: 15 clusters Score -5.401902e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 2 contains 42960 members 
Mstep: Class 3 contains 560 members 
Mstep: Class 5 contains 1033 members 
Mstep: Class 10 contains 22495 members 
Mstep: Class 11 contains 93577 members 
Mstep: Class 12 contains 854 members 
Mstep: Class 13 contains 501 members 
Mstep: Class 14 contains 104788 members 
Mstep: Class 15 contains 2898 members 
Mstep: Class 16 contains 15587 members 
Mstep: Class 17 contains 680 members 
Mstep: Class 18 contains 2505 members 
Mstep: Class 19 contains 114021 members 
Mstep: Class 20 contains 19577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54018432.000000 Penalty: 29468.521484
Iteration 30Q: 15 clusters Score -5.401843e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 2 contains 43555 members 
Mstep: Class 3 contains 561 members 
Mstep: Class 5 contains 1029 members 
Mstep: Class 10 contains 22388 members 
Mstep: Class 11 contains 92495 members 
Mstep: Class 12 contains 851 members 
Mstep: Class 13 contains 499 members 
Mstep: Class 14 contains 104931 members 
Mstep: Class 15 contains 2913 members 
Mstep: Class 16 contains 15697 members 
Mstep: Class 17 contains 680 members 
Mstep: Class 18 contains 2458 members 
Mstep: Class 19 contains 114092 members 
Mstep: Class 20 contains 19887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54018300.000000 Penalty: 29468.521484
Iteration 31Q: 15 clusters Score -5.40183e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 2 contains 44088 members 
Mstep: Class 3 contains 561 members 
Mstep: Class 5 contains 1029 members 
Mstep: Class 10 contains 22320 members 
Mstep: Class 11 contains 91515 members 
Mstep: Class 12 contains 849 members 
Mstep: Class 13 contains 497 members 
Mstep: Class 14 contains 104996 members 
Mstep: Class 15 contains 2927 members 
Mstep: Class 16 contains 15826 members 
Mstep: Class 17 contains 680 members 
Mstep: Class 18 contains 2393 members 
Mstep: Class 19 contains 114222 members 
Mstep: Class 20 contains 20133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017924.000000 Penalty: 29468.521484
Iteration 32Q: 15 clusters Score -5.401792e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 2 contains 44514 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 5 contains 1027 members 
Mstep: Class 10 contains 22244 members 
Mstep: Class 11 contains 90651 members 
Mstep: Class 12 contains 847 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 105091 members 
Mstep: Class 15 contains 2942 members 
Mstep: Class 16 contains 15957 members 
Mstep: Class 17 contains 683 members 
Mstep: Class 18 contains 2335 members 
Mstep: Class 19 contains 114354 members 
Mstep: Class 20 contains 20334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017784.000000 Penalty: 29468.521484
Iteration 33Q: 15 clusters Score -5.401778e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 2 contains 44895 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 5 contains 1026 members 
Mstep: Class 10 contains 22179 members 
Mstep: Class 11 contains 89937 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 105226 members 
Mstep: Class 15 contains 2955 members 
Mstep: Class 16 contains 16101 members 
Mstep: Class 17 contains 680 members 
Mstep: Class 18 contains 2292 members 
Mstep: Class 19 contains 114352 members 
Mstep: Class 20 contains 20489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54018072.000000 Penalty: 29468.521484
Iteration 34Q: 15 clusters Score -5.401807e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 2 contains 45218 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 5 contains 1026 members 
Mstep: Class 10 contains 22120 members 
Mstep: Class 11 contains 89303 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 105325 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 16218 members 
Mstep: Class 17 contains 680 members 
Mstep: Class 18 contains 2266 members 
Mstep: Class 19 contains 114386 members 
Mstep: Class 20 contains 20619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54018164.000000 Penalty: 29468.521484
Iteration 35Q: 15 clusters Score -5.401816e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 2 contains 45507 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 10 contains 22101 members 
Mstep: Class 11 contains 88781 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 105404 members 
Mstep: Class 15 contains 2976 members 
Mstep: Class 16 contains 16337 members 
Mstep: Class 17 contains 680 members 
Mstep: Class 18 contains 2234 members 
Mstep: Class 19 contains 114359 members 
Mstep: Class 20 contains 20728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54018140.000000 Penalty: 29468.521484
Iteration 36Q: 15 clusters Score -5.401814e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 2 contains 45736 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 10 contains 22084 members 
Mstep: Class 11 contains 88336 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 105497 members 
Mstep: Class 15 contains 2983 members 
Mstep: Class 16 contains 16428 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 114386 members 
Mstep: Class 20 contains 20795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54018160.000000 Penalty: 29468.521484
Iteration 37Q: 15 clusters Score -5.401816e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 2 contains 45909 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 5 contains 1016 members 
Mstep: Class 10 contains 22070 members 
Mstep: Class 11 contains 87980 members 
Mstep: Class 12 contains 848 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 105535 members 
Mstep: Class 15 contains 2986 members 
Mstep: Class 16 contains 16516 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 114399 members 
Mstep: Class 20 contains 20875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54018172.000000 Penalty: 29468.521484
Iteration 38Q: 15 clusters Score -5.401817e+07 nChanged 1035
Entering ConstructFrom: 
Score: -54018172.000000 Penalty: 29468.521484
Entering ConstructFrom: 
Trying to split cluster 2 (46054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Entering Unmasked Estep 
Score: -5992533.000000 Penalty: 1744.855103
	Iteration 0F: 2 clusters Score -5992533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -5961717.000000 Penalty: 3489.710205
	Iteration 0F: 3 clusters Score -5961717 nChanged 21548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -5973871.500000 Penalty: 3489.710205
	Iteration 1F: 3 clusters Score -5973872 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -5974499.000000 Penalty: 3489.710205
	Iteration 2Q: 3 clusters Score -5974499 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -5975269.000000 Penalty: 3489.710205
	Iteration 3Q: 3 clusters Score -5975269 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -5976182.000000 Penalty: 3489.710205
	Iteration 4Q: 3 clusters Score -5976182 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -5977269.500000 Penalty: 3489.710205
	Iteration 5Q: 3 clusters Score -5977270 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -5978694.500000 Penalty: 3489.710205
	Iteration 6F: 3 clusters Score -5978694 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -5980432.500000 Penalty: 3489.710205
	Iteration 7F: 3 clusters Score -5980432 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -5982435.500000 Penalty: 3489.710205
	Iteration 8F: 3 clusters Score -5982436 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -5984247.000000 Penalty: 3489.710205
	Iteration 9F: 3 clusters Score -5984247 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -5985291.500000 Penalty: 3489.710205
	Iteration 10Q: 3 clusters Score -5985292 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -5985743.000000 Penalty: 3489.710205
	Iteration 11Q: 3 clusters Score -5985743 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -5985953.000000 Penalty: 3489.710205
	Iteration 12Q: 3 clusters Score -5985953 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -5986133.000000 Penalty: 3489.710205
	Iteration 13Q: 3 clusters Score -5986133 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -5986207.500000 Penalty: 3489.710205
	Iteration 14Q: 3 clusters Score -5986208 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -5986302.000000 Penalty: 3489.710205
	Iteration 15Q: 3 clusters Score -5986302 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -5986384.500000 Penalty: 3489.710205
	Iteration 16Q: 3 clusters Score -5986384 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -5986481.000000 Penalty: 3489.710205
	Iteration 17Q: 3 clusters Score -5986481 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -5986588.000000 Penalty: 3489.710205
	Iteration 18Q: 3 clusters Score -5986588 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -5986694.000000 Penalty: 3489.710205
	Iteration 19Q: 3 clusters Score -5986694 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -5986804.500000 Penalty: 3489.710205
	Iteration 20F: 3 clusters Score -5986804 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -5986931.000000 Penalty: 3489.710205
	Iteration 21Q: 3 clusters Score -5986931 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -5987123.000000 Penalty: 3489.710205
	Iteration 22Q: 3 clusters Score -5987123 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -5987311.000000 Penalty: 3489.710205
	Iteration 23Q: 3 clusters Score -5987311 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -5987547.000000 Penalty: 3489.710205
	Iteration 24Q: 3 clusters Score -5987547 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -5987870.500000 Penalty: 3489.710205
	Iteration 25Q: 3 clusters Score -5987870 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -5988276.500000 Penalty: 3489.710205
	Iteration 26Q: 3 clusters Score -5988276 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -5988656.500000 Penalty: 3489.710205
	Iteration 27Q: 3 clusters Score -5988656 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -5989023.500000 Penalty: 3489.710205
	Iteration 28Q: 3 clusters Score -5989024 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -5989460.000000 Penalty: 3489.710205
	Iteration 29Q: 3 clusters Score -5989460 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -5989810.500000 Penalty: 3489.710205
	Iteration 30Q: 3 clusters Score -5989810 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -5990049.000000 Penalty: 3489.710205
	Iteration 31Q: 3 clusters Score -5990049 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -5990275.500000 Penalty: 3489.710205
	Iteration 32Q: 3 clusters Score -5990276 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -5990409.500000 Penalty: 3489.710205
	Iteration 33Q: 3 clusters Score -5990410 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -5990518.000000 Penalty: 3489.710205
	Iteration 34Q: 3 clusters Score -5990518 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -5990614.500000 Penalty: 3489.710205
	Iteration 35Q: 3 clusters Score -5990614 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -5990683.000000 Penalty: 3489.710205
	Iteration 36Q: 3 clusters Score -5990683 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -5990740.000000 Penalty: 3489.710205
	Iteration 37Q: 3 clusters Score -5990740 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -5990786.500000 Penalty: 3489.710205
	Iteration 38Q: 3 clusters Score -5990786 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -5990848.000000 Penalty: 3489.710205
	Iteration 39Q: 3 clusters Score -5990848 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -5990878.500000 Penalty: 3489.710205
	Iteration 40F: 3 clusters Score -5990878 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -5990869.500000 Penalty: 3489.710205
	Iteration 41Q: 3 clusters Score -5990870 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -5990903.500000 Penalty: 3489.710205
	Iteration 42Q: 3 clusters Score -5990904 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -5990917.000000 Penalty: 3489.710205
	Iteration 43Q: 3 clusters Score -5990917 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -5990949.500000 Penalty: 3489.710205
	Iteration 44Q: 3 clusters Score -5990950 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -5990953.500000 Penalty: 3489.710205
	Iteration 45Q: 3 clusters Score -5990954 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -5990974.000000 Penalty: 3489.710205
	Iteration 46Q: 3 clusters Score -5990974 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -5990990.000000 Penalty: 3489.710205
	Iteration 47Q: 3 clusters Score -5990990 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -5990996.000000 Penalty: 3489.710205
	Iteration 48Q: 3 clusters Score -5990996 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -5991007.500000 Penalty: 3489.710205
	Iteration 49Q: 3 clusters Score -5991008 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -5991031.000000 Penalty: 3489.710205
	Iteration 50Q: 3 clusters Score -5991031 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -5991056.000000 Penalty: 3489.710205
	Iteration 51Q: 3 clusters Score -5991056 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -5991094.000000 Penalty: 3489.710205
	Iteration 52Q: 3 clusters Score -5991094 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -5991079.500000 Penalty: 3489.710205
	Iteration 53Q: 3 clusters Score -5991080 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -5991099.000000 Penalty: 3489.710205
	Iteration 54Q: 3 clusters Score -5991099 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -5991109.000000 Penalty: 3489.710205
	Iteration 55Q: 3 clusters Score -5991109 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -5991104.000000 Penalty: 3489.710205
	Iteration 56Q: 3 clusters Score -5991104 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -5991096.500000 Penalty: 3489.710205
	Iteration 57Q: 3 clusters Score -5991096 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -5991090.500000 Penalty: 3489.710205
	Iteration 58Q: 3 clusters Score -5991090 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -5991095.500000 Penalty: 3489.710205
	Iteration 59Q: 3 clusters Score -5991096 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -5991115.500000 Penalty: 3489.710205
	Iteration 60F: 3 clusters Score -5991116 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -5991130.000000 Penalty: 3489.710205
	Iteration 61Q: 3 clusters Score -5991130 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -5991133.000000 Penalty: 3489.710205
	Iteration 62Q: 3 clusters Score -5991133 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -5991139.000000 Penalty: 3489.710205
	Iteration 63Q: 3 clusters Score -5991139 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -5991137.500000 Penalty: 3489.710205
	Iteration 64Q: 3 clusters Score -5991138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -5991150.500000 Penalty: 3489.710205
	Iteration 65Q: 3 clusters Score -5991150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -5991168.500000 Penalty: 3489.710205
	Iteration 66Q: 3 clusters Score -5991168 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5991155 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5991164 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -5991158.500000 Penalty: 3489.710205
	Iteration 69Q: 3 clusters Score -5991158 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -5991148.000000 Penalty: 3489.710205
	Iteration 70Q: 3 clusters Score -5991148 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5991158 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -5991148.500000 Penalty: 3489.710205
	Iteration 72Q: 3 clusters Score -5991148 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -5991156.000000 Penalty: 3489.710205
	Iteration 73Q: 3 clusters Score -5991156 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -5991152.000000 Penalty: 3489.710205
	Iteration 74Q: 3 clusters Score -5991152 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5991151 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5991172 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3525 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5991166 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5991155 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5991168 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -5991177.500000 Penalty: 3489.710205
	Iteration 80F: 3 clusters Score -5991178 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3440 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5991177 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5991180 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3420 members 
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Entering Unmasked Estep 
Score: -5991184.500000 Penalty: 3489.710205
	Iteration 83Q: 3 clusters Score -5991184 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -5991189.000000 Penalty: 3489.710205
	Iteration 84Q: 3 clusters Score -5991189 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5991187 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -5991194.000000 Penalty: 3489.710205
	Iteration 86Q: 3 clusters Score -5991194 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -5991191.000000 Penalty: 3489.710205
	Iteration 87Q: 3 clusters Score -5991191 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5991185 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3375 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5991194 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5991194 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5991194 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -5991198.500000 Penalty: 3489.710205
	Iteration 92Q: 3 clusters Score -5991198 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5991201.000000 Penalty: 3489.710205
	Iteration 93Q: 3 clusters Score -5991201 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5991204 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5991192 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -5991202.500000 Penalty: 3489.710205
	Iteration 96Q: 3 clusters Score -5991202 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -5991207.000000 Penalty: 3489.710205
	Iteration 97Q: 3 clusters Score -5991207 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -5991205.500000 Penalty: 3489.710205
	Iteration 98Q: 3 clusters Score -5991206 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5991208 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -5991207.500000 Penalty: 3489.710205
	Iteration 100F: 3 clusters Score -5991208 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5991206 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5991208 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5991208 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -5991215.500000 Penalty: 3489.710205
	Iteration 104Q: 3 clusters Score -5991216 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5991216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -5991218.000000 Penalty: 3489.710205
	Iteration 106Q: 3 clusters Score -5991218 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5991220 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5991230 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5991220 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3071 members 
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Entering Unmasked Estep 
Score: -5991227.000000 Penalty: 3489.710205
	Iteration 110Q: 3 clusters Score -5991227 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -5991238.500000 Penalty: 3489.710205
	Iteration 111Q: 3 clusters Score -5991238 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3039 members 
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Entering Unmasked Estep 
Score: -5991240.000000 Penalty: 3489.710205
	Iteration 112Q: 3 clusters Score -5991240 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3027 members 
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	Iteration 113Q: 3 clusters Score -5991250 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -5991249.500000 Penalty: 3489.710205
	Iteration 114Q: 3 clusters Score -5991250 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2992 members 
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Entering Unmasked Estep 
Score: -5991252.500000 Penalty: 3489.710205
	Iteration 115Q: 3 clusters Score -5991252 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5991250 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5991250 nChanged 6
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Mstep: Class 1 contains 2961 members 
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Score: -5991246.500000 Penalty: 3489.710205
	Iteration 118Q: 3 clusters Score -5991246 nChanged 7
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Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 43100 members 
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Score: -5991257.500000 Penalty: 3489.710205
	Iteration 119Q: 3 clusters Score -5991258 nChanged 4
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Mstep: Class 1 contains 2950 members 
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Entering Unmasked Estep 
Score: -5991254.000000 Penalty: 3489.710205
	Iteration 120F: 3 clusters Score -5991254 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2944 members 
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	Iteration 121Q: 3 clusters Score -5991256 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5991258 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5991252 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -5991259.000000 Penalty: 3489.710205
	Iteration 124Q: 3 clusters Score -5991259 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2918 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5991248 nChanged 6
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Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5991249 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5991253.500000 Penalty: 3489.710205
	Iteration 127Q: 3 clusters Score -5991254 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5991252 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -5991247.000000 Penalty: 3489.710205
	Iteration 129Q: 3 clusters Score -5991247 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -5991244.000000 Penalty: 3489.710205
	Iteration 130Q: 3 clusters Score -5991244 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5991244 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5991246 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -5991256.000000 Penalty: 3489.710205
	Iteration 133Q: 3 clusters Score -5991256 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5991248 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5991250 nChanged 12
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Entering Unmasked Estep 
Score: -5991262.000000 Penalty: 3489.710205
	Iteration 136Q: 3 clusters Score -5991262 nChanged 11
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	Iteration 137Q: 3 clusters Score -5991267 nChanged 7
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Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -5991270.000000 Penalty: 3489.710205
	Iteration 138Q: 3 clusters Score -5991270 nChanged 7
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Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -5991273.000000 Penalty: 3489.710205
	Iteration 139Q: 3 clusters Score -5991273 nChanged 10
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Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -5991276.500000 Penalty: 3489.710205
	Iteration 140F: 3 clusters Score -5991276 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2771 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5991274 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -5991272.500000 Penalty: 3489.710205
	Iteration 142Q: 3 clusters Score -5991272 nChanged 10
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Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5991262 nChanged 6
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Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -5991269.000000 Penalty: 3489.710205
	Iteration 144Q: 3 clusters Score -5991269 nChanged 4
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5991272 nChanged 5
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	Iteration 146Q: 3 clusters Score -5991273 nChanged 7
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Entering Unmasked Estep 
Score: -5991278.500000 Penalty: 3489.710205
	Iteration 147Q: 3 clusters Score -5991278 nChanged 9
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Score: -5991284.000000 Penalty: 3489.710205
	Iteration 148Q: 3 clusters Score -5991284 nChanged 5
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Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -5991286.000000 Penalty: 3489.710205
	Iteration 149Q: 3 clusters Score -5991286 nChanged 7
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Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5991286 nChanged 3
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Mstep: Class 1 contains 2709 members 
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Entering Unmasked Estep 
Score: -5991283.000000 Penalty: 3489.710205
	Iteration 151Q: 3 clusters Score -5991283 nChanged 5
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	Iteration 152Q: 3 clusters Score -5991284 nChanged 5
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Entering Unmasked Estep 
Score: -5991276.500000 Penalty: 3489.710205
	Iteration 153Q: 3 clusters Score -5991276 nChanged 7
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Mstep: Class 1 contains 2694 members 
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Entering Unmasked Estep 
Score: -5991281.500000 Penalty: 3489.710205
	Iteration 154Q: 3 clusters Score -5991282 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -5991281.500000 Penalty: 3489.710205
	Iteration 155Q: 3 clusters Score -5991282 nChanged 6
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -5991284 nChanged 5
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Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5991288 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -5991287 nChanged 2
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Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -5991294.000000 Penalty: 3489.710205
	Iteration 159Q: 3 clusters Score -5991294 nChanged 1
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Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -5991288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -5991282.500000 Penalty: 3489.710205
	Iteration 161Q: 3 clusters Score -5991282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -5991281.500000 Penalty: 3489.710205
	Iteration 162Q: 3 clusters Score -5991282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -5991275.500000 Penalty: 3489.710205
	Iteration 163Q: 3 clusters Score -5991276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -5991274.000000 Penalty: 3489.710205
	Iteration 164Q: 3 clusters Score -5991274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -5991274.500000 Penalty: 3489.710205
	Iteration 165Q: 3 clusters Score -5991274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -5991272.000000 Penalty: 3489.710205
	Iteration 166Q: 3 clusters Score -5991272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -5991272.000000 Penalty: 3489.710205
	Iteration 167F: 3 clusters Score -5991272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -61560.429688 Penalty: 1030.308350
	Iteration 0F: 2 clusters Score -61560.43 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 264 members 
Entering Unmasked Estep 
Score: -60511.406250 Penalty: 2060.616699
	Iteration 0F: 3 clusters Score -60511.41 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60769.980469 Penalty: 2060.616699
	Iteration 1F: 3 clusters Score -60769.98 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60978.878906 Penalty: 2060.616699
	Iteration 2F: 3 clusters Score -60978.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61148.312500 Penalty: 2060.616699
	Iteration 3F: 3 clusters Score -61148.31 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61296.835938 Penalty: 2060.616699
	Iteration 4F: 3 clusters Score -61296.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61415.242188 Penalty: 2060.616699
	Iteration 5Q: 3 clusters Score -61415.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61529.917969 Penalty: 2060.616699
	Iteration 6Q: 3 clusters Score -61529.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -61578.375000 Penalty: 2060.616699
	Iteration 7Q: 3 clusters Score -61578.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -61605.675781 Penalty: 2060.616699
	Iteration 8Q: 3 clusters Score -61605.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -61627.488281 Penalty: 2060.616699
	Iteration 9Q: 3 clusters Score -61627.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -61663.011719 Penalty: 2060.616699
	Iteration 10Q: 3 clusters Score -61663.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61691.035156 Penalty: 2060.616699
	Iteration 11Q: 3 clusters Score -61691.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61733.898438 Penalty: 2060.616699
	Iteration 12Q: 3 clusters Score -61733.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61756.394531 Penalty: 2060.616699
	Iteration 13Q: 3 clusters Score -61756.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61759.804688 Penalty: 2060.616699
	Iteration 14Q: 3 clusters Score -61759.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61764.507812 Penalty: 2060.616699
	Iteration 15Q: 3 clusters Score -61764.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61767.066406 Penalty: 2060.616699
	Iteration 16Q: 3 clusters Score -61767.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61767.066406 Penalty: 2060.616699
	Iteration 17F: 3 clusters Score -61767.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 46054 members 
Mstep: Class 3 contains 233 members 
Mstep: Class 5 contains 1017 members 
Mstep: Class 10 contains 22053 members 
Mstep: Class 11 contains 87669 members 
Mstep: Class 12 contains 847 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 105561 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 16632 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 18 contains 2133 members 
Mstep: Class 19 contains 114396 members 
Mstep: Class 20 contains 20946 members 
Entering Unmasked Estep 
Score: -54017320.000000 Penalty: 31573.416016
Splitting cluster 3 changes total score from -54018172.000000 to -54017320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Entering Unmasked Estep 
Score: -129621.585938 Penalty: 1125.249512
	Iteration 0F: 2 clusters Score -129621.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -128139.328125 Penalty: 2250.499023
	Iteration 0F: 3 clusters Score -128139.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -128383.656250 Penalty: 2250.499023
	Iteration 1F: 3 clusters Score -128383.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -128453.515625 Penalty: 2250.499023
	Iteration 2F: 3 clusters Score -128453.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -128534.960938 Penalty: 2250.499023
	Iteration 3F: 3 clusters Score -128535 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -128655.250000 Penalty: 2250.499023
	Iteration 4F: 3 clusters Score -128655.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -128805.171875 Penalty: 2250.499023
	Iteration 5F: 3 clusters Score -128805.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -128946.109375 Penalty: 2250.499023
	Iteration 6F: 3 clusters Score -128946.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -129107.890625 Penalty: 2250.499023
	Iteration 7F: 3 clusters Score -129107.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -129288.203125 Penalty: 2250.499023
	Iteration 8F: 3 clusters Score -129288.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -129453.976562 Penalty: 2250.499023
	Iteration 9Q: 3 clusters Score -129454 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -129675.859375 Penalty: 2250.499023
	Iteration 10F: 3 clusters Score -129675.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -129898.218750 Penalty: 2250.499023
	Iteration 11Q: 3 clusters Score -129898.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -130188.125000 Penalty: 2250.499023
	Iteration 12Q: 3 clusters Score -130188.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -130683.218750 Penalty: 2250.499023
	Iteration 13Q: 3 clusters Score -130683.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -131609.953125 Penalty: 2250.499023
	Iteration 14Q: 3 clusters Score -131610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -132408.015625 Penalty: 2250.499023
	Iteration 15Q: 3 clusters Score -132408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -132583.109375 Penalty: 2250.499023
	Iteration 16Q: 3 clusters Score -132583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -132600.062500 Penalty: 2250.499023
	Iteration 17Q: 3 clusters Score -132600.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -132613.609375 Penalty: 2250.499023
	Iteration 18Q: 3 clusters Score -132613.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -132613.609375 Penalty: 2250.499023
	Iteration 19F: 3 clusters Score -132613.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 46054 members 
Mstep: Class 3 contains 567 members 
Mstep: Class 5 contains 167 members 
Mstep: Class 10 contains 22053 members 
Mstep: Class 11 contains 87669 members 
Mstep: Class 12 contains 847 members 
Mstep: Class 13 contains 494 members 
Mstep: Class 14 contains 105561 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 16632 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 18 contains 2133 members 
Mstep: Class 19 contains 114396 members 
Mstep: Class 20 contains 20946 members 
Entering Unmasked Estep 
Score: -54020216.000000 Penalty: 31573.416016
Splitting cluster 5 changes total score from -54018172.000000 to -54020216.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 10 (22053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Entering Unmasked Estep 
Score: -2803042.750000 Penalty: 1625.195557
	Iteration 0F: 2 clusters Score -2803043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2787995.750000 Penalty: 3250.391113
	Iteration 0F: 3 clusters Score -2787996 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2793604.750000 Penalty: 3250.391113
	Iteration 1F: 3 clusters Score -2793605 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2794016.750000 Penalty: 3250.391113
	Iteration 2Q: 3 clusters Score -2794017 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2794474.000000 Penalty: 3250.391113
	Iteration 3Q: 3 clusters Score -2794474 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -2795063.500000 Penalty: 3250.391113
	Iteration 4F: 3 clusters Score -2795064 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2795715.250000 Penalty: 3250.391113
	Iteration 5F: 3 clusters Score -2795715 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2796520.500000 Penalty: 3250.391113
	Iteration 6F: 3 clusters Score -2796520 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2797471.500000 Penalty: 3250.391113
	Iteration 7F: 3 clusters Score -2797472 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2798321.250000 Penalty: 3250.391113
	Iteration 8F: 3 clusters Score -2798321 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2799033.750000 Penalty: 3250.391113
	Iteration 9Q: 3 clusters Score -2799034 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2799613.750000 Penalty: 3250.391113
	Iteration 10Q: 3 clusters Score -2799614 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2800030.500000 Penalty: 3250.391113
	Iteration 11Q: 3 clusters Score -2800030 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -2800348.500000 Penalty: 3250.391113
	Iteration 12Q: 3 clusters Score -2800348 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -2800624.750000 Penalty: 3250.391113
	Iteration 13Q: 3 clusters Score -2800625 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2800852.000000 Penalty: 3250.391113
	Iteration 14Q: 3 clusters Score -2800852 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2801031.000000 Penalty: 3250.391113
	Iteration 15Q: 3 clusters Score -2801031 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -2801192.750000 Penalty: 3250.391113
	Iteration 16Q: 3 clusters Score -2801193 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2801290.750000 Penalty: 3250.391113
	Iteration 17Q: 3 clusters Score -2801291 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -2801360.250000 Penalty: 3250.391113
	Iteration 18Q: 3 clusters Score -2801360 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -2801411.500000 Penalty: 3250.391113
	Iteration 19Q: 3 clusters Score -2801412 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -2801454.750000 Penalty: 3250.391113
	Iteration 20F: 3 clusters Score -2801455 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2801495.500000 Penalty: 3250.391113
	Iteration 21Q: 3 clusters Score -2801496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -2801533.000000 Penalty: 3250.391113
	Iteration 22Q: 3 clusters Score -2801533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -2801558.750000 Penalty: 3250.391113
	Iteration 23Q: 3 clusters Score -2801559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -2801575.750000 Penalty: 3250.391113
	Iteration 24Q: 3 clusters Score -2801576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2801579.750000 Penalty: 3250.391113
	Iteration 25Q: 3 clusters Score -2801580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -2801590.500000 Penalty: 3250.391113
	Iteration 26Q: 3 clusters Score -2801590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -2801589.250000 Penalty: 3250.391113
	Iteration 27Q: 3 clusters Score -2801589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -2801597.500000 Penalty: 3250.391113
	Iteration 28Q: 3 clusters Score -2801598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -2801607.250000 Penalty: 3250.391113
	Iteration 29Q: 3 clusters Score -2801607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -2801620.750000 Penalty: 3250.391113
	Iteration 30Q: 3 clusters Score -2801621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2801626.500000 Penalty: 3250.391113
	Iteration 31Q: 3 clusters Score -2801626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -2801637.750000 Penalty: 3250.391113
	Iteration 32Q: 3 clusters Score -2801638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -2801643.250000 Penalty: 3250.391113
	Iteration 33Q: 3 clusters Score -2801643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -2801654.750000 Penalty: 3250.391113
	Iteration 34Q: 3 clusters Score -2801655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -2801663.000000 Penalty: 3250.391113
	Iteration 35Q: 3 clusters Score -2801663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2801662.000000 Penalty: 3250.391113
	Iteration 36Q: 3 clusters Score -2801662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -2801666.250000 Penalty: 3250.391113
	Iteration 37Q: 3 clusters Score -2801666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -2801666.250000 Penalty: 3250.391113
	Iteration 38Q: 3 clusters Score -2801666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -2801666.500000 Penalty: 3250.391113
	Iteration 39Q: 3 clusters Score -2801666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -2801668.750000 Penalty: 3250.391113
	Iteration 40F: 3 clusters Score -2801669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -2801669.500000 Penalty: 3250.391113
	Iteration 41Q: 3 clusters Score -2801670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -2801669.500000 Penalty: 3250.391113
	Iteration 42F: 3 clusters Score -2801670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (87669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87669 members 
Entering Unmasked Estep 
Score: -11480134.000000 Penalty: 1849.465088
	Iteration 0F: 2 clusters Score -1.148013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -11433208.000000 Penalty: 3698.930176
	Iteration 0F: 3 clusters Score -1.143321e+07 nChanged 41712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -11457605.000000 Penalty: 3698.930176
	Iteration 1F: 3 clusters Score -1.14576e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -11458438.000000 Penalty: 3698.930176
	Iteration 2Q: 3 clusters Score -1.145844e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -11459418.000000 Penalty: 3698.930176
	Iteration 3Q: 3 clusters Score -1.145942e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -11460849.000000 Penalty: 3698.930176
	Iteration 4Q: 3 clusters Score -1.146085e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -11462708.000000 Penalty: 3698.930176
	Iteration 5Q: 3 clusters Score -1.146271e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -11465639.000000 Penalty: 3698.930176
	Iteration 6F: 3 clusters Score -1.146564e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -11469251.000000 Penalty: 3698.930176
	Iteration 7F: 3 clusters Score -1.146925e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -11472437.000000 Penalty: 3698.930176
	Iteration 8F: 3 clusters Score -1.147244e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -11474223.000000 Penalty: 3698.930176
	Iteration 9Q: 3 clusters Score -1.147422e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -11474800.000000 Penalty: 3698.930176
	Iteration 10Q: 3 clusters Score -1.14748e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -11475078.000000 Penalty: 3698.930176
	Iteration 11Q: 3 clusters Score -1.147508e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -11475107.000000 Penalty: 3698.930176
	Iteration 12Q: 3 clusters Score -1.147511e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -11475184.000000 Penalty: 3698.930176
	Iteration 13Q: 3 clusters Score -1.147518e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -11475248.000000 Penalty: 3698.930176
	Iteration 14Q: 3 clusters Score -1.147525e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -11475318.000000 Penalty: 3698.930176
	Iteration 15Q: 3 clusters Score -1.147532e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57281 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -11475370.000000 Penalty: 3698.930176
	Iteration 16Q: 3 clusters Score -1.147537e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58718 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -11475408.000000 Penalty: 3698.930176
	Iteration 17Q: 3 clusters Score -1.147541e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59936 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -11475373.000000 Penalty: 3698.930176
	Iteration 18Q: 3 clusters Score -1.147537e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61043 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -11475196.000000 Penalty: 3698.930176
	Iteration 19Q: 3 clusters Score -1.14752e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62002 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -11475160.000000 Penalty: 3698.930176
	Iteration 20F: 3 clusters Score -1.147516e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62826 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -11475095.000000 Penalty: 3698.930176
	Iteration 21Q: 3 clusters Score -1.14751e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63584 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -11475054.000000 Penalty: 3698.930176
	Iteration 22Q: 3 clusters Score -1.147505e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64251 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -11474930.000000 Penalty: 3698.930176
	Iteration 23Q: 3 clusters Score -1.147493e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64756 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -11474946.000000 Penalty: 3698.930176
	Iteration 24Q: 3 clusters Score -1.147495e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65224 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -11474933.000000 Penalty: 3698.930176
	Iteration 25Q: 3 clusters Score -1.147493e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65533 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -11474992.000000 Penalty: 3698.930176
	Iteration 26Q: 3 clusters Score -1.147499e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65714 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -11475033.000000 Penalty: 3698.930176
	Iteration 27Q: 3 clusters Score -1.147503e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65777 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -11475031.000000 Penalty: 3698.930176
	Iteration 28Q: 3 clusters Score -1.147503e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65750 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -11475063.000000 Penalty: 3698.930176
	Iteration 29Q: 3 clusters Score -1.147506e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -11475070.000000 Penalty: 3698.930176
	Iteration 30Q: 3 clusters Score -1.147507e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65419 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -11475128.000000 Penalty: 3698.930176
	Iteration 31Q: 3 clusters Score -1.147513e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65173 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -11475218.000000 Penalty: 3698.930176
	Iteration 32Q: 3 clusters Score -1.147522e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64904 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -11475202.000000 Penalty: 3698.930176
	Iteration 33Q: 3 clusters Score -1.14752e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64625 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -11475239.000000 Penalty: 3698.930176
	Iteration 34Q: 3 clusters Score -1.147524e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64272 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -11475285.000000 Penalty: 3698.930176
	Iteration 35Q: 3 clusters Score -1.147528e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63853 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -11475318.000000 Penalty: 3698.930176
	Iteration 36Q: 3 clusters Score -1.147532e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -11475419.000000 Penalty: 3698.930176
	Iteration 37Q: 3 clusters Score -1.147542e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62931 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -11475453.000000 Penalty: 3698.930176
	Iteration 38Q: 3 clusters Score -1.147545e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -11475507.000000 Penalty: 3698.930176
	Iteration 39Q: 3 clusters Score -1.147551e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -11475642.000000 Penalty: 3698.930176
	Iteration 40F: 3 clusters Score -1.147564e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61294 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -11475752.000000 Penalty: 3698.930176
	Iteration 41Q: 3 clusters Score -1.147575e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60661 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -11475796.000000 Penalty: 3698.930176
	Iteration 42Q: 3 clusters Score -1.14758e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60039 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -11475896.000000 Penalty: 3698.930176
	Iteration 43Q: 3 clusters Score -1.14759e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59414 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -11475965.000000 Penalty: 3698.930176
	Iteration 44Q: 3 clusters Score -1.147596e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58777 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -11476028.000000 Penalty: 3698.930176
	Iteration 45Q: 3 clusters Score -1.147603e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -11476085.000000 Penalty: 3698.930176
	Iteration 46Q: 3 clusters Score -1.147608e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57568 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -11476126.000000 Penalty: 3698.930176
	Iteration 47Q: 3 clusters Score -1.147613e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57025 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -11476087.000000 Penalty: 3698.930176
	Iteration 48Q: 3 clusters Score -1.147609e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56486 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -11476120.000000 Penalty: 3698.930176
	Iteration 49Q: 3 clusters Score -1.147612e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -11476139.000000 Penalty: 3698.930176
	Iteration 50Q: 3 clusters Score -1.147614e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55431 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -11476207.000000 Penalty: 3698.930176
	Iteration 51Q: 3 clusters Score -1.147621e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -11476193.000000 Penalty: 3698.930176
	Iteration 52Q: 3 clusters Score -1.147619e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -11476191.000000 Penalty: 3698.930176
	Iteration 53Q: 3 clusters Score -1.147619e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -11476159.000000 Penalty: 3698.930176
	Iteration 54Q: 3 clusters Score -1.147616e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -11476177.000000 Penalty: 3698.930176
	Iteration 55Q: 3 clusters Score -1.147618e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -11476197.000000 Penalty: 3698.930176
	Iteration 56Q: 3 clusters Score -1.14762e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -11476229.000000 Penalty: 3698.930176
	Iteration 57Q: 3 clusters Score -1.147623e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -11476212.000000 Penalty: 3698.930176
	Iteration 58Q: 3 clusters Score -1.147621e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -11476208.000000 Penalty: 3698.930176
	Iteration 59Q: 3 clusters Score -1.147621e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -11476183.000000 Penalty: 3698.930176
	Iteration 60F: 3 clusters Score -1.147618e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -11476112.000000 Penalty: 3698.930176
	Iteration 61Q: 3 clusters Score -1.147611e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -11476088.000000 Penalty: 3698.930176
	Iteration 62Q: 3 clusters Score -1.147609e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -11475986.000000 Penalty: 3698.930176
	Iteration 63Q: 3 clusters Score -1.147599e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -11475914.000000 Penalty: 3698.930176
	Iteration 64Q: 3 clusters Score -1.147591e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -11475932.000000 Penalty: 3698.930176
	Iteration 65Q: 3 clusters Score -1.147593e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -11475967.000000 Penalty: 3698.930176
	Iteration 66Q: 3 clusters Score -1.147597e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -11475918.000000 Penalty: 3698.930176
	Iteration 67Q: 3 clusters Score -1.147592e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -11475940.000000 Penalty: 3698.930176
	Iteration 68Q: 3 clusters Score -1.147594e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -11476011.000000 Penalty: 3698.930176
	Iteration 69Q: 3 clusters Score -1.147601e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -11476004.000000 Penalty: 3698.930176
	Iteration 70Q: 3 clusters Score -1.1476e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -11476204.000000 Penalty: 3698.930176
	Iteration 71Q: 3 clusters Score -1.14762e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -11476194.000000 Penalty: 3698.930176
	Iteration 72Q: 3 clusters Score -1.147619e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -11476257.000000 Penalty: 3698.930176
	Iteration 73Q: 3 clusters Score -1.147626e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
Score: -11476241.000000 Penalty: 3698.930176
	Iteration 74Q: 3 clusters Score -1.147624e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -11476293.000000 Penalty: 3698.930176
	Iteration 75Q: 3 clusters Score -1.147629e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -11476087.000000 Penalty: 3698.930176
	Iteration 76Q: 3 clusters Score -1.147609e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 68197 members 
Entering Unmasked Estep 
Score: -11475951.000000 Penalty: 3698.930176
	Iteration 77Q: 3 clusters Score -1.147595e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 71847 members 
Entering Unmasked Estep 
Score: -11475598.000000 Penalty: 3698.930176
	Iteration 78Q: 3 clusters Score -1.14756e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 74637 members 
Entering Unmasked Estep 
Score: -11475129.000000 Penalty: 3698.930176
	Iteration 79Q: 3 clusters Score -1.147513e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 76640 members 
Entering Unmasked Estep 
Score: -11476468.000000 Penalty: 3698.930176
	Iteration 80F: 3 clusters Score -1.147647e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 80175 members 
Entering Unmasked Estep 
Score: -11477082.000000 Penalty: 3698.930176
	Iteration 81Q: 3 clusters Score -1.147708e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 82476 members 
Entering Unmasked Estep 
Score: -11477481.000000 Penalty: 3698.930176
	Iteration 82Q: 3 clusters Score -1.147748e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 83835 members 
Entering Unmasked Estep 
Score: -11477712.000000 Penalty: 3698.930176
	Iteration 83Q: 3 clusters Score -1.147771e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 84647 members 
Entering Unmasked Estep 
Score: -11478008.000000 Penalty: 3698.930176
	Iteration 84Q: 3 clusters Score -1.147801e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 85164 members 
Entering Unmasked Estep 
Score: -11478216.000000 Penalty: 3698.930176
	Iteration 85Q: 3 clusters Score -1.147822e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 85500 members 
Entering Unmasked Estep 
Score: -11478355.000000 Penalty: 3698.930176
	Iteration 86Q: 3 clusters Score -1.147836e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 85711 members 
Entering Unmasked Estep 
Score: -11478472.000000 Penalty: 3698.930176
	Iteration 87Q: 3 clusters Score -1.147847e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 85860 members 
Entering Unmasked Estep 
Score: -11478536.000000 Penalty: 3698.930176
	Iteration 88Q: 3 clusters Score -1.147854e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 85975 members 
Entering Unmasked Estep 
Score: -11478561.000000 Penalty: 3698.930176
	Iteration 89Q: 3 clusters Score -1.147856e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 86066 members 
Entering Unmasked Estep 
Score: -11478570.000000 Penalty: 3698.930176
	Iteration 90Q: 3 clusters Score -1.147857e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 86141 members 
Entering Unmasked Estep 
Score: -11478583.000000 Penalty: 3698.930176
	Iteration 91Q: 3 clusters Score -1.147858e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 86210 members 
Entering Unmasked Estep 
Score: -11478589.000000 Penalty: 3698.930176
	Iteration 92Q: 3 clusters Score -1.147859e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 86261 members 
Entering Unmasked Estep 
Score: -11478598.000000 Penalty: 3698.930176
	Iteration 93Q: 3 clusters Score -1.14786e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 86314 members 
Entering Unmasked Estep 
Score: -11478650.000000 Penalty: 3698.930176
	Iteration 94Q: 3 clusters Score -1.147865e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 86351 members 
Entering Unmasked Estep 
Score: -11478662.000000 Penalty: 3698.930176
	Iteration 95Q: 3 clusters Score -1.147866e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 86378 members 
Entering Unmasked Estep 
Score: -11478664.000000 Penalty: 3698.930176
	Iteration 96Q: 3 clusters Score -1.147866e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 86406 members 
Entering Unmasked Estep 
Score: -11478679.000000 Penalty: 3698.930176
	Iteration 97Q: 3 clusters Score -1.147868e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 86428 members 
Entering Unmasked Estep 
Score: -11478693.000000 Penalty: 3698.930176
	Iteration 98Q: 3 clusters Score -1.147869e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 86445 members 
Entering Unmasked Estep 
Score: -11478696.000000 Penalty: 3698.930176
	Iteration 99Q: 3 clusters Score -1.14787e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 86461 members 
Entering Unmasked Estep 
Score: -11478697.000000 Penalty: 3698.930176
	Iteration 100F: 3 clusters Score -1.14787e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 86473 members 
Entering Unmasked Estep 
Score: -11478711.000000 Penalty: 3698.930176
	Iteration 101Q: 3 clusters Score -1.147871e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 86483 members 
Entering Unmasked Estep 
Score: -11478706.000000 Penalty: 3698.930176
	Iteration 102Q: 3 clusters Score -1.147871e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 86490 members 
Entering Unmasked Estep 
Score: -11478691.000000 Penalty: 3698.930176
	Iteration 103Q: 3 clusters Score -1.147869e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 86505 members 
Entering Unmasked Estep 
Score: -11478711.000000 Penalty: 3698.930176
	Iteration 104Q: 3 clusters Score -1.147871e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 86512 members 
Entering Unmasked Estep 
Score: -11478707.000000 Penalty: 3698.930176
	Iteration 105Q: 3 clusters Score -1.147871e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 86528 members 
Entering Unmasked Estep 
Score: -11478718.000000 Penalty: 3698.930176
	Iteration 106Q: 3 clusters Score -1.147872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 86540 members 
Entering Unmasked Estep 
Score: -11478746.000000 Penalty: 3698.930176
	Iteration 107Q: 3 clusters Score -1.147875e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 86550 members 
Entering Unmasked Estep 
Score: -11478749.000000 Penalty: 3698.930176
	Iteration 108Q: 3 clusters Score -1.147875e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 86566 members 
Entering Unmasked Estep 
Score: -11478752.000000 Penalty: 3698.930176
	Iteration 109Q: 3 clusters Score -1.147875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 86573 members 
Entering Unmasked Estep 
Score: -11478759.000000 Penalty: 3698.930176
	Iteration 110Q: 3 clusters Score -1.147876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 86573 members 
Entering Unmasked Estep 
Score: -11478752.000000 Penalty: 3698.930176
	Iteration 111Q: 3 clusters Score -1.147875e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 86573 members 
Entering Unmasked Estep 
Score: -11478760.000000 Penalty: 3698.930176
	Iteration 112Q: 3 clusters Score -1.147876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 86576 members 
Entering Unmasked Estep 
Score: -11478765.000000 Penalty: 3698.930176
	Iteration 113Q: 3 clusters Score -1.147876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 86579 members 
Entering Unmasked Estep 
Score: -11478759.000000 Penalty: 3698.930176
	Iteration 114Q: 3 clusters Score -1.147876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 86584 members 
Entering Unmasked Estep 
Score: -11478755.000000 Penalty: 3698.930176
	Iteration 115Q: 3 clusters Score -1.147876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 86584 members 
Entering Unmasked Estep 
Score: -11478755.000000 Penalty: 3698.930176
	Iteration 116F: 3 clusters Score -1.147876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -79877.953125 Penalty: 1095.526367
	Iteration 0F: 2 clusters Score -79877.95 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 433 members 
Entering Unmasked Estep 
Score: -78585.039062 Penalty: 2191.052734
	Iteration 0F: 3 clusters Score -78585.04 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -79002.929688 Penalty: 2191.052734
	Iteration 1F: 3 clusters Score -79002.93 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -79172.250000 Penalty: 2191.052734
	Iteration 2F: 3 clusters Score -79172.25 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -79292.093750 Penalty: 2191.052734
	Iteration 3F: 3 clusters Score -79292.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -79383.609375 Penalty: 2191.052734
	Iteration 4Q: 3 clusters Score -79383.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -79426.187500 Penalty: 2191.052734
	Iteration 5Q: 3 clusters Score -79426.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -79455.218750 Penalty: 2191.052734
	Iteration 6Q: 3 clusters Score -79455.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -79472.851562 Penalty: 2191.052734
	Iteration 7Q: 3 clusters Score -79472.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -79491.882812 Penalty: 2191.052734
	Iteration 8Q: 3 clusters Score -79491.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -79509.812500 Penalty: 2191.052734
	Iteration 9Q: 3 clusters Score -79509.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -79531.851562 Penalty: 2191.052734
	Iteration 10Q: 3 clusters Score -79531.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -79549.046875 Penalty: 2191.052734
	Iteration 11Q: 3 clusters Score -79549.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -79558.718750 Penalty: 2191.052734
	Iteration 12Q: 3 clusters Score -79558.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -79565.125000 Penalty: 2191.052734
	Iteration 13Q: 3 clusters Score -79565.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -79573.953125 Penalty: 2191.052734
	Iteration 14Q: 3 clusters Score -79573.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -79576.757812 Penalty: 2191.052734
	Iteration 15Q: 3 clusters Score -79576.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -79583.218750 Penalty: 2191.052734
	Iteration 16Q: 3 clusters Score -79583.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -79590.640625 Penalty: 2191.052734
	Iteration 17Q: 3 clusters Score -79590.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -79592.148438 Penalty: 2191.052734
	Iteration 18Q: 3 clusters Score -79592.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -79596.070312 Penalty: 2191.052734
	Iteration 19Q: 3 clusters Score -79596.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -79601.484375 Penalty: 2191.052734
	Iteration 20F: 3 clusters Score -79601.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -79614.007812 Penalty: 2191.052734
	Iteration 21Q: 3 clusters Score -79614.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -79618.585938 Penalty: 2191.052734
	Iteration 22Q: 3 clusters Score -79618.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -79618.585938 Penalty: 2191.052734
	Iteration 23F: 3 clusters Score -79618.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -31420.525391 Penalty: 1007.912048
	Iteration 0F: 2 clusters Score -31420.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30704.951172 Penalty: 2015.824097
	Iteration 0F: 3 clusters Score -30704.95 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -31286.492188 Penalty: 2015.824097
	Iteration 1F: 3 clusters Score -31286.49 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -31437.759766 Penalty: 2015.824097
	Iteration 2F: 3 clusters Score -31437.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -31490.009766 Penalty: 2015.824097
	Iteration 3Q: 3 clusters Score -31490.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -31567.818359 Penalty: 2015.824097
	Iteration 4Q: 3 clusters Score -31567.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -31610.171875 Penalty: 2015.824097
	Iteration 5Q: 3 clusters Score -31610.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -31652.125000 Penalty: 2015.824097
	Iteration 6Q: 3 clusters Score -31652.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -31704.861328 Penalty: 2015.824097
	Iteration 7Q: 3 clusters Score -31704.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -31796.763672 Penalty: 2015.824097
	Iteration 8Q: 3 clusters Score -31796.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -31964.783203 Penalty: 2015.824097
	Iteration 9Q: 3 clusters Score -31964.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -32046.644531 Penalty: 2015.824097
	Iteration 10Q: 3 clusters Score -32046.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -32077.992188 Penalty: 2015.824097
	Iteration 11Q: 3 clusters Score -32077.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -32082.517578 Penalty: 2015.824097
	Iteration 12Q: 3 clusters Score -32082.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -32084.267578 Penalty: 2015.824097
	Iteration 13Q: 3 clusters Score -32084.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -32085.916016 Penalty: 2015.824097
	Iteration 14Q: 3 clusters Score -32085.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -32086.941406 Penalty: 2015.824097
	Iteration 15Q: 3 clusters Score -32086.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -32087.650391 Penalty: 2015.824097
	Iteration 16Q: 3 clusters Score -32087.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -32087.650391 Penalty: 2015.824097
	Iteration 17F: 3 clusters Score -32087.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 46054 members 
Mstep: Class 3 contains 567 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 167 members 
Mstep: Class 10 contains 22053 members 
Mstep: Class 11 contains 87669 members 
Mstep: Class 12 contains 847 members 
Mstep: Class 13 contains 160 members 
Mstep: Class 14 contains 105561 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 16632 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 18 contains 2133 members 
Mstep: Class 19 contains 114396 members 
Mstep: Class 20 contains 20946 members 
Entering Unmasked Estep 
Score: -54019776.000000 Penalty: 33678.312500
Splitting cluster 13 changes total score from -54018172.000000 to -54019776.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 14 (105561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105561 members 
Entering Unmasked Estep 
Score: -13574709.000000 Penalty: 1879.644653
	Iteration 0F: 2 clusters Score -1.357471e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 52643 members 
Entering Unmasked Estep 
Score: -13507200.000000 Penalty: 3759.289307
	Iteration 0F: 3 clusters Score -1.35072e+07 nChanged 50405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -13536835.000000 Penalty: 3759.289307
	Iteration 1F: 3 clusters Score -1.353684e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -13538332.000000 Penalty: 3759.289307
	Iteration 2Q: 3 clusters Score -1.353833e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58739 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -13540552.000000 Penalty: 3759.289307
	Iteration 3Q: 3 clusters Score -1.354055e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61655 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -13543944.000000 Penalty: 3759.289307
	Iteration 4F: 3 clusters Score -1.354394e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65514 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -13549173.000000 Penalty: 3759.289307
	Iteration 5F: 3 clusters Score -1.354917e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69867 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -13555536.000000 Penalty: 3759.289307
	Iteration 6F: 3 clusters Score -1.355554e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -13561281.000000 Penalty: 3759.289307
	Iteration 7F: 3 clusters Score -1.356128e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -13565035.000000 Penalty: 3759.289307
	Iteration 8F: 3 clusters Score -1.356504e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78763 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -13567220.000000 Penalty: 3759.289307
	Iteration 9Q: 3 clusters Score -1.356722e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80617 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -13568680.000000 Penalty: 3759.289307
	Iteration 10Q: 3 clusters Score -1.356868e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82365 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -13569900.000000 Penalty: 3759.289307
	Iteration 11Q: 3 clusters Score -1.35699e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83927 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -13571083.000000 Penalty: 3759.289307
	Iteration 12Q: 3 clusters Score -1.357108e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85404 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -13572042.000000 Penalty: 3759.289307
	Iteration 13Q: 3 clusters Score -1.357204e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86740 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -13572998.000000 Penalty: 3759.289307
	Iteration 14Q: 3 clusters Score -1.3573e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87923 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -13573690.000000 Penalty: 3759.289307
	Iteration 15Q: 3 clusters Score -1.357369e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88928 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -13574118.000000 Penalty: 3759.289307
	Iteration 16Q: 3 clusters Score -1.357412e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89819 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -13574504.000000 Penalty: 3759.289307
	Iteration 17Q: 3 clusters Score -1.35745e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90639 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -13574766.000000 Penalty: 3759.289307
	Iteration 18Q: 3 clusters Score -1.357477e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91354 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -13574986.000000 Penalty: 3759.289307
	Iteration 19Q: 3 clusters Score -1.357499e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92005 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -13575216.000000 Penalty: 3759.289307
	Iteration 20F: 3 clusters Score -1.357522e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92628 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -13575413.000000 Penalty: 3759.289307
	Iteration 21Q: 3 clusters Score -1.357541e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93160 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -13575579.000000 Penalty: 3759.289307
	Iteration 22Q: 3 clusters Score -1.357558e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93629 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -13575701.000000 Penalty: 3759.289307
	Iteration 23Q: 3 clusters Score -1.35757e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94074 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -13575823.000000 Penalty: 3759.289307
	Iteration 24Q: 3 clusters Score -1.357582e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94457 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -13575864.000000 Penalty: 3759.289307
	Iteration 25Q: 3 clusters Score -1.357586e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94803 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -13575969.000000 Penalty: 3759.289307
	Iteration 26Q: 3 clusters Score -1.357597e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95114 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -13575979.000000 Penalty: 3759.289307
	Iteration 27Q: 3 clusters Score -1.357598e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95385 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -13576001.000000 Penalty: 3759.289307
	Iteration 28Q: 3 clusters Score -1.3576e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95613 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -13576051.000000 Penalty: 3759.289307
	Iteration 29Q: 3 clusters Score -1.357605e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95809 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -13576042.000000 Penalty: 3759.289307
	Iteration 30Q: 3 clusters Score -1.357604e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95988 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -13576073.000000 Penalty: 3759.289307
	Iteration 31Q: 3 clusters Score -1.357607e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96145 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -13576074.000000 Penalty: 3759.289307
	Iteration 32Q: 3 clusters Score -1.357607e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96288 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -13576065.000000 Penalty: 3759.289307
	Iteration 33Q: 3 clusters Score -1.357606e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96432 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -13576068.000000 Penalty: 3759.289307
	Iteration 34Q: 3 clusters Score -1.357607e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96554 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -13576089.000000 Penalty: 3759.289307
	Iteration 35Q: 3 clusters Score -1.357609e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96649 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -13576079.000000 Penalty: 3759.289307
	Iteration 36Q: 3 clusters Score -1.357608e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96752 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -13576095.000000 Penalty: 3759.289307
	Iteration 37Q: 3 clusters Score -1.35761e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96831 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -13576108.000000 Penalty: 3759.289307
	Iteration 38Q: 3 clusters Score -1.357611e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96908 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -13576093.000000 Penalty: 3759.289307
	Iteration 39Q: 3 clusters Score -1.357609e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96979 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -13576106.000000 Penalty: 3759.289307
	Iteration 40F: 3 clusters Score -1.357611e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97052 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -13576109.000000 Penalty: 3759.289307
	Iteration 41Q: 3 clusters Score -1.357611e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97132 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -13576089.000000 Penalty: 3759.289307
	Iteration 42Q: 3 clusters Score -1.357609e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97209 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -13576086.000000 Penalty: 3759.289307
	Iteration 43Q: 3 clusters Score -1.357609e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97264 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -13576091.000000 Penalty: 3759.289307
	Iteration 44Q: 3 clusters Score -1.357609e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97305 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -13576077.000000 Penalty: 3759.289307
	Iteration 45Q: 3 clusters Score -1.357608e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97344 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -13576081.000000 Penalty: 3759.289307
	Iteration 46Q: 3 clusters Score -1.357608e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97376 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -13576063.000000 Penalty: 3759.289307
	Iteration 47Q: 3 clusters Score -1.357606e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97407 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -13576069.000000 Penalty: 3759.289307
	Iteration 48Q: 3 clusters Score -1.357607e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97443 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -13576077.000000 Penalty: 3759.289307
	Iteration 49Q: 3 clusters Score -1.357608e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97474 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -13576097.000000 Penalty: 3759.289307
	Iteration 50Q: 3 clusters Score -1.35761e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97521 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -13576097.000000 Penalty: 3759.289307
	Iteration 51Q: 3 clusters Score -1.35761e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97567 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -13576107.000000 Penalty: 3759.289307
	Iteration 52Q: 3 clusters Score -1.357611e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97611 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -13576122.000000 Penalty: 3759.289307
	Iteration 53Q: 3 clusters Score -1.357612e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97649 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -13576128.000000 Penalty: 3759.289307
	Iteration 54Q: 3 clusters Score -1.357613e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97691 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -13576127.000000 Penalty: 3759.289307
	Iteration 55Q: 3 clusters Score -1.357613e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97729 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -13576106.000000 Penalty: 3759.289307
	Iteration 56Q: 3 clusters Score -1.357611e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97750 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -13576119.000000 Penalty: 3759.289307
	Iteration 57Q: 3 clusters Score -1.357612e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97777 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -13576101.000000 Penalty: 3759.289307
	Iteration 58Q: 3 clusters Score -1.35761e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97806 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -13576097.000000 Penalty: 3759.289307
	Iteration 59Q: 3 clusters Score -1.35761e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97836 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -13576097.000000 Penalty: 3759.289307
	Iteration 60F: 3 clusters Score -1.35761e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97868 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -13576086.000000 Penalty: 3759.289307
	Iteration 61Q: 3 clusters Score -1.357609e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97895 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -13576086.000000 Penalty: 3759.289307
	Iteration 62Q: 3 clusters Score -1.357609e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97924 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -13576081.000000 Penalty: 3759.289307
	Iteration 63Q: 3 clusters Score -1.357608e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97958 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -13576090.000000 Penalty: 3759.289307
	Iteration 64Q: 3 clusters Score -1.357609e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97991 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -13576069.000000 Penalty: 3759.289307
	Iteration 65Q: 3 clusters Score -1.357607e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98025 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -13576074.000000 Penalty: 3759.289307
	Iteration 66Q: 3 clusters Score -1.357607e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98055 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -13576075.000000 Penalty: 3759.289307
	Iteration 67Q: 3 clusters Score -1.357608e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98087 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -13576072.000000 Penalty: 3759.289307
	Iteration 68Q: 3 clusters Score -1.357607e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98122 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -13576085.000000 Penalty: 3759.289307
	Iteration 69Q: 3 clusters Score -1.357608e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98158 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -13576091.000000 Penalty: 3759.289307
	Iteration 70Q: 3 clusters Score -1.357609e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98192 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -13576096.000000 Penalty: 3759.289307
	Iteration 71Q: 3 clusters Score -1.35761e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98221 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -13576078.000000 Penalty: 3759.289307
	Iteration 72Q: 3 clusters Score -1.357608e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98252 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -13576073.000000 Penalty: 3759.289307
	Iteration 73Q: 3 clusters Score -1.357607e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98278 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -13576073.000000 Penalty: 3759.289307
	Iteration 74Q: 3 clusters Score -1.357607e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98303 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -13576065.000000 Penalty: 3759.289307
	Iteration 75Q: 3 clusters Score -1.357606e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98338 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -13576082.000000 Penalty: 3759.289307
	Iteration 76Q: 3 clusters Score -1.357608e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98365 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -13576067.000000 Penalty: 3759.289307
	Iteration 77Q: 3 clusters Score -1.357607e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98381 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -13576080.000000 Penalty: 3759.289307
	Iteration 78Q: 3 clusters Score -1.357608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98395 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -13576080.000000 Penalty: 3759.289307
	Iteration 79Q: 3 clusters Score -1.357608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98407 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -13576090.000000 Penalty: 3759.289307
	Iteration 80F: 3 clusters Score -1.357609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98417 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -13576097.000000 Penalty: 3759.289307
	Iteration 81Q: 3 clusters Score -1.35761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98431 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -13576106.000000 Penalty: 3759.289307
	Iteration 82Q: 3 clusters Score -1.357611e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98450 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -13576090.000000 Penalty: 3759.289307
	Iteration 83Q: 3 clusters Score -1.357609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98466 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -13576088.000000 Penalty: 3759.289307
	Iteration 84Q: 3 clusters Score -1.357609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98478 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -13576087.000000 Penalty: 3759.289307
	Iteration 85Q: 3 clusters Score -1.357609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98489 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -13576079.000000 Penalty: 3759.289307
	Iteration 86Q: 3 clusters Score -1.357608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98497 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -13576080.000000 Penalty: 3759.289307
	Iteration 87Q: 3 clusters Score -1.357608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98500 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -13576087.000000 Penalty: 3759.289307
	Iteration 88Q: 3 clusters Score -1.357609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98504 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -13576096.000000 Penalty: 3759.289307
	Iteration 89Q: 3 clusters Score -1.35761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98507 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -13576102.000000 Penalty: 3759.289307
	Iteration 90Q: 3 clusters Score -1.35761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98509 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -13576096.000000 Penalty: 3759.289307
	Iteration 91Q: 3 clusters Score -1.35761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98512 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -13576100.000000 Penalty: 3759.289307
	Iteration 92Q: 3 clusters Score -1.35761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98515 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -13576103.000000 Penalty: 3759.289307
	Iteration 93Q: 3 clusters Score -1.35761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98515 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -13576103.000000 Penalty: 3759.289307
	Iteration 94F: 3 clusters Score -1.35761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 46054 members 
Mstep: Class 3 contains 567 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 167 members 
Mstep: Class 6 contains 7046 members 
Mstep: Class 10 contains 22053 members 
Mstep: Class 11 contains 87669 members 
Mstep: Class 12 contains 847 members 
Mstep: Class 13 contains 160 members 
Mstep: Class 14 contains 98515 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 16632 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 18 contains 2133 members 
Mstep: Class 19 contains 114396 members 
Mstep: Class 20 contains 20946 members 
Entering Unmasked Estep 
Score: -54021012.000000 Penalty: 35783.207031
Splitting cluster 14 changes total score from -54018172.000000 to -54021012.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 15 (2991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Entering Unmasked Estep 
Score: -369519.062500 Penalty: 1300.546387
	Iteration 0F: 2 clusters Score -369519.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -366820.312500 Penalty: 2601.092773
	Iteration 0F: 3 clusters Score -366820.3 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -367450.343750 Penalty: 2601.092773
	Iteration 1F: 3 clusters Score -367450.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -367610.562500 Penalty: 2601.092773
	Iteration 2F: 3 clusters Score -367610.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -367763.125000 Penalty: 2601.092773
	Iteration 3F: 3 clusters Score -367763.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -367942.875000 Penalty: 2601.092773
	Iteration 4F: 3 clusters Score -367942.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -368144.281250 Penalty: 2601.092773
	Iteration 5F: 3 clusters Score -368144.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -368342.437500 Penalty: 2601.092773
	Iteration 6F: 3 clusters Score -368342.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -368538.437500 Penalty: 2601.092773
	Iteration 7F: 3 clusters Score -368538.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -368672.093750 Penalty: 2601.092773
	Iteration 8F: 3 clusters Score -368672.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -368770.468750 Penalty: 2601.092773
	Iteration 9Q: 3 clusters Score -368770.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -368831.468750 Penalty: 2601.092773
	Iteration 10Q: 3 clusters Score -368831.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -368874.125000 Penalty: 2601.092773
	Iteration 11Q: 3 clusters Score -368874.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -368902.031250 Penalty: 2601.092773
	Iteration 12Q: 3 clusters Score -368902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -368918.156250 Penalty: 2601.092773
	Iteration 13Q: 3 clusters Score -368918.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -368930.625000 Penalty: 2601.092773
	Iteration 14Q: 3 clusters Score -368930.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -368936.375000 Penalty: 2601.092773
	Iteration 15Q: 3 clusters Score -368936.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -368938.218750 Penalty: 2601.092773
	Iteration 16Q: 3 clusters Score -368938.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -368941.468750 Penalty: 2601.092773
	Iteration 17Q: 3 clusters Score -368941.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -368942.437500 Penalty: 2601.092773
	Iteration 18Q: 3 clusters Score -368942.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -368944.156250 Penalty: 2601.092773
	Iteration 19Q: 3 clusters Score -368944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -368944.718750 Penalty: 2601.092773
	Iteration 20F: 3 clusters Score -368944.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -368945.437500 Penalty: 2601.092773
	Iteration 21Q: 3 clusters Score -368945.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -368945.750000 Penalty: 2601.092773
	Iteration 22Q: 3 clusters Score -368945.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -368945.750000 Penalty: 2601.092773
	Iteration 23F: 3 clusters Score -368945.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Entering Unmasked Estep 
Score: -2168717.500000 Penalty: 1579.351074
	Iteration 0F: 2 clusters Score -2168718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2157240.500000 Penalty: 3158.702148
	Iteration 0F: 3 clusters Score -2157240 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2161248.250000 Penalty: 3158.702148
	Iteration 1F: 3 clusters Score -2161248 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2161572.000000 Penalty: 3158.702148
	Iteration 2F: 3 clusters Score -2161572 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2161867.000000 Penalty: 3158.702148
	Iteration 3Q: 3 clusters Score -2161867 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2162186.500000 Penalty: 3158.702148
	Iteration 4Q: 3 clusters Score -2162186 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2162593.500000 Penalty: 3158.702148
	Iteration 5Q: 3 clusters Score -2162594 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2163140.250000 Penalty: 3158.702148
	Iteration 6F: 3 clusters Score -2163140 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2163808.500000 Penalty: 3158.702148
	Iteration 7F: 3 clusters Score -2163808 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2164549.500000 Penalty: 3158.702148
	Iteration 8F: 3 clusters Score -2164550 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2165348.500000 Penalty: 3158.702148
	Iteration 9F: 3 clusters Score -2165348 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2165968.000000 Penalty: 3158.702148
	Iteration 10Q: 3 clusters Score -2165968 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2166425.000000 Penalty: 3158.702148
	Iteration 11Q: 3 clusters Score -2166425 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2166695.750000 Penalty: 3158.702148
	Iteration 12Q: 3 clusters Score -2166696 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2166861.500000 Penalty: 3158.702148
	Iteration 13Q: 3 clusters Score -2166862 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2166967.750000 Penalty: 3158.702148
	Iteration 14Q: 3 clusters Score -2166968 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2167057.750000 Penalty: 3158.702148
	Iteration 15Q: 3 clusters Score -2167058 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2167125.500000 Penalty: 3158.702148
	Iteration 16Q: 3 clusters Score -2167126 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2167167.250000 Penalty: 3158.702148
	Iteration 17Q: 3 clusters Score -2167167 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2167214.500000 Penalty: 3158.702148
	Iteration 18Q: 3 clusters Score -2167214 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2167249.500000 Penalty: 3158.702148
	Iteration 19Q: 3 clusters Score -2167250 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2167286.000000 Penalty: 3158.702148
	Iteration 20F: 3 clusters Score -2167286 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2167325.500000 Penalty: 3158.702148
	Iteration 21Q: 3 clusters Score -2167326 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2167363.500000 Penalty: 3158.702148
	Iteration 22Q: 3 clusters Score -2167364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2167390.500000 Penalty: 3158.702148
	Iteration 23Q: 3 clusters Score -2167390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2167410.750000 Penalty: 3158.702148
	Iteration 24Q: 3 clusters Score -2167411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2167432.000000 Penalty: 3158.702148
	Iteration 25Q: 3 clusters Score -2167432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2167454.500000 Penalty: 3158.702148
	Iteration 26Q: 3 clusters Score -2167454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2167462.500000 Penalty: 3158.702148
	Iteration 27Q: 3 clusters Score -2167462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2167474.750000 Penalty: 3158.702148
	Iteration 28Q: 3 clusters Score -2167475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2167480.000000 Penalty: 3158.702148
	Iteration 29Q: 3 clusters Score -2167480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2167481.000000 Penalty: 3158.702148
	Iteration 30Q: 3 clusters Score -2167481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2167486.250000 Penalty: 3158.702148
	Iteration 31Q: 3 clusters Score -2167486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2167492.000000 Penalty: 3158.702148
	Iteration 32Q: 3 clusters Score -2167492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2167493.000000 Penalty: 3158.702148
	Iteration 33Q: 3 clusters Score -2167493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2167495.250000 Penalty: 3158.702148
	Iteration 34Q: 3 clusters Score -2167495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2167495.000000 Penalty: 3158.702148
	Iteration 35Q: 3 clusters Score -2167495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2167496.500000 Penalty: 3158.702148
	Iteration 36Q: 3 clusters Score -2167496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2167496.000000 Penalty: 3158.702148
	Iteration 37Q: 3 clusters Score -2167496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2167498.750000 Penalty: 3158.702148
	Iteration 38Q: 3 clusters Score -2167499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2167497.500000 Penalty: 3158.702148
	Iteration 39Q: 3 clusters Score -2167498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2167499.750000 Penalty: 3158.702148
	Iteration 40F: 3 clusters Score -2167500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Entering Unmasked Estep 
Score: -76198.898438 Penalty: 1058.881348
	Iteration 0F: 2 clusters Score -76198.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75035.507812 Penalty: 2117.762695
	Iteration 0F: 3 clusters Score -75035.51 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75232.945312 Penalty: 2117.762695
	Iteration 1F: 3 clusters Score -75232.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75317.398438 Penalty: 2117.762695
	Iteration 2F: 3 clusters Score -75317.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -75402.929688 Penalty: 2117.762695
	Iteration 3F: 3 clusters Score -75402.93 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -75511.828125 Penalty: 2117.762695
	Iteration 4F: 3 clusters Score -75511.83 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -75639.101562 Penalty: 2117.762695
	Iteration 5F: 3 clusters Score -75639.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -75759.914062 Penalty: 2117.762695
	Iteration 6F: 3 clusters Score -75759.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -75894.226562 Penalty: 2117.762695
	Iteration 7Q: 3 clusters Score -75894.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -76005.046875 Penalty: 2117.762695
	Iteration 8Q: 3 clusters Score -76005.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -76112.328125 Penalty: 2117.762695
	Iteration 9Q: 3 clusters Score -76112.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -76180.882812 Penalty: 2117.762695
	Iteration 10Q: 3 clusters Score -76180.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76221.648438 Penalty: 2117.762695
	Iteration 11Q: 3 clusters Score -76221.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76252.929688 Penalty: 2117.762695
	Iteration 12Q: 3 clusters Score -76252.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76273.484375 Penalty: 2117.762695
	Iteration 13Q: 3 clusters Score -76273.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76276.218750 Penalty: 2117.762695
	Iteration 14Q: 3 clusters Score -76276.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76276.218750 Penalty: 2117.762695
	Iteration 15F: 3 clusters Score -76276.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 46054 members 
Mstep: Class 3 contains 567 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 167 members 
Mstep: Class 6 contains 7046 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 10 contains 22053 members 
Mstep: Class 11 contains 87669 members 
Mstep: Class 12 contains 847 members 
Mstep: Class 13 contains 160 members 
Mstep: Class 14 contains 98515 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 16632 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 2133 members 
Mstep: Class 19 contains 114396 members 
Mstep: Class 20 contains 20946 members 
Entering Unmasked Estep 
Score: -54020068.000000 Penalty: 37888.101562
Splitting cluster 17 changes total score from -54018172.000000 to -54020068.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 18 (2133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Entering Unmasked Estep 
Score: -278998.031250 Penalty: 1245.608765
	Iteration 0F: 2 clusters Score -278998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -276815.937500 Penalty: 2491.217529
	Iteration 0F: 3 clusters Score -276815.9 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -277278.968750 Penalty: 2491.217529
	Iteration 1F: 3 clusters Score -277279 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -277373.218750 Penalty: 2491.217529
	Iteration 2F: 3 clusters Score -277373.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -277432.562500 Penalty: 2491.217529
	Iteration 3Q: 3 clusters Score -277432.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -277474.187500 Penalty: 2491.217529
	Iteration 4Q: 3 clusters Score -277474.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -277499.750000 Penalty: 2491.217529
	Iteration 5Q: 3 clusters Score -277499.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -277511.500000 Penalty: 2491.217529
	Iteration 6Q: 3 clusters Score -277511.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -277517.125000 Penalty: 2491.217529
	Iteration 7Q: 3 clusters Score -277517.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -277525.218750 Penalty: 2491.217529
	Iteration 8Q: 3 clusters Score -277525.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -277530.593750 Penalty: 2491.217529
	Iteration 9Q: 3 clusters Score -277530.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -277535.125000 Penalty: 2491.217529
	Iteration 10Q: 3 clusters Score -277535.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -277538.093750 Penalty: 2491.217529
	Iteration 11Q: 3 clusters Score -277538.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -277539.093750 Penalty: 2491.217529
	Iteration 12Q: 3 clusters Score -277539.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -277539.625000 Penalty: 2491.217529
	Iteration 13Q: 3 clusters Score -277539.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -277540.781250 Penalty: 2491.217529
	Iteration 14Q: 3 clusters Score -277540.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -277542.937500 Penalty: 2491.217529
	Iteration 15Q: 3 clusters Score -277542.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -277546.656250 Penalty: 2491.217529
	Iteration 16Q: 3 clusters Score -277546.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -277549.218750 Penalty: 2491.217529
	Iteration 17Q: 3 clusters Score -277549.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -277550.718750 Penalty: 2491.217529
	Iteration 18Q: 3 clusters Score -277550.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -277551.062500 Penalty: 2491.217529
	Iteration 19Q: 3 clusters Score -277551.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -277552.937500 Penalty: 2491.217529
	Iteration 20F: 3 clusters Score -277552.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -277553.531250 Penalty: 2491.217529
	Iteration 21Q: 3 clusters Score -277553.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -277553.968750 Penalty: 2491.217529
	Iteration 22Q: 3 clusters Score -277554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -277554.750000 Penalty: 2491.217529
	Iteration 23Q: 3 clusters Score -277554.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -277554.750000 Penalty: 2491.217529
	Iteration 24F: 3 clusters Score -277554.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (114396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114396 members 
Entering Unmasked Estep 
Score: -14995817.000000 Penalty: 1892.706055
	Iteration 0F: 2 clusters Score -1.499582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -14926709.000000 Penalty: 3785.412109
	Iteration 0F: 3 clusters Score -1.492671e+07 nChanged 55016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -14958455.000000 Penalty: 3785.412109
	Iteration 1F: 3 clusters Score -1.495846e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -14959291.000000 Penalty: 3785.412109
	Iteration 2Q: 3 clusters Score -1.495929e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59684 members 
Mstep: Class 2 contains 54712 members 
Entering Unmasked Estep 
Score: -14960491.000000 Penalty: 3785.412109
	Iteration 3Q: 3 clusters Score -1.496049e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 55765 members 
Entering Unmasked Estep 
Score: -14962397.000000 Penalty: 3785.412109
	Iteration 4Q: 3 clusters Score -1.49624e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -14964945.000000 Penalty: 3785.412109
	Iteration 5F: 3 clusters Score -1.496494e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 61996 members 
Entering Unmasked Estep 
Score: -14968212.000000 Penalty: 3785.412109
	Iteration 6F: 3 clusters Score -1.496821e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
Score: -14972696.000000 Penalty: 3785.412109
	Iteration 7F: 3 clusters Score -1.49727e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 69014 members 
Entering Unmasked Estep 
Score: -14976418.000000 Penalty: 3785.412109
	Iteration 8F: 3 clusters Score -1.497642e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 70327 members 
Entering Unmasked Estep 
Score: -14978428.000000 Penalty: 3785.412109
	Iteration 9F: 3 clusters Score -1.497843e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 70170 members 
Entering Unmasked Estep 
Score: -14979743.000000 Penalty: 3785.412109
	Iteration 10Q: 3 clusters Score -1.497974e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 69193 members 
Entering Unmasked Estep 
Score: -14980484.000000 Penalty: 3785.412109
	Iteration 11Q: 3 clusters Score -1.498048e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 67659 members 
Entering Unmasked Estep 
Score: -14980951.000000 Penalty: 3785.412109
	Iteration 12Q: 3 clusters Score -1.498095e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 65550 members 
Entering Unmasked Estep 
Score: -14981543.000000 Penalty: 3785.412109
	Iteration 13Q: 3 clusters Score -1.498154e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 62679 members 
Entering Unmasked Estep 
Score: -14982084.000000 Penalty: 3785.412109
	Iteration 14Q: 3 clusters Score -1.498208e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -14982408.000000 Penalty: 3785.412109
	Iteration 15Q: 3 clusters Score -1.498241e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58869 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -14982439.000000 Penalty: 3785.412109
	Iteration 16Q: 3 clusters Score -1.498244e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -14981635.000000 Penalty: 3785.412109
	Iteration 17Q: 3 clusters Score -1.498164e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63938 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -14980812.000000 Penalty: 3785.412109
	Iteration 18Q: 3 clusters Score -1.498081e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64954 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -14980147.000000 Penalty: 3785.412109
	Iteration 19Q: 3 clusters Score -1.498015e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64993 members 
Mstep: Class 2 contains 49403 members 
Entering Unmasked Estep 
Score: -14979699.000000 Penalty: 3785.412109
	Iteration 20F: 3 clusters Score -1.49797e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64069 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -14979651.000000 Penalty: 3785.412109
	Iteration 21Q: 3 clusters Score -1.497965e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 52138 members 
Entering Unmasked Estep 
Score: -14980159.000000 Penalty: 3785.412109
	Iteration 22Q: 3 clusters Score -1.498016e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -14981174.000000 Penalty: 3785.412109
	Iteration 23Q: 3 clusters Score -1.498117e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 57973 members 
Entering Unmasked Estep 
Score: -14981738.000000 Penalty: 3785.412109
	Iteration 24Q: 3 clusters Score -1.498174e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 61692 members 
Entering Unmasked Estep 
Score: -14981742.000000 Penalty: 3785.412109
	Iteration 25Q: 3 clusters Score -1.498174e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 65280 members 
Entering Unmasked Estep 
Score: -14981844.000000 Penalty: 3785.412109
	Iteration 26Q: 3 clusters Score -1.498184e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 67935 members 
Entering Unmasked Estep 
Score: -14981661.000000 Penalty: 3785.412109
	Iteration 27Q: 3 clusters Score -1.498166e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 69446 members 
Entering Unmasked Estep 
Score: -14981241.000000 Penalty: 3785.412109
	Iteration 28Q: 3 clusters Score -1.498124e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 69888 members 
Entering Unmasked Estep 
Score: -14981161.000000 Penalty: 3785.412109
	Iteration 29Q: 3 clusters Score -1.498116e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 69571 members 
Entering Unmasked Estep 
Score: -14981508.000000 Penalty: 3785.412109
	Iteration 30Q: 3 clusters Score -1.498151e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 68657 members 
Entering Unmasked Estep 
Score: -14981848.000000 Penalty: 3785.412109
	Iteration 31Q: 3 clusters Score -1.498185e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 67236 members 
Entering Unmasked Estep 
Score: -14982282.000000 Penalty: 3785.412109
	Iteration 32Q: 3 clusters Score -1.498228e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -14982784.000000 Penalty: 3785.412109
	Iteration 33Q: 3 clusters Score -1.498278e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -14983083.000000 Penalty: 3785.412109
	Iteration 34Q: 3 clusters Score -1.498308e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -14983224.000000 Penalty: 3785.412109
	Iteration 35Q: 3 clusters Score -1.498322e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 56880 members 
Entering Unmasked Estep 
Score: -14983349.000000 Penalty: 3785.412109
	Iteration 36Q: 3 clusters Score -1.498335e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 54373 members 
Entering Unmasked Estep 
Score: -14982844.000000 Penalty: 3785.412109
	Iteration 37Q: 3 clusters Score -1.498284e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -14982427.000000 Penalty: 3785.412109
	Iteration 38Q: 3 clusters Score -1.498243e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62721 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
Score: -14981915.000000 Penalty: 3785.412109
	Iteration 39Q: 3 clusters Score -1.498192e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Mstep: Class 2 contains 51625 members 
Entering Unmasked Estep 
Score: -14981701.000000 Penalty: 3785.412109
	Iteration 40F: 3 clusters Score -1.49817e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61997 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -14981740.000000 Penalty: 3785.412109
	Iteration 41Q: 3 clusters Score -1.498174e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60481 members 
Mstep: Class 2 contains 53915 members 
Entering Unmasked Estep 
Score: -14982402.000000 Penalty: 3785.412109
	Iteration 42Q: 3 clusters Score -1.49824e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 55878 members 
Entering Unmasked Estep 
Score: -14982927.000000 Penalty: 3785.412109
	Iteration 43Q: 3 clusters Score -1.498293e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56228 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
Score: -14983121.000000 Penalty: 3785.412109
	Iteration 44Q: 3 clusters Score -1.498312e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -14983039.000000 Penalty: 3785.412109
	Iteration 45Q: 3 clusters Score -1.498304e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
Score: -14983022.000000 Penalty: 3785.412109
	Iteration 46Q: 3 clusters Score -1.498302e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -14983149.000000 Penalty: 3785.412109
	Iteration 47Q: 3 clusters Score -1.498315e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 65397 members 
Entering Unmasked Estep 
Score: -14983230.000000 Penalty: 3785.412109
	Iteration 48Q: 3 clusters Score -1.498323e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 65846 members 
Entering Unmasked Estep 
Score: -14983293.000000 Penalty: 3785.412109
	Iteration 49Q: 3 clusters Score -1.498329e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48635 members 
Mstep: Class 2 contains 65761 members 
Entering Unmasked Estep 
Score: -14983295.000000 Penalty: 3785.412109
	Iteration 50Q: 3 clusters Score -1.49833e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 65220 members 
Entering Unmasked Estep 
Score: -14983383.000000 Penalty: 3785.412109
	Iteration 51Q: 3 clusters Score -1.498338e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 64328 members 
Entering Unmasked Estep 
Score: -14983547.000000 Penalty: 3785.412109
	Iteration 52Q: 3 clusters Score -1.498355e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 63243 members 
Entering Unmasked Estep 
Score: -14983625.000000 Penalty: 3785.412109
	Iteration 53Q: 3 clusters Score -1.498362e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52461 members 
Mstep: Class 2 contains 61935 members 
Entering Unmasked Estep 
Score: -14983672.000000 Penalty: 3785.412109
	Iteration 54Q: 3 clusters Score -1.498367e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53799 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -14983871.000000 Penalty: 3785.412109
	Iteration 55Q: 3 clusters Score -1.498387e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54921 members 
Mstep: Class 2 contains 59475 members 
Entering Unmasked Estep 
Score: -14983846.000000 Penalty: 3785.412109
	Iteration 56Q: 3 clusters Score -1.498385e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 58558 members 
Entering Unmasked Estep 
Score: -14984053.000000 Penalty: 3785.412109
	Iteration 57Q: 3 clusters Score -1.498405e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56451 members 
Mstep: Class 2 contains 57945 members 
Entering Unmasked Estep 
Score: -14984089.000000 Penalty: 3785.412109
	Iteration 58Q: 3 clusters Score -1.498409e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56716 members 
Mstep: Class 2 contains 57680 members 
Entering Unmasked Estep 
Score: -14984024.000000 Penalty: 3785.412109
	Iteration 59Q: 3 clusters Score -1.498402e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56712 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -14983982.000000 Penalty: 3785.412109
	Iteration 60F: 3 clusters Score -1.498398e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 57881 members 
Entering Unmasked Estep 
Score: -14983976.000000 Penalty: 3785.412109
	Iteration 61Q: 3 clusters Score -1.498398e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 58280 members 
Entering Unmasked Estep 
Score: -14983982.000000 Penalty: 3785.412109
	Iteration 62Q: 3 clusters Score -1.498398e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 58829 members 
Entering Unmasked Estep 
Score: -14983954.000000 Penalty: 3785.412109
	Iteration 63Q: 3 clusters Score -1.498395e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -14983956.000000 Penalty: 3785.412109
	Iteration 64Q: 3 clusters Score -1.498396e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
Score: -14983976.000000 Penalty: 3785.412109
	Iteration 65Q: 3 clusters Score -1.498398e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53768 members 
Mstep: Class 2 contains 60628 members 
Entering Unmasked Estep 
Score: -14984031.000000 Penalty: 3785.412109
	Iteration 66Q: 3 clusters Score -1.498403e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -14984022.000000 Penalty: 3785.412109
	Iteration 67Q: 3 clusters Score -1.498402e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52888 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -14984031.000000 Penalty: 3785.412109
	Iteration 68Q: 3 clusters Score -1.498403e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52596 members 
Mstep: Class 2 contains 61800 members 
Entering Unmasked Estep 
Score: -14984013.000000 Penalty: 3785.412109
	Iteration 69Q: 3 clusters Score -1.498401e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52382 members 
Mstep: Class 2 contains 62014 members 
Entering Unmasked Estep 
Score: -14983996.000000 Penalty: 3785.412109
	Iteration 70Q: 3 clusters Score -1.4984e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 62123 members 
Entering Unmasked Estep 
Score: -14983964.000000 Penalty: 3785.412109
	Iteration 71Q: 3 clusters Score -1.498396e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52286 members 
Mstep: Class 2 contains 62110 members 
Entering Unmasked Estep 
Score: -14983995.000000 Penalty: 3785.412109
	Iteration 72Q: 3 clusters Score -1.4984e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52356 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -14983967.000000 Penalty: 3785.412109
	Iteration 73Q: 3 clusters Score -1.498397e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 61939 members 
Entering Unmasked Estep 
Score: -14984018.000000 Penalty: 3785.412109
	Iteration 74Q: 3 clusters Score -1.498402e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 61776 members 
Entering Unmasked Estep 
Score: -14984032.000000 Penalty: 3785.412109
	Iteration 75Q: 3 clusters Score -1.498403e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52802 members 
Mstep: Class 2 contains 61594 members 
Entering Unmasked Estep 
Score: -14984091.000000 Penalty: 3785.412109
	Iteration 76Q: 3 clusters Score -1.498409e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -14984134.000000 Penalty: 3785.412109
	Iteration 77Q: 3 clusters Score -1.498413e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53232 members 
Mstep: Class 2 contains 61164 members 
Entering Unmasked Estep 
Score: -14984197.000000 Penalty: 3785.412109
	Iteration 78Q: 3 clusters Score -1.49842e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 60979 members 
Entering Unmasked Estep 
Score: -14984238.000000 Penalty: 3785.412109
	Iteration 79Q: 3 clusters Score -1.498424e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 60821 members 
Entering Unmasked Estep 
Score: -14984280.000000 Penalty: 3785.412109
	Iteration 80F: 3 clusters Score -1.498428e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53712 members 
Mstep: Class 2 contains 60684 members 
Entering Unmasked Estep 
Score: -14984269.000000 Penalty: 3785.412109
	Iteration 81Q: 3 clusters Score -1.498427e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 60577 members 
Entering Unmasked Estep 
Score: -14984254.000000 Penalty: 3785.412109
	Iteration 82Q: 3 clusters Score -1.498425e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 60491 members 
Entering Unmasked Estep 
Score: -14984255.000000 Penalty: 3785.412109
	Iteration 83Q: 3 clusters Score -1.498426e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 60422 members 
Entering Unmasked Estep 
Score: -14984218.000000 Penalty: 3785.412109
	Iteration 84Q: 3 clusters Score -1.498422e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 60383 members 
Entering Unmasked Estep 
Score: -14984166.000000 Penalty: 3785.412109
	Iteration 85Q: 3 clusters Score -1.498417e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54014 members 
Mstep: Class 2 contains 60382 members 
Entering Unmasked Estep 
Score: -14984184.000000 Penalty: 3785.412109
	Iteration 86Q: 3 clusters Score -1.498418e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53973 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -14984194.000000 Penalty: 3785.412109
	Iteration 87Q: 3 clusters Score -1.498419e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -14984216.000000 Penalty: 3785.412109
	Iteration 88Q: 3 clusters Score -1.498422e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -14984210.000000 Penalty: 3785.412109
	Iteration 89Q: 3 clusters Score -1.498421e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53764 members 
Mstep: Class 2 contains 60632 members 
Entering Unmasked Estep 
Score: -14984228.000000 Penalty: 3785.412109
	Iteration 90Q: 3 clusters Score -1.498423e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 60640 members 
Entering Unmasked Estep 
Score: -14984251.000000 Penalty: 3785.412109
	Iteration 91Q: 3 clusters Score -1.498425e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -14984271.000000 Penalty: 3785.412109
	Iteration 92Q: 3 clusters Score -1.498427e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 60613 members 
Entering Unmasked Estep 
Score: -14984254.000000 Penalty: 3785.412109
	Iteration 93Q: 3 clusters Score -1.498425e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -14984251.000000 Penalty: 3785.412109
	Iteration 94Q: 3 clusters Score -1.498425e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -14984271.000000 Penalty: 3785.412109
	Iteration 95Q: 3 clusters Score -1.498427e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -14984238.000000 Penalty: 3785.412109
	Iteration 96Q: 3 clusters Score -1.498424e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 60592 members 
Entering Unmasked Estep 
Score: -14984248.000000 Penalty: 3785.412109
	Iteration 97Q: 3 clusters Score -1.498425e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53814 members 
Mstep: Class 2 contains 60582 members 
Entering Unmasked Estep 
Score: -14984278.000000 Penalty: 3785.412109
	Iteration 98Q: 3 clusters Score -1.498428e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 60576 members 
Entering Unmasked Estep 
Score: -14984269.000000 Penalty: 3785.412109
	Iteration 99Q: 3 clusters Score -1.498427e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -14984257.000000 Penalty: 3785.412109
	Iteration 100F: 3 clusters Score -1.498426e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53776 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -14984244.000000 Penalty: 3785.412109
	Iteration 101Q: 3 clusters Score -1.498424e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
Score: -14984263.000000 Penalty: 3785.412109
	Iteration 102Q: 3 clusters Score -1.498426e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53798 members 
Mstep: Class 2 contains 60598 members 
Entering Unmasked Estep 
Score: -14984280.000000 Penalty: 3785.412109
	Iteration 103Q: 3 clusters Score -1.498428e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53814 members 
Mstep: Class 2 contains 60582 members 
Entering Unmasked Estep 
Score: -14984251.000000 Penalty: 3785.412109
	Iteration 104Q: 3 clusters Score -1.498425e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 60555 members 
Entering Unmasked Estep 
Score: -14984236.000000 Penalty: 3785.412109
	Iteration 105Q: 3 clusters Score -1.498424e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 60531 members 
Entering Unmasked Estep 
Score: -14984290.000000 Penalty: 3785.412109
	Iteration 106Q: 3 clusters Score -1.498429e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -14984288.000000 Penalty: 3785.412109
	Iteration 107Q: 3 clusters Score -1.498429e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -14984293.000000 Penalty: 3785.412109
	Iteration 108Q: 3 clusters Score -1.498429e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 60511 members 
Entering Unmasked Estep 
Score: -14984297.000000 Penalty: 3785.412109
	Iteration 109Q: 3 clusters Score -1.49843e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53872 members 
Mstep: Class 2 contains 60524 members 
Entering Unmasked Estep 
Score: -14984360.000000 Penalty: 3785.412109
	Iteration 110Q: 3 clusters Score -1.498436e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53885 members 
Mstep: Class 2 contains 60511 members 
Entering Unmasked Estep 
Score: -14984344.000000 Penalty: 3785.412109
	Iteration 111Q: 3 clusters Score -1.498434e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 60501 members 
Entering Unmasked Estep 
Score: -14984366.000000 Penalty: 3785.412109
	Iteration 112Q: 3 clusters Score -1.498437e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 60482 members 
Entering Unmasked Estep 
Score: -14984410.000000 Penalty: 3785.412109
	Iteration 113Q: 3 clusters Score -1.498441e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -14984392.000000 Penalty: 3785.412109
	Iteration 114Q: 3 clusters Score -1.498439e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 60528 members 
Entering Unmasked Estep 
Score: -14984424.000000 Penalty: 3785.412109
	Iteration 115Q: 3 clusters Score -1.498442e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 60562 members 
Entering Unmasked Estep 
Score: -14984411.000000 Penalty: 3785.412109
	Iteration 116Q: 3 clusters Score -1.498441e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 60574 members 
Entering Unmasked Estep 
Score: -14984431.000000 Penalty: 3785.412109
	Iteration 117Q: 3 clusters Score -1.498443e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 60567 members 
Entering Unmasked Estep 
Score: -14984438.000000 Penalty: 3785.412109
	Iteration 118Q: 3 clusters Score -1.498444e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53838 members 
Mstep: Class 2 contains 60558 members 
Entering Unmasked Estep 
Score: -14984450.000000 Penalty: 3785.412109
	Iteration 119Q: 3 clusters Score -1.498445e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -14984502.000000 Penalty: 3785.412109
	Iteration 120F: 3 clusters Score -1.49845e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53805 members 
Mstep: Class 2 contains 60591 members 
Entering Unmasked Estep 
Score: -14984502.000000 Penalty: 3785.412109
	Iteration 121Q: 3 clusters Score -1.49845e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 60604 members 
Entering Unmasked Estep 
Score: -14984528.000000 Penalty: 3785.412109
	Iteration 122Q: 3 clusters Score -1.498453e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 60638 members 
Entering Unmasked Estep 
Score: -14984542.000000 Penalty: 3785.412109
	Iteration 123Q: 3 clusters Score -1.498454e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 60689 members 
Entering Unmasked Estep 
Score: -14984560.000000 Penalty: 3785.412109
	Iteration 124Q: 3 clusters Score -1.498456e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -14984522.000000 Penalty: 3785.412109
	Iteration 125Q: 3 clusters Score -1.498452e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -14984507.000000 Penalty: 3785.412109
	Iteration 126Q: 3 clusters Score -1.498451e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -14984511.000000 Penalty: 3785.412109
	Iteration 127Q: 3 clusters Score -1.498451e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 60841 members 
Entering Unmasked Estep 
Score: -14984516.000000 Penalty: 3785.412109
	Iteration 128Q: 3 clusters Score -1.498452e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -14984514.000000 Penalty: 3785.412109
	Iteration 129Q: 3 clusters Score -1.498451e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 60897 members 
Entering Unmasked Estep 
Score: -14984489.000000 Penalty: 3785.412109
	Iteration 130Q: 3 clusters Score -1.498449e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 60929 members 
Entering Unmasked Estep 
Score: -14984479.000000 Penalty: 3785.412109
	Iteration 131Q: 3 clusters Score -1.498448e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
Score: -14984518.000000 Penalty: 3785.412109
	Iteration 132Q: 3 clusters Score -1.498452e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -14984546.000000 Penalty: 3785.412109
	Iteration 133Q: 3 clusters Score -1.498455e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -14984557.000000 Penalty: 3785.412109
	Iteration 134Q: 3 clusters Score -1.498456e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 60832 members 
Entering Unmasked Estep 
Score: -14984562.000000 Penalty: 3785.412109
	Iteration 135Q: 3 clusters Score -1.498456e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53587 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -14984549.000000 Penalty: 3785.412109
	Iteration 136Q: 3 clusters Score -1.498455e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -14984557.000000 Penalty: 3785.412109
	Iteration 137Q: 3 clusters Score -1.498456e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53651 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -14984574.000000 Penalty: 3785.412109
	Iteration 138Q: 3 clusters Score -1.498457e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53666 members 
Mstep: Class 2 contains 60730 members 
Entering Unmasked Estep 
Score: -14984577.000000 Penalty: 3785.412109
	Iteration 139Q: 3 clusters Score -1.498458e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 60724 members 
Entering Unmasked Estep 
Score: -14984566.000000 Penalty: 3785.412109
	Iteration 140F: 3 clusters Score -1.498457e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -14984578.000000 Penalty: 3785.412109
	Iteration 141Q: 3 clusters Score -1.498458e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 60709 members 
Entering Unmasked Estep 
Score: -14984560.000000 Penalty: 3785.412109
	Iteration 142Q: 3 clusters Score -1.498456e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53698 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -14984547.000000 Penalty: 3785.412109
	Iteration 143Q: 3 clusters Score -1.498455e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 60696 members 
Entering Unmasked Estep 
Score: -14984547.000000 Penalty: 3785.412109
	Iteration 144Q: 3 clusters Score -1.498455e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53711 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -14984547.000000 Penalty: 3785.412109
	Iteration 145Q: 3 clusters Score -1.498455e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 60680 members 
Entering Unmasked Estep 
Score: -14984536.000000 Penalty: 3785.412109
	Iteration 146Q: 3 clusters Score -1.498454e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -14984538.000000 Penalty: 3785.412109
	Iteration 147Q: 3 clusters Score -1.498454e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -14984569.000000 Penalty: 3785.412109
	Iteration 148Q: 3 clusters Score -1.498457e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 60667 members 
Entering Unmasked Estep 
Score: -14984570.000000 Penalty: 3785.412109
	Iteration 149Q: 3 clusters Score -1.498457e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53727 members 
Mstep: Class 2 contains 60669 members 
Entering Unmasked Estep 
Score: -14984587.000000 Penalty: 3785.412109
	Iteration 150Q: 3 clusters Score -1.498459e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -14984584.000000 Penalty: 3785.412109
	Iteration 151Q: 3 clusters Score -1.498458e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53738 members 
Mstep: Class 2 contains 60658 members 
Entering Unmasked Estep 
Score: -14984582.000000 Penalty: 3785.412109
	Iteration 152Q: 3 clusters Score -1.498458e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53743 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -14984571.000000 Penalty: 3785.412109
	Iteration 153Q: 3 clusters Score -1.498457e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 60639 members 
Entering Unmasked Estep 
Score: -14984577.000000 Penalty: 3785.412109
	Iteration 154Q: 3 clusters Score -1.498458e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -14984588.000000 Penalty: 3785.412109
	Iteration 155Q: 3 clusters Score -1.498459e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -14984579.000000 Penalty: 3785.412109
	Iteration 156Q: 3 clusters Score -1.498458e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -14984581.000000 Penalty: 3785.412109
	Iteration 157Q: 3 clusters Score -1.498458e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53744 members 
Mstep: Class 2 contains 60652 members 
Entering Unmasked Estep 
Score: -14984589.000000 Penalty: 3785.412109
	Iteration 158Q: 3 clusters Score -1.498459e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53743 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -14984592.000000 Penalty: 3785.412109
	Iteration 159Q: 3 clusters Score -1.498459e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 60659 members 
Entering Unmasked Estep 
Score: -14984604.000000 Penalty: 3785.412109
	Iteration 160F: 3 clusters Score -1.49846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -14984613.000000 Penalty: 3785.412109
	Iteration 161Q: 3 clusters Score -1.498461e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53730 members 
Mstep: Class 2 contains 60666 members 
Entering Unmasked Estep 
Score: -14984622.000000 Penalty: 3785.412109
	Iteration 162Q: 3 clusters Score -1.498462e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53719 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -14984632.000000 Penalty: 3785.412109
	Iteration 163Q: 3 clusters Score -1.498463e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 60682 members 
Entering Unmasked Estep 
Score: -14984625.000000 Penalty: 3785.412109
	Iteration 164Q: 3 clusters Score -1.498462e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -14984625.000000 Penalty: 3785.412109
	Iteration 165Q: 3 clusters Score -1.498462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -14984625.000000 Penalty: 3785.412109
	Iteration 166Q: 3 clusters Score -1.498462e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53706 members 
Mstep: Class 2 contains 60690 members 
Entering Unmasked Estep 
Score: -14984634.000000 Penalty: 3785.412109
	Iteration 167Q: 3 clusters Score -1.498463e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 60692 members 
Entering Unmasked Estep 
Score: -14984643.000000 Penalty: 3785.412109
	Iteration 168Q: 3 clusters Score -1.498464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -14984642.000000 Penalty: 3785.412109
	Iteration 169Q: 3 clusters Score -1.498464e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -14984655.000000 Penalty: 3785.412109
	Iteration 170Q: 3 clusters Score -1.498466e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -14984631.000000 Penalty: 3785.412109
	Iteration 171Q: 3 clusters Score -1.498463e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 60697 members 
Entering Unmasked Estep 
Score: -14984639.000000 Penalty: 3785.412109
	Iteration 172Q: 3 clusters Score -1.498464e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -14984648.000000 Penalty: 3785.412109
	Iteration 173Q: 3 clusters Score -1.498465e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -14984650.000000 Penalty: 3785.412109
	Iteration 174Q: 3 clusters Score -1.498465e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 60731 members 
Entering Unmasked Estep 
Score: -14984647.000000 Penalty: 3785.412109
	Iteration 175Q: 3 clusters Score -1.498465e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 60738 members 
Entering Unmasked Estep 
Score: -14984649.000000 Penalty: 3785.412109
	Iteration 176Q: 3 clusters Score -1.498465e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -14984649.000000 Penalty: 3785.412109
	Iteration 177Q: 3 clusters Score -1.498465e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 60739 members 
Entering Unmasked Estep 
Score: -14984642.000000 Penalty: 3785.412109
	Iteration 178Q: 3 clusters Score -1.498464e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 60737 members 
Entering Unmasked Estep 
Score: -14984653.000000 Penalty: 3785.412109
	Iteration 179Q: 3 clusters Score -1.498465e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -14984644.000000 Penalty: 3785.412109
	Iteration 180F: 3 clusters Score -1.498464e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53645 members 
Mstep: Class 2 contains 60751 members 
Entering Unmasked Estep 
Score: -14984661.000000 Penalty: 3785.412109
	Iteration 181Q: 3 clusters Score -1.498466e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -14984661.000000 Penalty: 3785.412109
	Iteration 182Q: 3 clusters Score -1.498466e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 60754 members 
Entering Unmasked Estep 
Score: -14984661.000000 Penalty: 3785.412109
	Iteration 183Q: 3 clusters Score -1.498466e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -14984665.000000 Penalty: 3785.412109
	Iteration 184Q: 3 clusters Score -1.498466e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -14984664.000000 Penalty: 3785.412109
	Iteration 185Q: 3 clusters Score -1.498466e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -14984654.000000 Penalty: 3785.412109
	Iteration 186Q: 3 clusters Score -1.498465e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -14984676.000000 Penalty: 3785.412109
	Iteration 187Q: 3 clusters Score -1.498468e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -14984648.000000 Penalty: 3785.412109
	Iteration 188Q: 3 clusters Score -1.498465e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 60724 members 
Entering Unmasked Estep 
Score: -14984626.000000 Penalty: 3785.412109
	Iteration 189Q: 3 clusters Score -1.498463e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -14984638.000000 Penalty: 3785.412109
	Iteration 190Q: 3 clusters Score -1.498464e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 60720 members 
Entering Unmasked Estep 
Score: -14984636.000000 Penalty: 3785.412109
	Iteration 191Q: 3 clusters Score -1.498464e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -14984658.000000 Penalty: 3785.412109
	Iteration 192Q: 3 clusters Score -1.498466e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -14984646.000000 Penalty: 3785.412109
	Iteration 193Q: 3 clusters Score -1.498465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 60711 members 
Entering Unmasked Estep 
Score: -14984645.000000 Penalty: 3785.412109
	Iteration 194Q: 3 clusters Score -1.498464e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -14984637.000000 Penalty: 3785.412109
	Iteration 195Q: 3 clusters Score -1.498464e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53702 members 
Mstep: Class 2 contains 60694 members 
Entering Unmasked Estep 
Score: -14984658.000000 Penalty: 3785.412109
	Iteration 196Q: 3 clusters Score -1.498466e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 60700 members 
Entering Unmasked Estep 
Score: -14984644.000000 Penalty: 3785.412109
	Iteration 197Q: 3 clusters Score -1.498464e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 60703 members 
Entering Unmasked Estep 
Score: -14984671.000000 Penalty: 3785.412109
	Iteration 198Q: 3 clusters Score -1.498467e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -14984673.000000 Penalty: 3785.412109
	Iteration 199Q: 3 clusters Score -1.498467e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -14984676.000000 Penalty: 3785.412109
	Iteration 200F: 3 clusters Score -1.498468e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -14984677.000000 Penalty: 3785.412109
	Iteration 201Q: 3 clusters Score -1.498468e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
Score: -14984673.000000 Penalty: 3785.412109
	Iteration 202Q: 3 clusters Score -1.498467e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -14984674.000000 Penalty: 3785.412109
	Iteration 203Q: 3 clusters Score -1.498467e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 60700 members 
Entering Unmasked Estep 
Score: -14984680.000000 Penalty: 3785.412109
	Iteration 204Q: 3 clusters Score -1.498468e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53712 members 
Mstep: Class 2 contains 60684 members 
Entering Unmasked Estep 
Score: -14984675.000000 Penalty: 3785.412109
	Iteration 205Q: 3 clusters Score -1.498468e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 60692 members 
Entering Unmasked Estep 
Score: -14984691.000000 Penalty: 3785.412109
	Iteration 206Q: 3 clusters Score -1.498469e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53706 members 
Mstep: Class 2 contains 60690 members 
Entering Unmasked Estep 
Score: -14984679.000000 Penalty: 3785.412109
	Iteration 207Q: 3 clusters Score -1.498468e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -14984705.000000 Penalty: 3785.412109
	Iteration 208Q: 3 clusters Score -1.49847e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 60683 members 
Entering Unmasked Estep 
Score: -14984704.000000 Penalty: 3785.412109
	Iteration 209Q: 3 clusters Score -1.49847e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -14984694.000000 Penalty: 3785.412109
	Iteration 210Q: 3 clusters Score -1.498469e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -14984690.000000 Penalty: 3785.412109
	Iteration 211Q: 3 clusters Score -1.498469e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 60678 members 
Entering Unmasked Estep 
Score: -14984680.000000 Penalty: 3785.412109
	Iteration 212Q: 3 clusters Score -1.498468e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -14984691.000000 Penalty: 3785.412109
	Iteration 213Q: 3 clusters Score -1.498469e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 60647 members 
Entering Unmasked Estep 
Score: -14984682.000000 Penalty: 3785.412109
	Iteration 214Q: 3 clusters Score -1.498468e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 60638 members 
Entering Unmasked Estep 
Score: -14984688.000000 Penalty: 3785.412109
	Iteration 215Q: 3 clusters Score -1.498469e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 60641 members 
Entering Unmasked Estep 
Score: -14984680.000000 Penalty: 3785.412109
	Iteration 216Q: 3 clusters Score -1.498468e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 60642 members 
Entering Unmasked Estep 
Score: -14984676.000000 Penalty: 3785.412109
	Iteration 217Q: 3 clusters Score -1.498468e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -14984688.000000 Penalty: 3785.412109
	Iteration 218Q: 3 clusters Score -1.498469e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 60659 members 
Entering Unmasked Estep 
Score: -14984692.000000 Penalty: 3785.412109
	Iteration 219Q: 3 clusters Score -1.498469e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -14984686.000000 Penalty: 3785.412109
	Iteration 220F: 3 clusters Score -1.498469e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 60674 members 
Entering Unmasked Estep 
Score: -14984697.000000 Penalty: 3785.412109
	Iteration 221Q: 3 clusters Score -1.49847e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 60682 members 
Entering Unmasked Estep 
Score: -14984699.000000 Penalty: 3785.412109
	Iteration 222Q: 3 clusters Score -1.49847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -14984707.000000 Penalty: 3785.412109
	Iteration 223Q: 3 clusters Score -1.498471e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 60683 members 
Entering Unmasked Estep 
Score: -14984709.000000 Penalty: 3785.412109
	Iteration 224Q: 3 clusters Score -1.498471e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 60673 members 
Entering Unmasked Estep 
Score: -14984699.000000 Penalty: 3785.412109
	Iteration 225Q: 3 clusters Score -1.49847e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 60667 members 
Entering Unmasked Estep 
Score: -14984718.000000 Penalty: 3785.412109
	Iteration 226Q: 3 clusters Score -1.498472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53730 members 
Mstep: Class 2 contains 60666 members 
Entering Unmasked Estep 
Score: -14984713.000000 Penalty: 3785.412109
	Iteration 227Q: 3 clusters Score -1.498471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 60663 members 
Entering Unmasked Estep 
Score: -14984708.000000 Penalty: 3785.412109
	Iteration 228Q: 3 clusters Score -1.498471e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -14984708.000000 Penalty: 3785.412109
	Iteration 229Q: 3 clusters Score -1.498471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 60657 members 
Entering Unmasked Estep 
Score: -14984713.000000 Penalty: 3785.412109
	Iteration 230Q: 3 clusters Score -1.498471e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 60659 members 
Entering Unmasked Estep 
Score: -14984702.000000 Penalty: 3785.412109
	Iteration 231Q: 3 clusters Score -1.49847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -14984690.000000 Penalty: 3785.412109
	Iteration 232Q: 3 clusters Score -1.498469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -14984689.000000 Penalty: 3785.412109
	Iteration 233Q: 3 clusters Score -1.498469e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 60663 members 
Entering Unmasked Estep 
Score: -14984677.000000 Penalty: 3785.412109
	Iteration 234Q: 3 clusters Score -1.498468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -14984678.000000 Penalty: 3785.412109
	Iteration 235Q: 3 clusters Score -1.498468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -14984671.000000 Penalty: 3785.412109
	Iteration 236Q: 3 clusters Score -1.498467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 60676 members 
Entering Unmasked Estep 
Score: -14984664.000000 Penalty: 3785.412109
	Iteration 237Q: 3 clusters Score -1.498466e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53719 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -14984680.000000 Penalty: 3785.412109
	Iteration 238Q: 3 clusters Score -1.498468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -14984674.000000 Penalty: 3785.412109
	Iteration 239Q: 3 clusters Score -1.498467e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -14984677.000000 Penalty: 3785.412109
	Iteration 240F: 3 clusters Score -1.498468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 60663 members 
Entering Unmasked Estep 
Score: -14984672.000000 Penalty: 3785.412109
	Iteration 241Q: 3 clusters Score -1.498467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 60663 members 
Entering Unmasked Estep 
Score: -14984674.000000 Penalty: 3785.412109
	Iteration 242Q: 3 clusters Score -1.498467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 60664 members 
Entering Unmasked Estep 
Score: -14984673.000000 Penalty: 3785.412109
	Iteration 243Q: 3 clusters Score -1.498467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53730 members 
Mstep: Class 2 contains 60666 members 
Entering Unmasked Estep 
Score: -14984672.000000 Penalty: 3785.412109
	Iteration 244Q: 3 clusters Score -1.498467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -14984677.000000 Penalty: 3785.412109
	Iteration 245Q: 3 clusters Score -1.498468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -14984677.000000 Penalty: 3785.412109
	Iteration 246Q: 3 clusters Score -1.498468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -14984673.000000 Penalty: 3785.412109
	Iteration 247Q: 3 clusters Score -1.498467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 60664 members 
Entering Unmasked Estep 
Score: -14984668.000000 Penalty: 3785.412109
	Iteration 248Q: 3 clusters Score -1.498467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 60664 members 
Entering Unmasked Estep 
Score: -14984667.000000 Penalty: 3785.412109
	Iteration 249Q: 3 clusters Score -1.498467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 60663 members 
Entering Unmasked Estep 
Score: -14984667.000000 Penalty: 3785.412109
	Iteration 250Q: 3 clusters Score -1.498467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 60662 members 
Entering Unmasked Estep 
Score: -14984667.000000 Penalty: 3785.412109
	Iteration 251Q: 3 clusters Score -1.498467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -14984671.000000 Penalty: 3785.412109
	Iteration 252Q: 3 clusters Score -1.498467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -14984661.000000 Penalty: 3785.412109
	Iteration 253Q: 3 clusters Score -1.498466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 60656 members 
Entering Unmasked Estep 
Score: -14984661.000000 Penalty: 3785.412109
	Iteration 254Q: 3 clusters Score -1.498466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 60659 members 
Entering Unmasked Estep 
Score: -14984663.000000 Penalty: 3785.412109
	Iteration 255Q: 3 clusters Score -1.498466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -14984670.000000 Penalty: 3785.412109
	Iteration 256Q: 3 clusters Score -1.498467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -14984673.000000 Penalty: 3785.412109
	Iteration 257Q: 3 clusters Score -1.498467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 60663 members 
Entering Unmasked Estep 
Score: -14984666.000000 Penalty: 3785.412109
	Iteration 258Q: 3 clusters Score -1.498467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -14984666.000000 Penalty: 3785.412109
	Iteration 259Q: 3 clusters Score -1.498467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -14984676.000000 Penalty: 3785.412109
	Iteration 260F: 3 clusters Score -1.498468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -14984680.000000 Penalty: 3785.412109
	Iteration 261Q: 3 clusters Score -1.498468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 60675 members 
Entering Unmasked Estep 
Score: -14984694.000000 Penalty: 3785.412109
	Iteration 262Q: 3 clusters Score -1.498469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 60674 members 
Entering Unmasked Estep 
Score: -14984692.000000 Penalty: 3785.412109
	Iteration 263Q: 3 clusters Score -1.498469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -14984684.000000 Penalty: 3785.412109
	Iteration 264Q: 3 clusters Score -1.498468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -14984686.000000 Penalty: 3785.412109
	Iteration 265Q: 3 clusters Score -1.498469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53719 members 
Mstep: Class 2 contains 60677 members 
Entering Unmasked Estep 
Score: -14984696.000000 Penalty: 3785.412109
	Iteration 266Q: 3 clusters Score -1.49847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53715 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -14984713.000000 Penalty: 3785.412109
	Iteration 267Q: 3 clusters Score -1.498471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 60682 members 
Entering Unmasked Estep 
Score: -14984710.000000 Penalty: 3785.412109
	Iteration 268Q: 3 clusters Score -1.498471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -14984695.000000 Penalty: 3785.412109
	Iteration 269Q: 3 clusters Score -1.49847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 60689 members 
Entering Unmasked Estep 
Score: -14984699.000000 Penalty: 3785.412109
	Iteration 270Q: 3 clusters Score -1.49847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53706 members 
Mstep: Class 2 contains 60690 members 
Entering Unmasked Estep 
Score: -14984692.000000 Penalty: 3785.412109
	Iteration 271Q: 3 clusters Score -1.498469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 60692 members 
Entering Unmasked Estep 
Score: -14984711.000000 Penalty: 3785.412109
	Iteration 272Q: 3 clusters Score -1.498471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 60693 members 
Entering Unmasked Estep 
Score: -14984720.000000 Penalty: 3785.412109
	Iteration 273Q: 3 clusters Score -1.498472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 60693 members 
Entering Unmasked Estep 
Score: -14984720.000000 Penalty: 3785.412109
	Iteration 274F: 3 clusters Score -1.498472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Entering Unmasked Estep 
Score: -2753118.500000 Penalty: 1616.826782
	Iteration 0F: 2 clusters Score -2753118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2738857.500000 Penalty: 3233.653564
	Iteration 0F: 3 clusters Score -2738858 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2744060.750000 Penalty: 3233.653564
	Iteration 1F: 3 clusters Score -2744061 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2744331.250000 Penalty: 3233.653564
	Iteration 2Q: 3 clusters Score -2744331 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2744624.000000 Penalty: 3233.653564
	Iteration 3Q: 3 clusters Score -2744624 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2744916.500000 Penalty: 3233.653564
	Iteration 4Q: 3 clusters Score -2744916 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2745272.000000 Penalty: 3233.653564
	Iteration 5Q: 3 clusters Score -2745272 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2745717.500000 Penalty: 3233.653564
	Iteration 6Q: 3 clusters Score -2745718 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2746301.500000 Penalty: 3233.653564
	Iteration 7F: 3 clusters Score -2746302 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -2747127.000000 Penalty: 3233.653564
	Iteration 8F: 3 clusters Score -2747127 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2748194.500000 Penalty: 3233.653564
	Iteration 9F: 3 clusters Score -2748194 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2749205.250000 Penalty: 3233.653564
	Iteration 10F: 3 clusters Score -2749205 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2749984.000000 Penalty: 3233.653564
	Iteration 11Q: 3 clusters Score -2749984 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2750556.500000 Penalty: 3233.653564
	Iteration 12Q: 3 clusters Score -2750556 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2750895.250000 Penalty: 3233.653564
	Iteration 13Q: 3 clusters Score -2750895 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2751106.250000 Penalty: 3233.653564
	Iteration 14Q: 3 clusters Score -2751106 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2751272.750000 Penalty: 3233.653564
	Iteration 15Q: 3 clusters Score -2751273 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2751401.000000 Penalty: 3233.653564
	Iteration 16Q: 3 clusters Score -2751401 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2751487.500000 Penalty: 3233.653564
	Iteration 17Q: 3 clusters Score -2751488 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2751541.750000 Penalty: 3233.653564
	Iteration 18Q: 3 clusters Score -2751542 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2751578.000000 Penalty: 3233.653564
	Iteration 19Q: 3 clusters Score -2751578 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2751611.000000 Penalty: 3233.653564
	Iteration 20F: 3 clusters Score -2751611 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2751637.500000 Penalty: 3233.653564
	Iteration 21Q: 3 clusters Score -2751638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2751656.750000 Penalty: 3233.653564
	Iteration 22Q: 3 clusters Score -2751657 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2751663.750000 Penalty: 3233.653564
	Iteration 23Q: 3 clusters Score -2751664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2751671.750000 Penalty: 3233.653564
	Iteration 24Q: 3 clusters Score -2751672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2751672.250000 Penalty: 3233.653564
	Iteration 25Q: 3 clusters Score -2751672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2751673.750000 Penalty: 3233.653564
	Iteration 26Q: 3 clusters Score -2751674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2751674.750000 Penalty: 3233.653564
	Iteration 27Q: 3 clusters Score -2751675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2751676.750000 Penalty: 3233.653564
	Iteration 28Q: 3 clusters Score -2751677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2751681.000000 Penalty: 3233.653564
	Iteration 29Q: 3 clusters Score -2751681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2751683.250000 Penalty: 3233.653564
	Iteration 30Q: 3 clusters Score -2751683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2751685.500000 Penalty: 3233.653564
	Iteration 31Q: 3 clusters Score -2751686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2751685.500000 Penalty: 3233.653564
	Iteration 32Q: 3 clusters Score -2751686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2751685.250000 Penalty: 3233.653564
	Iteration 33Q: 3 clusters Score -2751685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2751684.750000 Penalty: 3233.653564
	Iteration 34Q: 3 clusters Score -2751685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2751685.000000 Penalty: 3233.653564
	Iteration 35Q: 3 clusters Score -2751685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2751689.500000 Penalty: 3233.653564
	Iteration 36Q: 3 clusters Score -2751690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2751691.250000 Penalty: 3233.653564
	Iteration 37Q: 3 clusters Score -2751691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2751695.500000 Penalty: 3233.653564
	Iteration 38Q: 3 clusters Score -2751696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2751699.500000 Penalty: 3233.653564
	Iteration 39Q: 3 clusters Score -2751700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2751697.000000 Penalty: 3233.653564
	Iteration 40F: 3 clusters Score -2751697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2751698.250000 Penalty: 3233.653564
	Iteration 41Q: 3 clusters Score -2751698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2751698.750000 Penalty: 3233.653564
	Iteration 42Q: 3 clusters Score -2751699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2751703.000000 Penalty: 3233.653564
	Iteration 43Q: 3 clusters Score -2751703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2751705.000000 Penalty: 3233.653564
	Iteration 44Q: 3 clusters Score -2751705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2751704.000000 Penalty: 3233.653564
	Iteration 45Q: 3 clusters Score -2751704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2751706.500000 Penalty: 3233.653564
	Iteration 46Q: 3 clusters Score -2751706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2751706.000000 Penalty: 3233.653564
	Iteration 47Q: 3 clusters Score -2751706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2751708.750000 Penalty: 3233.653564
	Iteration 48Q: 3 clusters Score -2751709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2751709.750000 Penalty: 3233.653564
	Iteration 49Q: 3 clusters Score -2751710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2751710.500000 Penalty: 3233.653564
	Iteration 50Q: 3 clusters Score -2751710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2751708.250000 Penalty: 3233.653564
	Iteration 51Q: 3 clusters Score -2751708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2751708.500000 Penalty: 3233.653564
	Iteration 52Q: 3 clusters Score -2751708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2751710.000000 Penalty: 3233.653564
	Iteration 53Q: 3 clusters Score -2751710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2751712.000000 Penalty: 3233.653564
	Iteration 54Q: 3 clusters Score -2751712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2751713.500000 Penalty: 3233.653564
	Iteration 55Q: 3 clusters Score -2751714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2751717.500000 Penalty: 3233.653564
	Iteration 56Q: 3 clusters Score -2751718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2751721.250000 Penalty: 3233.653564
	Iteration 57Q: 3 clusters Score -2751721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2751723.750000 Penalty: 3233.653564
	Iteration 58Q: 3 clusters Score -2751724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2751726.000000 Penalty: 3233.653564
	Iteration 59Q: 3 clusters Score -2751726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2751728.000000 Penalty: 3233.653564
	Iteration 60F: 3 clusters Score -2751728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2751727.250000 Penalty: 3233.653564
	Iteration 61Q: 3 clusters Score -2751727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2751728.250000 Penalty: 3233.653564
	Iteration 62Q: 3 clusters Score -2751728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2751727.000000 Penalty: 3233.653564
	Iteration 63Q: 3 clusters Score -2751727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2751727.000000 Penalty: 3233.653564
	Iteration 64F: 3 clusters Score -2751727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 2 contains 46054 members 
Mstep: Class 3 contains 567 members 
Mstep: Class 5 contains 167 members 
Mstep: Class 10 contains 22053 members 
Mstep: Class 11 contains 87669 members 
Mstep: Class 12 contains 847 members 
Mstep: Class 13 contains 160 members 
Mstep: Class 14 contains 98515 members 
Mstep: Class 15 contains 2991 members 
Mstep: Class 16 contains 16632 members 
Mstep: Class 17 contains 367 members 
Mstep: Class 18 contains 2133 members 
Mstep: Class 19 contains 114396 members 
Mstep: Class 20 contains 20946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1985.093994 but Gain 2104.894531
Score: -54024496.000000 Penalty: 35783.207031
Iteration 39Q: 18 clusters Score -5.40245e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 45648 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 334 members 
Mstep: Class 5 contains 325 members 
Mstep: Class 6 contains 6933 members 
Mstep: Class 10 contains 21690 members 
Mstep: Class 11 contains 87090 members 
Mstep: Class 12 contains 835 members 
Mstep: Class 13 contains 160 members 
Mstep: Class 14 contains 99613 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 16666 members 
Mstep: Class 17 contains 574 members 
Mstep: Class 18 contains 1993 members 
Mstep: Class 19 contains 114733 members 
Mstep: Class 20 contains 21002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54026540.000000 Penalty: 35783.207031
Iteration 40F: 18 clusters Score -5.402654e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 45257 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 4 contains 348 members 
Mstep: Class 5 contains 325 members 
Mstep: Class 6 contains 8109 members 
Mstep: Class 10 contains 21384 members 
Mstep: Class 11 contains 86435 members 
Mstep: Class 12 contains 801 members 
Mstep: Class 13 contains 182 members 
Mstep: Class 14 contains 100824 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 16675 members 
Mstep: Class 17 contains 652 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 113710 members 
Mstep: Class 20 contains 21066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030328.000000 Penalty: 35783.207031
Iteration 41Q: 18 clusters Score -5.403033e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 44795 members 
Mstep: Class 3 contains 556 members 
Mstep: Class 4 contains 361 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 8800 members 
Mstep: Class 10 contains 21119 members 
Mstep: Class 11 contains 85711 members 
Mstep: Class 12 contains 788 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 101709 members 
Mstep: Class 15 contains 2995 members 
Mstep: Class 16 contains 16641 members 
Mstep: Class 17 contains 666 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 19 contains 113699 members 
Mstep: Class 20 contains 21100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2051.505371 but Gain 2104.894531
Score: -54031552.000000 Penalty: 33678.312500
Iteration 42Q: 17 clusters Score -5.403155e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 44383 members 
Mstep: Class 3 contains 552 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 9378 members 
Mstep: Class 10 contains 21132 members 
Mstep: Class 11 contains 85288 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 13 contains 177 members 
Mstep: Class 14 contains 103330 members 
Mstep: Class 15 contains 2988 members 
Mstep: Class 16 contains 16646 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 19 contains 114014 members 
Mstep: Class 20 contains 21146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54033200.000000 Penalty: 33678.312500
Iteration 43Q: 17 clusters Score -5.40332e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 44046 members 
Mstep: Class 3 contains 549 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 9992 members 
Mstep: Class 10 contains 20897 members 
Mstep: Class 11 contains 84837 members 
Mstep: Class 12 contains 779 members 
Mstep: Class 13 contains 176 members 
Mstep: Class 14 contains 103697 members 
Mstep: Class 15 contains 2982 members 
Mstep: Class 16 contains 16738 members 
Mstep: Class 17 contains 674 members 
Mstep: Class 19 contains 113904 members 
Mstep: Class 20 contains 21212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54033920.000000 Penalty: 33678.312500
Iteration 44Q: 17 clusters Score -5.403392e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 43711 members 
Mstep: Class 3 contains 547 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 10573 members 
Mstep: Class 10 contains 20693 members 
Mstep: Class 11 contains 84497 members 
Mstep: Class 12 contains 775 members 
Mstep: Class 13 contains 175 members 
Mstep: Class 14 contains 103871 members 
Mstep: Class 15 contains 2983 members 
Mstep: Class 16 contains 16802 members 
Mstep: Class 17 contains 675 members 
Mstep: Class 19 contains 113894 members 
Mstep: Class 20 contains 21281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034072.000000 Penalty: 33678.312500
Iteration 45Q: 17 clusters Score -5.403407e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 43420 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 11121 members 
Mstep: Class 10 contains 20545 members 
Mstep: Class 11 contains 84223 members 
Mstep: Class 12 contains 775 members 
Mstep: Class 13 contains 175 members 
Mstep: Class 14 contains 103923 members 
Mstep: Class 15 contains 2981 members 
Mstep: Class 16 contains 16874 members 
Mstep: Class 17 contains 675 members 
Mstep: Class 19 contains 113872 members 
Mstep: Class 20 contains 21344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034296.000000 Penalty: 33678.312500
Iteration 46Q: 17 clusters Score -5.40343e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 43174 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 11658 members 
Mstep: Class 10 contains 20419 members 
Mstep: Class 11 contains 83972 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 175 members 
Mstep: Class 14 contains 103879 members 
Mstep: Class 15 contains 2979 members 
Mstep: Class 16 contains 16956 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 19 contains 113849 members 
Mstep: Class 20 contains 21417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034396.000000 Penalty: 33678.312500
Iteration 47Q: 17 clusters Score -5.40344e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 42940 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 12192 members 
Mstep: Class 10 contains 20325 members 
Mstep: Class 11 contains 83759 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 175 members 
Mstep: Class 14 contains 103798 members 
Mstep: Class 15 contains 2974 members 
Mstep: Class 16 contains 17039 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 19 contains 113795 members 
Mstep: Class 20 contains 21481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034564.000000 Penalty: 33678.312500
Iteration 48Q: 17 clusters Score -5.403456e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 42717 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 12705 members 
Mstep: Class 10 contains 20235 members 
Mstep: Class 11 contains 83574 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 175 members 
Mstep: Class 14 contains 103708 members 
Mstep: Class 15 contains 2970 members 
Mstep: Class 16 contains 17131 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 19 contains 113728 members 
Mstep: Class 20 contains 21535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034832.000000 Penalty: 33678.312500
Iteration 49Q: 17 clusters Score -5.403483e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 42473 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 13147 members 
Mstep: Class 10 contains 20169 members 
Mstep: Class 11 contains 83410 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 175 members 
Mstep: Class 14 contains 103605 members 
Mstep: Class 15 contains 2966 members 
Mstep: Class 16 contains 17247 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 19 contains 113681 members 
Mstep: Class 20 contains 21604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54035236.000000 Penalty: 33678.312500
Iteration 50Q: 17 clusters Score -5.403524e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 42249 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 13553 members 
Mstep: Class 10 contains 20119 members 
Mstep: Class 11 contains 83241 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 175 members 
Mstep: Class 14 contains 103580 members 
Mstep: Class 15 contains 2963 members 
Mstep: Class 16 contains 17342 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 19 contains 113612 members 
Mstep: Class 20 contains 21642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54035520.000000 Penalty: 33678.312500
Iteration 51Q: 17 clusters Score -5.403552e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 41989 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 13932 members 
Mstep: Class 10 contains 20071 members 
Mstep: Class 11 contains 83094 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 175 members 
Mstep: Class 14 contains 103552 members 
Mstep: Class 15 contains 2959 members 
Mstep: Class 16 contains 17414 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 19 contains 113607 members 
Mstep: Class 20 contains 21684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54035712.000000 Penalty: 33678.312500
Iteration 52Q: 17 clusters Score -5.403571e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 41725 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 14294 members 
Mstep: Class 10 contains 20024 members 
Mstep: Class 11 contains 82976 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 175 members 
Mstep: Class 14 contains 103535 members 
Mstep: Class 15 contains 2956 members 
Mstep: Class 16 contains 17482 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 19 contains 113584 members 
Mstep: Class 20 contains 21725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54035928.000000 Penalty: 33678.312500
Iteration 53Q: 17 clusters Score -5.403593e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 41478 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 14624 members 
Mstep: Class 10 contains 19995 members 
Mstep: Class 11 contains 82893 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 175 members 
Mstep: Class 14 contains 103525 members 
Mstep: Class 15 contains 2947 members 
Mstep: Class 16 contains 17547 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 19 contains 113537 members 
Mstep: Class 20 contains 21755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54036192.000000 Penalty: 33678.312500
Iteration 54Q: 17 clusters Score -5.403619e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 41258 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 14942 members 
Mstep: Class 10 contains 19964 members 
Mstep: Class 11 contains 82817 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 175 members 
Mstep: Class 14 contains 103498 members 
Mstep: Class 15 contains 2943 members 
Mstep: Class 16 contains 17597 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 19 contains 113488 members 
Mstep: Class 20 contains 21794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54036400.000000 Penalty: 33678.312500
Iteration 55Q: 17 clusters Score -5.40364e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 41048 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 15250 members 
Mstep: Class 10 contains 19933 members 
Mstep: Class 11 contains 82755 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 175 members 
Mstep: Class 14 contains 103444 members 
Mstep: Class 15 contains 2939 members 
Mstep: Class 16 contains 17674 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 19 contains 113442 members 
Mstep: Class 20 contains 21817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54036684.000000 Penalty: 33678.312500
Iteration 56Q: 17 clusters Score -5.403668e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 40822 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 15512 members 
Mstep: Class 10 contains 19892 members 
Mstep: Class 11 contains 82679 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 175 members 
Mstep: Class 14 contains 103444 members 
Mstep: Class 15 contains 2934 members 
Mstep: Class 16 contains 17737 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 19 contains 113441 members 
Mstep: Class 20 contains 21841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54036880.000000 Penalty: 33678.312500
Iteration 57Q: 17 clusters Score -5.403688e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 40616 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 15780 members 
Mstep: Class 10 contains 19847 members 
Mstep: Class 11 contains 82622 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 175 members 
Mstep: Class 14 contains 103411 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 16 contains 17793 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 19 contains 113434 members 
Mstep: Class 20 contains 21869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54037092.000000 Penalty: 33678.312500
Iteration 58Q: 17 clusters Score -5.403709e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 40398 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 16004 members 
Mstep: Class 10 contains 19831 members 
Mstep: Class 11 contains 82565 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 175 members 
Mstep: Class 14 contains 103415 members 
Mstep: Class 15 contains 2926 members 
Mstep: Class 16 contains 17857 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 19 contains 113408 members 
Mstep: Class 20 contains 21898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54037208.000000 Penalty: 33678.312500
Iteration 59Q: 17 clusters Score -5.403721e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 40214 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 372 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 16223 members 
Mstep: Class 10 contains 19821 members 
Mstep: Class 11 contains 82507 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 175 members 
Mstep: Class 14 contains 103385 members 
Mstep: Class 15 contains 2924 members 
Mstep: Class 16 contains 17919 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 19 contains 113388 members 
Mstep: Class 20 contains 21921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54037640.000000 Penalty: 33678.312500
Iteration 60F: 17 clusters Score -5.403764e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 40037 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 371 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 16392 members 
Mstep: Class 10 contains 19817 members 
Mstep: Class 11 contains 82443 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 103407 members 
Mstep: Class 15 contains 2921 members 
Mstep: Class 16 contains 17971 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 19 contains 113371 members 
Mstep: Class 20 contains 21943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54038272.000000 Penalty: 33678.312500
Iteration 61Q: 17 clusters Score -5.403827e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 39852 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 380 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 16557 members 
Mstep: Class 10 contains 19817 members 
Mstep: Class 11 contains 82382 members 
Mstep: Class 12 contains 772 members 
Mstep: Class 13 contains 194 members 
Mstep: Class 14 contains 103419 members 
Mstep: Class 15 contains 2919 members 
Mstep: Class 16 contains 18007 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 19 contains 113384 members 
Mstep: Class 20 contains 21964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54038544.000000 Penalty: 33678.312500
Iteration 62Q: 17 clusters Score -5.403854e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 39658 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 385 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 16699 members 
Mstep: Class 10 contains 19813 members 
Mstep: Class 11 contains 82337 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 193 members 
Mstep: Class 14 contains 103439 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18043 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 19 contains 113399 members 
Mstep: Class 20 contains 21997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54038760.000000 Penalty: 33678.312500
Iteration 63Q: 17 clusters Score -5.403876e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 39467 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 389 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 16852 members 
Mstep: Class 10 contains 19811 members 
Mstep: Class 11 contains 82302 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 192 members 
Mstep: Class 14 contains 103446 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18076 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 19 contains 113408 members 
Mstep: Class 20 contains 22022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54038808.000000 Penalty: 33678.312500
Iteration 64Q: 17 clusters Score -5.403881e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 39283 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 391 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 16998 members 
Mstep: Class 10 contains 19805 members 
Mstep: Class 11 contains 82267 members 
Mstep: Class 12 contains 763 members 
Mstep: Class 13 contains 193 members 
Mstep: Class 14 contains 103459 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18112 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 19 contains 113419 members 
Mstep: Class 20 contains 22040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54038864.000000 Penalty: 33678.312500
Iteration 65Q: 17 clusters Score -5.403886e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 39093 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 394 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17113 members 
Mstep: Class 10 contains 19806 members 
Mstep: Class 11 contains 82253 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 13 contains 194 members 
Mstep: Class 14 contains 103491 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18159 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 19 contains 113403 members 
Mstep: Class 20 contains 22065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039116.000000 Penalty: 33678.312500
Iteration 66Q: 17 clusters Score -5.403912e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 38906 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 397 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17203 members 
Mstep: Class 10 contains 19804 members 
Mstep: Class 11 contains 82238 members 
Mstep: Class 12 contains 755 members 
Mstep: Class 13 contains 195 members 
Mstep: Class 14 contains 103539 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18209 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 19 contains 113395 members 
Mstep: Class 20 contains 22088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039120.000000 Penalty: 33678.312500
Iteration 67Q: 17 clusters Score -5.403912e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 38742 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17292 members 
Mstep: Class 10 contains 19806 members 
Mstep: Class 11 contains 82219 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 195 members 
Mstep: Class 14 contains 103582 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18247 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 19 contains 113384 members 
Mstep: Class 20 contains 22110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039100.000000 Penalty: 33678.312500
Iteration 68Q: 17 clusters Score -5.40391e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 38568 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17380 members 
Mstep: Class 10 contains 19806 members 
Mstep: Class 11 contains 82213 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 195 members 
Mstep: Class 14 contains 103631 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18295 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 19 contains 113363 members 
Mstep: Class 20 contains 22126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039136.000000 Penalty: 33678.312500
Iteration 69Q: 17 clusters Score -5.403914e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 38417 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17463 members 
Mstep: Class 10 contains 19805 members 
Mstep: Class 11 contains 82207 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 195 members 
Mstep: Class 14 contains 103667 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18336 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 19 contains 113346 members 
Mstep: Class 20 contains 22141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039156.000000 Penalty: 33678.312500
Iteration 70Q: 17 clusters Score -5.403916e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 38271 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17544 members 
Mstep: Class 10 contains 19807 members 
Mstep: Class 11 contains 82205 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 195 members 
Mstep: Class 14 contains 103684 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18378 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 19 contains 113336 members 
Mstep: Class 20 contains 22157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039204.000000 Penalty: 33678.312500
Iteration 71Q: 17 clusters Score -5.40392e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 38131 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17622 members 
Mstep: Class 10 contains 19809 members 
Mstep: Class 11 contains 82202 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 195 members 
Mstep: Class 14 contains 103704 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18414 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 19 contains 113332 members 
Mstep: Class 20 contains 22168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039204.000000 Penalty: 33678.312500
Iteration 72Q: 17 clusters Score -5.40392e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 38006 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17701 members 
Mstep: Class 10 contains 19807 members 
Mstep: Class 11 contains 82207 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 195 members 
Mstep: Class 14 contains 103686 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18451 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 19 contains 113340 members 
Mstep: Class 20 contains 22184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039304.000000 Penalty: 33678.312500
Iteration 73Q: 17 clusters Score -5.40393e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 37888 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17759 members 
Mstep: Class 10 contains 19808 members 
Mstep: Class 11 contains 82220 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 195 members 
Mstep: Class 14 contains 103673 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18498 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 19 contains 113339 members 
Mstep: Class 20 contains 22196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039356.000000 Penalty: 33678.312500
Iteration 74Q: 17 clusters Score -5.403936e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 37777 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17822 members 
Mstep: Class 10 contains 19809 members 
Mstep: Class 11 contains 82229 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 195 members 
Mstep: Class 14 contains 103660 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18538 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 19 contains 113333 members 
Mstep: Class 20 contains 22211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039372.000000 Penalty: 33678.312500
Iteration 75Q: 17 clusters Score -5.403937e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 37660 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17868 members 
Mstep: Class 10 contains 19810 members 
Mstep: Class 11 contains 82236 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 195 members 
Mstep: Class 14 contains 103644 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18590 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 19 contains 113344 members 
Mstep: Class 20 contains 22227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039448.000000 Penalty: 33678.312500
Iteration 76Q: 17 clusters Score -5.403945e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 37548 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17916 members 
Mstep: Class 10 contains 19808 members 
Mstep: Class 11 contains 82252 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 195 members 
Mstep: Class 14 contains 103633 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18649 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 19 contains 113341 members 
Mstep: Class 20 contains 22231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039544.000000 Penalty: 33678.312500
Iteration 77Q: 17 clusters Score -5.403954e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 37455 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17961 members 
Mstep: Class 10 contains 19807 members 
Mstep: Class 11 contains 82261 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 195 members 
Mstep: Class 14 contains 103632 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18694 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 19 contains 113333 members 
Mstep: Class 20 contains 22235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039468.000000 Penalty: 33678.312500
Iteration 78Q: 17 clusters Score -5.403947e+07 nChanged 254
Entering ConstructFrom: 
Score: -54039468.000000 Penalty: 33678.312500
Entering ConstructFrom: 
Trying to split cluster 1 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -113196.039062 Penalty: 1105.929932
	Iteration 0F: 2 clusters Score -113196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -111844.875000 Penalty: 2211.859863
	Iteration 0F: 3 clusters Score -111844.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -112045.976562 Penalty: 2211.859863
	Iteration 1F: 3 clusters Score -112046 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -112100.195312 Penalty: 2211.859863
	Iteration 2F: 3 clusters Score -112100.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -112131.273438 Penalty: 2211.859863
	Iteration 3Q: 3 clusters Score -112131.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -112155.960938 Penalty: 2211.859863
	Iteration 4Q: 3 clusters Score -112156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -112174.710938 Penalty: 2211.859863
	Iteration 5Q: 3 clusters Score -112174.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -112185.250000 Penalty: 2211.859863
	Iteration 6Q: 3 clusters Score -112185.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -112193.273438 Penalty: 2211.859863
	Iteration 7Q: 3 clusters Score -112193.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -112198.218750 Penalty: 2211.859863
	Iteration 8Q: 3 clusters Score -112198.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -112204.765625 Penalty: 2211.859863
	Iteration 9Q: 3 clusters Score -112204.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -112215.414062 Penalty: 2211.859863
	Iteration 10Q: 3 clusters Score -112215.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -112226.757812 Penalty: 2211.859863
	Iteration 11Q: 3 clusters Score -112226.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -112232.429688 Penalty: 2211.859863
	Iteration 12Q: 3 clusters Score -112232.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -112241.062500 Penalty: 2211.859863
	Iteration 13Q: 3 clusters Score -112241.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -112244.218750 Penalty: 2211.859863
	Iteration 14Q: 3 clusters Score -112244.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -112248.117188 Penalty: 2211.859863
	Iteration 15Q: 3 clusters Score -112248.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -112249.625000 Penalty: 2211.859863
	Iteration 16Q: 3 clusters Score -112249.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -112252.703125 Penalty: 2211.859863
	Iteration 17Q: 3 clusters Score -112252.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -112254.085938 Penalty: 2211.859863
	Iteration 18Q: 3 clusters Score -112254.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -112255.742188 Penalty: 2211.859863
	Iteration 19Q: 3 clusters Score -112255.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -112257.367188 Penalty: 2211.859863
	Iteration 20F: 3 clusters Score -112257.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -112259.187500 Penalty: 2211.859863
	Iteration 21Q: 3 clusters Score -112259.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -112263.648438 Penalty: 2211.859863
	Iteration 22Q: 3 clusters Score -112263.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -112268.921875 Penalty: 2211.859863
	Iteration 23Q: 3 clusters Score -112268.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -112277.359375 Penalty: 2211.859863
	Iteration 24Q: 3 clusters Score -112277.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -112280.210938 Penalty: 2211.859863
	Iteration 25Q: 3 clusters Score -112280.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -112282.882812 Penalty: 2211.859863
	Iteration 26Q: 3 clusters Score -112282.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -112285.046875 Penalty: 2211.859863
	Iteration 27Q: 3 clusters Score -112285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -112286.375000 Penalty: 2211.859863
	Iteration 28Q: 3 clusters Score -112286.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -112289.937500 Penalty: 2211.859863
	Iteration 29Q: 3 clusters Score -112289.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -112293.281250 Penalty: 2211.859863
	Iteration 30Q: 3 clusters Score -112293.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -112299.289062 Penalty: 2211.859863
	Iteration 31Q: 3 clusters Score -112299.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -112303.945312 Penalty: 2211.859863
	Iteration 32Q: 3 clusters Score -112303.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -112306.070312 Penalty: 2211.859863
	Iteration 33Q: 3 clusters Score -112306.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -112307.414062 Penalty: 2211.859863
	Iteration 34Q: 3 clusters Score -112307.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -112309.289062 Penalty: 2211.859863
	Iteration 35Q: 3 clusters Score -112309.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -112312.976562 Penalty: 2211.859863
	Iteration 36Q: 3 clusters Score -112313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -112319.617188 Penalty: 2211.859863
	Iteration 37Q: 3 clusters Score -112319.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -112321.273438 Penalty: 2211.859863
	Iteration 38Q: 3 clusters Score -112321.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -112323.937500 Penalty: 2211.859863
	Iteration 39Q: 3 clusters Score -112323.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -112328.507812 Penalty: 2211.859863
	Iteration 40F: 3 clusters Score -112328.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -112330.890625 Penalty: 2211.859863
	Iteration 41Q: 3 clusters Score -112330.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -112334.789062 Penalty: 2211.859863
	Iteration 42Q: 3 clusters Score -112334.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -112338.554688 Penalty: 2211.859863
	Iteration 43Q: 3 clusters Score -112338.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -112340.187500 Penalty: 2211.859863
	Iteration 44Q: 3 clusters Score -112340.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -112341.101562 Penalty: 2211.859863
	Iteration 45Q: 3 clusters Score -112341.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -112341.085938 Penalty: 2211.859863
	Iteration 46Q: 3 clusters Score -112341.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -112341.085938 Penalty: 2211.859863
	Iteration 47F: 3 clusters Score -112341.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Entering Unmasked Estep 
Score: -4872486.000000 Penalty: 1710.862183
	Iteration 0F: 2 clusters Score -4872486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -4847254.500000 Penalty: 3421.724365
	Iteration 0F: 3 clusters Score -4847254 nChanged 17416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -4857082.000000 Penalty: 3421.724365
	Iteration 1F: 3 clusters Score -4857082 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -4857456.500000 Penalty: 3421.724365
	Iteration 2Q: 3 clusters Score -4857456 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -4857925.500000 Penalty: 3421.724365
	Iteration 3Q: 3 clusters Score -4857926 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -4858593.500000 Penalty: 3421.724365
	Iteration 4Q: 3 clusters Score -4858594 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -4859676.500000 Penalty: 3421.724365
	Iteration 5F: 3 clusters Score -4859676 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -4861640.500000 Penalty: 3421.724365
	Iteration 6F: 3 clusters Score -4861640 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -4864501.500000 Penalty: 3421.724365
	Iteration 7F: 3 clusters Score -4864502 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -4867549.500000 Penalty: 3421.724365
	Iteration 8F: 3 clusters Score -4867550 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4869593.000000 Penalty: 3421.724365
	Iteration 9F: 3 clusters Score -4869593 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4870456.000000 Penalty: 3421.724365
	Iteration 10Q: 3 clusters Score -4870456 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4870760.000000 Penalty: 3421.724365
	Iteration 11Q: 3 clusters Score -4870760 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4870872.500000 Penalty: 3421.724365
	Iteration 12Q: 3 clusters Score -4870872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4870927.000000 Penalty: 3421.724365
	Iteration 13Q: 3 clusters Score -4870927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4870951.000000 Penalty: 3421.724365
	Iteration 14Q: 3 clusters Score -4870951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4870969.500000 Penalty: 3421.724365
	Iteration 15Q: 3 clusters Score -4870970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4870987.000000 Penalty: 3421.724365
	Iteration 16Q: 3 clusters Score -4870987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4870995.000000 Penalty: 3421.724365
	Iteration 17Q: 3 clusters Score -4870995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4870997.500000 Penalty: 3421.724365
	Iteration 18Q: 3 clusters Score -4870998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4870997.500000 Penalty: 3421.724365
	Iteration 19F: 3 clusters Score -4870998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -59045.007812 Penalty: 1023.877747
	Iteration 0F: 2 clusters Score -59045.01 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 252 members 
Entering Unmasked Estep 
Score: -58026.632812 Penalty: 2047.755493
	Iteration 0F: 3 clusters Score -58026.63 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58351.378906 Penalty: 2047.755493
	Iteration 1F: 3 clusters Score -58351.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -58501.328125 Penalty: 2047.755493
	Iteration 2F: 3 clusters Score -58501.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -58632.054688 Penalty: 2047.755493
	Iteration 3F: 3 clusters Score -58632.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -58690.363281 Penalty: 2047.755493
	Iteration 4Q: 3 clusters Score -58690.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -58730.207031 Penalty: 2047.755493
	Iteration 5Q: 3 clusters Score -58730.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -58772.714844 Penalty: 2047.755493
	Iteration 6Q: 3 clusters Score -58772.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -58795.714844 Penalty: 2047.755493
	Iteration 7Q: 3 clusters Score -58795.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -58819.179688 Penalty: 2047.755493
	Iteration 8Q: 3 clusters Score -58819.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -58832.066406 Penalty: 2047.755493
	Iteration 9Q: 3 clusters Score -58832.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -58846.355469 Penalty: 2047.755493
	Iteration 10Q: 3 clusters Score -58846.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -58858.699219 Penalty: 2047.755493
	Iteration 11Q: 3 clusters Score -58858.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -58868.019531 Penalty: 2047.755493
	Iteration 12Q: 3 clusters Score -58868.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -58868.347656 Penalty: 2047.755493
	Iteration 13F: 3 clusters Score -58868.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -58883.644531 Penalty: 2047.755493
	Iteration 14Q: 3 clusters Score -58883.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -58937.277344 Penalty: 2047.755493
	Iteration 15Q: 3 clusters Score -58937.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -58970.210938 Penalty: 2047.755493
	Iteration 16Q: 3 clusters Score -58970.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -58989.226562 Penalty: 2047.755493
	Iteration 17Q: 3 clusters Score -58989.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -59009.792969 Penalty: 2047.755493
	Iteration 18Q: 3 clusters Score -59009.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -59018.058594 Penalty: 2047.755493
	Iteration 19Q: 3 clusters Score -59018.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -59035.851562 Penalty: 2047.755493
	Iteration 20F: 3 clusters Score -59035.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -59040.777344 Penalty: 2047.755493
	Iteration 21Q: 3 clusters Score -59040.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59044.039062 Penalty: 2047.755493
	Iteration 22Q: 3 clusters Score -59044.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -59047.714844 Penalty: 2047.755493
	Iteration 23Q: 3 clusters Score -59047.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59051.386719 Penalty: 2047.755493
	Iteration 24Q: 3 clusters Score -59051.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59051.386719 Penalty: 2047.755493
	Iteration 25F: 3 clusters Score -59051.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 37361 members 
Mstep: Class 3 contains 352 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17998 members 
Mstep: Class 7 contains 193 members 
Mstep: Class 10 contains 19805 members 
Mstep: Class 11 contains 82266 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 195 members 
Mstep: Class 14 contains 103616 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18751 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 19 contains 113341 members 
Mstep: Class 20 contains 22240 members 
Entering Unmasked Estep 
Score: -54038384.000000 Penalty: 35783.207031
Splitting cluster 3 changes total score from -54039468.000000 to -54038384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -29007.492188 Penalty: 972.798462
	Iteration 0F: 2 clusters Score -29007.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -28180.890625 Penalty: 1945.596924
	Iteration 0F: 3 clusters Score -28180.89 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28515.558594 Penalty: 1945.596924
	Iteration 1F: 3 clusters Score -28515.56 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28798.851562 Penalty: 1945.596924
	Iteration 2F: 3 clusters Score -28798.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28878.060547 Penalty: 1945.596924
	Iteration 3F: 3 clusters Score -28878.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28920.244141 Penalty: 1945.596924
	Iteration 4Q: 3 clusters Score -28920.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28969.705078 Penalty: 1945.596924
	Iteration 5Q: 3 clusters Score -28969.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29008.214844 Penalty: 1945.596924
	Iteration 6Q: 3 clusters Score -29008.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29029.027344 Penalty: 1945.596924
	Iteration 7Q: 3 clusters Score -29029.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29030.750000 Penalty: 1945.596924
	Iteration 8Q: 3 clusters Score -29030.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -29030.750000 Penalty: 1945.596924
	Iteration 9F: 3 clusters Score -29030.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 37361 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 269 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17998 members 
Mstep: Class 7 contains 129 members 
Mstep: Class 10 contains 19805 members 
Mstep: Class 11 contains 82266 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 195 members 
Mstep: Class 14 contains 103616 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18751 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 19 contains 113341 members 
Mstep: Class 20 contains 22240 members 
Entering Unmasked Estep 
Score: -54038384.000000 Penalty: 35783.207031
Splitting cluster 4 changes total score from -54039468.000000 to -54038384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -51731.289062 Penalty: 939.370850
	Iteration 0F: 2 clusters Score -51731.29 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 167 members 
Entering Unmasked Estep 
Score: -50815.527344 Penalty: 1878.741699
	Iteration 0F: 3 clusters Score -50815.53 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -50934.613281 Penalty: 1878.741699
	Iteration 1F: 3 clusters Score -50934.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50956.597656 Penalty: 1878.741699
	Iteration 2Q: 3 clusters Score -50956.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50958.648438 Penalty: 1878.741699
	Iteration 3Q: 3 clusters Score -50958.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -50962.656250 Penalty: 1878.741699
	Iteration 4Q: 3 clusters Score -50962.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -50969.777344 Penalty: 1878.741699
	Iteration 5Q: 3 clusters Score -50969.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50972.875000 Penalty: 1878.741699
	Iteration 6Q: 3 clusters Score -50972.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50976.042969 Penalty: 1878.741699
	Iteration 7Q: 3 clusters Score -50976.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50980.957031 Penalty: 1878.741699
	Iteration 8Q: 3 clusters Score -50980.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50980.957031 Penalty: 1878.741699
	Iteration 9F: 3 clusters Score -50980.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Entering Unmasked Estep 
Score: -2361744.750000 Penalty: 1592.177490
	Iteration 0F: 2 clusters Score -2361745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -2349332.750000 Penalty: 3184.354980
	Iteration 0F: 3 clusters Score -2349333 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2353780.750000 Penalty: 3184.354980
	Iteration 1F: 3 clusters Score -2353781 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2354202.250000 Penalty: 3184.354980
	Iteration 2F: 3 clusters Score -2354202 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2354715.000000 Penalty: 3184.354980
	Iteration 3F: 3 clusters Score -2354715 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2355429.250000 Penalty: 3184.354980
	Iteration 4F: 3 clusters Score -2355429 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2356422.000000 Penalty: 3184.354980
	Iteration 5F: 3 clusters Score -2356422 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2357653.750000 Penalty: 3184.354980
	Iteration 6F: 3 clusters Score -2357654 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2358819.500000 Penalty: 3184.354980
	Iteration 7F: 3 clusters Score -2358820 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2359629.750000 Penalty: 3184.354980
	Iteration 8Q: 3 clusters Score -2359630 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2360049.250000 Penalty: 3184.354980
	Iteration 9Q: 3 clusters Score -2360049 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2360206.000000 Penalty: 3184.354980
	Iteration 10Q: 3 clusters Score -2360206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2360255.250000 Penalty: 3184.354980
	Iteration 11Q: 3 clusters Score -2360255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2360277.250000 Penalty: 3184.354980
	Iteration 12Q: 3 clusters Score -2360277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2360299.250000 Penalty: 3184.354980
	Iteration 13Q: 3 clusters Score -2360299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2360303.750000 Penalty: 3184.354980
	Iteration 14Q: 3 clusters Score -2360304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2360311.750000 Penalty: 3184.354980
	Iteration 15Q: 3 clusters Score -2360312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2360316.250000 Penalty: 3184.354980
	Iteration 16Q: 3 clusters Score -2360316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2360318.250000 Penalty: 3184.354980
	Iteration 17Q: 3 clusters Score -2360318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2360320.750000 Penalty: 3184.354980
	Iteration 18Q: 3 clusters Score -2360321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2360320.750000 Penalty: 3184.354980
	Iteration 19F: 3 clusters Score -2360321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Entering Unmasked Estep 
Score: -2516986.750000 Penalty: 1607.724609
	Iteration 0F: 2 clusters Score -2516987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2503418.750000 Penalty: 3215.449219
	Iteration 0F: 3 clusters Score -2503419 nChanged 8895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2508336.250000 Penalty: 3215.449219
	Iteration 1F: 3 clusters Score -2508336 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2508777.500000 Penalty: 3215.449219
	Iteration 2F: 3 clusters Score -2508778 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2509264.500000 Penalty: 3215.449219
	Iteration 3F: 3 clusters Score -2509264 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2509888.250000 Penalty: 3215.449219
	Iteration 4F: 3 clusters Score -2509888 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2510753.750000 Penalty: 3215.449219
	Iteration 5F: 3 clusters Score -2510754 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2511834.500000 Penalty: 3215.449219
	Iteration 6F: 3 clusters Score -2511834 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2513006.500000 Penalty: 3215.449219
	Iteration 7F: 3 clusters Score -2513006 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2513947.500000 Penalty: 3215.449219
	Iteration 8F: 3 clusters Score -2513948 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2514539.750000 Penalty: 3215.449219
	Iteration 9Q: 3 clusters Score -2514540 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2514983.250000 Penalty: 3215.449219
	Iteration 10Q: 3 clusters Score -2514983 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2515233.250000 Penalty: 3215.449219
	Iteration 11Q: 3 clusters Score -2515233 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2515351.500000 Penalty: 3215.449219
	Iteration 12Q: 3 clusters Score -2515352 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2515431.250000 Penalty: 3215.449219
	Iteration 13Q: 3 clusters Score -2515431 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2515504.750000 Penalty: 3215.449219
	Iteration 14Q: 3 clusters Score -2515505 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2515545.750000 Penalty: 3215.449219
	Iteration 15Q: 3 clusters Score -2515546 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2515585.500000 Penalty: 3215.449219
	Iteration 16Q: 3 clusters Score -2515586 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2515612.000000 Penalty: 3215.449219
	Iteration 17Q: 3 clusters Score -2515612 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2515625.500000 Penalty: 3215.449219
	Iteration 18Q: 3 clusters Score -2515626 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2515640.250000 Penalty: 3215.449219
	Iteration 19Q: 3 clusters Score -2515640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2515659.750000 Penalty: 3215.449219
	Iteration 20F: 3 clusters Score -2515660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2515677.250000 Penalty: 3215.449219
	Iteration 21Q: 3 clusters Score -2515677 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2515693.500000 Penalty: 3215.449219
	Iteration 22Q: 3 clusters Score -2515694 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2515701.500000 Penalty: 3215.449219
	Iteration 23Q: 3 clusters Score -2515702 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2515720.000000 Penalty: 3215.449219
	Iteration 24Q: 3 clusters Score -2515720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2515729.500000 Penalty: 3215.449219
	Iteration 25Q: 3 clusters Score -2515730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2515737.750000 Penalty: 3215.449219
	Iteration 26Q: 3 clusters Score -2515738 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2515739.500000 Penalty: 3215.449219
	Iteration 27Q: 3 clusters Score -2515740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2515746.250000 Penalty: 3215.449219
	Iteration 28Q: 3 clusters Score -2515746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2515749.000000 Penalty: 3215.449219
	Iteration 29Q: 3 clusters Score -2515749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2515751.000000 Penalty: 3215.449219
	Iteration 30Q: 3 clusters Score -2515751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2515754.000000 Penalty: 3215.449219
	Iteration 31Q: 3 clusters Score -2515754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2515752.000000 Penalty: 3215.449219
	Iteration 32Q: 3 clusters Score -2515752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2515756.500000 Penalty: 3215.449219
	Iteration 33Q: 3 clusters Score -2515756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2515758.750000 Penalty: 3215.449219
	Iteration 34Q: 3 clusters Score -2515759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2515758.500000 Penalty: 3215.449219
	Iteration 35Q: 3 clusters Score -2515758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2515757.500000 Penalty: 3215.449219
	Iteration 36Q: 3 clusters Score -2515758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2515763.500000 Penalty: 3215.449219
	Iteration 37Q: 3 clusters Score -2515764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2515764.000000 Penalty: 3215.449219
	Iteration 38Q: 3 clusters Score -2515764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2515762.500000 Penalty: 3215.449219
	Iteration 39Q: 3 clusters Score -2515762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2515763.000000 Penalty: 3215.449219
	Iteration 40F: 3 clusters Score -2515763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (82266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82266 members 
Entering Unmasked Estep 
Score: -10783841.000000 Penalty: 1839.128296
	Iteration 0F: 2 clusters Score -1.078384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -10738070.000000 Penalty: 3678.256592
	Iteration 0F: 3 clusters Score -1.073807e+07 nChanged 39513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -10761253.000000 Penalty: 3678.256592
	Iteration 1F: 3 clusters Score -1.076125e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -10762163.000000 Penalty: 3678.256592
	Iteration 2Q: 3 clusters Score -1.076216e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -10763293.000000 Penalty: 3678.256592
	Iteration 3Q: 3 clusters Score -1.076329e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -10764902.000000 Penalty: 3678.256592
	Iteration 4F: 3 clusters Score -1.07649e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -10766728.000000 Penalty: 3678.256592
	Iteration 5F: 3 clusters Score -1.076673e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -10769003.000000 Penalty: 3678.256592
	Iteration 6F: 3 clusters Score -1.0769e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65713 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -10771281.000000 Penalty: 3678.256592
	Iteration 7F: 3 clusters Score -1.077128e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70459 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -10773754.000000 Penalty: 3678.256592
	Iteration 8F: 3 clusters Score -1.077375e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74012 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -10776165.000000 Penalty: 3678.256592
	Iteration 9Q: 3 clusters Score -1.077616e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -10778308.000000 Penalty: 3678.256592
	Iteration 10Q: 3 clusters Score -1.077831e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77431 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -10779440.000000 Penalty: 3678.256592
	Iteration 11Q: 3 clusters Score -1.077944e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77963 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -10779963.000000 Penalty: 3678.256592
	Iteration 12Q: 3 clusters Score -1.077996e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78260 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -10780279.000000 Penalty: 3678.256592
	Iteration 13Q: 3 clusters Score -1.078028e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78512 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -10780518.000000 Penalty: 3678.256592
	Iteration 14Q: 3 clusters Score -1.078052e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78724 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -10780662.000000 Penalty: 3678.256592
	Iteration 15Q: 3 clusters Score -1.078066e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78877 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -10780786.000000 Penalty: 3678.256592
	Iteration 16Q: 3 clusters Score -1.078079e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79040 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -10780913.000000 Penalty: 3678.256592
	Iteration 17Q: 3 clusters Score -1.078091e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79191 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -10781030.000000 Penalty: 3678.256592
	Iteration 18Q: 3 clusters Score -1.078103e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79329 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -10781092.000000 Penalty: 3678.256592
	Iteration 19Q: 3 clusters Score -1.078109e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79432 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -10781166.000000 Penalty: 3678.256592
	Iteration 20F: 3 clusters Score -1.078117e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79522 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -10781239.000000 Penalty: 3678.256592
	Iteration 21Q: 3 clusters Score -1.078124e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79617 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -10781322.000000 Penalty: 3678.256592
	Iteration 22Q: 3 clusters Score -1.078132e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79707 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -10781374.000000 Penalty: 3678.256592
	Iteration 23Q: 3 clusters Score -1.078137e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79780 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -10781393.000000 Penalty: 3678.256592
	Iteration 24Q: 3 clusters Score -1.078139e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79840 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -10781394.000000 Penalty: 3678.256592
	Iteration 25Q: 3 clusters Score -1.078139e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79888 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -10781439.000000 Penalty: 3678.256592
	Iteration 26Q: 3 clusters Score -1.078144e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79941 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -10781486.000000 Penalty: 3678.256592
	Iteration 27Q: 3 clusters Score -1.078149e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79985 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -10781520.000000 Penalty: 3678.256592
	Iteration 28Q: 3 clusters Score -1.078152e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80038 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -10781548.000000 Penalty: 3678.256592
	Iteration 29Q: 3 clusters Score -1.078155e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80081 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -10781581.000000 Penalty: 3678.256592
	Iteration 30Q: 3 clusters Score -1.078158e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80126 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -10781592.000000 Penalty: 3678.256592
	Iteration 31Q: 3 clusters Score -1.078159e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80175 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -10781617.000000 Penalty: 3678.256592
	Iteration 32Q: 3 clusters Score -1.078162e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80213 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -10781624.000000 Penalty: 3678.256592
	Iteration 33Q: 3 clusters Score -1.078162e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80252 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -10781641.000000 Penalty: 3678.256592
	Iteration 34Q: 3 clusters Score -1.078164e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80276 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -10781637.000000 Penalty: 3678.256592
	Iteration 35Q: 3 clusters Score -1.078164e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80299 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -10781645.000000 Penalty: 3678.256592
	Iteration 36Q: 3 clusters Score -1.078164e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80318 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -10781660.000000 Penalty: 3678.256592
	Iteration 37Q: 3 clusters Score -1.078166e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80340 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -10781680.000000 Penalty: 3678.256592
	Iteration 38Q: 3 clusters Score -1.078168e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80360 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -10781690.000000 Penalty: 3678.256592
	Iteration 39Q: 3 clusters Score -1.078169e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80373 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -10781679.000000 Penalty: 3678.256592
	Iteration 40F: 3 clusters Score -1.078168e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80385 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -10781688.000000 Penalty: 3678.256592
	Iteration 41Q: 3 clusters Score -1.078169e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80397 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -10781706.000000 Penalty: 3678.256592
	Iteration 42Q: 3 clusters Score -1.078171e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80409 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -10781707.000000 Penalty: 3678.256592
	Iteration 43Q: 3 clusters Score -1.078171e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -10781729.000000 Penalty: 3678.256592
	Iteration 44Q: 3 clusters Score -1.078173e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80435 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -10781752.000000 Penalty: 3678.256592
	Iteration 45Q: 3 clusters Score -1.078175e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -10781768.000000 Penalty: 3678.256592
	Iteration 46Q: 3 clusters Score -1.078177e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80464 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -10781783.000000 Penalty: 3678.256592
	Iteration 47Q: 3 clusters Score -1.078178e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80473 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -10781786.000000 Penalty: 3678.256592
	Iteration 48Q: 3 clusters Score -1.078179e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80486 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -10781806.000000 Penalty: 3678.256592
	Iteration 49Q: 3 clusters Score -1.078181e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80506 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -10781818.000000 Penalty: 3678.256592
	Iteration 50Q: 3 clusters Score -1.078182e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80518 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -10781814.000000 Penalty: 3678.256592
	Iteration 51Q: 3 clusters Score -1.078181e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80533 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -10781820.000000 Penalty: 3678.256592
	Iteration 52Q: 3 clusters Score -1.078182e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80550 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -10781828.000000 Penalty: 3678.256592
	Iteration 53Q: 3 clusters Score -1.078183e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80555 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -10781827.000000 Penalty: 3678.256592
	Iteration 54Q: 3 clusters Score -1.078183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80560 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -10781821.000000 Penalty: 3678.256592
	Iteration 55Q: 3 clusters Score -1.078182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80569 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -10781837.000000 Penalty: 3678.256592
	Iteration 56Q: 3 clusters Score -1.078184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80575 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -10781831.000000 Penalty: 3678.256592
	Iteration 57Q: 3 clusters Score -1.078183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80581 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -10781820.000000 Penalty: 3678.256592
	Iteration 58Q: 3 clusters Score -1.078182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80585 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -10781832.000000 Penalty: 3678.256592
	Iteration 59Q: 3 clusters Score -1.078183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80584 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -10781827.000000 Penalty: 3678.256592
	Iteration 60F: 3 clusters Score -1.078183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80586 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -10781820.000000 Penalty: 3678.256592
	Iteration 61Q: 3 clusters Score -1.078182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80589 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -10781828.000000 Penalty: 3678.256592
	Iteration 62Q: 3 clusters Score -1.078183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -10781820.000000 Penalty: 3678.256592
	Iteration 63Q: 3 clusters Score -1.078182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80592 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -10781819.000000 Penalty: 3678.256592
	Iteration 64Q: 3 clusters Score -1.078182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80593 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -10781819.000000 Penalty: 3678.256592
	Iteration 65Q: 3 clusters Score -1.078182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -10781818.000000 Penalty: 3678.256592
	Iteration 66Q: 3 clusters Score -1.078182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -10781818.000000 Penalty: 3678.256592
	Iteration 67F: 3 clusters Score -1.078182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -71739.992188 Penalty: 1076.626221
	Iteration 0F: 2 clusters Score -71739.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -70477.750000 Penalty: 2153.252441
	Iteration 0F: 3 clusters Score -70477.75 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -70749.468750 Penalty: 2153.252441
	Iteration 1F: 3 clusters Score -70749.47 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70869.757812 Penalty: 2153.252441
	Iteration 2F: 3 clusters Score -70869.76 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -70953.062500 Penalty: 2153.252441
	Iteration 3F: 3 clusters Score -70953.06 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -71023.140625 Penalty: 2153.252441
	Iteration 4F: 3 clusters Score -71023.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -71052.890625 Penalty: 2153.252441
	Iteration 5Q: 3 clusters Score -71052.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -71074.562500 Penalty: 2153.252441
	Iteration 6Q: 3 clusters Score -71074.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71090.859375 Penalty: 2153.252441
	Iteration 7Q: 3 clusters Score -71090.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71108.984375 Penalty: 2153.252441
	Iteration 8Q: 3 clusters Score -71108.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -71133.953125 Penalty: 2153.252441
	Iteration 9Q: 3 clusters Score -71133.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71140.648438 Penalty: 2153.252441
	Iteration 10Q: 3 clusters Score -71140.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -71151.921875 Penalty: 2153.252441
	Iteration 11Q: 3 clusters Score -71151.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71164.335938 Penalty: 2153.252441
	Iteration 12Q: 3 clusters Score -71164.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -71169.250000 Penalty: 2153.252441
	Iteration 13Q: 3 clusters Score -71169.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -71183.617188 Penalty: 2153.252441
	Iteration 14Q: 3 clusters Score -71183.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71209.515625 Penalty: 2153.252441
	Iteration 15Q: 3 clusters Score -71209.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -71222.546875 Penalty: 2153.252441
	Iteration 16Q: 3 clusters Score -71222.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -71226.835938 Penalty: 2153.252441
	Iteration 17Q: 3 clusters Score -71226.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71228.554688 Penalty: 2153.252441
	Iteration 18Q: 3 clusters Score -71228.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71228.554688 Penalty: 2153.252441
	Iteration 19F: 3 clusters Score -71228.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Entering Unmasked Estep 
Score: -9350.333984 Penalty: 856.862488
	Iteration 0F: 2 clusters Score -9350.334 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 110 members 
Entering Unmasked Estep 
Score: -8737.083984 Penalty: 1713.724976
	Iteration 0F: 3 clusters Score -8737.084 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8943.462891 Penalty: 1713.724976
	Iteration 1F: 3 clusters Score -8943.463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9026.459961 Penalty: 1713.724976
	Iteration 2F: 3 clusters Score -9026.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -9076.776367 Penalty: 1713.724976
	Iteration 3F: 3 clusters Score -9076.776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9082.623047 Penalty: 1713.724976
	Iteration 4Q: 3 clusters Score -9082.623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9082.623047 Penalty: 1713.724976
	Iteration 5F: 3 clusters Score -9082.623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (103616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103616 members 
Entering Unmasked Estep 
Score: -13321451.000000 Penalty: 1876.622559
	Iteration 0F: 2 clusters Score -1.332145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -13253591.000000 Penalty: 3753.245117
	Iteration 0F: 3 clusters Score -1.325359e+07 nChanged 49589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 55114 members 
Entering Unmasked Estep 
Score: -13283354.000000 Penalty: 3753.245117
	Iteration 1F: 3 clusters Score -1.328335e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -13284520.000000 Penalty: 3753.245117
	Iteration 2Q: 3 clusters Score -1.328452e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -13286065.000000 Penalty: 3753.245117
	Iteration 3Q: 3 clusters Score -1.328606e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 64051 members 
Entering Unmasked Estep 
Score: -13288566.000000 Penalty: 3753.245117
	Iteration 4Q: 3 clusters Score -1.328857e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 69719 members 
Entering Unmasked Estep 
Score: -13292510.000000 Penalty: 3753.245117
	Iteration 5F: 3 clusters Score -1.329251e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 76650 members 
Entering Unmasked Estep 
Score: -13298028.000000 Penalty: 3753.245117
	Iteration 6F: 3 clusters Score -1.329803e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 84040 members 
Entering Unmasked Estep 
Score: -13304625.000000 Penalty: 3753.245117
	Iteration 7F: 3 clusters Score -1.330462e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 90427 members 
Entering Unmasked Estep 
Score: -13310445.000000 Penalty: 3753.245117
	Iteration 8F: 3 clusters Score -1.331044e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 94955 members 
Entering Unmasked Estep 
Score: -13314331.000000 Penalty: 3753.245117
	Iteration 9Q: 3 clusters Score -1.331433e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 97778 members 
Entering Unmasked Estep 
Score: -13316533.000000 Penalty: 3753.245117
	Iteration 10Q: 3 clusters Score -1.331653e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 99533 members 
Entering Unmasked Estep 
Score: -13317848.000000 Penalty: 3753.245117
	Iteration 11Q: 3 clusters Score -1.331785e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 100702 members 
Entering Unmasked Estep 
Score: -13318789.000000 Penalty: 3753.245117
	Iteration 12Q: 3 clusters Score -1.331879e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 101451 members 
Entering Unmasked Estep 
Score: -13319348.000000 Penalty: 3753.245117
	Iteration 13Q: 3 clusters Score -1.331935e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 101910 members 
Entering Unmasked Estep 
Score: -13319620.000000 Penalty: 3753.245117
	Iteration 14Q: 3 clusters Score -1.331962e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 102203 members 
Entering Unmasked Estep 
Score: -13319835.000000 Penalty: 3753.245117
	Iteration 15Q: 3 clusters Score -1.331984e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 102414 members 
Entering Unmasked Estep 
Score: -13319975.000000 Penalty: 3753.245117
	Iteration 16Q: 3 clusters Score -1.331998e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 102545 members 
Entering Unmasked Estep 
Score: -13320051.000000 Penalty: 3753.245117
	Iteration 17Q: 3 clusters Score -1.332005e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 102643 members 
Entering Unmasked Estep 
Score: -13320097.000000 Penalty: 3753.245117
	Iteration 18Q: 3 clusters Score -1.33201e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 102718 members 
Entering Unmasked Estep 
Score: -13320144.000000 Penalty: 3753.245117
	Iteration 19Q: 3 clusters Score -1.332014e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 102767 members 
Entering Unmasked Estep 
Score: -13320157.000000 Penalty: 3753.245117
	Iteration 20F: 3 clusters Score -1.332016e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 102795 members 
Entering Unmasked Estep 
Score: -13320171.000000 Penalty: 3753.245117
	Iteration 21Q: 3 clusters Score -1.332017e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 102818 members 
Entering Unmasked Estep 
Score: -13320165.000000 Penalty: 3753.245117
	Iteration 22Q: 3 clusters Score -1.332016e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 102831 members 
Entering Unmasked Estep 
Score: -13320173.000000 Penalty: 3753.245117
	Iteration 23Q: 3 clusters Score -1.332017e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 102839 members 
Entering Unmasked Estep 
Score: -13320188.000000 Penalty: 3753.245117
	Iteration 24Q: 3 clusters Score -1.332019e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 102853 members 
Entering Unmasked Estep 
Score: -13320198.000000 Penalty: 3753.245117
	Iteration 25Q: 3 clusters Score -1.33202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 102856 members 
Entering Unmasked Estep 
Score: -13320206.000000 Penalty: 3753.245117
	Iteration 26Q: 3 clusters Score -1.332021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 102858 members 
Entering Unmasked Estep 
Score: -13320212.000000 Penalty: 3753.245117
	Iteration 27Q: 3 clusters Score -1.332021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 102860 members 
Entering Unmasked Estep 
Score: -13320209.000000 Penalty: 3753.245117
	Iteration 28Q: 3 clusters Score -1.332021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 102862 members 
Entering Unmasked Estep 
Score: -13320214.000000 Penalty: 3753.245117
	Iteration 29Q: 3 clusters Score -1.332021e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 102862 members 
Entering Unmasked Estep 
Score: -13320214.000000 Penalty: 3753.245117
	Iteration 30F: 3 clusters Score -1.332021e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Entering Unmasked Estep 
Score: -360188.812500 Penalty: 1296.419800
	Iteration 0F: 2 clusters Score -360188.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -357493.250000 Penalty: 2592.839600
	Iteration 0F: 3 clusters Score -357493.2 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -358158.343750 Penalty: 2592.839600
	Iteration 1F: 3 clusters Score -358158.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -358290.937500 Penalty: 2592.839600
	Iteration 2F: 3 clusters Score -358290.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -358377.718750 Penalty: 2592.839600
	Iteration 3F: 3 clusters Score -358377.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -358444.500000 Penalty: 2592.839600
	Iteration 4Q: 3 clusters Score -358444.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -358498.031250 Penalty: 2592.839600
	Iteration 5Q: 3 clusters Score -358498 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -358568.375000 Penalty: 2592.839600
	Iteration 6Q: 3 clusters Score -358568.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -358651.968750 Penalty: 2592.839600
	Iteration 7Q: 3 clusters Score -358652 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -358727.343750 Penalty: 2592.839600
	Iteration 8Q: 3 clusters Score -358727.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -358819.125000 Penalty: 2592.839600
	Iteration 9Q: 3 clusters Score -358819.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -358917.812500 Penalty: 2592.839600
	Iteration 10Q: 3 clusters Score -358917.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -359020.468750 Penalty: 2592.839600
	Iteration 11Q: 3 clusters Score -359020.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -359122.718750 Penalty: 2592.839600
	Iteration 12Q: 3 clusters Score -359122.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -359196.656250 Penalty: 2592.839600
	Iteration 13Q: 3 clusters Score -359196.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -359240.531250 Penalty: 2592.839600
	Iteration 14Q: 3 clusters Score -359240.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -359276.656250 Penalty: 2592.839600
	Iteration 15Q: 3 clusters Score -359276.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -359301.593750 Penalty: 2592.839600
	Iteration 16Q: 3 clusters Score -359301.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -359314.625000 Penalty: 2592.839600
	Iteration 17Q: 3 clusters Score -359314.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -359325.843750 Penalty: 2592.839600
	Iteration 18Q: 3 clusters Score -359325.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -359334.281250 Penalty: 2592.839600
	Iteration 19Q: 3 clusters Score -359334.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -359343.812500 Penalty: 2592.839600
	Iteration 20F: 3 clusters Score -359343.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -359355.468750 Penalty: 2592.839600
	Iteration 21Q: 3 clusters Score -359355.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -359371.125000 Penalty: 2592.839600
	Iteration 22Q: 3 clusters Score -359371.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -359386.031250 Penalty: 2592.839600
	Iteration 23Q: 3 clusters Score -359386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -359403.343750 Penalty: 2592.839600
	Iteration 24Q: 3 clusters Score -359403.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -359420.093750 Penalty: 2592.839600
	Iteration 25Q: 3 clusters Score -359420.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -359444.062500 Penalty: 2592.839600
	Iteration 26Q: 3 clusters Score -359444.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -359471.843750 Penalty: 2592.839600
	Iteration 27Q: 3 clusters Score -359471.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -359490.781250 Penalty: 2592.839600
	Iteration 28Q: 3 clusters Score -359490.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -359517.250000 Penalty: 2592.839600
	Iteration 29Q: 3 clusters Score -359517.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -359539.406250 Penalty: 2592.839600
	Iteration 30Q: 3 clusters Score -359539.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -359556.937500 Penalty: 2592.839600
	Iteration 31Q: 3 clusters Score -359556.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -359571.281250 Penalty: 2592.839600
	Iteration 32Q: 3 clusters Score -359571.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -359581.593750 Penalty: 2592.839600
	Iteration 33Q: 3 clusters Score -359581.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -359592.343750 Penalty: 2592.839600
	Iteration 34Q: 3 clusters Score -359592.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -359599.437500 Penalty: 2592.839600
	Iteration 35Q: 3 clusters Score -359599.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -359603.875000 Penalty: 2592.839600
	Iteration 36Q: 3 clusters Score -359603.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -359605.718750 Penalty: 2592.839600
	Iteration 37Q: 3 clusters Score -359605.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -359608.031250 Penalty: 2592.839600
	Iteration 38Q: 3 clusters Score -359608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -359608.656250 Penalty: 2592.839600
	Iteration 39Q: 3 clusters Score -359608.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -359609.312500 Penalty: 2592.839600
	Iteration 40F: 3 clusters Score -359609.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Entering Unmasked Estep 
Score: -2443275.250000 Penalty: 1598.837891
	Iteration 0F: 2 clusters Score -2443275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2430416.500000 Penalty: 3197.675781
	Iteration 0F: 3 clusters Score -2430416 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2435284.000000 Penalty: 3197.675781
	Iteration 1F: 3 clusters Score -2435284 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2435680.250000 Penalty: 3197.675781
	Iteration 2F: 3 clusters Score -2435680 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2436102.250000 Penalty: 3197.675781
	Iteration 3F: 3 clusters Score -2436102 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2436584.750000 Penalty: 3197.675781
	Iteration 4F: 3 clusters Score -2436585 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2437205.500000 Penalty: 3197.675781
	Iteration 5F: 3 clusters Score -2437206 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2438099.500000 Penalty: 3197.675781
	Iteration 6F: 3 clusters Score -2438100 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2439173.250000 Penalty: 3197.675781
	Iteration 7F: 3 clusters Score -2439173 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2440097.500000 Penalty: 3197.675781
	Iteration 8F: 3 clusters Score -2440098 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2440748.500000 Penalty: 3197.675781
	Iteration 9Q: 3 clusters Score -2440748 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2441146.250000 Penalty: 3197.675781
	Iteration 10Q: 3 clusters Score -2441146 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2441388.250000 Penalty: 3197.675781
	Iteration 11Q: 3 clusters Score -2441388 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2441525.500000 Penalty: 3197.675781
	Iteration 12Q: 3 clusters Score -2441526 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2441608.750000 Penalty: 3197.675781
	Iteration 13Q: 3 clusters Score -2441609 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2441675.500000 Penalty: 3197.675781
	Iteration 14Q: 3 clusters Score -2441676 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2441714.000000 Penalty: 3197.675781
	Iteration 15Q: 3 clusters Score -2441714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2441746.750000 Penalty: 3197.675781
	Iteration 16Q: 3 clusters Score -2441747 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2441781.250000 Penalty: 3197.675781
	Iteration 17Q: 3 clusters Score -2441781 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2441805.500000 Penalty: 3197.675781
	Iteration 18Q: 3 clusters Score -2441806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2441825.750000 Penalty: 3197.675781
	Iteration 19Q: 3 clusters Score -2441826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2441835.000000 Penalty: 3197.675781
	Iteration 20F: 3 clusters Score -2441835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2441840.000000 Penalty: 3197.675781
	Iteration 21Q: 3 clusters Score -2441840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2441846.000000 Penalty: 3197.675781
	Iteration 22Q: 3 clusters Score -2441846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2441855.500000 Penalty: 3197.675781
	Iteration 23Q: 3 clusters Score -2441856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2441858.750000 Penalty: 3197.675781
	Iteration 24Q: 3 clusters Score -2441859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2441865.250000 Penalty: 3197.675781
	Iteration 25Q: 3 clusters Score -2441865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2441870.500000 Penalty: 3197.675781
	Iteration 26Q: 3 clusters Score -2441870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2441876.500000 Penalty: 3197.675781
	Iteration 27Q: 3 clusters Score -2441876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2441882.250000 Penalty: 3197.675781
	Iteration 28Q: 3 clusters Score -2441882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2441883.250000 Penalty: 3197.675781
	Iteration 29Q: 3 clusters Score -2441883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2441885.750000 Penalty: 3197.675781
	Iteration 30Q: 3 clusters Score -2441886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2441885.500000 Penalty: 3197.675781
	Iteration 31Q: 3 clusters Score -2441886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2441887.750000 Penalty: 3197.675781
	Iteration 32Q: 3 clusters Score -2441888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2441888.500000 Penalty: 3197.675781
	Iteration 33Q: 3 clusters Score -2441888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2441891.500000 Penalty: 3197.675781
	Iteration 34Q: 3 clusters Score -2441892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2441893.500000 Penalty: 3197.675781
	Iteration 35Q: 3 clusters Score -2441894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2441890.500000 Penalty: 3197.675781
	Iteration 36Q: 3 clusters Score -2441890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2441894.000000 Penalty: 3197.675781
	Iteration 37Q: 3 clusters Score -2441894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2441896.250000 Penalty: 3197.675781
	Iteration 38Q: 3 clusters Score -2441896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2441895.750000 Penalty: 3197.675781
	Iteration 39Q: 3 clusters Score -2441896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2441897.250000 Penalty: 3197.675781
	Iteration 40F: 3 clusters Score -2441897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2441898.750000 Penalty: 3197.675781
	Iteration 41Q: 3 clusters Score -2441899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2441898.750000 Penalty: 3197.675781
	Iteration 42Q: 3 clusters Score -2441899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2441898.500000 Penalty: 3197.675781
	Iteration 43Q: 3 clusters Score -2441898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2441901.750000 Penalty: 3197.675781
	Iteration 44Q: 3 clusters Score -2441902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2441901.750000 Penalty: 3197.675781
	Iteration 45Q: 3 clusters Score -2441902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2441901.250000 Penalty: 3197.675781
	Iteration 46Q: 3 clusters Score -2441901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2441900.250000 Penalty: 3197.675781
	Iteration 47Q: 3 clusters Score -2441900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2441901.250000 Penalty: 3197.675781
	Iteration 48Q: 3 clusters Score -2441901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2441903.000000 Penalty: 3197.675781
	Iteration 49Q: 3 clusters Score -2441903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2441903.000000 Penalty: 3197.675781
	Iteration 50Q: 3 clusters Score -2441903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2441902.500000 Penalty: 3197.675781
	Iteration 51Q: 3 clusters Score -2441902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2441908.000000 Penalty: 3197.675781
	Iteration 52Q: 3 clusters Score -2441908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2441908.000000 Penalty: 3197.675781
	Iteration 53F: 3 clusters Score -2441908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Entering Unmasked Estep 
Score: -75402.242188 Penalty: 1059.361450
	Iteration 0F: 2 clusters Score -75402.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -74256.914062 Penalty: 2118.722900
	Iteration 0F: 3 clusters Score -74256.91 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -74537.125000 Penalty: 2118.722900
	Iteration 1F: 3 clusters Score -74537.12 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -74702.421875 Penalty: 2118.722900
	Iteration 2F: 3 clusters Score -74702.42 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -74849.367188 Penalty: 2118.722900
	Iteration 3F: 3 clusters Score -74849.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -74943.687500 Penalty: 2118.722900
	Iteration 4Q: 3 clusters Score -74943.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -75019.257812 Penalty: 2118.722900
	Iteration 5Q: 3 clusters Score -75019.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -75092.164062 Penalty: 2118.722900
	Iteration 6Q: 3 clusters Score -75092.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -75130.359375 Penalty: 2118.722900
	Iteration 7Q: 3 clusters Score -75130.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -75167.375000 Penalty: 2118.722900
	Iteration 8Q: 3 clusters Score -75167.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -75188.812500 Penalty: 2118.722900
	Iteration 9Q: 3 clusters Score -75188.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -75226.281250 Penalty: 2118.722900
	Iteration 10Q: 3 clusters Score -75226.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -75262.445312 Penalty: 2118.722900
	Iteration 11Q: 3 clusters Score -75262.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75277.406250 Penalty: 2118.722900
	Iteration 12Q: 3 clusters Score -75277.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -75290.234375 Penalty: 2118.722900
	Iteration 13Q: 3 clusters Score -75290.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -75295.781250 Penalty: 2118.722900
	Iteration 14Q: 3 clusters Score -75295.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -75306.664062 Penalty: 2118.722900
	Iteration 15Q: 3 clusters Score -75306.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -75310.007812 Penalty: 2118.722900
	Iteration 16Q: 3 clusters Score -75310.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75314.382812 Penalty: 2118.722900
	Iteration 17Q: 3 clusters Score -75314.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -75320.742188 Penalty: 2118.722900
	Iteration 18Q: 3 clusters Score -75320.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -75324.398438 Penalty: 2118.722900
	Iteration 19Q: 3 clusters Score -75324.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -75325.601562 Penalty: 2118.722900
	Iteration 20F: 3 clusters Score -75325.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -75331.664062 Penalty: 2118.722900
	Iteration 21Q: 3 clusters Score -75331.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -75338.390625 Penalty: 2118.722900
	Iteration 22Q: 3 clusters Score -75338.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -75347.929688 Penalty: 2118.722900
	Iteration 23Q: 3 clusters Score -75347.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -75358.914062 Penalty: 2118.722900
	Iteration 24Q: 3 clusters Score -75358.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -75368.460938 Penalty: 2118.722900
	Iteration 25Q: 3 clusters Score -75368.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -75377.203125 Penalty: 2118.722900
	Iteration 26Q: 3 clusters Score -75377.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75392.664062 Penalty: 2118.722900
	Iteration 27Q: 3 clusters Score -75392.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -75409.273438 Penalty: 2118.722900
	Iteration 28Q: 3 clusters Score -75409.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -75420.406250 Penalty: 2118.722900
	Iteration 29Q: 3 clusters Score -75420.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -75426.875000 Penalty: 2118.722900
	Iteration 30Q: 3 clusters Score -75426.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -75431.203125 Penalty: 2118.722900
	Iteration 31Q: 3 clusters Score -75431.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -75435.007812 Penalty: 2118.722900
	Iteration 32Q: 3 clusters Score -75435.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75437.164062 Penalty: 2118.722900
	Iteration 33Q: 3 clusters Score -75437.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75437.164062 Penalty: 2118.722900
	Iteration 34F: 3 clusters Score -75437.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 37361 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17998 members 
Mstep: Class 7 contains 302 members 
Mstep: Class 10 contains 19805 members 
Mstep: Class 11 contains 82266 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 195 members 
Mstep: Class 14 contains 103616 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18751 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 19 contains 113341 members 
Mstep: Class 20 contains 22240 members 
Entering Unmasked Estep 
Score: -54038472.000000 Penalty: 35783.207031
Splitting cluster 17 changes total score from -54039468.000000 to -54038472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (113341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113341 members 
Entering Unmasked Estep 
Score: -14861450.000000 Penalty: 1891.200317
	Iteration 0F: 2 clusters Score -1.486145e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56529 members 
Mstep: Class 2 contains 56812 members 
Entering Unmasked Estep 
Score: -14790449.000000 Penalty: 3782.400635
	Iteration 0F: 3 clusters Score -1.479045e+07 nChanged 54553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 58939 members 
Entering Unmasked Estep 
Score: -14822026.000000 Penalty: 3782.400635
	Iteration 1F: 3 clusters Score -1.482203e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 58343 members 
Entering Unmasked Estep 
Score: -14822884.000000 Penalty: 3782.400635
	Iteration 2Q: 3 clusters Score -1.482288e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -14824040.000000 Penalty: 3782.400635
	Iteration 3Q: 3 clusters Score -1.482404e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60131 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -14825249.000000 Penalty: 3782.400635
	Iteration 4Q: 3 clusters Score -1.482525e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64435 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -14827097.000000 Penalty: 3782.400635
	Iteration 5F: 3 clusters Score -1.48271e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68575 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -14828859.000000 Penalty: 3782.400635
	Iteration 6F: 3 clusters Score -1.482886e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71212 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -14830656.000000 Penalty: 3782.400635
	Iteration 7F: 3 clusters Score -1.483066e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71691 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -14834064.000000 Penalty: 3782.400635
	Iteration 8F: 3 clusters Score -1.483406e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -14838216.000000 Penalty: 3782.400635
	Iteration 9F: 3 clusters Score -1.483822e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67558 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -14841115.000000 Penalty: 3782.400635
	Iteration 10F: 3 clusters Score -1.484112e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64351 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -14842918.000000 Penalty: 3782.400635
	Iteration 11Q: 3 clusters Score -1.484292e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59747 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -14844653.000000 Penalty: 3782.400635
	Iteration 12Q: 3 clusters Score -1.484465e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 59572 members 
Entering Unmasked Estep 
Score: -14844875.000000 Penalty: 3782.400635
	Iteration 13F: 3 clusters Score -1.484488e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47884 members 
Mstep: Class 2 contains 65457 members 
Entering Unmasked Estep 
Score: -14843296.000000 Penalty: 3782.400635
	Iteration 14F: 3 clusters Score -1.48433e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 69721 members 
Entering Unmasked Estep 
Score: -14841078.000000 Penalty: 3782.400635
	Iteration 15Q: 3 clusters Score -1.484108e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 72392 members 
Entering Unmasked Estep 
Score: -14839130.000000 Penalty: 3782.400635
	Iteration 16Q: 3 clusters Score -1.483913e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 73499 members 
Entering Unmasked Estep 
Score: -14837781.000000 Penalty: 3782.400635
	Iteration 17Q: 3 clusters Score -1.483778e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 73302 members 
Entering Unmasked Estep 
Score: -14836794.000000 Penalty: 3782.400635
	Iteration 18Q: 3 clusters Score -1.483679e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 72316 members 
Entering Unmasked Estep 
Score: -14836442.000000 Penalty: 3782.400635
	Iteration 19Q: 3 clusters Score -1.483644e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 70957 members 
Entering Unmasked Estep 
Score: -14836147.000000 Penalty: 3782.400635
	Iteration 20F: 3 clusters Score -1.483615e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 69377 members 
Entering Unmasked Estep 
Score: -14836143.000000 Penalty: 3782.400635
	Iteration 21Q: 3 clusters Score -1.483614e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -14836421.000000 Penalty: 3782.400635
	Iteration 22Q: 3 clusters Score -1.483642e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 65535 members 
Entering Unmasked Estep 
Score: -14837917.000000 Penalty: 3782.400635
	Iteration 23Q: 3 clusters Score -1.483792e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50664 members 
Mstep: Class 2 contains 62677 members 
Entering Unmasked Estep 
Score: -14840412.000000 Penalty: 3782.400635
	Iteration 24Q: 3 clusters Score -1.484041e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55018 members 
Mstep: Class 2 contains 58323 members 
Entering Unmasked Estep 
Score: -14843986.000000 Penalty: 3782.400635
	Iteration 25Q: 3 clusters Score -1.484399e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61350 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -14844666.000000 Penalty: 3782.400635
	Iteration 26F: 3 clusters Score -1.484467e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69164 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -14841943.000000 Penalty: 3782.400635
	Iteration 27F: 3 clusters Score -1.484194e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75727 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -14837751.000000 Penalty: 3782.400635
	Iteration 28F: 3 clusters Score -1.483775e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80818 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -14834939.000000 Penalty: 3782.400635
	Iteration 29Q: 3 clusters Score -1.483494e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83920 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -14833555.000000 Penalty: 3782.400635
	Iteration 30Q: 3 clusters Score -1.483356e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85514 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -14832799.000000 Penalty: 3782.400635
	Iteration 31Q: 3 clusters Score -1.48328e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86124 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -14832533.000000 Penalty: 3782.400635
	Iteration 32Q: 3 clusters Score -1.483253e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85994 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -14832546.000000 Penalty: 3782.400635
	Iteration 33Q: 3 clusters Score -1.483255e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85294 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -14832587.000000 Penalty: 3782.400635
	Iteration 34Q: 3 clusters Score -1.483259e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84089 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -14832920.000000 Penalty: 3782.400635
	Iteration 35Q: 3 clusters Score -1.483292e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82391 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -14833684.000000 Penalty: 3782.400635
	Iteration 36Q: 3 clusters Score -1.483368e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80418 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -14834703.000000 Penalty: 3782.400635
	Iteration 37Q: 3 clusters Score -1.48347e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78226 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -14835829.000000 Penalty: 3782.400635
	Iteration 38Q: 3 clusters Score -1.483583e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75835 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -14837158.000000 Penalty: 3782.400635
	Iteration 39Q: 3 clusters Score -1.483716e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -14838956.000000 Penalty: 3782.400635
	Iteration 40F: 3 clusters Score -1.483896e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70381 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -14840319.000000 Penalty: 3782.400635
	Iteration 41Q: 3 clusters Score -1.484032e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67041 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -14842174.000000 Penalty: 3782.400635
	Iteration 42Q: 3 clusters Score -1.484217e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -14844099.000000 Penalty: 3782.400635
	Iteration 43Q: 3 clusters Score -1.48441e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -14845414.000000 Penalty: 3782.400635
	Iteration 44Q: 3 clusters Score -1.484541e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -14845153.000000 Penalty: 3782.400635
	Iteration 45Q: 3 clusters Score -1.484515e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 65280 members 
Entering Unmasked Estep 
Score: -14844142.000000 Penalty: 3782.400635
	Iteration 46Q: 3 clusters Score -1.484414e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 67808 members 
Entering Unmasked Estep 
Score: -14842744.000000 Penalty: 3782.400635
	Iteration 47Q: 3 clusters Score -1.484274e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 68629 members 
Entering Unmasked Estep 
Score: -14841398.000000 Penalty: 3782.400635
	Iteration 48Q: 3 clusters Score -1.48414e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 68012 members 
Entering Unmasked Estep 
Score: -14840710.000000 Penalty: 3782.400635
	Iteration 49Q: 3 clusters Score -1.484071e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 66544 members 
Entering Unmasked Estep 
Score: -14840725.000000 Penalty: 3782.400635
	Iteration 50Q: 3 clusters Score -1.484072e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 64442 members 
Entering Unmasked Estep 
Score: -14841818.000000 Penalty: 3782.400635
	Iteration 51Q: 3 clusters Score -1.484182e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 61615 members 
Entering Unmasked Estep 
Score: -14843499.000000 Penalty: 3782.400635
	Iteration 52Q: 3 clusters Score -1.48435e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -14845255.000000 Penalty: 3782.400635
	Iteration 53Q: 3 clusters Score -1.484526e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 53959 members 
Entering Unmasked Estep 
Score: -14845692.000000 Penalty: 3782.400635
	Iteration 54Q: 3 clusters Score -1.484569e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -14845370.000000 Penalty: 3782.400635
	Iteration 55Q: 3 clusters Score -1.484537e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66767 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -14844830.000000 Penalty: 3782.400635
	Iteration 56Q: 3 clusters Score -1.484483e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68974 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -14843771.000000 Penalty: 3782.400635
	Iteration 57Q: 3 clusters Score -1.484377e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70140 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -14843219.000000 Penalty: 3782.400635
	Iteration 58Q: 3 clusters Score -1.484322e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70438 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -14843034.000000 Penalty: 3782.400635
	Iteration 59Q: 3 clusters Score -1.484303e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70035 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -14843154.000000 Penalty: 3782.400635
	Iteration 60F: 3 clusters Score -1.484315e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69008 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -14843667.000000 Penalty: 3782.400635
	Iteration 61Q: 3 clusters Score -1.484367e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67468 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -14844404.000000 Penalty: 3782.400635
	Iteration 62Q: 3 clusters Score -1.48444e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65538 members 
Mstep: Class 2 contains 47803 members 
Entering Unmasked Estep 
Score: -14845005.000000 Penalty: 3782.400635
	Iteration 63Q: 3 clusters Score -1.4845e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63203 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -14845488.000000 Penalty: 3782.400635
	Iteration 64Q: 3 clusters Score -1.484549e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60585 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -14846030.000000 Penalty: 3782.400635
	Iteration 65Q: 3 clusters Score -1.484603e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58367 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -14846375.000000 Penalty: 3782.400635
	Iteration 66Q: 3 clusters Score -1.484638e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56830 members 
Mstep: Class 2 contains 56511 members 
Entering Unmasked Estep 
Score: -14846552.000000 Penalty: 3782.400635
	Iteration 67Q: 3 clusters Score -1.484655e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -14846475.000000 Penalty: 3782.400635
	Iteration 68Q: 3 clusters Score -1.484648e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 57635 members 
Entering Unmasked Estep 
Score: -14846566.000000 Penalty: 3782.400635
	Iteration 69Q: 3 clusters Score -1.484657e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 57447 members 
Entering Unmasked Estep 
Score: -14846522.000000 Penalty: 3782.400635
	Iteration 70Q: 3 clusters Score -1.484652e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56407 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -14846612.000000 Penalty: 3782.400635
	Iteration 71Q: 3 clusters Score -1.484661e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 56210 members 
Entering Unmasked Estep 
Score: -14846694.000000 Penalty: 3782.400635
	Iteration 72Q: 3 clusters Score -1.484669e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -14846526.000000 Penalty: 3782.400635
	Iteration 73Q: 3 clusters Score -1.484653e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58786 members 
Mstep: Class 2 contains 54555 members 
Entering Unmasked Estep 
Score: -14846386.000000 Penalty: 3782.400635
	Iteration 74Q: 3 clusters Score -1.484639e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59607 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -14846500.000000 Penalty: 3782.400635
	Iteration 75Q: 3 clusters Score -1.48465e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -14846467.000000 Penalty: 3782.400635
	Iteration 76Q: 3 clusters Score -1.484647e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60728 members 
Mstep: Class 2 contains 52613 members 
Entering Unmasked Estep 
Score: -14846411.000000 Penalty: 3782.400635
	Iteration 77Q: 3 clusters Score -1.484641e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61035 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -14846331.000000 Penalty: 3782.400635
	Iteration 78Q: 3 clusters Score -1.484633e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 52132 members 
Entering Unmasked Estep 
Score: -14846320.000000 Penalty: 3782.400635
	Iteration 79Q: 3 clusters Score -1.484632e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61321 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -14846308.000000 Penalty: 3782.400635
	Iteration 80F: 3 clusters Score -1.484631e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61349 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -14846375.000000 Penalty: 3782.400635
	Iteration 81Q: 3 clusters Score -1.484638e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -14846364.000000 Penalty: 3782.400635
	Iteration 82Q: 3 clusters Score -1.484636e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61312 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -14846315.000000 Penalty: 3782.400635
	Iteration 83Q: 3 clusters Score -1.484632e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -14846298.000000 Penalty: 3782.400635
	Iteration 84Q: 3 clusters Score -1.48463e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61183 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -14846271.000000 Penalty: 3782.400635
	Iteration 85Q: 3 clusters Score -1.484627e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61108 members 
Mstep: Class 2 contains 52233 members 
Entering Unmasked Estep 
Score: -14846290.000000 Penalty: 3782.400635
	Iteration 86Q: 3 clusters Score -1.484629e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -14846301.000000 Penalty: 3782.400635
	Iteration 87Q: 3 clusters Score -1.48463e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61006 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -14846300.000000 Penalty: 3782.400635
	Iteration 88Q: 3 clusters Score -1.48463e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60961 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -14846331.000000 Penalty: 3782.400635
	Iteration 89Q: 3 clusters Score -1.484633e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60924 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -14846341.000000 Penalty: 3782.400635
	Iteration 90Q: 3 clusters Score -1.484634e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60903 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -14846373.000000 Penalty: 3782.400635
	Iteration 91Q: 3 clusters Score -1.484637e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60902 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
Score: -14846375.000000 Penalty: 3782.400635
	Iteration 92Q: 3 clusters Score -1.484638e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60894 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -14846389.000000 Penalty: 3782.400635
	Iteration 93Q: 3 clusters Score -1.484639e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60883 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -14846428.000000 Penalty: 3782.400635
	Iteration 94Q: 3 clusters Score -1.484643e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60884 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -14846413.000000 Penalty: 3782.400635
	Iteration 95Q: 3 clusters Score -1.484641e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60885 members 
Mstep: Class 2 contains 52456 members 
Entering Unmasked Estep 
Score: -14846433.000000 Penalty: 3782.400635
	Iteration 96Q: 3 clusters Score -1.484643e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60881 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -14846427.000000 Penalty: 3782.400635
	Iteration 97Q: 3 clusters Score -1.484643e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60883 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -14846442.000000 Penalty: 3782.400635
	Iteration 98Q: 3 clusters Score -1.484644e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60893 members 
Mstep: Class 2 contains 52448 members 
Entering Unmasked Estep 
Score: -14846410.000000 Penalty: 3782.400635
	Iteration 99Q: 3 clusters Score -1.484641e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60881 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -14846374.000000 Penalty: 3782.400635
	Iteration 100F: 3 clusters Score -1.484637e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60870 members 
Mstep: Class 2 contains 52471 members 
Entering Unmasked Estep 
Score: -14846347.000000 Penalty: 3782.400635
	Iteration 101Q: 3 clusters Score -1.484635e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -14846347.000000 Penalty: 3782.400635
	Iteration 102Q: 3 clusters Score -1.484635e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -14846340.000000 Penalty: 3782.400635
	Iteration 103Q: 3 clusters Score -1.484634e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60860 members 
Mstep: Class 2 contains 52481 members 
Entering Unmasked Estep 
Score: -14846339.000000 Penalty: 3782.400635
	Iteration 104Q: 3 clusters Score -1.484634e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60845 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -14846331.000000 Penalty: 3782.400635
	Iteration 105Q: 3 clusters Score -1.484633e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -14846345.000000 Penalty: 3782.400635
	Iteration 106Q: 3 clusters Score -1.484634e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 52485 members 
Entering Unmasked Estep 
Score: -14846367.000000 Penalty: 3782.400635
	Iteration 107Q: 3 clusters Score -1.484637e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -14846378.000000 Penalty: 3782.400635
	Iteration 108Q: 3 clusters Score -1.484638e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -14846384.000000 Penalty: 3782.400635
	Iteration 109Q: 3 clusters Score -1.484638e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -14846377.000000 Penalty: 3782.400635
	Iteration 110Q: 3 clusters Score -1.484638e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -14846404.000000 Penalty: 3782.400635
	Iteration 111Q: 3 clusters Score -1.48464e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60828 members 
Mstep: Class 2 contains 52513 members 
Entering Unmasked Estep 
Score: -14846416.000000 Penalty: 3782.400635
	Iteration 112Q: 3 clusters Score -1.484642e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60821 members 
Mstep: Class 2 contains 52520 members 
Entering Unmasked Estep 
Score: -14846431.000000 Penalty: 3782.400635
	Iteration 113Q: 3 clusters Score -1.484643e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60819 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -14846424.000000 Penalty: 3782.400635
	Iteration 114Q: 3 clusters Score -1.484642e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60817 members 
Mstep: Class 2 contains 52524 members 
Entering Unmasked Estep 
Score: -14846397.000000 Penalty: 3782.400635
	Iteration 115Q: 3 clusters Score -1.48464e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 52516 members 
Entering Unmasked Estep 
Score: -14846400.000000 Penalty: 3782.400635
	Iteration 116Q: 3 clusters Score -1.48464e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60831 members 
Mstep: Class 2 contains 52510 members 
Entering Unmasked Estep 
Score: -14846389.000000 Penalty: 3782.400635
	Iteration 117Q: 3 clusters Score -1.484639e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 52518 members 
Entering Unmasked Estep 
Score: -14846380.000000 Penalty: 3782.400635
	Iteration 118Q: 3 clusters Score -1.484638e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -14846403.000000 Penalty: 3782.400635
	Iteration 119Q: 3 clusters Score -1.48464e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60832 members 
Mstep: Class 2 contains 52509 members 
Entering Unmasked Estep 
Score: -14846387.000000 Penalty: 3782.400635
	Iteration 120F: 3 clusters Score -1.484639e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60845 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -14846374.000000 Penalty: 3782.400635
	Iteration 121Q: 3 clusters Score -1.484637e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -14846363.000000 Penalty: 3782.400635
	Iteration 122Q: 3 clusters Score -1.484636e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 52485 members 
Entering Unmasked Estep 
Score: -14846348.000000 Penalty: 3782.400635
	Iteration 123Q: 3 clusters Score -1.484635e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 52485 members 
Entering Unmasked Estep 
Score: -14846336.000000 Penalty: 3782.400635
	Iteration 124Q: 3 clusters Score -1.484634e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -14846339.000000 Penalty: 3782.400635
	Iteration 125Q: 3 clusters Score -1.484634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 52493 members 
Entering Unmasked Estep 
Score: -14846342.000000 Penalty: 3782.400635
	Iteration 126Q: 3 clusters Score -1.484634e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -14846333.000000 Penalty: 3782.400635
	Iteration 127Q: 3 clusters Score -1.484633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60843 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -14846328.000000 Penalty: 3782.400635
	Iteration 128Q: 3 clusters Score -1.484633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60842 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -14846326.000000 Penalty: 3782.400635
	Iteration 129Q: 3 clusters Score -1.484633e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -14846332.000000 Penalty: 3782.400635
	Iteration 130Q: 3 clusters Score -1.484633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -14846325.000000 Penalty: 3782.400635
	Iteration 131Q: 3 clusters Score -1.484632e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -14846333.000000 Penalty: 3782.400635
	Iteration 132Q: 3 clusters Score -1.484633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60834 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -14846334.000000 Penalty: 3782.400635
	Iteration 133Q: 3 clusters Score -1.484633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60832 members 
Mstep: Class 2 contains 52509 members 
Entering Unmasked Estep 
Score: -14846335.000000 Penalty: 3782.400635
	Iteration 134Q: 3 clusters Score -1.484634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
Score: -14846336.000000 Penalty: 3782.400635
	Iteration 135Q: 3 clusters Score -1.484634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
Score: -14846341.000000 Penalty: 3782.400635
	Iteration 136Q: 3 clusters Score -1.484634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60822 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -14846324.000000 Penalty: 3782.400635
	Iteration 137Q: 3 clusters Score -1.484632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60822 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -14846334.000000 Penalty: 3782.400635
	Iteration 138Q: 3 clusters Score -1.484633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60820 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -14846329.000000 Penalty: 3782.400635
	Iteration 139Q: 3 clusters Score -1.484633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60820 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -14846326.000000 Penalty: 3782.400635
	Iteration 140F: 3 clusters Score -1.484633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 52523 members 
Entering Unmasked Estep 
Score: -14846337.000000 Penalty: 3782.400635
	Iteration 141Q: 3 clusters Score -1.484634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60820 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -14846326.000000 Penalty: 3782.400635
	Iteration 142Q: 3 clusters Score -1.484633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60822 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -14846324.000000 Penalty: 3782.400635
	Iteration 143Q: 3 clusters Score -1.484632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60822 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -14846324.000000 Penalty: 3782.400635
	Iteration 144F: 3 clusters Score -1.484632e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Entering Unmasked Estep 
Score: -2921500.000000 Penalty: 1626.567749
	Iteration 0F: 2 clusters Score -2921500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2906389.750000 Penalty: 3253.135498
	Iteration 0F: 3 clusters Score -2906390 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2911891.750000 Penalty: 3253.135498
	Iteration 1F: 3 clusters Score -2911892 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2912292.250000 Penalty: 3253.135498
	Iteration 2Q: 3 clusters Score -2912292 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2912769.750000 Penalty: 3253.135498
	Iteration 3Q: 3 clusters Score -2912770 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2913382.000000 Penalty: 3253.135498
	Iteration 4F: 3 clusters Score -2913382 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2914282.750000 Penalty: 3253.135498
	Iteration 5F: 3 clusters Score -2914283 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2915602.250000 Penalty: 3253.135498
	Iteration 6F: 3 clusters Score -2915602 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2917059.250000 Penalty: 3253.135498
	Iteration 7F: 3 clusters Score -2917059 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -2918399.750000 Penalty: 3253.135498
	Iteration 8F: 3 clusters Score -2918400 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2919247.750000 Penalty: 3253.135498
	Iteration 9Q: 3 clusters Score -2919248 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2919697.250000 Penalty: 3253.135498
	Iteration 10Q: 3 clusters Score -2919697 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2919904.500000 Penalty: 3253.135498
	Iteration 11Q: 3 clusters Score -2919904 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -2919996.750000 Penalty: 3253.135498
	Iteration 12Q: 3 clusters Score -2919997 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -2920040.250000 Penalty: 3253.135498
	Iteration 13Q: 3 clusters Score -2920040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -2920079.250000 Penalty: 3253.135498
	Iteration 14Q: 3 clusters Score -2920079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -2920108.750000 Penalty: 3253.135498
	Iteration 15Q: 3 clusters Score -2920109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -2920121.750000 Penalty: 3253.135498
	Iteration 16Q: 3 clusters Score -2920122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2920135.500000 Penalty: 3253.135498
	Iteration 17Q: 3 clusters Score -2920136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2920144.750000 Penalty: 3253.135498
	Iteration 18Q: 3 clusters Score -2920145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -2920153.250000 Penalty: 3253.135498
	Iteration 19Q: 3 clusters Score -2920153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2920160.750000 Penalty: 3253.135498
	Iteration 20F: 3 clusters Score -2920161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2920161.750000 Penalty: 3253.135498
	Iteration 21Q: 3 clusters Score -2920162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -2920161.250000 Penalty: 3253.135498
	Iteration 22Q: 3 clusters Score -2920161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2920161.000000 Penalty: 3253.135498
	Iteration 23Q: 3 clusters Score -2920161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2920166.250000 Penalty: 3253.135498
	Iteration 24Q: 3 clusters Score -2920166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2920168.250000 Penalty: 3253.135498
	Iteration 25Q: 3 clusters Score -2920168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2920169.750000 Penalty: 3253.135498
	Iteration 26Q: 3 clusters Score -2920170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -2920171.000000 Penalty: 3253.135498
	Iteration 27Q: 3 clusters Score -2920171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -2920170.500000 Penalty: 3253.135498
	Iteration 28Q: 3 clusters Score -2920170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -2920172.000000 Penalty: 3253.135498
	Iteration 29Q: 3 clusters Score -2920172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -2920172.000000 Penalty: 3253.135498
	Iteration 30F: 3 clusters Score -2920172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 37361 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 17998 members 
Mstep: Class 10 contains 19805 members 
Mstep: Class 11 contains 82266 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 195 members 
Mstep: Class 14 contains 103616 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18751 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 19 contains 113341 members 
Mstep: Class 20 contains 22240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039464.000000 Penalty: 33678.312500
Iteration 79Q: 17 clusters Score -5.403946e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 37295 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18029 members 
Mstep: Class 10 contains 19803 members 
Mstep: Class 11 contains 82280 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 195 members 
Mstep: Class 14 contains 103574 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18794 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 19 contains 113357 members 
Mstep: Class 20 contains 22246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039452.000000 Penalty: 33678.312500
Iteration 80F: 17 clusters Score -5.403945e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 37226 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18060 members 
Mstep: Class 10 contains 19803 members 
Mstep: Class 11 contains 82289 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 103556 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18835 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 19 contains 113359 members 
Mstep: Class 20 contains 22250 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 17 clusters Score -5.403948e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 37167 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18096 members 
Mstep: Class 10 contains 19804 members 
Mstep: Class 11 contains 82292 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 103516 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18876 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 19 contains 113373 members 
Mstep: Class 20 contains 22255 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 17 clusters Score -5.403952e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 37108 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18122 members 
Mstep: Class 10 contains 19804 members 
Mstep: Class 11 contains 82291 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 205 members 
Mstep: Class 14 contains 103491 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18915 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 19 contains 113379 members 
Mstep: Class 20 contains 22269 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 17 clusters Score -5.40395e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 37054 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18140 members 
Mstep: Class 10 contains 19802 members 
Mstep: Class 11 contains 82288 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 204 members 
Mstep: Class 14 contains 103480 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 18952 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113375 members 
Mstep: Class 20 contains 22287 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 17 clusters Score -5.403953e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 37007 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18159 members 
Mstep: Class 10 contains 19800 members 
Mstep: Class 11 contains 82280 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 103460 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19000 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113379 members 
Mstep: Class 20 contains 22293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039520.000000 Penalty: 33678.312500
Iteration 85Q: 17 clusters Score -5.403952e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 36966 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18192 members 
Mstep: Class 10 contains 19797 members 
Mstep: Class 11 contains 82277 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 103441 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19037 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113368 members 
Mstep: Class 20 contains 22300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039556.000000 Penalty: 33678.312500
Iteration 86Q: 17 clusters Score -5.403956e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36922 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18221 members 
Mstep: Class 10 contains 19792 members 
Mstep: Class 11 contains 82274 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 103435 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19077 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113354 members 
Mstep: Class 20 contains 22304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039544.000000 Penalty: 33678.312500
Iteration 87Q: 17 clusters Score -5.403954e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36894 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18251 members 
Mstep: Class 10 contains 19791 members 
Mstep: Class 11 contains 82270 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 103425 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19113 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113328 members 
Mstep: Class 20 contains 22307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039584.000000 Penalty: 33678.312500
Iteration 88Q: 17 clusters Score -5.403958e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36856 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18280 members 
Mstep: Class 10 contains 19787 members 
Mstep: Class 11 contains 82270 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 103401 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19152 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 19 contains 113324 members 
Mstep: Class 20 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039588.000000 Penalty: 33678.312500
Iteration 89Q: 17 clusters Score -5.403959e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36822 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18308 members 
Mstep: Class 10 contains 19785 members 
Mstep: Class 11 contains 82275 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 103371 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19187 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 19 contains 113316 members 
Mstep: Class 20 contains 22316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039636.000000 Penalty: 33678.312500
Iteration 90Q: 17 clusters Score -5.403964e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36785 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18332 members 
Mstep: Class 10 contains 19785 members 
Mstep: Class 11 contains 82272 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 103353 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19220 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 19 contains 113306 members 
Mstep: Class 20 contains 22327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039664.000000 Penalty: 33678.312500
Iteration 91Q: 17 clusters Score -5.403966e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36758 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18344 members 
Mstep: Class 10 contains 19785 members 
Mstep: Class 11 contains 82267 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 103334 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19255 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 19 contains 113303 members 
Mstep: Class 20 contains 22334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039668.000000 Penalty: 33678.312500
Iteration 92Q: 17 clusters Score -5.403967e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36732 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18354 members 
Mstep: Class 10 contains 19783 members 
Mstep: Class 11 contains 82261 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 103310 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19283 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 19 contains 113316 members 
Mstep: Class 20 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039632.000000 Penalty: 33678.312500
Iteration 93Q: 17 clusters Score -5.403963e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36706 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18363 members 
Mstep: Class 10 contains 19784 members 
Mstep: Class 11 contains 82259 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 103301 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19306 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 19 contains 113319 members 
Mstep: Class 20 contains 22342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039664.000000 Penalty: 33678.312500
Iteration 94Q: 17 clusters Score -5.403966e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36688 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18376 members 
Mstep: Class 10 contains 19784 members 
Mstep: Class 11 contains 82251 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 103299 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19323 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 19 contains 113316 members 
Mstep: Class 20 contains 22343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039620.000000 Penalty: 33678.312500
Iteration 95Q: 17 clusters Score -5.403962e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36667 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18390 members 
Mstep: Class 10 contains 19784 members 
Mstep: Class 11 contains 82250 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 103297 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19337 members 
Mstep: Class 17 contains 678 members 
Mstep: Class 19 contains 113314 members 
Mstep: Class 20 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039688.000000 Penalty: 33678.312500
Iteration 96Q: 17 clusters Score -5.403969e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36648 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18400 members 
Mstep: Class 10 contains 19783 members 
Mstep: Class 11 contains 82245 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 103304 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19346 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113313 members 
Mstep: Class 20 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039720.000000 Penalty: 33678.312500
Iteration 97Q: 17 clusters Score -5.403972e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36637 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18409 members 
Mstep: Class 10 contains 19783 members 
Mstep: Class 11 contains 82242 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 103309 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19352 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113306 members 
Mstep: Class 20 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039656.000000 Penalty: 33678.312500
Iteration 98Q: 17 clusters Score -5.403966e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36621 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18413 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 82238 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 103322 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19363 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113302 members 
Mstep: Class 20 contains 22339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039664.000000 Penalty: 33678.312500
Iteration 99Q: 17 clusters Score -5.403966e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36607 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18423 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 82239 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 203 members 
Mstep: Class 14 contains 103318 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19373 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113301 members 
Mstep: Class 20 contains 22337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039628.000000 Penalty: 33678.312500
Iteration 100F: 17 clusters Score -5.403963e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36594 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18429 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 82237 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 103310 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19383 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113306 members 
Mstep: Class 20 contains 22339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039760.000000 Penalty: 33678.312500
Iteration 101Q: 17 clusters Score -5.403976e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36586 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18436 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 82238 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 208 members 
Mstep: Class 14 contains 103307 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19391 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113301 members 
Mstep: Class 20 contains 22339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039780.000000 Penalty: 33678.312500
Iteration 102Q: 17 clusters Score -5.403978e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36579 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18440 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 82239 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 210 members 
Mstep: Class 14 contains 103303 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19400 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113297 members 
Mstep: Class 20 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039812.000000 Penalty: 33678.312500
Iteration 103Q: 17 clusters Score -5.403981e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36575 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18438 members 
Mstep: Class 10 contains 19783 members 
Mstep: Class 11 contains 82238 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 209 members 
Mstep: Class 14 contains 103305 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19407 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113291 members 
Mstep: Class 20 contains 22342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039896.000000 Penalty: 33678.312500
Iteration 104Q: 17 clusters Score -5.40399e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36570 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 404 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18439 members 
Mstep: Class 10 contains 19782 members 
Mstep: Class 11 contains 82234 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 208 members 
Mstep: Class 14 contains 103311 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19415 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113283 members 
Mstep: Class 20 contains 22345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039956.000000 Penalty: 33678.312500
Iteration 105Q: 17 clusters Score -5.403996e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36563 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18440 members 
Mstep: Class 10 contains 19783 members 
Mstep: Class 11 contains 82229 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 103310 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19427 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113280 members 
Mstep: Class 20 contains 22347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039944.000000 Penalty: 33678.312500
Iteration 106Q: 17 clusters Score -5.403994e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36549 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18443 members 
Mstep: Class 10 contains 19782 members 
Mstep: Class 11 contains 82227 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 103313 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19435 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113281 members 
Mstep: Class 20 contains 22349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039976.000000 Penalty: 33678.312500
Iteration 107Q: 17 clusters Score -5.403998e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36541 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18450 members 
Mstep: Class 10 contains 19783 members 
Mstep: Class 11 contains 82228 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 103312 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19438 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113276 members 
Mstep: Class 20 contains 22351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039988.000000 Penalty: 33678.312500
Iteration 108Q: 17 clusters Score -5.403999e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36530 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18456 members 
Mstep: Class 10 contains 19783 members 
Mstep: Class 11 contains 82231 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 103317 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19438 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113274 members 
Mstep: Class 20 contains 22350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039996.000000 Penalty: 33678.312500
Iteration 109Q: 17 clusters Score -5.404e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36516 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18459 members 
Mstep: Class 10 contains 19783 members 
Mstep: Class 11 contains 82231 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 103322 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19444 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113274 members 
Mstep: Class 20 contains 22350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54039996.000000 Penalty: 33678.312500
Iteration 110Q: 17 clusters Score -5.404e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36495 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18464 members 
Mstep: Class 10 contains 19782 members 
Mstep: Class 11 contains 82231 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 103337 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19445 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113275 members 
Mstep: Class 20 contains 22350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040040.000000 Penalty: 33678.312500
Iteration 111Q: 17 clusters Score -5.404004e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36474 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18466 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 82232 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 103347 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19448 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113280 members 
Mstep: Class 20 contains 22351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040012.000000 Penalty: 33678.312500
Iteration 112Q: 17 clusters Score -5.404001e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36453 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18466 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 82233 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 103357 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19452 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113284 members 
Mstep: Class 20 contains 22353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040016.000000 Penalty: 33678.312500
Iteration 113Q: 17 clusters Score -5.404002e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36438 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18468 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 82232 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 103361 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19456 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113288 members 
Mstep: Class 20 contains 22355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040008.000000 Penalty: 33678.312500
Iteration 114Q: 17 clusters Score -5.404001e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36426 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18470 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 82233 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 103367 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19460 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113287 members 
Mstep: Class 20 contains 22355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040024.000000 Penalty: 33678.312500
Iteration 115Q: 17 clusters Score -5.404002e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36413 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18473 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 82232 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 103370 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19466 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113289 members 
Mstep: Class 20 contains 22355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040040.000000 Penalty: 33678.312500
Iteration 116Q: 17 clusters Score -5.404004e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36403 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18473 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 103363 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19472 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113293 members 
Mstep: Class 20 contains 22359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040036.000000 Penalty: 33678.312500
Iteration 117Q: 17 clusters Score -5.404004e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36395 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18471 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 103360 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19477 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113294 members 
Mstep: Class 20 contains 22366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040008.000000 Penalty: 33678.312500
Iteration 118Q: 17 clusters Score -5.404001e+07 nChanged 23
Entering ConstructFrom: 
Score: -54040008.000000 Penalty: 33678.312500
Entering ConstructFrom: 
Trying to split cluster 1 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -112941.156250 Penalty: 1105.569580
	Iteration 0F: 2 clusters Score -112941.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -111563.210938 Penalty: 2211.139160
	Iteration 0F: 3 clusters Score -111563.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111793.828125 Penalty: 2211.139160
	Iteration 1F: 3 clusters Score -111793.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -111863.601562 Penalty: 2211.139160
	Iteration 2F: 3 clusters Score -111863.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -111902.593750 Penalty: 2211.139160
	Iteration 3Q: 3 clusters Score -111902.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -111918.945312 Penalty: 2211.139160
	Iteration 4Q: 3 clusters Score -111918.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -111925.710938 Penalty: 2211.139160
	Iteration 5Q: 3 clusters Score -111925.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -111936.007812 Penalty: 2211.139160
	Iteration 6Q: 3 clusters Score -111936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -111945.242188 Penalty: 2211.139160
	Iteration 7Q: 3 clusters Score -111945.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -111959.078125 Penalty: 2211.139160
	Iteration 8Q: 3 clusters Score -111959.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -111968.265625 Penalty: 2211.139160
	Iteration 9Q: 3 clusters Score -111968.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -111982.218750 Penalty: 2211.139160
	Iteration 10Q: 3 clusters Score -111982.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -111991.367188 Penalty: 2211.139160
	Iteration 11Q: 3 clusters Score -111991.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -111999.726562 Penalty: 2211.139160
	Iteration 12Q: 3 clusters Score -111999.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -112017.023438 Penalty: 2211.139160
	Iteration 13Q: 3 clusters Score -112017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -112024.820312 Penalty: 2211.139160
	Iteration 14Q: 3 clusters Score -112024.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -112028.187500 Penalty: 2211.139160
	Iteration 15Q: 3 clusters Score -112028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -112031.367188 Penalty: 2211.139160
	Iteration 16Q: 3 clusters Score -112031.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -112033.109375 Penalty: 2211.139160
	Iteration 17Q: 3 clusters Score -112033.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -112033.601562 Penalty: 2211.139160
	Iteration 18Q: 3 clusters Score -112033.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -112034.445312 Penalty: 2211.139160
	Iteration 19Q: 3 clusters Score -112034.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -112035.039062 Penalty: 2211.139160
	Iteration 20F: 3 clusters Score -112035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -112036.648438 Penalty: 2211.139160
	Iteration 21Q: 3 clusters Score -112036.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -112037.132812 Penalty: 2211.139160
	Iteration 22Q: 3 clusters Score -112037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -112037.750000 Penalty: 2211.139160
	Iteration 23Q: 3 clusters Score -112037.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -112037.750000 Penalty: 2211.139160
	Iteration 24F: 3 clusters Score -112037.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Entering Unmasked Estep 
Score: -4746502.000000 Penalty: 1706.569580
	Iteration 0F: 2 clusters Score -4746502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -4721854.500000 Penalty: 3413.139160
	Iteration 0F: 3 clusters Score -4721854 nChanged 17032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -4731317.500000 Penalty: 3413.139160
	Iteration 1F: 3 clusters Score -4731318 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -4731694.000000 Penalty: 3413.139160
	Iteration 2Q: 3 clusters Score -4731694 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -4732110.500000 Penalty: 3413.139160
	Iteration 3Q: 3 clusters Score -4732110 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -4732672.000000 Penalty: 3413.139160
	Iteration 4Q: 3 clusters Score -4732672 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -4733418.500000 Penalty: 3413.139160
	Iteration 5Q: 3 clusters Score -4733418 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -4734561.000000 Penalty: 3413.139160
	Iteration 6F: 3 clusters Score -4734561 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -4736081.000000 Penalty: 3413.139160
	Iteration 7F: 3 clusters Score -4736081 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -4737927.500000 Penalty: 3413.139160
	Iteration 8F: 3 clusters Score -4737928 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -4739759.000000 Penalty: 3413.139160
	Iteration 9F: 3 clusters Score -4739759 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -4741075.000000 Penalty: 3413.139160
	Iteration 10Q: 3 clusters Score -4741075 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -4741728.500000 Penalty: 3413.139160
	Iteration 11Q: 3 clusters Score -4741728 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -4742062.000000 Penalty: 3413.139160
	Iteration 12Q: 3 clusters Score -4742062 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -4742360.500000 Penalty: 3413.139160
	Iteration 13Q: 3 clusters Score -4742360 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -4742635.500000 Penalty: 3413.139160
	Iteration 14Q: 3 clusters Score -4742636 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -4742910.000000 Penalty: 3413.139160
	Iteration 15Q: 3 clusters Score -4742910 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -4743134.500000 Penalty: 3413.139160
	Iteration 16Q: 3 clusters Score -4743134 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -4743380.500000 Penalty: 3413.139160
	Iteration 17Q: 3 clusters Score -4743380 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -4743635.500000 Penalty: 3413.139160
	Iteration 18Q: 3 clusters Score -4743636 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -4743885.500000 Penalty: 3413.139160
	Iteration 19Q: 3 clusters Score -4743886 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4744055.500000 Penalty: 3413.139160
	Iteration 20F: 3 clusters Score -4744056 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -4744191.500000 Penalty: 3413.139160
	Iteration 21Q: 3 clusters Score -4744192 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4744259.500000 Penalty: 3413.139160
	Iteration 22Q: 3 clusters Score -4744260 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4744329.500000 Penalty: 3413.139160
	Iteration 23Q: 3 clusters Score -4744330 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4744425.500000 Penalty: 3413.139160
	Iteration 24Q: 3 clusters Score -4744426 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4744515.000000 Penalty: 3413.139160
	Iteration 25Q: 3 clusters Score -4744515 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4744572.000000 Penalty: 3413.139160
	Iteration 26Q: 3 clusters Score -4744572 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4744626.000000 Penalty: 3413.139160
	Iteration 27Q: 3 clusters Score -4744626 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4744675.500000 Penalty: 3413.139160
	Iteration 28Q: 3 clusters Score -4744676 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4744716.000000 Penalty: 3413.139160
	Iteration 29Q: 3 clusters Score -4744716 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4744746.500000 Penalty: 3413.139160
	Iteration 30Q: 3 clusters Score -4744746 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4744766.000000 Penalty: 3413.139160
	Iteration 31Q: 3 clusters Score -4744766 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4744801.000000 Penalty: 3413.139160
	Iteration 32Q: 3 clusters Score -4744801 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4744826.000000 Penalty: 3413.139160
	Iteration 33Q: 3 clusters Score -4744826 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4744849.500000 Penalty: 3413.139160
	Iteration 34Q: 3 clusters Score -4744850 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4744858.500000 Penalty: 3413.139160
	Iteration 35Q: 3 clusters Score -4744858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4744872.500000 Penalty: 3413.139160
	Iteration 36Q: 3 clusters Score -4744872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4744891.500000 Penalty: 3413.139160
	Iteration 37Q: 3 clusters Score -4744892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4744902.000000 Penalty: 3413.139160
	Iteration 38Q: 3 clusters Score -4744902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4744908.000000 Penalty: 3413.139160
	Iteration 39Q: 3 clusters Score -4744908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4744907.500000 Penalty: 3413.139160
	Iteration 40F: 3 clusters Score -4744908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4744908.500000 Penalty: 3413.139160
	Iteration 41Q: 3 clusters Score -4744908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4744915.500000 Penalty: 3413.139160
	Iteration 42Q: 3 clusters Score -4744916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4744922.500000 Penalty: 3413.139160
	Iteration 43Q: 3 clusters Score -4744922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4744925.000000 Penalty: 3413.139160
	Iteration 44Q: 3 clusters Score -4744925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4744927.500000 Penalty: 3413.139160
	Iteration 45Q: 3 clusters Score -4744928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4744928.500000 Penalty: 3413.139160
	Iteration 46Q: 3 clusters Score -4744928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4744930.000000 Penalty: 3413.139160
	Iteration 47Q: 3 clusters Score -4744930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4744933.000000 Penalty: 3413.139160
	Iteration 48Q: 3 clusters Score -4744933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4744945.000000 Penalty: 3413.139160
	Iteration 49Q: 3 clusters Score -4744945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4744948.500000 Penalty: 3413.139160
	Iteration 50Q: 3 clusters Score -4744948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4744958.500000 Penalty: 3413.139160
	Iteration 51Q: 3 clusters Score -4744958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4744967.000000 Penalty: 3413.139160
	Iteration 52Q: 3 clusters Score -4744967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4744979.000000 Penalty: 3413.139160
	Iteration 53Q: 3 clusters Score -4744979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4744991.500000 Penalty: 3413.139160
	Iteration 54Q: 3 clusters Score -4744992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4745001.000000 Penalty: 3413.139160
	Iteration 55Q: 3 clusters Score -4745001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4745017.500000 Penalty: 3413.139160
	Iteration 56Q: 3 clusters Score -4745018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4745026.000000 Penalty: 3413.139160
	Iteration 57Q: 3 clusters Score -4745026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4745032.500000 Penalty: 3413.139160
	Iteration 58Q: 3 clusters Score -4745032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4745033.500000 Penalty: 3413.139160
	Iteration 59Q: 3 clusters Score -4745034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4745030.000000 Penalty: 3413.139160
	Iteration 60F: 3 clusters Score -4745030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4745028.500000 Penalty: 3413.139160
	Iteration 61Q: 3 clusters Score -4745028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4745028.500000 Penalty: 3413.139160
	Iteration 62F: 3 clusters Score -4745028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -59045.007812 Penalty: 1023.877747
	Iteration 0F: 2 clusters Score -59045.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58076.679688 Penalty: 2047.755493
	Iteration 0F: 3 clusters Score -58076.68 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -58428.527344 Penalty: 2047.755493
	Iteration 1F: 3 clusters Score -58428.53 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -58680.285156 Penalty: 2047.755493
	Iteration 2F: 3 clusters Score -58680.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -58832.574219 Penalty: 2047.755493
	Iteration 3F: 3 clusters Score -58832.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -58965.703125 Penalty: 2047.755493
	Iteration 4Q: 3 clusters Score -58965.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59055.437500 Penalty: 2047.755493
	Iteration 5Q: 3 clusters Score -59055.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -59106.562500 Penalty: 2047.755493
	Iteration 6Q: 3 clusters Score -59106.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59140.929688 Penalty: 2047.755493
	Iteration 7Q: 3 clusters Score -59140.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59151.890625 Penalty: 2047.755493
	Iteration 8Q: 3 clusters Score -59151.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59151.890625 Penalty: 2047.755493
	Iteration 9F: 3 clusters Score -59151.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36387 members 
Mstep: Class 3 contains 312 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18472 members 
Mstep: Class 7 contains 233 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 103357 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19484 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113291 members 
Mstep: Class 20 contains 22372 members 
Entering Unmasked Estep 
Score: -54039060.000000 Penalty: 35783.207031
Splitting cluster 3 changes total score from -54040008.000000 to -54039060.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -29631.050781 Penalty: 976.032410
	Iteration 0F: 2 clusters Score -29631.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28755.576172 Penalty: 1952.064819
	Iteration 0F: 3 clusters Score -28755.58 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29046.099609 Penalty: 1952.064819
	Iteration 1F: 3 clusters Score -29046.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29137.285156 Penalty: 1952.064819
	Iteration 2F: 3 clusters Score -29137.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -29203.167969 Penalty: 1952.064819
	Iteration 3Q: 3 clusters Score -29203.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -29272.841797 Penalty: 1952.064819
	Iteration 4Q: 3 clusters Score -29272.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29336.906250 Penalty: 1952.064819
	Iteration 5Q: 3 clusters Score -29336.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -29398.482422 Penalty: 1952.064819
	Iteration 6Q: 3 clusters Score -29398.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -29404.876953 Penalty: 1952.064819
	Iteration 7Q: 3 clusters Score -29404.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -29415.316406 Penalty: 1952.064819
	Iteration 8Q: 3 clusters Score -29415.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -29415.316406 Penalty: 1952.064819
	Iteration 9F: 3 clusters Score -29415.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -51731.289062 Penalty: 939.370850
	Iteration 0F: 2 clusters Score -51731.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50788.210938 Penalty: 1878.741699
	Iteration 0F: 3 clusters Score -50788.21 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50890.640625 Penalty: 1878.741699
	Iteration 1F: 3 clusters Score -50890.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50920.417969 Penalty: 1878.741699
	Iteration 2Q: 3 clusters Score -50920.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50929.949219 Penalty: 1878.741699
	Iteration 3Q: 3 clusters Score -50929.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50930.421875 Penalty: 1878.741699
	Iteration 4Q: 3 clusters Score -50930.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50930.421875 Penalty: 1878.741699
	Iteration 5F: 3 clusters Score -50930.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Entering Unmasked Estep 
Score: -2423239.000000 Penalty: 1596.401978
	Iteration 0F: 2 clusters Score -2423239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2410612.500000 Penalty: 3192.803955
	Iteration 0F: 3 clusters Score -2410612 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2415177.750000 Penalty: 3192.803955
	Iteration 1F: 3 clusters Score -2415178 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2415476.500000 Penalty: 3192.803955
	Iteration 2Q: 3 clusters Score -2415476 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2415743.750000 Penalty: 3192.803955
	Iteration 3Q: 3 clusters Score -2415744 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2415976.500000 Penalty: 3192.803955
	Iteration 4Q: 3 clusters Score -2415976 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2416247.000000 Penalty: 3192.803955
	Iteration 5Q: 3 clusters Score -2416247 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2416577.750000 Penalty: 3192.803955
	Iteration 6Q: 3 clusters Score -2416578 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2417064.000000 Penalty: 3192.803955
	Iteration 7Q: 3 clusters Score -2417064 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -2417709.750000 Penalty: 3192.803955
	Iteration 8F: 3 clusters Score -2417710 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2418469.750000 Penalty: 3192.803955
	Iteration 9F: 3 clusters Score -2418470 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2419300.000000 Penalty: 3192.803955
	Iteration 10F: 3 clusters Score -2419300 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2420066.250000 Penalty: 3192.803955
	Iteration 11Q: 3 clusters Score -2420066 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2420700.750000 Penalty: 3192.803955
	Iteration 12Q: 3 clusters Score -2420701 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -2421129.500000 Penalty: 3192.803955
	Iteration 13Q: 3 clusters Score -2421130 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2421421.250000 Penalty: 3192.803955
	Iteration 14Q: 3 clusters Score -2421421 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2421582.000000 Penalty: 3192.803955
	Iteration 15Q: 3 clusters Score -2421582 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2421683.250000 Penalty: 3192.803955
	Iteration 16Q: 3 clusters Score -2421683 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2421760.750000 Penalty: 3192.803955
	Iteration 17Q: 3 clusters Score -2421761 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2421804.250000 Penalty: 3192.803955
	Iteration 18Q: 3 clusters Score -2421804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2421830.000000 Penalty: 3192.803955
	Iteration 19Q: 3 clusters Score -2421830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2421852.500000 Penalty: 3192.803955
	Iteration 20F: 3 clusters Score -2421852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2421865.500000 Penalty: 3192.803955
	Iteration 21Q: 3 clusters Score -2421866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2421875.750000 Penalty: 3192.803955
	Iteration 22Q: 3 clusters Score -2421876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2421877.250000 Penalty: 3192.803955
	Iteration 23Q: 3 clusters Score -2421877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2421884.250000 Penalty: 3192.803955
	Iteration 24Q: 3 clusters Score -2421884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2421884.250000 Penalty: 3192.803955
	Iteration 25F: 3 clusters Score -2421884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Entering Unmasked Estep 
Score: -2513893.750000 Penalty: 1607.527466
	Iteration 0F: 2 clusters Score -2513894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2500482.000000 Penalty: 3215.054932
	Iteration 0F: 3 clusters Score -2500482 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2505422.500000 Penalty: 3215.054932
	Iteration 1F: 3 clusters Score -2505422 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2506122.750000 Penalty: 3215.054932
	Iteration 2F: 3 clusters Score -2506123 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2507035.500000 Penalty: 3215.054932
	Iteration 3F: 3 clusters Score -2507036 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2508076.750000 Penalty: 3215.054932
	Iteration 4F: 3 clusters Score -2508077 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2509006.250000 Penalty: 3215.054932
	Iteration 5F: 3 clusters Score -2509006 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2509592.250000 Penalty: 3215.054932
	Iteration 6F: 3 clusters Score -2509592 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2509911.750000 Penalty: 3215.054932
	Iteration 7Q: 3 clusters Score -2509912 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2510115.500000 Penalty: 3215.054932
	Iteration 8Q: 3 clusters Score -2510116 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2510347.250000 Penalty: 3215.054932
	Iteration 9Q: 3 clusters Score -2510347 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2510626.250000 Penalty: 3215.054932
	Iteration 10Q: 3 clusters Score -2510626 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2510995.000000 Penalty: 3215.054932
	Iteration 11Q: 3 clusters Score -2510995 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2511377.500000 Penalty: 3215.054932
	Iteration 12Q: 3 clusters Score -2511378 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2511771.250000 Penalty: 3215.054932
	Iteration 13Q: 3 clusters Score -2511771 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2512049.500000 Penalty: 3215.054932
	Iteration 14Q: 3 clusters Score -2512050 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2512239.000000 Penalty: 3215.054932
	Iteration 15Q: 3 clusters Score -2512239 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2512364.500000 Penalty: 3215.054932
	Iteration 16Q: 3 clusters Score -2512364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2512421.250000 Penalty: 3215.054932
	Iteration 17Q: 3 clusters Score -2512421 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2512447.750000 Penalty: 3215.054932
	Iteration 18Q: 3 clusters Score -2512448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2512469.250000 Penalty: 3215.054932
	Iteration 19Q: 3 clusters Score -2512469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2512488.750000 Penalty: 3215.054932
	Iteration 20F: 3 clusters Score -2512489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2512508.000000 Penalty: 3215.054932
	Iteration 21Q: 3 clusters Score -2512508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2512515.000000 Penalty: 3215.054932
	Iteration 22Q: 3 clusters Score -2512515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2512520.000000 Penalty: 3215.054932
	Iteration 23Q: 3 clusters Score -2512520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2512531.000000 Penalty: 3215.054932
	Iteration 24Q: 3 clusters Score -2512531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -2512534.500000 Penalty: 3215.054932
	Iteration 25Q: 3 clusters Score -2512534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2512537.000000 Penalty: 3215.054932
	Iteration 26Q: 3 clusters Score -2512537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2512537.000000 Penalty: 3215.054932
	Iteration 27F: 3 clusters Score -2512537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (82235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82235 members 
Entering Unmasked Estep 
Score: -10779713.000000 Penalty: 1839.067139
	Iteration 0F: 2 clusters Score -1.077971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -10734003.000000 Penalty: 3678.134277
	Iteration 0F: 3 clusters Score -1.0734e+07 nChanged 39389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -10756810.000000 Penalty: 3678.134277
	Iteration 1F: 3 clusters Score -1.075681e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -10757381.000000 Penalty: 3678.134277
	Iteration 2Q: 3 clusters Score -1.075738e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -10758003.000000 Penalty: 3678.134277
	Iteration 3Q: 3 clusters Score -1.0758e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -10758892.000000 Penalty: 3678.134277
	Iteration 4Q: 3 clusters Score -1.075889e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -10760186.000000 Penalty: 3678.134277
	Iteration 5Q: 3 clusters Score -1.076019e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -10762241.000000 Penalty: 3678.134277
	Iteration 6F: 3 clusters Score -1.076224e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 57998 members 
Entering Unmasked Estep 
Score: -10765451.000000 Penalty: 3678.134277
	Iteration 7F: 3 clusters Score -1.076545e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 65732 members 
Entering Unmasked Estep 
Score: -10769401.000000 Penalty: 3678.134277
	Iteration 8F: 3 clusters Score -1.07694e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 72993 members 
Entering Unmasked Estep 
Score: -10773055.000000 Penalty: 3678.134277
	Iteration 9F: 3 clusters Score -1.077306e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 77876 members 
Entering Unmasked Estep 
Score: -10775659.000000 Penalty: 3678.134277
	Iteration 10F: 3 clusters Score -1.077566e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -10777255.000000 Penalty: 3678.134277
	Iteration 11Q: 3 clusters Score -1.077726e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 81344 members 
Entering Unmasked Estep 
Score: -10777751.000000 Penalty: 3678.134277
	Iteration 12Q: 3 clusters Score -1.077775e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 81711 members 
Entering Unmasked Estep 
Score: -10778073.000000 Penalty: 3678.134277
	Iteration 13Q: 3 clusters Score -1.077807e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 81853 members 
Entering Unmasked Estep 
Score: -10778166.000000 Penalty: 3678.134277
	Iteration 14Q: 3 clusters Score -1.077817e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 81919 members 
Entering Unmasked Estep 
Score: -10778251.000000 Penalty: 3678.134277
	Iteration 15Q: 3 clusters Score -1.077825e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -10778294.000000 Penalty: 3678.134277
	Iteration 16Q: 3 clusters Score -1.077829e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 81975 members 
Entering Unmasked Estep 
Score: -10778340.000000 Penalty: 3678.134277
	Iteration 17Q: 3 clusters Score -1.077834e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 81990 members 
Entering Unmasked Estep 
Score: -10778352.000000 Penalty: 3678.134277
	Iteration 18Q: 3 clusters Score -1.077835e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 81992 members 
Entering Unmasked Estep 
Score: -10778372.000000 Penalty: 3678.134277
	Iteration 19Q: 3 clusters Score -1.077837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 81993 members 
Entering Unmasked Estep 
Score: -10778380.000000 Penalty: 3678.134277
	Iteration 20F: 3 clusters Score -1.077838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 81991 members 
Entering Unmasked Estep 
Score: -10778385.000000 Penalty: 3678.134277
	Iteration 21Q: 3 clusters Score -1.077838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 81987 members 
Entering Unmasked Estep 
Score: -10778404.000000 Penalty: 3678.134277
	Iteration 22Q: 3 clusters Score -1.07784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 81986 members 
Entering Unmasked Estep 
Score: -10778405.000000 Penalty: 3678.134277
	Iteration 23Q: 3 clusters Score -1.07784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 81987 members 
Entering Unmasked Estep 
Score: -10778421.000000 Penalty: 3678.134277
	Iteration 24Q: 3 clusters Score -1.077842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 81986 members 
Entering Unmasked Estep 
Score: -10778416.000000 Penalty: 3678.134277
	Iteration 25Q: 3 clusters Score -1.077842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 81987 members 
Entering Unmasked Estep 
Score: -10778415.000000 Penalty: 3678.134277
	Iteration 26Q: 3 clusters Score -1.077842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 81989 members 
Entering Unmasked Estep 
Score: -10778414.000000 Penalty: 3678.134277
	Iteration 27Q: 3 clusters Score -1.077841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 81991 members 
Entering Unmasked Estep 
Score: -10778420.000000 Penalty: 3678.134277
	Iteration 28Q: 3 clusters Score -1.077842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 81991 members 
Entering Unmasked Estep 
Score: -10778421.000000 Penalty: 3678.134277
	Iteration 29Q: 3 clusters Score -1.077842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 81991 members 
Entering Unmasked Estep 
Score: -10778421.000000 Penalty: 3678.134277
	Iteration 30F: 3 clusters Score -1.077842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -71584.695312 Penalty: 1076.194702
	Iteration 0F: 2 clusters Score -71584.7 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 379 members 
Entering Unmasked Estep 
Score: -70358.414062 Penalty: 2152.389404
	Iteration 0F: 3 clusters Score -70358.41 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -70689.046875 Penalty: 2152.389404
	Iteration 1F: 3 clusters Score -70689.05 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -70832.820312 Penalty: 2152.389404
	Iteration 2F: 3 clusters Score -70832.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -70897.625000 Penalty: 2152.389404
	Iteration 3F: 3 clusters Score -70897.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -70942.906250 Penalty: 2152.389404
	Iteration 4Q: 3 clusters Score -70942.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70971.343750 Penalty: 2152.389404
	Iteration 5Q: 3 clusters Score -70971.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70993.171875 Penalty: 2152.389404
	Iteration 6Q: 3 clusters Score -70993.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71027.718750 Penalty: 2152.389404
	Iteration 7Q: 3 clusters Score -71027.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -71045.539062 Penalty: 2152.389404
	Iteration 8Q: 3 clusters Score -71045.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -71059.945312 Penalty: 2152.389404
	Iteration 9Q: 3 clusters Score -71059.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -71081.789062 Penalty: 2152.389404
	Iteration 10Q: 3 clusters Score -71081.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -71106.093750 Penalty: 2152.389404
	Iteration 11Q: 3 clusters Score -71106.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -71153.281250 Penalty: 2152.389404
	Iteration 12Q: 3 clusters Score -71153.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71191.812500 Penalty: 2152.389404
	Iteration 13Q: 3 clusters Score -71191.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -71246.789062 Penalty: 2152.389404
	Iteration 14Q: 3 clusters Score -71246.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -71283.187500 Penalty: 2152.389404
	Iteration 15Q: 3 clusters Score -71283.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -71309.570312 Penalty: 2152.389404
	Iteration 16Q: 3 clusters Score -71309.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -71338.171875 Penalty: 2152.389404
	Iteration 17Q: 3 clusters Score -71338.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71355.765625 Penalty: 2152.389404
	Iteration 18Q: 3 clusters Score -71355.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -71375.789062 Penalty: 2152.389404
	Iteration 19Q: 3 clusters Score -71375.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -71412.265625 Penalty: 2152.389404
	Iteration 20F: 3 clusters Score -71412.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71437.468750 Penalty: 2152.389404
	Iteration 21Q: 3 clusters Score -71437.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71444.265625 Penalty: 2152.389404
	Iteration 22Q: 3 clusters Score -71444.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71450.046875 Penalty: 2152.389404
	Iteration 23Q: 3 clusters Score -71450.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71450.625000 Penalty: 2152.389404
	Iteration 24Q: 3 clusters Score -71450.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71450.625000 Penalty: 2152.389404
	Iteration 25F: 3 clusters Score -71450.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Entering Unmasked Estep 
Score: -9255.966797 Penalty: 865.779846
	Iteration 0F: 2 clusters Score -9255.967 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 101 members 
Entering Unmasked Estep 
Score: -8590.486328 Penalty: 1731.559692
	Iteration 0F: 3 clusters Score -8590.486 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8774.043945 Penalty: 1731.559692
	Iteration 1F: 3 clusters Score -8774.044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8804.778320 Penalty: 1731.559692
	Iteration 2F: 3 clusters Score -8804.778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8857.125977 Penalty: 1731.559692
	Iteration 3Q: 3 clusters Score -8857.126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8889.305664 Penalty: 1731.559692
	Iteration 4Q: 3 clusters Score -8889.306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8916.403320 Penalty: 1731.559692
	Iteration 5Q: 3 clusters Score -8916.403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8944.886719 Penalty: 1731.559692
	Iteration 6Q: 3 clusters Score -8944.887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8996.502930 Penalty: 1731.559692
	Iteration 7Q: 3 clusters Score -8996.503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9012.919922 Penalty: 1731.559692
	Iteration 8Q: 3 clusters Score -9012.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9018.980469 Penalty: 1731.559692
	Iteration 9Q: 3 clusters Score -9018.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9033.507812 Penalty: 1731.559692
	Iteration 10Q: 3 clusters Score -9033.508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9033.507812 Penalty: 1731.559692
	Iteration 11F: 3 clusters Score -9033.508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (103357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103357 members 
Entering Unmasked Estep 
Score: -13288968.000000 Penalty: 1876.215942
	Iteration 0F: 2 clusters Score -1.328897e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -13221344.000000 Penalty: 3752.431885
	Iteration 0F: 3 clusters Score -1.322134e+07 nChanged 49549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -13250180.000000 Penalty: 3752.431885
	Iteration 1F: 3 clusters Score -1.325018e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -13250860.000000 Penalty: 3752.431885
	Iteration 2Q: 3 clusters Score -1.325086e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -13251875.000000 Penalty: 3752.431885
	Iteration 3Q: 3 clusters Score -1.325188e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -13253157.000000 Penalty: 3752.431885
	Iteration 4Q: 3 clusters Score -1.325316e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64736 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -13255420.000000 Penalty: 3752.431885
	Iteration 5Q: 3 clusters Score -1.325542e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70938 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -13259338.000000 Penalty: 3752.431885
	Iteration 6F: 3 clusters Score -1.325934e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78898 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -13265705.000000 Penalty: 3752.431885
	Iteration 7F: 3 clusters Score -1.32657e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87573 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -13273454.000000 Penalty: 3752.431885
	Iteration 8F: 3 clusters Score -1.327345e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94948 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -13280804.000000 Penalty: 3752.431885
	Iteration 9F: 3 clusters Score -1.32808e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99580 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -13284858.000000 Penalty: 3752.431885
	Iteration 10Q: 3 clusters Score -1.328486e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101627 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -13286483.000000 Penalty: 3752.431885
	Iteration 11Q: 3 clusters Score -1.328648e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102380 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -13287050.000000 Penalty: 3752.431885
	Iteration 12Q: 3 clusters Score -1.328705e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102655 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -13287248.000000 Penalty: 3752.431885
	Iteration 13Q: 3 clusters Score -1.328725e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102748 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -13287379.000000 Penalty: 3752.431885
	Iteration 14Q: 3 clusters Score -1.328738e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102775 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -13287455.000000 Penalty: 3752.431885
	Iteration 15Q: 3 clusters Score -1.328746e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102807 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -13287489.000000 Penalty: 3752.431885
	Iteration 16Q: 3 clusters Score -1.328749e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102820 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -13287518.000000 Penalty: 3752.431885
	Iteration 17Q: 3 clusters Score -1.328752e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102822 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -13287546.000000 Penalty: 3752.431885
	Iteration 18Q: 3 clusters Score -1.328755e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102813 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -13287545.000000 Penalty: 3752.431885
	Iteration 19Q: 3 clusters Score -1.328754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102809 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -13287541.000000 Penalty: 3752.431885
	Iteration 20F: 3 clusters Score -1.328754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -13287556.000000 Penalty: 3752.431885
	Iteration 21Q: 3 clusters Score -1.328756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102808 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -13287573.000000 Penalty: 3752.431885
	Iteration 22Q: 3 clusters Score -1.328757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102805 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -13287571.000000 Penalty: 3752.431885
	Iteration 23Q: 3 clusters Score -1.328757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102801 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -13287577.000000 Penalty: 3752.431885
	Iteration 24Q: 3 clusters Score -1.328758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102801 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -13287585.000000 Penalty: 3752.431885
	Iteration 25Q: 3 clusters Score -1.328758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102802 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -13287587.000000 Penalty: 3752.431885
	Iteration 26Q: 3 clusters Score -1.328759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102800 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -13287598.000000 Penalty: 3752.431885
	Iteration 27Q: 3 clusters Score -1.32876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102800 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -13287593.000000 Penalty: 3752.431885
	Iteration 28Q: 3 clusters Score -1.328759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102800 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -13287594.000000 Penalty: 3752.431885
	Iteration 29Q: 3 clusters Score -1.328759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102799 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -13287595.000000 Penalty: 3752.431885
	Iteration 30Q: 3 clusters Score -1.32876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102799 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -13287594.000000 Penalty: 3752.431885
	Iteration 31Q: 3 clusters Score -1.328759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102798 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -13287585.000000 Penalty: 3752.431885
	Iteration 32Q: 3 clusters Score -1.328758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102798 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -13287589.000000 Penalty: 3752.431885
	Iteration 33Q: 3 clusters Score -1.328759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102799 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -13287591.000000 Penalty: 3752.431885
	Iteration 34Q: 3 clusters Score -1.328759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102801 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -13287593.000000 Penalty: 3752.431885
	Iteration 35Q: 3 clusters Score -1.328759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102801 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -13287588.000000 Penalty: 3752.431885
	Iteration 36Q: 3 clusters Score -1.328759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102800 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -13287592.000000 Penalty: 3752.431885
	Iteration 37Q: 3 clusters Score -1.328759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102800 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -13287595.000000 Penalty: 3752.431885
	Iteration 38Q: 3 clusters Score -1.32876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102798 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -13287601.000000 Penalty: 3752.431885
	Iteration 39Q: 3 clusters Score -1.32876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102796 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -13287599.000000 Penalty: 3752.431885
	Iteration 40F: 3 clusters Score -1.32876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102795 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -13287603.000000 Penalty: 3752.431885
	Iteration 41Q: 3 clusters Score -1.32876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102794 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -13287604.000000 Penalty: 3752.431885
	Iteration 42Q: 3 clusters Score -1.32876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102793 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -13287612.000000 Penalty: 3752.431885
	Iteration 43Q: 3 clusters Score -1.328761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102793 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -13287606.000000 Penalty: 3752.431885
	Iteration 44Q: 3 clusters Score -1.328761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102793 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -13287605.000000 Penalty: 3752.431885
	Iteration 45Q: 3 clusters Score -1.32876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102793 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -13287607.000000 Penalty: 3752.431885
	Iteration 46Q: 3 clusters Score -1.328761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102794 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -13287617.000000 Penalty: 3752.431885
	Iteration 47Q: 3 clusters Score -1.328762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102796 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -13287617.000000 Penalty: 3752.431885
	Iteration 48Q: 3 clusters Score -1.328762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102799 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -13287620.000000 Penalty: 3752.431885
	Iteration 49Q: 3 clusters Score -1.328762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102801 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -13287621.000000 Penalty: 3752.431885
	Iteration 50Q: 3 clusters Score -1.328762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102801 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -13287614.000000 Penalty: 3752.431885
	Iteration 51Q: 3 clusters Score -1.328761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102802 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -13287618.000000 Penalty: 3752.431885
	Iteration 52Q: 3 clusters Score -1.328762e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102803 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -13287620.000000 Penalty: 3752.431885
	Iteration 53Q: 3 clusters Score -1.328762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102804 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -13287632.000000 Penalty: 3752.431885
	Iteration 54Q: 3 clusters Score -1.328763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -13287630.000000 Penalty: 3752.431885
	Iteration 55Q: 3 clusters Score -1.328763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102807 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -13287632.000000 Penalty: 3752.431885
	Iteration 56Q: 3 clusters Score -1.328763e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102807 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -13287632.000000 Penalty: 3752.431885
	Iteration 57F: 3 clusters Score -1.328763e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Entering Unmasked Estep 
Score: -360188.812500 Penalty: 1296.419800
	Iteration 0F: 2 clusters Score -360188.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -357525.812500 Penalty: 2592.839600
	Iteration 0F: 3 clusters Score -357525.8 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -358203.156250 Penalty: 2592.839600
	Iteration 1F: 3 clusters Score -358203.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -358420.031250 Penalty: 2592.839600
	Iteration 2F: 3 clusters Score -358420 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -358591.437500 Penalty: 2592.839600
	Iteration 3F: 3 clusters Score -358591.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -358783.843750 Penalty: 2592.839600
	Iteration 4F: 3 clusters Score -358783.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -358980.687500 Penalty: 2592.839600
	Iteration 5F: 3 clusters Score -358980.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -359155.906250 Penalty: 2592.839600
	Iteration 6F: 3 clusters Score -359155.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -359292.343750 Penalty: 2592.839600
	Iteration 7F: 3 clusters Score -359292.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -359392.343750 Penalty: 2592.839600
	Iteration 8Q: 3 clusters Score -359392.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -359456.375000 Penalty: 2592.839600
	Iteration 9Q: 3 clusters Score -359456.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -359505.062500 Penalty: 2592.839600
	Iteration 10Q: 3 clusters Score -359505.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -359544.406250 Penalty: 2592.839600
	Iteration 11Q: 3 clusters Score -359544.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -359573.812500 Penalty: 2592.839600
	Iteration 12Q: 3 clusters Score -359573.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -359587.687500 Penalty: 2592.839600
	Iteration 13Q: 3 clusters Score -359587.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -359597.031250 Penalty: 2592.839600
	Iteration 14Q: 3 clusters Score -359597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -359603.406250 Penalty: 2592.839600
	Iteration 15Q: 3 clusters Score -359603.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -359609.031250 Penalty: 2592.839600
	Iteration 16Q: 3 clusters Score -359609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -359612.250000 Penalty: 2592.839600
	Iteration 17Q: 3 clusters Score -359612.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -359615.750000 Penalty: 2592.839600
	Iteration 18Q: 3 clusters Score -359615.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -359618.718750 Penalty: 2592.839600
	Iteration 19Q: 3 clusters Score -359618.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -359625.937500 Penalty: 2592.839600
	Iteration 20F: 3 clusters Score -359625.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -359630.500000 Penalty: 2592.839600
	Iteration 21Q: 3 clusters Score -359630.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -359631.656250 Penalty: 2592.839600
	Iteration 22Q: 3 clusters Score -359631.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -359632.531250 Penalty: 2592.839600
	Iteration 23Q: 3 clusters Score -359632.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -359632.843750 Penalty: 2592.839600
	Iteration 24Q: 3 clusters Score -359632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -359634.156250 Penalty: 2592.839600
	Iteration 25Q: 3 clusters Score -359634.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -359634.156250 Penalty: 2592.839600
	Iteration 26F: 3 clusters Score -359634.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Entering Unmasked Estep 
Score: -2538424.250000 Penalty: 1605.069214
	Iteration 0F: 2 clusters Score -2538424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2525118.750000 Penalty: 3210.138428
	Iteration 0F: 3 clusters Score -2525119 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2529939.250000 Penalty: 3210.138428
	Iteration 1F: 3 clusters Score -2529939 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2530296.000000 Penalty: 3210.138428
	Iteration 2F: 3 clusters Score -2530296 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2530628.000000 Penalty: 3210.138428
	Iteration 3Q: 3 clusters Score -2530628 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2530966.250000 Penalty: 3210.138428
	Iteration 4Q: 3 clusters Score -2530966 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2531398.000000 Penalty: 3210.138428
	Iteration 5Q: 3 clusters Score -2531398 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2532067.000000 Penalty: 3210.138428
	Iteration 6F: 3 clusters Score -2532067 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2533034.750000 Penalty: 3210.138428
	Iteration 7F: 3 clusters Score -2533035 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2534274.250000 Penalty: 3210.138428
	Iteration 8F: 3 clusters Score -2534274 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2535430.500000 Penalty: 3210.138428
	Iteration 9F: 3 clusters Score -2535430 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2536189.000000 Penalty: 3210.138428
	Iteration 10Q: 3 clusters Score -2536189 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2536647.250000 Penalty: 3210.138428
	Iteration 11Q: 3 clusters Score -2536647 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2536975.750000 Penalty: 3210.138428
	Iteration 12Q: 3 clusters Score -2536976 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2537201.750000 Penalty: 3210.138428
	Iteration 13Q: 3 clusters Score -2537202 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2537402.500000 Penalty: 3210.138428
	Iteration 14Q: 3 clusters Score -2537402 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2537600.250000 Penalty: 3210.138428
	Iteration 15Q: 3 clusters Score -2537600 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2537807.750000 Penalty: 3210.138428
	Iteration 16Q: 3 clusters Score -2537808 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2538027.750000 Penalty: 3210.138428
	Iteration 17Q: 3 clusters Score -2538028 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2538190.750000 Penalty: 3210.138428
	Iteration 18Q: 3 clusters Score -2538191 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2538294.750000 Penalty: 3210.138428
	Iteration 19Q: 3 clusters Score -2538295 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2538372.750000 Penalty: 3210.138428
	Iteration 20F: 3 clusters Score -2538373 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2538431.750000 Penalty: 3210.138428
	Iteration 21Q: 3 clusters Score -2538432 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2538466.250000 Penalty: 3210.138428
	Iteration 22Q: 3 clusters Score -2538466 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2538485.250000 Penalty: 3210.138428
	Iteration 23Q: 3 clusters Score -2538485 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2538499.000000 Penalty: 3210.138428
	Iteration 24Q: 3 clusters Score -2538499 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2538515.750000 Penalty: 3210.138428
	Iteration 25Q: 3 clusters Score -2538516 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2538518.750000 Penalty: 3210.138428
	Iteration 26Q: 3 clusters Score -2538519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2538516.500000 Penalty: 3210.138428
	Iteration 27Q: 3 clusters Score -2538516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2538517.000000 Penalty: 3210.138428
	Iteration 28Q: 3 clusters Score -2538517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2538514.000000 Penalty: 3210.138428
	Iteration 29Q: 3 clusters Score -2538514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2538516.500000 Penalty: 3210.138428
	Iteration 30Q: 3 clusters Score -2538516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2538513.250000 Penalty: 3210.138428
	Iteration 31Q: 3 clusters Score -2538513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2538514.750000 Penalty: 3210.138428
	Iteration 32Q: 3 clusters Score -2538515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2538518.250000 Penalty: 3210.138428
	Iteration 33Q: 3 clusters Score -2538518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2538517.250000 Penalty: 3210.138428
	Iteration 34Q: 3 clusters Score -2538517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2538515.500000 Penalty: 3210.138428
	Iteration 35Q: 3 clusters Score -2538516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2538515.500000 Penalty: 3210.138428
	Iteration 36Q: 3 clusters Score -2538516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2538513.250000 Penalty: 3210.138428
	Iteration 37Q: 3 clusters Score -2538513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2538513.500000 Penalty: 3210.138428
	Iteration 38Q: 3 clusters Score -2538514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2538516.000000 Penalty: 3210.138428
	Iteration 39Q: 3 clusters Score -2538516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2538511.250000 Penalty: 3210.138428
	Iteration 40F: 3 clusters Score -2538511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36387 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18472 members 
Mstep: Class 7 contains 7316 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 103357 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 12168 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113291 members 
Mstep: Class 20 contains 22372 members 
Entering Unmasked Estep 
Score: -54039748.000000 Penalty: 35783.207031
Splitting cluster 16 changes total score from -54040008.000000 to -54039748.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -75520.343750 Penalty: 1059.600952
	Iteration 0F: 2 clusters Score -75520.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -74353.875000 Penalty: 2119.201904
	Iteration 0F: 3 clusters Score -74353.88 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74540.312500 Penalty: 2119.201904
	Iteration 1F: 3 clusters Score -74540.31 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -74595.796875 Penalty: 2119.201904
	Iteration 2F: 3 clusters Score -74595.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -74641.640625 Penalty: 2119.201904
	Iteration 3Q: 3 clusters Score -74641.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -74694.421875 Penalty: 2119.201904
	Iteration 4Q: 3 clusters Score -74694.42 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74793.546875 Penalty: 2119.201904
	Iteration 5F: 3 clusters Score -74793.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -74879.171875 Penalty: 2119.201904
	Iteration 6F: 3 clusters Score -74879.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -74955.687500 Penalty: 2119.201904
	Iteration 7F: 3 clusters Score -74955.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -75010.414062 Penalty: 2119.201904
	Iteration 8Q: 3 clusters Score -75010.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -75096.312500 Penalty: 2119.201904
	Iteration 9Q: 3 clusters Score -75096.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75194.867188 Penalty: 2119.201904
	Iteration 10Q: 3 clusters Score -75194.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -75333.195312 Penalty: 2119.201904
	Iteration 11Q: 3 clusters Score -75333.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -75441.156250 Penalty: 2119.201904
	Iteration 12Q: 3 clusters Score -75441.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -75493.007812 Penalty: 2119.201904
	Iteration 13Q: 3 clusters Score -75493.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -75516.632812 Penalty: 2119.201904
	Iteration 14Q: 3 clusters Score -75516.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -75525.531250 Penalty: 2119.201904
	Iteration 15Q: 3 clusters Score -75525.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -75546.609375 Penalty: 2119.201904
	Iteration 16Q: 3 clusters Score -75546.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -75559.382812 Penalty: 2119.201904
	Iteration 17Q: 3 clusters Score -75559.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -75561.289062 Penalty: 2119.201904
	Iteration 18Q: 3 clusters Score -75561.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -75562.781250 Penalty: 2119.201904
	Iteration 19Q: 3 clusters Score -75562.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -75562.781250 Penalty: 2119.201904
	Iteration 20F: 3 clusters Score -75562.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36387 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18472 members 
Mstep: Class 7 contains 396 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 103357 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19484 members 
Mstep: Class 17 contains 283 members 
Mstep: Class 19 contains 113291 members 
Mstep: Class 20 contains 22372 members 
Entering Unmasked Estep 
Score: -54039040.000000 Penalty: 35783.207031
Splitting cluster 17 changes total score from -54040008.000000 to -54039040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (113291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113291 members 
Entering Unmasked Estep 
Score: -14855126.000000 Penalty: 1891.128784
	Iteration 0F: 2 clusters Score -1.485513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56638 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -14784225.000000 Penalty: 3782.257568
	Iteration 0F: 3 clusters Score -1.478422e+07 nChanged 54347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 57400 members 
Entering Unmasked Estep 
Score: -14815786.000000 Penalty: 3782.257568
	Iteration 1F: 3 clusters Score -1.481579e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -14816638.000000 Penalty: 3782.257568
	Iteration 2Q: 3 clusters Score -1.481664e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54984 members 
Mstep: Class 2 contains 58307 members 
Entering Unmasked Estep 
Score: -14817746.000000 Penalty: 3782.257568
	Iteration 3Q: 3 clusters Score -1.481775e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 58842 members 
Entering Unmasked Estep 
Score: -14819355.000000 Penalty: 3782.257568
	Iteration 4Q: 3 clusters Score -1.481936e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
Score: -14821371.000000 Penalty: 3782.257568
	Iteration 5Q: 3 clusters Score -1.482137e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 60349 members 
Entering Unmasked Estep 
Score: -14824275.000000 Penalty: 3782.257568
	Iteration 6F: 3 clusters Score -1.482428e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Mstep: Class 2 contains 61088 members 
Entering Unmasked Estep 
Score: -14828087.000000 Penalty: 3782.257568
	Iteration 7F: 3 clusters Score -1.482809e+07 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
Score: -14832533.000000 Penalty: 3782.257568
	Iteration 8F: 3 clusters Score -1.483253e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 61410 members 
Entering Unmasked Estep 
Score: -14836271.000000 Penalty: 3782.257568
	Iteration 9F: 3 clusters Score -1.483627e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -14838395.000000 Penalty: 3782.257568
	Iteration 10Q: 3 clusters Score -1.48384e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 59880 members 
Entering Unmasked Estep 
Score: -14839091.000000 Penalty: 3782.257568
	Iteration 11Q: 3 clusters Score -1.483909e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 58968 members 
Entering Unmasked Estep 
Score: -14839249.000000 Penalty: 3782.257568
	Iteration 12Q: 3 clusters Score -1.483925e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 58149 members 
Entering Unmasked Estep 
Score: -14839482.000000 Penalty: 3782.257568
	Iteration 13Q: 3 clusters Score -1.483948e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 57523 members 
Entering Unmasked Estep 
Score: -14839572.000000 Penalty: 3782.257568
	Iteration 14Q: 3 clusters Score -1.483957e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -14839676.000000 Penalty: 3782.257568
	Iteration 15Q: 3 clusters Score -1.483968e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56550 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -14839661.000000 Penalty: 3782.257568
	Iteration 16Q: 3 clusters Score -1.483966e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56677 members 
Mstep: Class 2 contains 56614 members 
Entering Unmasked Estep 
Score: -14839725.000000 Penalty: 3782.257568
	Iteration 17Q: 3 clusters Score -1.483972e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -14839800.000000 Penalty: 3782.257568
	Iteration 18Q: 3 clusters Score -1.48398e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56249 members 
Mstep: Class 2 contains 57042 members 
Entering Unmasked Estep 
Score: -14839828.000000 Penalty: 3782.257568
	Iteration 19Q: 3 clusters Score -1.483983e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55817 members 
Mstep: Class 2 contains 57474 members 
Entering Unmasked Estep 
Score: -14839856.000000 Penalty: 3782.257568
	Iteration 20F: 3 clusters Score -1.483986e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -14839842.000000 Penalty: 3782.257568
	Iteration 21Q: 3 clusters Score -1.483984e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -14839827.000000 Penalty: 3782.257568
	Iteration 22Q: 3 clusters Score -1.483983e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 59025 members 
Entering Unmasked Estep 
Score: -14839832.000000 Penalty: 3782.257568
	Iteration 23Q: 3 clusters Score -1.483983e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -14839843.000000 Penalty: 3782.257568
	Iteration 24Q: 3 clusters Score -1.483984e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53342 members 
Mstep: Class 2 contains 59949 members 
Entering Unmasked Estep 
Score: -14839857.000000 Penalty: 3782.257568
	Iteration 25Q: 3 clusters Score -1.483986e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 60217 members 
Entering Unmasked Estep 
Score: -14839753.000000 Penalty: 3782.257568
	Iteration 26Q: 3 clusters Score -1.483975e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 60350 members 
Entering Unmasked Estep 
Score: -14839777.000000 Penalty: 3782.257568
	Iteration 27Q: 3 clusters Score -1.483978e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52914 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -14839787.000000 Penalty: 3782.257568
	Iteration 28Q: 3 clusters Score -1.483979e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 60284 members 
Entering Unmasked Estep 
Score: -14839847.000000 Penalty: 3782.257568
	Iteration 29Q: 3 clusters Score -1.483985e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 60153 members 
Entering Unmasked Estep 
Score: -14839818.000000 Penalty: 3782.257568
	Iteration 30Q: 3 clusters Score -1.483982e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53316 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -14839924.000000 Penalty: 3782.257568
	Iteration 31Q: 3 clusters Score -1.483992e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -14839919.000000 Penalty: 3782.257568
	Iteration 32Q: 3 clusters Score -1.483992e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 59529 members 
Entering Unmasked Estep 
Score: -14839987.000000 Penalty: 3782.257568
	Iteration 33Q: 3 clusters Score -1.483999e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 59266 members 
Entering Unmasked Estep 
Score: -14839984.000000 Penalty: 3782.257568
	Iteration 34Q: 3 clusters Score -1.483998e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -14840076.000000 Penalty: 3782.257568
	Iteration 35Q: 3 clusters Score -1.484008e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 58811 members 
Entering Unmasked Estep 
Score: -14840131.000000 Penalty: 3782.257568
	Iteration 36Q: 3 clusters Score -1.484013e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 58668 members 
Entering Unmasked Estep 
Score: -14840167.000000 Penalty: 3782.257568
	Iteration 37Q: 3 clusters Score -1.484017e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -14840214.000000 Penalty: 3782.257568
	Iteration 38Q: 3 clusters Score -1.484021e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54782 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -14840251.000000 Penalty: 3782.257568
	Iteration 39Q: 3 clusters Score -1.484025e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54810 members 
Mstep: Class 2 contains 58481 members 
Entering Unmasked Estep 
Score: -14840235.000000 Penalty: 3782.257568
	Iteration 40F: 3 clusters Score -1.484024e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 58541 members 
Entering Unmasked Estep 
Score: -14840320.000000 Penalty: 3782.257568
	Iteration 41Q: 3 clusters Score -1.484032e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -14840301.000000 Penalty: 3782.257568
	Iteration 42Q: 3 clusters Score -1.48403e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 58795 members 
Entering Unmasked Estep 
Score: -14840303.000000 Penalty: 3782.257568
	Iteration 43Q: 3 clusters Score -1.48403e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 58924 members 
Entering Unmasked Estep 
Score: -14840227.000000 Penalty: 3782.257568
	Iteration 44Q: 3 clusters Score -1.484023e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -14840279.000000 Penalty: 3782.257568
	Iteration 45Q: 3 clusters Score -1.484028e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54130 members 
Mstep: Class 2 contains 59161 members 
Entering Unmasked Estep 
Score: -14840340.000000 Penalty: 3782.257568
	Iteration 46Q: 3 clusters Score -1.484034e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 59295 members 
Entering Unmasked Estep 
Score: -14840357.000000 Penalty: 3782.257568
	Iteration 47Q: 3 clusters Score -1.484036e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
Score: -14840398.000000 Penalty: 3782.257568
	Iteration 48Q: 3 clusters Score -1.48404e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 59462 members 
Entering Unmasked Estep 
Score: -14840376.000000 Penalty: 3782.257568
	Iteration 49Q: 3 clusters Score -1.484038e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -14840368.000000 Penalty: 3782.257568
	Iteration 50Q: 3 clusters Score -1.484037e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 59424 members 
Entering Unmasked Estep 
Score: -14840333.000000 Penalty: 3782.257568
	Iteration 51Q: 3 clusters Score -1.484033e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53948 members 
Mstep: Class 2 contains 59343 members 
Entering Unmasked Estep 
Score: -14840307.000000 Penalty: 3782.257568
	Iteration 52Q: 3 clusters Score -1.484031e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 59235 members 
Entering Unmasked Estep 
Score: -14840356.000000 Penalty: 3782.257568
	Iteration 53Q: 3 clusters Score -1.484036e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 59132 members 
Entering Unmasked Estep 
Score: -14840339.000000 Penalty: 3782.257568
	Iteration 54Q: 3 clusters Score -1.484034e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 59052 members 
Entering Unmasked Estep 
Score: -14840295.000000 Penalty: 3782.257568
	Iteration 55Q: 3 clusters Score -1.48403e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 58964 members 
Entering Unmasked Estep 
Score: -14840287.000000 Penalty: 3782.257568
	Iteration 56Q: 3 clusters Score -1.484029e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 58870 members 
Entering Unmasked Estep 
Score: -14840381.000000 Penalty: 3782.257568
	Iteration 57Q: 3 clusters Score -1.484038e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
Score: -14840353.000000 Penalty: 3782.257568
	Iteration 58Q: 3 clusters Score -1.484035e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 58684 members 
Entering Unmasked Estep 
Score: -14840416.000000 Penalty: 3782.257568
	Iteration 59Q: 3 clusters Score -1.484042e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54672 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -14840430.000000 Penalty: 3782.257568
	Iteration 60F: 3 clusters Score -1.484043e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54731 members 
Mstep: Class 2 contains 58560 members 
Entering Unmasked Estep 
Score: -14840438.000000 Penalty: 3782.257568
	Iteration 61Q: 3 clusters Score -1.484044e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -14840471.000000 Penalty: 3782.257568
	Iteration 62Q: 3 clusters Score -1.484047e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 58487 members 
Entering Unmasked Estep 
Score: -14840483.000000 Penalty: 3782.257568
	Iteration 63Q: 3 clusters Score -1.484048e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54810 members 
Mstep: Class 2 contains 58481 members 
Entering Unmasked Estep 
Score: -14840487.000000 Penalty: 3782.257568
	Iteration 64Q: 3 clusters Score -1.484049e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54812 members 
Mstep: Class 2 contains 58479 members 
Entering Unmasked Estep 
Score: -14840504.000000 Penalty: 3782.257568
	Iteration 65Q: 3 clusters Score -1.48405e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 58489 members 
Entering Unmasked Estep 
Score: -14840491.000000 Penalty: 3782.257568
	Iteration 66Q: 3 clusters Score -1.484049e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 58517 members 
Entering Unmasked Estep 
Score: -14840498.000000 Penalty: 3782.257568
	Iteration 67Q: 3 clusters Score -1.48405e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 58523 members 
Entering Unmasked Estep 
Score: -14840510.000000 Penalty: 3782.257568
	Iteration 68Q: 3 clusters Score -1.484051e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 58537 members 
Entering Unmasked Estep 
Score: -14840544.000000 Penalty: 3782.257568
	Iteration 69Q: 3 clusters Score -1.484054e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 58561 members 
Entering Unmasked Estep 
Score: -14840554.000000 Penalty: 3782.257568
	Iteration 70Q: 3 clusters Score -1.484055e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 58536 members 
Entering Unmasked Estep 
Score: -14840566.000000 Penalty: 3782.257568
	Iteration 71Q: 3 clusters Score -1.484057e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 58484 members 
Entering Unmasked Estep 
Score: -14840573.000000 Penalty: 3782.257568
	Iteration 72Q: 3 clusters Score -1.484057e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54864 members 
Mstep: Class 2 contains 58427 members 
Entering Unmasked Estep 
Score: -14840615.000000 Penalty: 3782.257568
	Iteration 73Q: 3 clusters Score -1.484062e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 58372 members 
Entering Unmasked Estep 
Score: -14840627.000000 Penalty: 3782.257568
	Iteration 74Q: 3 clusters Score -1.484063e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -14840635.000000 Penalty: 3782.257568
	Iteration 75Q: 3 clusters Score -1.484064e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 58253 members 
Entering Unmasked Estep 
Score: -14840631.000000 Penalty: 3782.257568
	Iteration 76Q: 3 clusters Score -1.484063e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 58217 members 
Entering Unmasked Estep 
Score: -14840607.000000 Penalty: 3782.257568
	Iteration 77Q: 3 clusters Score -1.484061e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55085 members 
Mstep: Class 2 contains 58206 members 
Entering Unmasked Estep 
Score: -14840601.000000 Penalty: 3782.257568
	Iteration 78Q: 3 clusters Score -1.48406e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 58217 members 
Entering Unmasked Estep 
Score: -14840582.000000 Penalty: 3782.257568
	Iteration 79Q: 3 clusters Score -1.484058e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 58195 members 
Entering Unmasked Estep 
Score: -14840630.000000 Penalty: 3782.257568
	Iteration 80F: 3 clusters Score -1.484063e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55087 members 
Mstep: Class 2 contains 58204 members 
Entering Unmasked Estep 
Score: -14840601.000000 Penalty: 3782.257568
	Iteration 81Q: 3 clusters Score -1.48406e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55081 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
Score: -14840584.000000 Penalty: 3782.257568
	Iteration 82Q: 3 clusters Score -1.484058e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 58226 members 
Entering Unmasked Estep 
Score: -14840606.000000 Penalty: 3782.257568
	Iteration 83Q: 3 clusters Score -1.484061e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 58201 members 
Entering Unmasked Estep 
Score: -14840587.000000 Penalty: 3782.257568
	Iteration 84Q: 3 clusters Score -1.484059e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 58171 members 
Entering Unmasked Estep 
Score: -14840598.000000 Penalty: 3782.257568
	Iteration 85Q: 3 clusters Score -1.48406e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55150 members 
Mstep: Class 2 contains 58141 members 
Entering Unmasked Estep 
Score: -14840613.000000 Penalty: 3782.257568
	Iteration 86Q: 3 clusters Score -1.484061e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -14840604.000000 Penalty: 3782.257568
	Iteration 87Q: 3 clusters Score -1.48406e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -14840605.000000 Penalty: 3782.257568
	Iteration 88Q: 3 clusters Score -1.48406e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55323 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -14840596.000000 Penalty: 3782.257568
	Iteration 89Q: 3 clusters Score -1.48406e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55391 members 
Mstep: Class 2 contains 57900 members 
Entering Unmasked Estep 
Score: -14840625.000000 Penalty: 3782.257568
	Iteration 90Q: 3 clusters Score -1.484062e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -14840601.000000 Penalty: 3782.257568
	Iteration 91Q: 3 clusters Score -1.48406e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55490 members 
Mstep: Class 2 contains 57801 members 
Entering Unmasked Estep 
Score: -14840625.000000 Penalty: 3782.257568
	Iteration 92Q: 3 clusters Score -1.484062e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 57761 members 
Entering Unmasked Estep 
Score: -14840587.000000 Penalty: 3782.257568
	Iteration 93Q: 3 clusters Score -1.484059e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55575 members 
Mstep: Class 2 contains 57716 members 
Entering Unmasked Estep 
Score: -14840604.000000 Penalty: 3782.257568
	Iteration 94Q: 3 clusters Score -1.48406e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -14840604.000000 Penalty: 3782.257568
	Iteration 95Q: 3 clusters Score -1.48406e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 57673 members 
Entering Unmasked Estep 
Score: -14840606.000000 Penalty: 3782.257568
	Iteration 96Q: 3 clusters Score -1.484061e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -14840638.000000 Penalty: 3782.257568
	Iteration 97Q: 3 clusters Score -1.484064e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 57727 members 
Entering Unmasked Estep 
Score: -14840644.000000 Penalty: 3782.257568
	Iteration 98Q: 3 clusters Score -1.484064e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 57777 members 
Entering Unmasked Estep 
Score: -14840635.000000 Penalty: 3782.257568
	Iteration 99Q: 3 clusters Score -1.484064e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55472 members 
Mstep: Class 2 contains 57819 members 
Entering Unmasked Estep 
Score: -14840626.000000 Penalty: 3782.257568
	Iteration 100F: 3 clusters Score -1.484063e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -14840595.000000 Penalty: 3782.257568
	Iteration 101Q: 3 clusters Score -1.48406e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 57982 members 
Entering Unmasked Estep 
Score: -14840554.000000 Penalty: 3782.257568
	Iteration 102Q: 3 clusters Score -1.484055e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 58031 members 
Entering Unmasked Estep 
Score: -14840557.000000 Penalty: 3782.257568
	Iteration 103Q: 3 clusters Score -1.484056e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -14840582.000000 Penalty: 3782.257568
	Iteration 104Q: 3 clusters Score -1.484058e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -14840588.000000 Penalty: 3782.257568
	Iteration 105Q: 3 clusters Score -1.484059e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 58131 members 
Entering Unmasked Estep 
Score: -14840585.000000 Penalty: 3782.257568
	Iteration 106Q: 3 clusters Score -1.484058e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55111 members 
Mstep: Class 2 contains 58180 members 
Entering Unmasked Estep 
Score: -14840553.000000 Penalty: 3782.257568
	Iteration 107Q: 3 clusters Score -1.484055e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -14840540.000000 Penalty: 3782.257568
	Iteration 108Q: 3 clusters Score -1.484054e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 58225 members 
Entering Unmasked Estep 
Score: -14840520.000000 Penalty: 3782.257568
	Iteration 109Q: 3 clusters Score -1.484052e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 58219 members 
Entering Unmasked Estep 
Score: -14840536.000000 Penalty: 3782.257568
	Iteration 110Q: 3 clusters Score -1.484054e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 58212 members 
Entering Unmasked Estep 
Score: -14840561.000000 Penalty: 3782.257568
	Iteration 111Q: 3 clusters Score -1.484056e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55097 members 
Mstep: Class 2 contains 58194 members 
Entering Unmasked Estep 
Score: -14840545.000000 Penalty: 3782.257568
	Iteration 112Q: 3 clusters Score -1.484054e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -14840556.000000 Penalty: 3782.257568
	Iteration 113Q: 3 clusters Score -1.484056e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55153 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -14840546.000000 Penalty: 3782.257568
	Iteration 114Q: 3 clusters Score -1.484055e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 58110 members 
Entering Unmasked Estep 
Score: -14840552.000000 Penalty: 3782.257568
	Iteration 115Q: 3 clusters Score -1.484055e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55207 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -14840555.000000 Penalty: 3782.257568
	Iteration 116Q: 3 clusters Score -1.484056e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55249 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -14840583.000000 Penalty: 3782.257568
	Iteration 117Q: 3 clusters Score -1.484058e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Mstep: Class 2 contains 57993 members 
Entering Unmasked Estep 
Score: -14840585.000000 Penalty: 3782.257568
	Iteration 118Q: 3 clusters Score -1.484058e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -14840576.000000 Penalty: 3782.257568
	Iteration 119Q: 3 clusters Score -1.484058e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55410 members 
Mstep: Class 2 contains 57881 members 
Entering Unmasked Estep 
Score: -14840556.000000 Penalty: 3782.257568
	Iteration 120F: 3 clusters Score -1.484056e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55431 members 
Mstep: Class 2 contains 57860 members 
Entering Unmasked Estep 
Score: -14840540.000000 Penalty: 3782.257568
	Iteration 121Q: 3 clusters Score -1.484054e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55448 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -14840555.000000 Penalty: 3782.257568
	Iteration 122Q: 3 clusters Score -1.484056e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Mstep: Class 2 contains 57823 members 
Entering Unmasked Estep 
Score: -14840584.000000 Penalty: 3782.257568
	Iteration 123Q: 3 clusters Score -1.484058e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 57813 members 
Entering Unmasked Estep 
Score: -14840548.000000 Penalty: 3782.257568
	Iteration 124Q: 3 clusters Score -1.484055e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55499 members 
Mstep: Class 2 contains 57792 members 
Entering Unmasked Estep 
Score: -14840507.000000 Penalty: 3782.257568
	Iteration 125Q: 3 clusters Score -1.484051e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 57786 members 
Entering Unmasked Estep 
Score: -14840500.000000 Penalty: 3782.257568
	Iteration 126Q: 3 clusters Score -1.48405e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55507 members 
Mstep: Class 2 contains 57784 members 
Entering Unmasked Estep 
Score: -14840489.000000 Penalty: 3782.257568
	Iteration 127Q: 3 clusters Score -1.484049e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 57800 members 
Entering Unmasked Estep 
Score: -14840470.000000 Penalty: 3782.257568
	Iteration 128Q: 3 clusters Score -1.484047e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 57831 members 
Entering Unmasked Estep 
Score: -14840478.000000 Penalty: 3782.257568
	Iteration 129Q: 3 clusters Score -1.484048e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55422 members 
Mstep: Class 2 contains 57869 members 
Entering Unmasked Estep 
Score: -14840469.000000 Penalty: 3782.257568
	Iteration 130Q: 3 clusters Score -1.484047e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 57898 members 
Entering Unmasked Estep 
Score: -14840471.000000 Penalty: 3782.257568
	Iteration 131Q: 3 clusters Score -1.484047e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -14840461.000000 Penalty: 3782.257568
	Iteration 132Q: 3 clusters Score -1.484046e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -14840465.000000 Penalty: 3782.257568
	Iteration 133Q: 3 clusters Score -1.484046e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 57958 members 
Entering Unmasked Estep 
Score: -14840466.000000 Penalty: 3782.257568
	Iteration 134Q: 3 clusters Score -1.484047e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 57971 members 
Entering Unmasked Estep 
Score: -14840472.000000 Penalty: 3782.257568
	Iteration 135Q: 3 clusters Score -1.484047e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 57989 members 
Entering Unmasked Estep 
Score: -14840455.000000 Penalty: 3782.257568
	Iteration 136Q: 3 clusters Score -1.484046e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Mstep: Class 2 contains 57993 members 
Entering Unmasked Estep 
Score: -14840440.000000 Penalty: 3782.257568
	Iteration 137Q: 3 clusters Score -1.484044e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -14840427.000000 Penalty: 3782.257568
	Iteration 138Q: 3 clusters Score -1.484043e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 58013 members 
Entering Unmasked Estep 
Score: -14840426.000000 Penalty: 3782.257568
	Iteration 139Q: 3 clusters Score -1.484043e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55268 members 
Mstep: Class 2 contains 58023 members 
Entering Unmasked Estep 
Score: -14840392.000000 Penalty: 3782.257568
	Iteration 140F: 3 clusters Score -1.484039e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 58029 members 
Entering Unmasked Estep 
Score: -14840409.000000 Penalty: 3782.257568
	Iteration 141Q: 3 clusters Score -1.484041e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -14840417.000000 Penalty: 3782.257568
	Iteration 142Q: 3 clusters Score -1.484042e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 58006 members 
Entering Unmasked Estep 
Score: -14840453.000000 Penalty: 3782.257568
	Iteration 143Q: 3 clusters Score -1.484045e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 58020 members 
Entering Unmasked Estep 
Score: -14840453.000000 Penalty: 3782.257568
	Iteration 144Q: 3 clusters Score -1.484045e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55272 members 
Mstep: Class 2 contains 58019 members 
Entering Unmasked Estep 
Score: -14840457.000000 Penalty: 3782.257568
	Iteration 145Q: 3 clusters Score -1.484046e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -14840459.000000 Penalty: 3782.257568
	Iteration 146Q: 3 clusters Score -1.484046e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 58029 members 
Entering Unmasked Estep 
Score: -14840432.000000 Penalty: 3782.257568
	Iteration 147Q: 3 clusters Score -1.484043e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 58034 members 
Entering Unmasked Estep 
Score: -14840425.000000 Penalty: 3782.257568
	Iteration 148Q: 3 clusters Score -1.484042e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55265 members 
Mstep: Class 2 contains 58026 members 
Entering Unmasked Estep 
Score: -14840413.000000 Penalty: 3782.257568
	Iteration 149Q: 3 clusters Score -1.484041e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 58014 members 
Entering Unmasked Estep 
Score: -14840368.000000 Penalty: 3782.257568
	Iteration 150Q: 3 clusters Score -1.484037e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -14840406.000000 Penalty: 3782.257568
	Iteration 151Q: 3 clusters Score -1.484041e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Mstep: Class 2 contains 57993 members 
Entering Unmasked Estep 
Score: -14840432.000000 Penalty: 3782.257568
	Iteration 152Q: 3 clusters Score -1.484043e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -14840450.000000 Penalty: 3782.257568
	Iteration 153Q: 3 clusters Score -1.484045e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 57950 members 
Entering Unmasked Estep 
Score: -14840437.000000 Penalty: 3782.257568
	Iteration 154Q: 3 clusters Score -1.484044e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 57921 members 
Entering Unmasked Estep 
Score: -14840442.000000 Penalty: 3782.257568
	Iteration 155Q: 3 clusters Score -1.484044e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55402 members 
Mstep: Class 2 contains 57889 members 
Entering Unmasked Estep 
Score: -14840453.000000 Penalty: 3782.257568
	Iteration 156Q: 3 clusters Score -1.484045e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55450 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -14840463.000000 Penalty: 3782.257568
	Iteration 157Q: 3 clusters Score -1.484046e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55497 members 
Mstep: Class 2 contains 57794 members 
Entering Unmasked Estep 
Score: -14840464.000000 Penalty: 3782.257568
	Iteration 158Q: 3 clusters Score -1.484046e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 57767 members 
Entering Unmasked Estep 
Score: -14840476.000000 Penalty: 3782.257568
	Iteration 159Q: 3 clusters Score -1.484048e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55537 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -14840491.000000 Penalty: 3782.257568
	Iteration 160F: 3 clusters Score -1.484049e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 57745 members 
Entering Unmasked Estep 
Score: -14840465.000000 Penalty: 3782.257568
	Iteration 161Q: 3 clusters Score -1.484046e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 57740 members 
Entering Unmasked Estep 
Score: -14840483.000000 Penalty: 3782.257568
	Iteration 162Q: 3 clusters Score -1.484048e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 57732 members 
Entering Unmasked Estep 
Score: -14840472.000000 Penalty: 3782.257568
	Iteration 163Q: 3 clusters Score -1.484047e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 57713 members 
Entering Unmasked Estep 
Score: -14840450.000000 Penalty: 3782.257568
	Iteration 164Q: 3 clusters Score -1.484045e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 57715 members 
Entering Unmasked Estep 
Score: -14840449.000000 Penalty: 3782.257568
	Iteration 165Q: 3 clusters Score -1.484045e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -14840477.000000 Penalty: 3782.257568
	Iteration 166Q: 3 clusters Score -1.484048e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55581 members 
Mstep: Class 2 contains 57710 members 
Entering Unmasked Estep 
Score: -14840485.000000 Penalty: 3782.257568
	Iteration 167Q: 3 clusters Score -1.484048e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55571 members 
Mstep: Class 2 contains 57720 members 
Entering Unmasked Estep 
Score: -14840474.000000 Penalty: 3782.257568
	Iteration 168Q: 3 clusters Score -1.484047e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55571 members 
Mstep: Class 2 contains 57720 members 
Entering Unmasked Estep 
Score: -14840479.000000 Penalty: 3782.257568
	Iteration 169Q: 3 clusters Score -1.484048e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -14840442.000000 Penalty: 3782.257568
	Iteration 170Q: 3 clusters Score -1.484044e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -14840439.000000 Penalty: 3782.257568
	Iteration 171Q: 3 clusters Score -1.484044e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55588 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -14840445.000000 Penalty: 3782.257568
	Iteration 172Q: 3 clusters Score -1.484044e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -14840452.000000 Penalty: 3782.257568
	Iteration 173Q: 3 clusters Score -1.484045e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 57719 members 
Entering Unmasked Estep 
Score: -14840472.000000 Penalty: 3782.257568
	Iteration 174Q: 3 clusters Score -1.484047e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55534 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -14840498.000000 Penalty: 3782.257568
	Iteration 175Q: 3 clusters Score -1.48405e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 57775 members 
Entering Unmasked Estep 
Score: -14840477.000000 Penalty: 3782.257568
	Iteration 176Q: 3 clusters Score -1.484048e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -14840458.000000 Penalty: 3782.257568
	Iteration 177Q: 3 clusters Score -1.484046e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -14840447.000000 Penalty: 3782.257568
	Iteration 178Q: 3 clusters Score -1.484045e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55457 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
Score: -14840458.000000 Penalty: 3782.257568
	Iteration 179Q: 3 clusters Score -1.484046e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 57875 members 
Entering Unmasked Estep 
Score: -14840458.000000 Penalty: 3782.257568
	Iteration 180F: 3 clusters Score -1.484046e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -14840456.000000 Penalty: 3782.257568
	Iteration 181Q: 3 clusters Score -1.484046e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55382 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -14840478.000000 Penalty: 3782.257568
	Iteration 182Q: 3 clusters Score -1.484048e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -14840491.000000 Penalty: 3782.257568
	Iteration 183Q: 3 clusters Score -1.484049e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 57937 members 
Entering Unmasked Estep 
Score: -14840479.000000 Penalty: 3782.257568
	Iteration 184Q: 3 clusters Score -1.484048e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 57944 members 
Entering Unmasked Estep 
Score: -14840457.000000 Penalty: 3782.257568
	Iteration 185Q: 3 clusters Score -1.484046e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55344 members 
Mstep: Class 2 contains 57947 members 
Entering Unmasked Estep 
Score: -14840466.000000 Penalty: 3782.257568
	Iteration 186Q: 3 clusters Score -1.484047e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 57960 members 
Entering Unmasked Estep 
Score: -14840440.000000 Penalty: 3782.257568
	Iteration 187Q: 3 clusters Score -1.484044e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55322 members 
Mstep: Class 2 contains 57969 members 
Entering Unmasked Estep 
Score: -14840432.000000 Penalty: 3782.257568
	Iteration 188Q: 3 clusters Score -1.484043e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55304 members 
Mstep: Class 2 contains 57987 members 
Entering Unmasked Estep 
Score: -14840417.000000 Penalty: 3782.257568
	Iteration 189Q: 3 clusters Score -1.484042e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 57989 members 
Entering Unmasked Estep 
Score: -14840419.000000 Penalty: 3782.257568
	Iteration 190Q: 3 clusters Score -1.484042e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -14840411.000000 Penalty: 3782.257568
	Iteration 191Q: 3 clusters Score -1.484041e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 57957 members 
Entering Unmasked Estep 
Score: -14840380.000000 Penalty: 3782.257568
	Iteration 192Q: 3 clusters Score -1.484038e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 57953 members 
Entering Unmasked Estep 
Score: -14840373.000000 Penalty: 3782.257568
	Iteration 193Q: 3 clusters Score -1.484037e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -14840412.000000 Penalty: 3782.257568
	Iteration 194Q: 3 clusters Score -1.484041e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 57896 members 
Entering Unmasked Estep 
Score: -14840391.000000 Penalty: 3782.257568
	Iteration 195Q: 3 clusters Score -1.484039e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 57859 members 
Entering Unmasked Estep 
Score: -14840363.000000 Penalty: 3782.257568
	Iteration 196Q: 3 clusters Score -1.484036e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 57821 members 
Entering Unmasked Estep 
Score: -14840361.000000 Penalty: 3782.257568
	Iteration 197Q: 3 clusters Score -1.484036e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -14840351.000000 Penalty: 3782.257568
	Iteration 198Q: 3 clusters Score -1.484035e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 57778 members 
Entering Unmasked Estep 
Score: -14840366.000000 Penalty: 3782.257568
	Iteration 199Q: 3 clusters Score -1.484037e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
Score: -14840360.000000 Penalty: 3782.257568
	Iteration 200F: 3 clusters Score -1.484036e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 57766 members 
Entering Unmasked Estep 
Score: -14840391.000000 Penalty: 3782.257568
	Iteration 201Q: 3 clusters Score -1.484039e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -14840374.000000 Penalty: 3782.257568
	Iteration 202Q: 3 clusters Score -1.484037e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -14840400.000000 Penalty: 3782.257568
	Iteration 203Q: 3 clusters Score -1.48404e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 57679 members 
Entering Unmasked Estep 
Score: -14840377.000000 Penalty: 3782.257568
	Iteration 204Q: 3 clusters Score -1.484038e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55656 members 
Mstep: Class 2 contains 57635 members 
Entering Unmasked Estep 
Score: -14840389.000000 Penalty: 3782.257568
	Iteration 205Q: 3 clusters Score -1.484039e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55677 members 
Mstep: Class 2 contains 57614 members 
Entering Unmasked Estep 
Score: -14840367.000000 Penalty: 3782.257568
	Iteration 206Q: 3 clusters Score -1.484037e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -14840387.000000 Penalty: 3782.257568
	Iteration 207Q: 3 clusters Score -1.484039e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 57615 members 
Entering Unmasked Estep 
Score: -14840387.000000 Penalty: 3782.257568
	Iteration 208Q: 3 clusters Score -1.484039e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55663 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -14840390.000000 Penalty: 3782.257568
	Iteration 209Q: 3 clusters Score -1.484039e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -14840384.000000 Penalty: 3782.257568
	Iteration 210Q: 3 clusters Score -1.484038e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 57671 members 
Entering Unmasked Estep 
Score: -14840391.000000 Penalty: 3782.257568
	Iteration 211Q: 3 clusters Score -1.484039e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -14840394.000000 Penalty: 3782.257568
	Iteration 212Q: 3 clusters Score -1.484039e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 57689 members 
Entering Unmasked Estep 
Score: -14840403.000000 Penalty: 3782.257568
	Iteration 213Q: 3 clusters Score -1.48404e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55607 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -14840395.000000 Penalty: 3782.257568
	Iteration 214Q: 3 clusters Score -1.48404e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 57690 members 
Entering Unmasked Estep 
Score: -14840392.000000 Penalty: 3782.257568
	Iteration 215Q: 3 clusters Score -1.484039e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55599 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -14840387.000000 Penalty: 3782.257568
	Iteration 216Q: 3 clusters Score -1.484039e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 57690 members 
Entering Unmasked Estep 
Score: -14840391.000000 Penalty: 3782.257568
	Iteration 217Q: 3 clusters Score -1.484039e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 57694 members 
Entering Unmasked Estep 
Score: -14840396.000000 Penalty: 3782.257568
	Iteration 218Q: 3 clusters Score -1.48404e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 57691 members 
Entering Unmasked Estep 
Score: -14840375.000000 Penalty: 3782.257568
	Iteration 219Q: 3 clusters Score -1.484038e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55599 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -14840381.000000 Penalty: 3782.257568
	Iteration 220F: 3 clusters Score -1.484038e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 2 contains 57689 members 
Entering Unmasked Estep 
Score: -14840371.000000 Penalty: 3782.257568
	Iteration 221Q: 3 clusters Score -1.484037e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 57693 members 
Entering Unmasked Estep 
Score: -14840376.000000 Penalty: 3782.257568
	Iteration 222Q: 3 clusters Score -1.484038e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 57686 members 
Entering Unmasked Estep 
Score: -14840396.000000 Penalty: 3782.257568
	Iteration 223Q: 3 clusters Score -1.48404e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -14840383.000000 Penalty: 3782.257568
	Iteration 224Q: 3 clusters Score -1.484038e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55608 members 
Mstep: Class 2 contains 57683 members 
Entering Unmasked Estep 
Score: -14840372.000000 Penalty: 3782.257568
	Iteration 225Q: 3 clusters Score -1.484037e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -14840391.000000 Penalty: 3782.257568
	Iteration 226Q: 3 clusters Score -1.484039e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -14840380.000000 Penalty: 3782.257568
	Iteration 227Q: 3 clusters Score -1.484038e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55607 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -14840368.000000 Penalty: 3782.257568
	Iteration 228Q: 3 clusters Score -1.484037e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 57669 members 
Entering Unmasked Estep 
Score: -14840368.000000 Penalty: 3782.257568
	Iteration 229Q: 3 clusters Score -1.484037e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 57663 members 
Entering Unmasked Estep 
Score: -14840362.000000 Penalty: 3782.257568
	Iteration 230Q: 3 clusters Score -1.484036e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55632 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -14840374.000000 Penalty: 3782.257568
	Iteration 231Q: 3 clusters Score -1.484037e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55638 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -14840376.000000 Penalty: 3782.257568
	Iteration 232Q: 3 clusters Score -1.484038e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 57633 members 
Entering Unmasked Estep 
Score: -14840385.000000 Penalty: 3782.257568
	Iteration 233Q: 3 clusters Score -1.484038e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 57624 members 
Entering Unmasked Estep 
Score: -14840370.000000 Penalty: 3782.257568
	Iteration 234Q: 3 clusters Score -1.484037e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -14840372.000000 Penalty: 3782.257568
	Iteration 235Q: 3 clusters Score -1.484037e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55693 members 
Mstep: Class 2 contains 57598 members 
Entering Unmasked Estep 
Score: -14840377.000000 Penalty: 3782.257568
	Iteration 236Q: 3 clusters Score -1.484038e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 57592 members 
Entering Unmasked Estep 
Score: -14840386.000000 Penalty: 3782.257568
	Iteration 237Q: 3 clusters Score -1.484039e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 57584 members 
Entering Unmasked Estep 
Score: -14840383.000000 Penalty: 3782.257568
	Iteration 238Q: 3 clusters Score -1.484038e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -14840377.000000 Penalty: 3782.257568
	Iteration 239Q: 3 clusters Score -1.484038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55722 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -14840375.000000 Penalty: 3782.257568
	Iteration 240F: 3 clusters Score -1.484038e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -14840363.000000 Penalty: 3782.257568
	Iteration 241Q: 3 clusters Score -1.484036e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55722 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -14840369.000000 Penalty: 3782.257568
	Iteration 242Q: 3 clusters Score -1.484037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 57572 members 
Entering Unmasked Estep 
Score: -14840350.000000 Penalty: 3782.257568
	Iteration 243Q: 3 clusters Score -1.484035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 57572 members 
Entering Unmasked Estep 
Score: -14840354.000000 Penalty: 3782.257568
	Iteration 244Q: 3 clusters Score -1.484035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55721 members 
Mstep: Class 2 contains 57570 members 
Entering Unmasked Estep 
Score: -14840351.000000 Penalty: 3782.257568
	Iteration 245Q: 3 clusters Score -1.484035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -14840339.000000 Penalty: 3782.257568
	Iteration 246Q: 3 clusters Score -1.484034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 57567 members 
Entering Unmasked Estep 
Score: -14840345.000000 Penalty: 3782.257568
	Iteration 247Q: 3 clusters Score -1.484034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 57567 members 
Entering Unmasked Estep 
Score: -14840345.000000 Penalty: 3782.257568
	Iteration 248F: 3 clusters Score -1.484034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Entering Unmasked Estep 
Score: -2938616.250000 Penalty: 1627.529419
	Iteration 0F: 2 clusters Score -2938616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -2923416.500000 Penalty: 3255.058838
	Iteration 0F: 3 clusters Score -2923416 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -2928849.000000 Penalty: 3255.058838
	Iteration 1F: 3 clusters Score -2928849 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2929114.000000 Penalty: 3255.058838
	Iteration 2Q: 3 clusters Score -2929114 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2929384.750000 Penalty: 3255.058838
	Iteration 3Q: 3 clusters Score -2929385 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -2929677.250000 Penalty: 3255.058838
	Iteration 4Q: 3 clusters Score -2929677 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2930037.500000 Penalty: 3255.058838
	Iteration 5Q: 3 clusters Score -2930038 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2930524.500000 Penalty: 3255.058838
	Iteration 6Q: 3 clusters Score -2930524 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2931157.500000 Penalty: 3255.058838
	Iteration 7F: 3 clusters Score -2931158 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2931979.250000 Penalty: 3255.058838
	Iteration 8F: 3 clusters Score -2931979 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2933082.000000 Penalty: 3255.058838
	Iteration 9F: 3 clusters Score -2933082 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2934279.250000 Penalty: 3255.058838
	Iteration 10F: 3 clusters Score -2934279 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2935269.500000 Penalty: 3255.058838
	Iteration 11Q: 3 clusters Score -2935270 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2935949.750000 Penalty: 3255.058838
	Iteration 12Q: 3 clusters Score -2935950 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -2936342.250000 Penalty: 3255.058838
	Iteration 13Q: 3 clusters Score -2936342 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -2936550.250000 Penalty: 3255.058838
	Iteration 14Q: 3 clusters Score -2936550 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2936708.000000 Penalty: 3255.058838
	Iteration 15Q: 3 clusters Score -2936708 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -2936817.500000 Penalty: 3255.058838
	Iteration 16Q: 3 clusters Score -2936818 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2936892.750000 Penalty: 3255.058838
	Iteration 17Q: 3 clusters Score -2936893 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -2936949.750000 Penalty: 3255.058838
	Iteration 18Q: 3 clusters Score -2936950 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2936999.000000 Penalty: 3255.058838
	Iteration 19Q: 3 clusters Score -2936999 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -2937032.750000 Penalty: 3255.058838
	Iteration 20F: 3 clusters Score -2937033 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2937066.000000 Penalty: 3255.058838
	Iteration 21Q: 3 clusters Score -2937066 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -2937084.000000 Penalty: 3255.058838
	Iteration 22Q: 3 clusters Score -2937084 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2937104.000000 Penalty: 3255.058838
	Iteration 23Q: 3 clusters Score -2937104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -2937125.000000 Penalty: 3255.058838
	Iteration 24Q: 3 clusters Score -2937125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -2937138.000000 Penalty: 3255.058838
	Iteration 25Q: 3 clusters Score -2937138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -2937155.000000 Penalty: 3255.058838
	Iteration 26Q: 3 clusters Score -2937155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2937161.000000 Penalty: 3255.058838
	Iteration 27Q: 3 clusters Score -2937161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -2937171.250000 Penalty: 3255.058838
	Iteration 28Q: 3 clusters Score -2937171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -2937176.000000 Penalty: 3255.058838
	Iteration 29Q: 3 clusters Score -2937176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -2937178.250000 Penalty: 3255.058838
	Iteration 30Q: 3 clusters Score -2937178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2937179.500000 Penalty: 3255.058838
	Iteration 31Q: 3 clusters Score -2937180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2937182.500000 Penalty: 3255.058838
	Iteration 32Q: 3 clusters Score -2937182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -2937181.750000 Penalty: 3255.058838
	Iteration 33Q: 3 clusters Score -2937182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -2937184.250000 Penalty: 3255.058838
	Iteration 34Q: 3 clusters Score -2937184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -2937184.250000 Penalty: 3255.058838
	Iteration 35F: 3 clusters Score -2937184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36387 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18472 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 103357 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19484 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113291 members 
Mstep: Class 20 contains 22372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040036.000000 Penalty: 33678.312500
Iteration 119Q: 17 clusters Score -5.404004e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36378 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18474 members 
Mstep: Class 10 contains 19781 members 
Mstep: Class 11 contains 82234 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 206 members 
Mstep: Class 14 contains 103353 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19491 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113292 members 
Mstep: Class 20 contains 22376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040100.000000 Penalty: 33678.312500
Iteration 120F: 17 clusters Score -5.40401e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36372 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18475 members 
Mstep: Class 10 contains 19780 members 
Mstep: Class 11 contains 82234 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 103347 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19496 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113294 members 
Mstep: Class 20 contains 22381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040176.000000 Penalty: 33678.312500
Iteration 121Q: 17 clusters Score -5.404018e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36371 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 406 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18475 members 
Mstep: Class 10 contains 19778 members 
Mstep: Class 11 contains 82232 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 103348 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19493 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113293 members 
Mstep: Class 20 contains 22389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040196.000000 Penalty: 33678.312500
Iteration 122Q: 17 clusters Score -5.40402e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36369 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18477 members 
Mstep: Class 10 contains 19777 members 
Mstep: Class 11 contains 82230 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 103348 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19497 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113289 members 
Mstep: Class 20 contains 22392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040184.000000 Penalty: 33678.312500
Iteration 123Q: 17 clusters Score -5.404018e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36364 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18481 members 
Mstep: Class 10 contains 19777 members 
Mstep: Class 11 contains 82229 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 103346 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19499 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113289 members 
Mstep: Class 20 contains 22394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040168.000000 Penalty: 33678.312500
Iteration 124Q: 17 clusters Score -5.404017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36360 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18485 members 
Mstep: Class 10 contains 19777 members 
Mstep: Class 11 contains 82232 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 103342 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19500 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113288 members 
Mstep: Class 20 contains 22395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040180.000000 Penalty: 33678.312500
Iteration 125Q: 17 clusters Score -5.404018e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36359 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18491 members 
Mstep: Class 10 contains 19777 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 103329 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113291 members 
Mstep: Class 20 contains 22396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040172.000000 Penalty: 33678.312500
Iteration 126Q: 17 clusters Score -5.404017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36355 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18494 members 
Mstep: Class 10 contains 19777 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 103328 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19502 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113291 members 
Mstep: Class 20 contains 22397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040164.000000 Penalty: 33678.312500
Iteration 127Q: 17 clusters Score -5.404016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36353 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 103328 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19502 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113290 members 
Mstep: Class 20 contains 22398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040140.000000 Penalty: 33678.312500
Iteration 128Q: 17 clusters Score -5.404014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36353 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 103330 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113289 members 
Mstep: Class 20 contains 22398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040156.000000 Penalty: 33678.312500
Iteration 129Q: 17 clusters Score -5.404016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36353 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 103329 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113290 members 
Mstep: Class 20 contains 22398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040148.000000 Penalty: 33678.312500
Iteration 130Q: 17 clusters Score -5.404015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36352 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 103329 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113291 members 
Mstep: Class 20 contains 22398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040152.000000 Penalty: 33678.312500
Iteration 131Q: 17 clusters Score -5.404015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36350 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 103332 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113290 members 
Mstep: Class 20 contains 22398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040148.000000 Penalty: 33678.312500
Iteration 132Q: 17 clusters Score -5.404015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36350 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 103332 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113290 members 
Mstep: Class 20 contains 22398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040148.000000 Penalty: 33678.312500
Iteration 133F: 17 clusters Score -5.404015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36350 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 408 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 213 members 
Mstep: Class 14 contains 103332 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113290 members 
Mstep: Class 20 contains 22398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040208.000000 Penalty: 33678.312500
Iteration 134Q: 17 clusters Score -5.404021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36350 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 103332 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113290 members 
Mstep: Class 20 contains 22398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040228.000000 Penalty: 33678.312500
Iteration 135Q: 17 clusters Score -5.404023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36350 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 213 members 
Mstep: Class 14 contains 103332 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113290 members 
Mstep: Class 20 contains 22398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040264.000000 Penalty: 33678.312500
Iteration 136Q: 17 clusters Score -5.404026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36350 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 103332 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113290 members 
Mstep: Class 20 contains 22398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040272.000000 Penalty: 33678.312500
Iteration 137Q: 17 clusters Score -5.404027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36350 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 103332 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113290 members 
Mstep: Class 20 contains 22398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040292.000000 Penalty: 33678.312500
Iteration 138F: 17 clusters Score -5.404029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36350 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 103332 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113290 members 
Mstep: Class 20 contains 22398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040360.000000 Penalty: 33678.312500
Iteration 139Q: 17 clusters Score -5.404036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36350 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 411 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 103332 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113290 members 
Mstep: Class 20 contains 22398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040436.000000 Penalty: 33678.312500
Iteration 140F: 17 clusters Score -5.404044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36350 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 410 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 226 members 
Mstep: Class 14 contains 103332 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113290 members 
Mstep: Class 20 contains 22398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040552.000000 Penalty: 33678.312500
Iteration 141Q: 17 clusters Score -5.404055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36350 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 226 members 
Mstep: Class 14 contains 103332 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113290 members 
Mstep: Class 20 contains 22398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040664.000000 Penalty: 33678.312500
Iteration 142Q: 17 clusters Score -5.404066e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36350 members 
Mstep: Class 3 contains 545 members 
Mstep: Class 4 contains 421 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 742 members 
Mstep: Class 13 contains 225 members 
Mstep: Class 14 contains 103332 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113290 members 
Mstep: Class 20 contains 22398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040700.000000 Penalty: 33678.312500
Iteration 143Q: 17 clusters Score -5.40407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36350 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 425 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 739 members 
Mstep: Class 13 contains 225 members 
Mstep: Class 14 contains 103332 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113290 members 
Mstep: Class 20 contains 22398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040716.000000 Penalty: 33678.312500
Iteration 144Q: 17 clusters Score -5.404072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36350 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 740 members 
Mstep: Class 13 contains 225 members 
Mstep: Class 14 contains 103332 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113290 members 
Mstep: Class 20 contains 22398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040704.000000 Penalty: 33678.312500
Iteration 145Q: 17 clusters Score -5.40407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36350 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 740 members 
Mstep: Class 13 contains 225 members 
Mstep: Class 14 contains 103332 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113290 members 
Mstep: Class 20 contains 22398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040708.000000 Penalty: 33678.312500
Iteration 146F: 17 clusters Score -5.404071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36350 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 740 members 
Mstep: Class 13 contains 226 members 
Mstep: Class 14 contains 103332 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113290 members 
Mstep: Class 20 contains 22398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040600.000000 Penalty: 33678.312500
Iteration 147Q: 17 clusters Score -5.40406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36350 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 740 members 
Mstep: Class 13 contains 226 members 
Mstep: Class 14 contains 103332 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113290 members 
Mstep: Class 20 contains 22398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54040600.000000 Penalty: 33678.312500
Iteration 148F: 17 clusters Score -5.40406e+07 nChanged 0
Entering ConstructFrom: 
Score: -54040600.000000 Penalty: 33678.312500
Entering ConstructFrom: 
Trying to split cluster 1 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -112941.156250 Penalty: 1105.569580
	Iteration 0F: 2 clusters Score -112941.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -111585.265625 Penalty: 2211.139160
	Iteration 0F: 3 clusters Score -111585.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -111816.882812 Penalty: 2211.139160
	Iteration 1F: 3 clusters Score -111816.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111872.492188 Penalty: 2211.139160
	Iteration 2F: 3 clusters Score -111872.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -111891.882812 Penalty: 2211.139160
	Iteration 3Q: 3 clusters Score -111891.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -111903.312500 Penalty: 2211.139160
	Iteration 4Q: 3 clusters Score -111903.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -111906.882812 Penalty: 2211.139160
	Iteration 5Q: 3 clusters Score -111906.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -111923.007812 Penalty: 2211.139160
	Iteration 6Q: 3 clusters Score -111923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -111932.554688 Penalty: 2211.139160
	Iteration 7Q: 3 clusters Score -111932.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -111937.750000 Penalty: 2211.139160
	Iteration 8Q: 3 clusters Score -111937.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -111939.343750 Penalty: 2211.139160
	Iteration 9Q: 3 clusters Score -111939.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -111943.085938 Penalty: 2211.139160
	Iteration 10Q: 3 clusters Score -111943.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -111943.929688 Penalty: 2211.139160
	Iteration 11Q: 3 clusters Score -111943.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -111944.140625 Penalty: 2211.139160
	Iteration 12Q: 3 clusters Score -111944.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -111944.140625 Penalty: 2211.139160
	Iteration 13F: 3 clusters Score -111944.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Entering Unmasked Estep 
Score: -4741685.000000 Penalty: 1706.404297
	Iteration 0F: 2 clusters Score -4741685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -4717311.500000 Penalty: 3412.808594
	Iteration 0F: 3 clusters Score -4717312 nChanged 16854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4726805.000000 Penalty: 3412.808594
	Iteration 1F: 3 clusters Score -4726805 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -4727132.000000 Penalty: 3412.808594
	Iteration 2Q: 3 clusters Score -4727132 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -4727443.500000 Penalty: 3412.808594
	Iteration 3Q: 3 clusters Score -4727444 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -4727790.500000 Penalty: 3412.808594
	Iteration 4Q: 3 clusters Score -4727790 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -4728161.000000 Penalty: 3412.808594
	Iteration 5Q: 3 clusters Score -4728161 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -4728650.000000 Penalty: 3412.808594
	Iteration 6Q: 3 clusters Score -4728650 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -4729274.500000 Penalty: 3412.808594
	Iteration 7Q: 3 clusters Score -4729274 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -4730054.000000 Penalty: 3412.808594
	Iteration 8Q: 3 clusters Score -4730054 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -4730939.000000 Penalty: 3412.808594
	Iteration 9Q: 3 clusters Score -4730939 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -4732002.500000 Penalty: 3412.808594
	Iteration 10Q: 3 clusters Score -4732002 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -4733133.500000 Penalty: 3412.808594
	Iteration 11F: 3 clusters Score -4733134 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -4734138.000000 Penalty: 3412.808594
	Iteration 12Q: 3 clusters Score -4734138 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -4734894.500000 Penalty: 3412.808594
	Iteration 13Q: 3 clusters Score -4734894 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -4735426.000000 Penalty: 3412.808594
	Iteration 14Q: 3 clusters Score -4735426 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -4735732.500000 Penalty: 3412.808594
	Iteration 15Q: 3 clusters Score -4735732 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -4735966.000000 Penalty: 3412.808594
	Iteration 16Q: 3 clusters Score -4735966 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -4736194.000000 Penalty: 3412.808594
	Iteration 17Q: 3 clusters Score -4736194 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -4736465.000000 Penalty: 3412.808594
	Iteration 18Q: 3 clusters Score -4736465 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -4736713.000000 Penalty: 3412.808594
	Iteration 19Q: 3 clusters Score -4736713 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -4736969.000000 Penalty: 3412.808594
	Iteration 20F: 3 clusters Score -4736969 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -4737279.500000 Penalty: 3412.808594
	Iteration 21Q: 3 clusters Score -4737280 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -4737622.000000 Penalty: 3412.808594
	Iteration 22Q: 3 clusters Score -4737622 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -4737955.500000 Penalty: 3412.808594
	Iteration 23Q: 3 clusters Score -4737956 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -4738293.000000 Penalty: 3412.808594
	Iteration 24Q: 3 clusters Score -4738293 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -4738640.500000 Penalty: 3412.808594
	Iteration 25Q: 3 clusters Score -4738640 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -4738982.500000 Penalty: 3412.808594
	Iteration 26Q: 3 clusters Score -4738982 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -4739333.500000 Penalty: 3412.808594
	Iteration 27Q: 3 clusters Score -4739334 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -4739625.000000 Penalty: 3412.808594
	Iteration 28Q: 3 clusters Score -4739625 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -4739864.500000 Penalty: 3412.808594
	Iteration 29Q: 3 clusters Score -4739864 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -4740011.500000 Penalty: 3412.808594
	Iteration 30Q: 3 clusters Score -4740012 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -4740070.500000 Penalty: 3412.808594
	Iteration 31Q: 3 clusters Score -4740070 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -4740122.000000 Penalty: 3412.808594
	Iteration 32Q: 3 clusters Score -4740122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -4740147.000000 Penalty: 3412.808594
	Iteration 33Q: 3 clusters Score -4740147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -4740163.500000 Penalty: 3412.808594
	Iteration 34Q: 3 clusters Score -4740164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -4740177.500000 Penalty: 3412.808594
	Iteration 35Q: 3 clusters Score -4740178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -4740184.500000 Penalty: 3412.808594
	Iteration 36Q: 3 clusters Score -4740184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -4740191.500000 Penalty: 3412.808594
	Iteration 37Q: 3 clusters Score -4740192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -4740200.500000 Penalty: 3412.808594
	Iteration 38Q: 3 clusters Score -4740200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -4740197.500000 Penalty: 3412.808594
	Iteration 39Q: 3 clusters Score -4740198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -4740207.500000 Penalty: 3412.808594
	Iteration 40F: 3 clusters Score -4740208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -4740206.000000 Penalty: 3412.808594
	Iteration 41Q: 3 clusters Score -4740206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -4740207.500000 Penalty: 3412.808594
	Iteration 42Q: 3 clusters Score -4740208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -4740207.500000 Penalty: 3412.808594
	Iteration 43F: 3 clusters Score -4740208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -58964.335938 Penalty: 1023.579224
	Iteration 0F: 2 clusters Score -58964.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57930.609375 Penalty: 2047.158447
	Iteration 0F: 3 clusters Score -57930.61 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58157.535156 Penalty: 2047.158447
	Iteration 1F: 3 clusters Score -58157.54 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -58272.644531 Penalty: 2047.158447
	Iteration 2F: 3 clusters Score -58272.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58341.375000 Penalty: 2047.158447
	Iteration 3Q: 3 clusters Score -58341.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -58399.820312 Penalty: 2047.158447
	Iteration 4Q: 3 clusters Score -58399.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58428.273438 Penalty: 2047.158447
	Iteration 5Q: 3 clusters Score -58428.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58502.589844 Penalty: 2047.158447
	Iteration 6Q: 3 clusters Score -58502.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58570.773438 Penalty: 2047.158447
	Iteration 7Q: 3 clusters Score -58570.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -58689.070312 Penalty: 2047.158447
	Iteration 8F: 3 clusters Score -58689.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -58795.824219 Penalty: 2047.158447
	Iteration 9Q: 3 clusters Score -58795.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -58847.171875 Penalty: 2047.158447
	Iteration 10Q: 3 clusters Score -58847.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -58903.890625 Penalty: 2047.158447
	Iteration 11Q: 3 clusters Score -58903.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -58943.871094 Penalty: 2047.158447
	Iteration 12Q: 3 clusters Score -58943.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -58955.230469 Penalty: 2047.158447
	Iteration 13Q: 3 clusters Score -58955.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -58958.308594 Penalty: 2047.158447
	Iteration 14Q: 3 clusters Score -58958.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -58959.265625 Penalty: 2047.158447
	Iteration 15Q: 3 clusters Score -58959.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -58960.781250 Penalty: 2047.158447
	Iteration 16Q: 3 clusters Score -58960.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -58967.855469 Penalty: 2047.158447
	Iteration 17Q: 3 clusters Score -58967.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -58970.617188 Penalty: 2047.158447
	Iteration 18Q: 3 clusters Score -58970.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -58973.699219 Penalty: 2047.158447
	Iteration 19Q: 3 clusters Score -58973.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -58980.113281 Penalty: 2047.158447
	Iteration 20F: 3 clusters Score -58980.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -58982.492188 Penalty: 2047.158447
	Iteration 21Q: 3 clusters Score -58982.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -58985.218750 Penalty: 2047.158447
	Iteration 22Q: 3 clusters Score -58985.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -58985.218750 Penalty: 2047.158447
	Iteration 23F: 3 clusters Score -58985.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36350 members 
Mstep: Class 3 contains 197 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 7 contains 347 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 740 members 
Mstep: Class 13 contains 226 members 
Mstep: Class 14 contains 103332 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 19 contains 113290 members 
Mstep: Class 20 contains 22398 members 
Entering Unmasked Estep 
Score: -54039548.000000 Penalty: 35783.207031
Splitting cluster 3 changes total score from -54040600.000000 to -54039548.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Entering Unmasked Estep 
Score: -31312.892578 Penalty: 983.081726
	Iteration 0F: 2 clusters Score -31312.89 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 230 members 
Entering Unmasked Estep 
Score: -30463.314453 Penalty: 1966.163452
	Iteration 0F: 3 clusters Score -30463.31 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -30675.931641 Penalty: 1966.163452
	Iteration 1F: 3 clusters Score -30675.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30722.291016 Penalty: 1966.163452
	Iteration 2F: 3 clusters Score -30722.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -30750.685547 Penalty: 1966.163452
	Iteration 3Q: 3 clusters Score -30750.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30771.996094 Penalty: 1966.163452
	Iteration 4Q: 3 clusters Score -30772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -30775.265625 Penalty: 1966.163452
	Iteration 5Q: 3 clusters Score -30775.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -30776.593750 Penalty: 1966.163452
	Iteration 6Q: 3 clusters Score -30776.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30779.146484 Penalty: 1966.163452
	Iteration 7Q: 3 clusters Score -30779.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -30779.146484 Penalty: 1966.163452
	Iteration 8F: 3 clusters Score -30779.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -51731.289062 Penalty: 939.370850
	Iteration 0F: 2 clusters Score -51731.29 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 162 members 
Entering Unmasked Estep 
Score: -50767.460938 Penalty: 1878.741699
	Iteration 0F: 3 clusters Score -50767.46 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50878.898438 Penalty: 1878.741699
	Iteration 1F: 3 clusters Score -50878.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50923.445312 Penalty: 1878.741699
	Iteration 2Q: 3 clusters Score -50923.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50949.394531 Penalty: 1878.741699
	Iteration 3Q: 3 clusters Score -50949.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50959.347656 Penalty: 1878.741699
	Iteration 4Q: 3 clusters Score -50959.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50962.765625 Penalty: 1878.741699
	Iteration 5Q: 3 clusters Score -50962.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50967.289062 Penalty: 1878.741699
	Iteration 6Q: 3 clusters Score -50967.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50967.289062 Penalty: 1878.741699
	Iteration 7F: 3 clusters Score -50967.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Entering Unmasked Estep 
Score: -2426471.750000 Penalty: 1596.621704
	Iteration 0F: 2 clusters Score -2426472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2413788.750000 Penalty: 3193.243408
	Iteration 0F: 3 clusters Score -2413789 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2418266.500000 Penalty: 3193.243408
	Iteration 1F: 3 clusters Score -2418266 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2418566.000000 Penalty: 3193.243408
	Iteration 2Q: 3 clusters Score -2418566 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2418907.750000 Penalty: 3193.243408
	Iteration 3Q: 3 clusters Score -2418908 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2419247.000000 Penalty: 3193.243408
	Iteration 4Q: 3 clusters Score -2419247 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2419629.750000 Penalty: 3193.243408
	Iteration 5Q: 3 clusters Score -2419630 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2420072.500000 Penalty: 3193.243408
	Iteration 6Q: 3 clusters Score -2420072 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2420649.500000 Penalty: 3193.243408
	Iteration 7Q: 3 clusters Score -2420650 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2421352.750000 Penalty: 3193.243408
	Iteration 8F: 3 clusters Score -2421353 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2422039.750000 Penalty: 3193.243408
	Iteration 9Q: 3 clusters Score -2422040 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -2422635.000000 Penalty: 3193.243408
	Iteration 10Q: 3 clusters Score -2422635 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2423128.750000 Penalty: 3193.243408
	Iteration 11Q: 3 clusters Score -2423129 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2423537.250000 Penalty: 3193.243408
	Iteration 12Q: 3 clusters Score -2423537 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2423815.000000 Penalty: 3193.243408
	Iteration 13Q: 3 clusters Score -2423815 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2424016.500000 Penalty: 3193.243408
	Iteration 14Q: 3 clusters Score -2424016 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2424179.250000 Penalty: 3193.243408
	Iteration 15Q: 3 clusters Score -2424179 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2424323.000000 Penalty: 3193.243408
	Iteration 16Q: 3 clusters Score -2424323 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2424431.500000 Penalty: 3193.243408
	Iteration 17Q: 3 clusters Score -2424432 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2424519.250000 Penalty: 3193.243408
	Iteration 18Q: 3 clusters Score -2424519 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2424607.000000 Penalty: 3193.243408
	Iteration 19Q: 3 clusters Score -2424607 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2424669.250000 Penalty: 3193.243408
	Iteration 20F: 3 clusters Score -2424669 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2424723.250000 Penalty: 3193.243408
	Iteration 21Q: 3 clusters Score -2424723 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2424784.750000 Penalty: 3193.243408
	Iteration 22Q: 3 clusters Score -2424785 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2424838.250000 Penalty: 3193.243408
	Iteration 23Q: 3 clusters Score -2424838 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2424874.750000 Penalty: 3193.243408
	Iteration 24Q: 3 clusters Score -2424875 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2424907.500000 Penalty: 3193.243408
	Iteration 25Q: 3 clusters Score -2424908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2424933.000000 Penalty: 3193.243408
	Iteration 26Q: 3 clusters Score -2424933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2424949.500000 Penalty: 3193.243408
	Iteration 27Q: 3 clusters Score -2424950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2424970.000000 Penalty: 3193.243408
	Iteration 28Q: 3 clusters Score -2424970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -2424987.000000 Penalty: 3193.243408
	Iteration 29Q: 3 clusters Score -2424987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2424997.500000 Penalty: 3193.243408
	Iteration 30Q: 3 clusters Score -2424998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2425019.750000 Penalty: 3193.243408
	Iteration 31Q: 3 clusters Score -2425020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2425038.750000 Penalty: 3193.243408
	Iteration 32Q: 3 clusters Score -2425039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2425049.250000 Penalty: 3193.243408
	Iteration 33Q: 3 clusters Score -2425049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2425059.250000 Penalty: 3193.243408
	Iteration 34Q: 3 clusters Score -2425059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2425068.250000 Penalty: 3193.243408
	Iteration 35Q: 3 clusters Score -2425068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2425079.250000 Penalty: 3193.243408
	Iteration 36Q: 3 clusters Score -2425079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2425089.500000 Penalty: 3193.243408
	Iteration 37Q: 3 clusters Score -2425090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2425090.500000 Penalty: 3193.243408
	Iteration 38Q: 3 clusters Score -2425090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2425092.250000 Penalty: 3193.243408
	Iteration 39Q: 3 clusters Score -2425092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2425093.750000 Penalty: 3193.243408
	Iteration 40F: 3 clusters Score -2425094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2425097.250000 Penalty: 3193.243408
	Iteration 41Q: 3 clusters Score -2425097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2425094.500000 Penalty: 3193.243408
	Iteration 42Q: 3 clusters Score -2425094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2425101.000000 Penalty: 3193.243408
	Iteration 43Q: 3 clusters Score -2425101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2425105.750000 Penalty: 3193.243408
	Iteration 44Q: 3 clusters Score -2425106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2425112.250000 Penalty: 3193.243408
	Iteration 45Q: 3 clusters Score -2425112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2425112.250000 Penalty: 3193.243408
	Iteration 46Q: 3 clusters Score -2425112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2425116.750000 Penalty: 3193.243408
	Iteration 47Q: 3 clusters Score -2425117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2425117.250000 Penalty: 3193.243408
	Iteration 48Q: 3 clusters Score -2425117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2425117.000000 Penalty: 3193.243408
	Iteration 49Q: 3 clusters Score -2425117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2425117.000000 Penalty: 3193.243408
	Iteration 50F: 3 clusters Score -2425117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (19776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Entering Unmasked Estep 
Score: -2513250.000000 Penalty: 1607.486450
	Iteration 0F: 2 clusters Score -2513250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2499792.250000 Penalty: 3214.972900
	Iteration 0F: 3 clusters Score -2499792 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2505210.250000 Penalty: 3214.972900
	Iteration 1F: 3 clusters Score -2505210 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2506034.000000 Penalty: 3214.972900
	Iteration 2F: 3 clusters Score -2506034 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2507007.750000 Penalty: 3214.972900
	Iteration 3F: 3 clusters Score -2507008 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2508008.750000 Penalty: 3214.972900
	Iteration 4F: 3 clusters Score -2508009 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2508910.500000 Penalty: 3214.972900
	Iteration 5F: 3 clusters Score -2508910 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2509538.000000 Penalty: 3214.972900
	Iteration 6F: 3 clusters Score -2509538 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2509882.750000 Penalty: 3214.972900
	Iteration 7Q: 3 clusters Score -2509883 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2510051.750000 Penalty: 3214.972900
	Iteration 8Q: 3 clusters Score -2510052 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2510154.000000 Penalty: 3214.972900
	Iteration 9Q: 3 clusters Score -2510154 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2510227.750000 Penalty: 3214.972900
	Iteration 10Q: 3 clusters Score -2510228 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2510288.000000 Penalty: 3214.972900
	Iteration 11Q: 3 clusters Score -2510288 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2510319.000000 Penalty: 3214.972900
	Iteration 12Q: 3 clusters Score -2510319 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2510355.500000 Penalty: 3214.972900
	Iteration 13Q: 3 clusters Score -2510356 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2510378.750000 Penalty: 3214.972900
	Iteration 14Q: 3 clusters Score -2510379 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2510400.250000 Penalty: 3214.972900
	Iteration 15Q: 3 clusters Score -2510400 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2510430.000000 Penalty: 3214.972900
	Iteration 16Q: 3 clusters Score -2510430 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2510452.750000 Penalty: 3214.972900
	Iteration 17Q: 3 clusters Score -2510453 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2510473.500000 Penalty: 3214.972900
	Iteration 18Q: 3 clusters Score -2510474 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2510502.500000 Penalty: 3214.972900
	Iteration 19Q: 3 clusters Score -2510502 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2510520.500000 Penalty: 3214.972900
	Iteration 20F: 3 clusters Score -2510520 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2510543.000000 Penalty: 3214.972900
	Iteration 21Q: 3 clusters Score -2510543 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2510556.500000 Penalty: 3214.972900
	Iteration 22Q: 3 clusters Score -2510556 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -2510576.750000 Penalty: 3214.972900
	Iteration 23Q: 3 clusters Score -2510577 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2510590.750000 Penalty: 3214.972900
	Iteration 24Q: 3 clusters Score -2510591 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2510614.000000 Penalty: 3214.972900
	Iteration 25Q: 3 clusters Score -2510614 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2510636.000000 Penalty: 3214.972900
	Iteration 26Q: 3 clusters Score -2510636 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2510652.750000 Penalty: 3214.972900
	Iteration 27Q: 3 clusters Score -2510653 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2510668.250000 Penalty: 3214.972900
	Iteration 28Q: 3 clusters Score -2510668 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2510705.250000 Penalty: 3214.972900
	Iteration 29Q: 3 clusters Score -2510705 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2510723.250000 Penalty: 3214.972900
	Iteration 30Q: 3 clusters Score -2510723 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2510743.000000 Penalty: 3214.972900
	Iteration 31Q: 3 clusters Score -2510743 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2510785.500000 Penalty: 3214.972900
	Iteration 32Q: 3 clusters Score -2510786 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2510808.250000 Penalty: 3214.972900
	Iteration 33Q: 3 clusters Score -2510808 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2510833.000000 Penalty: 3214.972900
	Iteration 34Q: 3 clusters Score -2510833 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2510865.000000 Penalty: 3214.972900
	Iteration 35Q: 3 clusters Score -2510865 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -2510891.250000 Penalty: 3214.972900
	Iteration 36Q: 3 clusters Score -2510891 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2510941.500000 Penalty: 3214.972900
	Iteration 37Q: 3 clusters Score -2510942 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2510969.500000 Penalty: 3214.972900
	Iteration 38Q: 3 clusters Score -2510970 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2511005.250000 Penalty: 3214.972900
	Iteration 39Q: 3 clusters Score -2511005 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2511058.500000 Penalty: 3214.972900
	Iteration 40F: 3 clusters Score -2511058 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2511107.500000 Penalty: 3214.972900
	Iteration 41Q: 3 clusters Score -2511108 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2511144.000000 Penalty: 3214.972900
	Iteration 42Q: 3 clusters Score -2511144 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -2511180.250000 Penalty: 3214.972900
	Iteration 43Q: 3 clusters Score -2511180 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2511234.000000 Penalty: 3214.972900
	Iteration 44Q: 3 clusters Score -2511234 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2511289.000000 Penalty: 3214.972900
	Iteration 45Q: 3 clusters Score -2511289 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2511332.000000 Penalty: 3214.972900
	Iteration 46Q: 3 clusters Score -2511332 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2511383.750000 Penalty: 3214.972900
	Iteration 47Q: 3 clusters Score -2511384 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2511435.000000 Penalty: 3214.972900
	Iteration 48Q: 3 clusters Score -2511435 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2511485.250000 Penalty: 3214.972900
	Iteration 49Q: 3 clusters Score -2511485 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2511526.750000 Penalty: 3214.972900
	Iteration 50Q: 3 clusters Score -2511527 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2511554.000000 Penalty: 3214.972900
	Iteration 51Q: 3 clusters Score -2511554 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2511571.750000 Penalty: 3214.972900
	Iteration 52Q: 3 clusters Score -2511572 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2511608.500000 Penalty: 3214.972900
	Iteration 53Q: 3 clusters Score -2511608 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2511624.750000 Penalty: 3214.972900
	Iteration 54Q: 3 clusters Score -2511625 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2511651.000000 Penalty: 3214.972900
	Iteration 55Q: 3 clusters Score -2511651 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2511663.500000 Penalty: 3214.972900
	Iteration 56Q: 3 clusters Score -2511664 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2511675.500000 Penalty: 3214.972900
	Iteration 57Q: 3 clusters Score -2511676 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2511701.250000 Penalty: 3214.972900
	Iteration 58Q: 3 clusters Score -2511701 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2511716.750000 Penalty: 3214.972900
	Iteration 59Q: 3 clusters Score -2511717 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2511740.500000 Penalty: 3214.972900
	Iteration 60F: 3 clusters Score -2511740 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2511754.500000 Penalty: 3214.972900
	Iteration 61Q: 3 clusters Score -2511754 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2511767.000000 Penalty: 3214.972900
	Iteration 62Q: 3 clusters Score -2511767 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2511774.000000 Penalty: 3214.972900
	Iteration 63Q: 3 clusters Score -2511774 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2511790.750000 Penalty: 3214.972900
	Iteration 64Q: 3 clusters Score -2511791 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2511799.500000 Penalty: 3214.972900
	Iteration 65Q: 3 clusters Score -2511800 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2511810.750000 Penalty: 3214.972900
	Iteration 66Q: 3 clusters Score -2511811 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2511820.000000 Penalty: 3214.972900
	Iteration 67Q: 3 clusters Score -2511820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2511829.250000 Penalty: 3214.972900
	Iteration 68Q: 3 clusters Score -2511829 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2511836.000000 Penalty: 3214.972900
	Iteration 69Q: 3 clusters Score -2511836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2511843.000000 Penalty: 3214.972900
	Iteration 70Q: 3 clusters Score -2511843 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2511852.750000 Penalty: 3214.972900
	Iteration 71Q: 3 clusters Score -2511853 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2511865.500000 Penalty: 3214.972900
	Iteration 72Q: 3 clusters Score -2511866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2511870.750000 Penalty: 3214.972900
	Iteration 73Q: 3 clusters Score -2511871 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2511879.250000 Penalty: 3214.972900
	Iteration 74Q: 3 clusters Score -2511879 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2511883.250000 Penalty: 3214.972900
	Iteration 75Q: 3 clusters Score -2511883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2511895.250000 Penalty: 3214.972900
	Iteration 76Q: 3 clusters Score -2511895 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2511902.000000 Penalty: 3214.972900
	Iteration 77Q: 3 clusters Score -2511902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2511904.750000 Penalty: 3214.972900
	Iteration 78Q: 3 clusters Score -2511905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2511910.000000 Penalty: 3214.972900
	Iteration 79Q: 3 clusters Score -2511910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2511921.750000 Penalty: 3214.972900
	Iteration 80F: 3 clusters Score -2511922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2511924.250000 Penalty: 3214.972900
	Iteration 81Q: 3 clusters Score -2511924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2511928.750000 Penalty: 3214.972900
	Iteration 82Q: 3 clusters Score -2511929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2511928.500000 Penalty: 3214.972900
	Iteration 83Q: 3 clusters Score -2511928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2511932.500000 Penalty: 3214.972900
	Iteration 84Q: 3 clusters Score -2511932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2511934.750000 Penalty: 3214.972900
	Iteration 85Q: 3 clusters Score -2511935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2511936.750000 Penalty: 3214.972900
	Iteration 86Q: 3 clusters Score -2511937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2511936.500000 Penalty: 3214.972900
	Iteration 87Q: 3 clusters Score -2511936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2511944.250000 Penalty: 3214.972900
	Iteration 88Q: 3 clusters Score -2511944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2511943.750000 Penalty: 3214.972900
	Iteration 89Q: 3 clusters Score -2511944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2511948.250000 Penalty: 3214.972900
	Iteration 90Q: 3 clusters Score -2511948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2511952.750000 Penalty: 3214.972900
	Iteration 91Q: 3 clusters Score -2511953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2511955.750000 Penalty: 3214.972900
	Iteration 92Q: 3 clusters Score -2511956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2511958.000000 Penalty: 3214.972900
	Iteration 93Q: 3 clusters Score -2511958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2511956.750000 Penalty: 3214.972900
	Iteration 94Q: 3 clusters Score -2511957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2511957.250000 Penalty: 3214.972900
	Iteration 95Q: 3 clusters Score -2511957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2511959.750000 Penalty: 3214.972900
	Iteration 96Q: 3 clusters Score -2511960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2511963.000000 Penalty: 3214.972900
	Iteration 97Q: 3 clusters Score -2511963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2511968.500000 Penalty: 3214.972900
	Iteration 98Q: 3 clusters Score -2511968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2511967.750000 Penalty: 3214.972900
	Iteration 99Q: 3 clusters Score -2511968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2511971.250000 Penalty: 3214.972900
	Iteration 100F: 3 clusters Score -2511971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2511971.500000 Penalty: 3214.972900
	Iteration 101Q: 3 clusters Score -2511972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2511978.500000 Penalty: 3214.972900
	Iteration 102Q: 3 clusters Score -2511978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2511981.000000 Penalty: 3214.972900
	Iteration 103Q: 3 clusters Score -2511981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2511989.000000 Penalty: 3214.972900
	Iteration 104Q: 3 clusters Score -2511989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2511993.000000 Penalty: 3214.972900
	Iteration 105Q: 3 clusters Score -2511993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2511994.500000 Penalty: 3214.972900
	Iteration 106Q: 3 clusters Score -2511994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2511994.750000 Penalty: 3214.972900
	Iteration 107Q: 3 clusters Score -2511995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2511999.750000 Penalty: 3214.972900
	Iteration 108Q: 3 clusters Score -2512000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2512003.500000 Penalty: 3214.972900
	Iteration 109Q: 3 clusters Score -2512004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2512010.750000 Penalty: 3214.972900
	Iteration 110Q: 3 clusters Score -2512011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2512012.000000 Penalty: 3214.972900
	Iteration 111Q: 3 clusters Score -2512012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2512016.750000 Penalty: 3214.972900
	Iteration 112Q: 3 clusters Score -2512017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2512017.500000 Penalty: 3214.972900
	Iteration 113Q: 3 clusters Score -2512018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2512025.000000 Penalty: 3214.972900
	Iteration 114Q: 3 clusters Score -2512025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2512029.750000 Penalty: 3214.972900
	Iteration 115Q: 3 clusters Score -2512030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2512030.000000 Penalty: 3214.972900
	Iteration 116Q: 3 clusters Score -2512030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2512029.750000 Penalty: 3214.972900
	Iteration 117Q: 3 clusters Score -2512030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2512032.750000 Penalty: 3214.972900
	Iteration 118Q: 3 clusters Score -2512033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2512034.000000 Penalty: 3214.972900
	Iteration 119Q: 3 clusters Score -2512034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2512038.250000 Penalty: 3214.972900
	Iteration 120F: 3 clusters Score -2512038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2512038.000000 Penalty: 3214.972900
	Iteration 121Q: 3 clusters Score -2512038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2512037.250000 Penalty: 3214.972900
	Iteration 122Q: 3 clusters Score -2512037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2512038.500000 Penalty: 3214.972900
	Iteration 123Q: 3 clusters Score -2512038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2512036.750000 Penalty: 3214.972900
	Iteration 124Q: 3 clusters Score -2512037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2512034.250000 Penalty: 3214.972900
	Iteration 125Q: 3 clusters Score -2512034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2512039.500000 Penalty: 3214.972900
	Iteration 126Q: 3 clusters Score -2512040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2512041.000000 Penalty: 3214.972900
	Iteration 127Q: 3 clusters Score -2512041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2512042.500000 Penalty: 3214.972900
	Iteration 128Q: 3 clusters Score -2512042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2512040.750000 Penalty: 3214.972900
	Iteration 129Q: 3 clusters Score -2512041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2512042.250000 Penalty: 3214.972900
	Iteration 130Q: 3 clusters Score -2512042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2512040.250000 Penalty: 3214.972900
	Iteration 131Q: 3 clusters Score -2512040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2512043.000000 Penalty: 3214.972900
	Iteration 132Q: 3 clusters Score -2512043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2512044.750000 Penalty: 3214.972900
	Iteration 133Q: 3 clusters Score -2512045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2512045.000000 Penalty: 3214.972900
	Iteration 134Q: 3 clusters Score -2512045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2512043.750000 Penalty: 3214.972900
	Iteration 135Q: 3 clusters Score -2512044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2512046.250000 Penalty: 3214.972900
	Iteration 136Q: 3 clusters Score -2512046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2512044.250000 Penalty: 3214.972900
	Iteration 137Q: 3 clusters Score -2512044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2512042.500000 Penalty: 3214.972900
	Iteration 138Q: 3 clusters Score -2512042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2512039.500000 Penalty: 3214.972900
	Iteration 139Q: 3 clusters Score -2512040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2512043.500000 Penalty: 3214.972900
	Iteration 140F: 3 clusters Score -2512044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2512045.250000 Penalty: 3214.972900
	Iteration 141Q: 3 clusters Score -2512045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2512045.500000 Penalty: 3214.972900
	Iteration 142Q: 3 clusters Score -2512046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2512043.750000 Penalty: 3214.972900
	Iteration 143Q: 3 clusters Score -2512044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2512045.000000 Penalty: 3214.972900
	Iteration 144Q: 3 clusters Score -2512045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2512044.500000 Penalty: 3214.972900
	Iteration 145Q: 3 clusters Score -2512044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2512047.750000 Penalty: 3214.972900
	Iteration 146Q: 3 clusters Score -2512048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2512046.250000 Penalty: 3214.972900
	Iteration 147Q: 3 clusters Score -2512046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2512046.000000 Penalty: 3214.972900
	Iteration 148Q: 3 clusters Score -2512046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2512046.000000 Penalty: 3214.972900
	Iteration 149F: 3 clusters Score -2512046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (82235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82235 members 
Entering Unmasked Estep 
Score: -10779701.000000 Penalty: 1839.067139
	Iteration 0F: 2 clusters Score -1.07797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -10734257.000000 Penalty: 3678.134277
	Iteration 0F: 3 clusters Score -1.073426e+07 nChanged 39019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -10757104.000000 Penalty: 3678.134277
	Iteration 1F: 3 clusters Score -1.07571e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -10757623.000000 Penalty: 3678.134277
	Iteration 2Q: 3 clusters Score -1.075762e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -10758363.000000 Penalty: 3678.134277
	Iteration 3Q: 3 clusters Score -1.075836e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -10759123.000000 Penalty: 3678.134277
	Iteration 4Q: 3 clusters Score -1.075912e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -10759920.000000 Penalty: 3678.134277
	Iteration 5Q: 3 clusters Score -1.075992e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -10760834.000000 Penalty: 3678.134277
	Iteration 6Q: 3 clusters Score -1.076083e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -10761874.000000 Penalty: 3678.134277
	Iteration 7Q: 3 clusters Score -1.076187e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -10763232.000000 Penalty: 3678.134277
	Iteration 8Q: 3 clusters Score -1.076323e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -10765034.000000 Penalty: 3678.134277
	Iteration 9Q: 3 clusters Score -1.076503e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -10767105.000000 Penalty: 3678.134277
	Iteration 10F: 3 clusters Score -1.07671e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58205 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -10769278.000000 Penalty: 3678.134277
	Iteration 11F: 3 clusters Score -1.076928e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62352 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -10771195.000000 Penalty: 3678.134277
	Iteration 12F: 3 clusters Score -1.07712e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66207 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -10772844.000000 Penalty: 3678.134277
	Iteration 13Q: 3 clusters Score -1.077284e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69400 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -10773918.000000 Penalty: 3678.134277
	Iteration 14Q: 3 clusters Score -1.077392e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71914 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -10774671.000000 Penalty: 3678.134277
	Iteration 15Q: 3 clusters Score -1.077467e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73937 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -10775178.000000 Penalty: 3678.134277
	Iteration 16Q: 3 clusters Score -1.077518e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75566 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -10775554.000000 Penalty: 3678.134277
	Iteration 17Q: 3 clusters Score -1.077555e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76852 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -10775879.000000 Penalty: 3678.134277
	Iteration 18Q: 3 clusters Score -1.077588e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77924 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -10776159.000000 Penalty: 3678.134277
	Iteration 19Q: 3 clusters Score -1.077616e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78785 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -10776430.000000 Penalty: 3678.134277
	Iteration 20F: 3 clusters Score -1.077643e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79517 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -10776691.000000 Penalty: 3678.134277
	Iteration 21Q: 3 clusters Score -1.077669e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80141 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -10776942.000000 Penalty: 3678.134277
	Iteration 22Q: 3 clusters Score -1.077694e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80636 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -10777156.000000 Penalty: 3678.134277
	Iteration 23Q: 3 clusters Score -1.077716e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81010 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -10777353.000000 Penalty: 3678.134277
	Iteration 24Q: 3 clusters Score -1.077735e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81306 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -10777532.000000 Penalty: 3678.134277
	Iteration 25Q: 3 clusters Score -1.077753e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81506 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10777652.000000 Penalty: 3678.134277
	Iteration 26Q: 3 clusters Score -1.077765e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81642 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10777769.000000 Penalty: 3678.134277
	Iteration 27Q: 3 clusters Score -1.077777e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81727 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10777845.000000 Penalty: 3678.134277
	Iteration 28Q: 3 clusters Score -1.077784e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -10777900.000000 Penalty: 3678.134277
	Iteration 29Q: 3 clusters Score -1.07779e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81821 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -10777939.000000 Penalty: 3678.134277
	Iteration 30Q: 3 clusters Score -1.077794e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81855 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10777967.000000 Penalty: 3678.134277
	Iteration 31Q: 3 clusters Score -1.077797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81871 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10777967.000000 Penalty: 3678.134277
	Iteration 32Q: 3 clusters Score -1.077797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81880 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10777981.000000 Penalty: 3678.134277
	Iteration 33Q: 3 clusters Score -1.077798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81888 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10778003.000000 Penalty: 3678.134277
	Iteration 34Q: 3 clusters Score -1.0778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81893 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -10777996.000000 Penalty: 3678.134277
	Iteration 35Q: 3 clusters Score -1.0778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10778000.000000 Penalty: 3678.134277
	Iteration 36Q: 3 clusters Score -1.0778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -10778000.000000 Penalty: 3678.134277
	Iteration 37Q: 3 clusters Score -1.0778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81909 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10778021.000000 Penalty: 3678.134277
	Iteration 38Q: 3 clusters Score -1.077802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81910 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -10778019.000000 Penalty: 3678.134277
	Iteration 39Q: 3 clusters Score -1.077802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81917 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10778023.000000 Penalty: 3678.134277
	Iteration 40F: 3 clusters Score -1.077802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81923 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10778024.000000 Penalty: 3678.134277
	Iteration 41Q: 3 clusters Score -1.077802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81929 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -10778027.000000 Penalty: 3678.134277
	Iteration 42Q: 3 clusters Score -1.077803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81936 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -10778025.000000 Penalty: 3678.134277
	Iteration 43Q: 3 clusters Score -1.077802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81943 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10778040.000000 Penalty: 3678.134277
	Iteration 44Q: 3 clusters Score -1.077804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81948 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10778045.000000 Penalty: 3678.134277
	Iteration 45Q: 3 clusters Score -1.077804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81949 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10778052.000000 Penalty: 3678.134277
	Iteration 46Q: 3 clusters Score -1.077805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81949 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10778052.000000 Penalty: 3678.134277
	Iteration 47F: 3 clusters Score -1.077805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -70611.046875 Penalty: 1073.580688
	Iteration 0F: 2 clusters Score -70611.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69372.546875 Penalty: 2147.161377
	Iteration 0F: 3 clusters Score -69372.55 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -69597.757812 Penalty: 2147.161377
	Iteration 1F: 3 clusters Score -69597.76 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -69692.875000 Penalty: 2147.161377
	Iteration 2F: 3 clusters Score -69692.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69763.210938 Penalty: 2147.161377
	Iteration 3F: 3 clusters Score -69763.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69844.109375 Penalty: 2147.161377
	Iteration 4Q: 3 clusters Score -69844.11 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69985.476562 Penalty: 2147.161377
	Iteration 5F: 3 clusters Score -69985.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -70124.242188 Penalty: 2147.161377
	Iteration 6F: 3 clusters Score -70124.24 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -70242.296875 Penalty: 2147.161377
	Iteration 7F: 3 clusters Score -70242.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -70306.101562 Penalty: 2147.161377
	Iteration 8Q: 3 clusters Score -70306.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -70342.437500 Penalty: 2147.161377
	Iteration 9Q: 3 clusters Score -70342.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -70358.531250 Penalty: 2147.161377
	Iteration 10Q: 3 clusters Score -70358.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -70363.320312 Penalty: 2147.161377
	Iteration 11Q: 3 clusters Score -70363.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -70365.921875 Penalty: 2147.161377
	Iteration 12Q: 3 clusters Score -70365.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -70367.265625 Penalty: 2147.161377
	Iteration 13Q: 3 clusters Score -70367.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -70368.468750 Penalty: 2147.161377
	Iteration 14Q: 3 clusters Score -70368.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -70368.781250 Penalty: 2147.161377
	Iteration 15Q: 3 clusters Score -70368.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -70368.781250 Penalty: 2147.161377
	Iteration 16F: 3 clusters Score -70368.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -9293.750977 Penalty: 880.836975
	Iteration 0F: 2 clusters Score -9293.751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8693.920898 Penalty: 1761.673950
	Iteration 0F: 3 clusters Score -8693.921 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9017.657227 Penalty: 1761.673950
	Iteration 1F: 3 clusters Score -9017.657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9142.956055 Penalty: 1761.673950
	Iteration 2Q: 3 clusters Score -9142.956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9265.267578 Penalty: 1761.673950
	Iteration 3Q: 3 clusters Score -9265.268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9272.722656 Penalty: 1761.673950
	Iteration 4Q: 3 clusters Score -9272.723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9272.829102 Penalty: 1761.673950
	Iteration 5F: 3 clusters Score -9272.829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9275.064453 Penalty: 1761.673950
	Iteration 6Q: 3 clusters Score -9275.064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -9275.064453 Penalty: 1761.673950
	Iteration 7F: 3 clusters Score -9275.064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (103332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103332 members 
Entering Unmasked Estep 
Score: -13285724.000000 Penalty: 1876.176514
	Iteration 0F: 2 clusters Score -1.328572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 51650 members 
Entering Unmasked Estep 
Score: -13218044.000000 Penalty: 3752.353027
	Iteration 0F: 3 clusters Score -1.321804e+07 nChanged 49474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53310 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -13247070.000000 Penalty: 3752.353027
	Iteration 1F: 3 clusters Score -1.324707e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -13247996.000000 Penalty: 3752.353027
	Iteration 2Q: 3 clusters Score -1.3248e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -13249179.000000 Penalty: 3752.353027
	Iteration 3Q: 3 clusters Score -1.324918e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56872 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -13250620.000000 Penalty: 3752.353027
	Iteration 4Q: 3 clusters Score -1.325062e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -13252388.000000 Penalty: 3752.353027
	Iteration 5Q: 3 clusters Score -1.325239e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61707 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -13254813.000000 Penalty: 3752.353027
	Iteration 6Q: 3 clusters Score -1.325481e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -13258059.000000 Penalty: 3752.353027
	Iteration 7F: 3 clusters Score -1.325806e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69049 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -13262326.000000 Penalty: 3752.353027
	Iteration 8F: 3 clusters Score -1.326233e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72438 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -13266500.000000 Penalty: 3752.353027
	Iteration 9F: 3 clusters Score -1.32665e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75114 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -13269291.000000 Penalty: 3752.353027
	Iteration 10Q: 3 clusters Score -1.326929e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77145 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -13270793.000000 Penalty: 3752.353027
	Iteration 11Q: 3 clusters Score -1.327079e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78935 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -13271845.000000 Penalty: 3752.353027
	Iteration 12Q: 3 clusters Score -1.327184e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80684 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -13272498.000000 Penalty: 3752.353027
	Iteration 13Q: 3 clusters Score -1.32725e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82488 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -13273139.000000 Penalty: 3752.353027
	Iteration 14Q: 3 clusters Score -1.327314e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84410 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -13273997.000000 Penalty: 3752.353027
	Iteration 15Q: 3 clusters Score -1.3274e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86380 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -13274929.000000 Penalty: 3752.353027
	Iteration 16Q: 3 clusters Score -1.327493e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88386 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -13275843.000000 Penalty: 3752.353027
	Iteration 17Q: 3 clusters Score -1.327584e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90355 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -13276835.000000 Penalty: 3752.353027
	Iteration 18Q: 3 clusters Score -1.327684e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92234 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -13277850.000000 Penalty: 3752.353027
	Iteration 19Q: 3 clusters Score -1.327785e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94042 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -13278926.000000 Penalty: 3752.353027
	Iteration 20F: 3 clusters Score -1.327893e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95638 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -13279869.000000 Penalty: 3752.353027
	Iteration 21Q: 3 clusters Score -1.327987e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97015 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -13280717.000000 Penalty: 3752.353027
	Iteration 22Q: 3 clusters Score -1.328072e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98170 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -13281429.000000 Penalty: 3752.353027
	Iteration 23Q: 3 clusters Score -1.328143e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99170 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -13282068.000000 Penalty: 3752.353027
	Iteration 24Q: 3 clusters Score -1.328207e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99987 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -13282633.000000 Penalty: 3752.353027
	Iteration 25Q: 3 clusters Score -1.328263e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100688 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -13283183.000000 Penalty: 3752.353027
	Iteration 26Q: 3 clusters Score -1.328318e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101218 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -13283535.000000 Penalty: 3752.353027
	Iteration 27Q: 3 clusters Score -1.328354e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101599 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -13283788.000000 Penalty: 3752.353027
	Iteration 28Q: 3 clusters Score -1.328379e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101893 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -13283916.000000 Penalty: 3752.353027
	Iteration 29Q: 3 clusters Score -1.328392e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102086 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -13283998.000000 Penalty: 3752.353027
	Iteration 30Q: 3 clusters Score -1.3284e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102218 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -13284081.000000 Penalty: 3752.353027
	Iteration 31Q: 3 clusters Score -1.328408e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102327 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -13284176.000000 Penalty: 3752.353027
	Iteration 32Q: 3 clusters Score -1.328418e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102393 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -13284214.000000 Penalty: 3752.353027
	Iteration 33Q: 3 clusters Score -1.328421e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102461 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -13284274.000000 Penalty: 3752.353027
	Iteration 34Q: 3 clusters Score -1.328427e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102513 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -13284295.000000 Penalty: 3752.353027
	Iteration 35Q: 3 clusters Score -1.32843e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102539 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -13284311.000000 Penalty: 3752.353027
	Iteration 36Q: 3 clusters Score -1.328431e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102570 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -13284324.000000 Penalty: 3752.353027
	Iteration 37Q: 3 clusters Score -1.328432e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102580 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -13284324.000000 Penalty: 3752.353027
	Iteration 38Q: 3 clusters Score -1.328432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102589 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -13284319.000000 Penalty: 3752.353027
	Iteration 39Q: 3 clusters Score -1.328432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102598 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -13284320.000000 Penalty: 3752.353027
	Iteration 40F: 3 clusters Score -1.328432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102612 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -13284330.000000 Penalty: 3752.353027
	Iteration 41Q: 3 clusters Score -1.328433e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102618 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -13284330.000000 Penalty: 3752.353027
	Iteration 42Q: 3 clusters Score -1.328433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102621 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -13284333.000000 Penalty: 3752.353027
	Iteration 43Q: 3 clusters Score -1.328433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102622 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -13284323.000000 Penalty: 3752.353027
	Iteration 44Q: 3 clusters Score -1.328432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102623 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -13284329.000000 Penalty: 3752.353027
	Iteration 45Q: 3 clusters Score -1.328433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102623 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -13284329.000000 Penalty: 3752.353027
	Iteration 46F: 3 clusters Score -1.328433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Entering Unmasked Estep 
Score: -360188.812500 Penalty: 1296.419800
	Iteration 0F: 2 clusters Score -360188.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -357567.812500 Penalty: 2592.839600
	Iteration 0F: 3 clusters Score -357567.8 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -358547.906250 Penalty: 2592.839600
	Iteration 1F: 3 clusters Score -358547.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -358981.843750 Penalty: 2592.839600
	Iteration 2F: 3 clusters Score -358981.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -359231.281250 Penalty: 2592.839600
	Iteration 3F: 3 clusters Score -359231.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -359372.062500 Penalty: 2592.839600
	Iteration 4F: 3 clusters Score -359372.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -359474.281250 Penalty: 2592.839600
	Iteration 5Q: 3 clusters Score -359474.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -359527.562500 Penalty: 2592.839600
	Iteration 6Q: 3 clusters Score -359527.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -359567.000000 Penalty: 2592.839600
	Iteration 7Q: 3 clusters Score -359567 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -359592.500000 Penalty: 2592.839600
	Iteration 8Q: 3 clusters Score -359592.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -359607.656250 Penalty: 2592.839600
	Iteration 9Q: 3 clusters Score -359607.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -359614.062500 Penalty: 2592.839600
	Iteration 10Q: 3 clusters Score -359614.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -359621.250000 Penalty: 2592.839600
	Iteration 11Q: 3 clusters Score -359621.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -359625.593750 Penalty: 2592.839600
	Iteration 12Q: 3 clusters Score -359625.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -359630.218750 Penalty: 2592.839600
	Iteration 13Q: 3 clusters Score -359630.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -359632.468750 Penalty: 2592.839600
	Iteration 14Q: 3 clusters Score -359632.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -359635.343750 Penalty: 2592.839600
	Iteration 15Q: 3 clusters Score -359635.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -359635.156250 Penalty: 2592.839600
	Iteration 16Q: 3 clusters Score -359635.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -359636.343750 Penalty: 2592.839600
	Iteration 17Q: 3 clusters Score -359636.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -359636.343750 Penalty: 2592.839600
	Iteration 18F: 3 clusters Score -359636.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Entering Unmasked Estep 
Score: -2540672.500000 Penalty: 1605.210815
	Iteration 0F: 2 clusters Score -2540672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2527308.750000 Penalty: 3210.421631
	Iteration 0F: 3 clusters Score -2527309 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2532394.000000 Penalty: 3210.421631
	Iteration 1F: 3 clusters Score -2532394 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2532843.000000 Penalty: 3210.421631
	Iteration 2F: 3 clusters Score -2532843 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2533316.750000 Penalty: 3210.421631
	Iteration 3F: 3 clusters Score -2533317 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2533949.000000 Penalty: 3210.421631
	Iteration 4F: 3 clusters Score -2533949 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2534750.500000 Penalty: 3210.421631
	Iteration 5F: 3 clusters Score -2534750 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2535702.000000 Penalty: 3210.421631
	Iteration 6F: 3 clusters Score -2535702 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2536742.500000 Penalty: 3210.421631
	Iteration 7F: 3 clusters Score -2536742 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2537689.250000 Penalty: 3210.421631
	Iteration 8F: 3 clusters Score -2537689 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2538354.250000 Penalty: 3210.421631
	Iteration 9Q: 3 clusters Score -2538354 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2538763.500000 Penalty: 3210.421631
	Iteration 10Q: 3 clusters Score -2538764 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2538992.500000 Penalty: 3210.421631
	Iteration 11Q: 3 clusters Score -2538992 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2539124.500000 Penalty: 3210.421631
	Iteration 12Q: 3 clusters Score -2539124 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2539205.000000 Penalty: 3210.421631
	Iteration 13Q: 3 clusters Score -2539205 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2539258.750000 Penalty: 3210.421631
	Iteration 14Q: 3 clusters Score -2539259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2539280.750000 Penalty: 3210.421631
	Iteration 15Q: 3 clusters Score -2539281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2539295.750000 Penalty: 3210.421631
	Iteration 16Q: 3 clusters Score -2539296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2539306.250000 Penalty: 3210.421631
	Iteration 17Q: 3 clusters Score -2539306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2539310.750000 Penalty: 3210.421631
	Iteration 18Q: 3 clusters Score -2539311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2539312.500000 Penalty: 3210.421631
	Iteration 19Q: 3 clusters Score -2539312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2539319.750000 Penalty: 3210.421631
	Iteration 20F: 3 clusters Score -2539320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2539321.500000 Penalty: 3210.421631
	Iteration 21Q: 3 clusters Score -2539322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2539320.750000 Penalty: 3210.421631
	Iteration 22Q: 3 clusters Score -2539321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2539320.750000 Penalty: 3210.421631
	Iteration 23F: 3 clusters Score -2539321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -75520.343750 Penalty: 1059.600952
	Iteration 0F: 2 clusters Score -75520.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74359.796875 Penalty: 2119.201904
	Iteration 0F: 3 clusters Score -74359.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -74604.000000 Penalty: 2119.201904
	Iteration 1F: 3 clusters Score -74604 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -74719.093750 Penalty: 2119.201904
	Iteration 2F: 3 clusters Score -74719.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -74835.921875 Penalty: 2119.201904
	Iteration 3F: 3 clusters Score -74835.92 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -74943.117188 Penalty: 2119.201904
	Iteration 4F: 3 clusters Score -74943.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -75040.718750 Penalty: 2119.201904
	Iteration 5F: 3 clusters Score -75040.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -75130.593750 Penalty: 2119.201904
	Iteration 6Q: 3 clusters Score -75130.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -75196.101562 Penalty: 2119.201904
	Iteration 7Q: 3 clusters Score -75196.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -75265.656250 Penalty: 2119.201904
	Iteration 8Q: 3 clusters Score -75265.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -75320.859375 Penalty: 2119.201904
	Iteration 9Q: 3 clusters Score -75320.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -75357.109375 Penalty: 2119.201904
	Iteration 10Q: 3 clusters Score -75357.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75374.000000 Penalty: 2119.201904
	Iteration 11Q: 3 clusters Score -75374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -75398.750000 Penalty: 2119.201904
	Iteration 12Q: 3 clusters Score -75398.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -75427.671875 Penalty: 2119.201904
	Iteration 13Q: 3 clusters Score -75427.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75455.054688 Penalty: 2119.201904
	Iteration 14Q: 3 clusters Score -75455.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75492.039062 Penalty: 2119.201904
	Iteration 15Q: 3 clusters Score -75492.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -75513.335938 Penalty: 2119.201904
	Iteration 16Q: 3 clusters Score -75513.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75529.484375 Penalty: 2119.201904
	Iteration 17Q: 3 clusters Score -75529.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75548.000000 Penalty: 2119.201904
	Iteration 18Q: 3 clusters Score -75548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -75557.679688 Penalty: 2119.201904
	Iteration 19Q: 3 clusters Score -75557.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -75561.953125 Penalty: 2119.201904
	Iteration 20F: 3 clusters Score -75561.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75574.296875 Penalty: 2119.201904
	Iteration 21Q: 3 clusters Score -75574.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75580.039062 Penalty: 2119.201904
	Iteration 22Q: 3 clusters Score -75580.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -75581.554688 Penalty: 2119.201904
	Iteration 23Q: 3 clusters Score -75581.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -75583.523438 Penalty: 2119.201904
	Iteration 24Q: 3 clusters Score -75583.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -75587.148438 Penalty: 2119.201904
	Iteration 25Q: 3 clusters Score -75587.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -75588.929688 Penalty: 2119.201904
	Iteration 26Q: 3 clusters Score -75588.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -75590.812500 Penalty: 2119.201904
	Iteration 27Q: 3 clusters Score -75590.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75592.304688 Penalty: 2119.201904
	Iteration 28Q: 3 clusters Score -75592.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75592.304688 Penalty: 2119.201904
	Iteration 29F: 3 clusters Score -75592.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36350 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 324 members 
Mstep: Class 6 contains 18497 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 10 contains 19776 members 
Mstep: Class 11 contains 82235 members 
Mstep: Class 12 contains 740 members 
Mstep: Class 13 contains 226 members 
Mstep: Class 14 contains 103332 members 
Mstep: Class 15 contains 2916 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 19 contains 113290 members 
Mstep: Class 20 contains 22398 members 
Entering Unmasked Estep 
Score: -54039620.000000 Penalty: 35783.207031
Splitting cluster 17 changes total score from -54040600.000000 to -54039620.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (113290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113290 members 
Entering Unmasked Estep 
Score: -14855048.000000 Penalty: 1891.127197
	Iteration 0F: 2 clusters Score -1.485505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -14784318.000000 Penalty: 3782.254395
	Iteration 0F: 3 clusters Score -1.478432e+07 nChanged 54331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55955 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -14815395.000000 Penalty: 3782.254395
	Iteration 1F: 3 clusters Score -1.48154e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 55985 members 
Entering Unmasked Estep 
Score: -14816063.000000 Penalty: 3782.254395
	Iteration 2Q: 3 clusters Score -1.481606e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 54066 members 
Entering Unmasked Estep 
Score: -14816752.000000 Penalty: 3782.254395
	Iteration 3Q: 3 clusters Score -1.481675e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61294 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -14817729.000000 Penalty: 3782.254395
	Iteration 4Q: 3 clusters Score -1.481773e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62947 members 
Mstep: Class 2 contains 50343 members 
Entering Unmasked Estep 
Score: -14819214.000000 Penalty: 3782.254395
	Iteration 5Q: 3 clusters Score -1.481921e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63566 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -14821574.000000 Penalty: 3782.254395
	Iteration 6F: 3 clusters Score -1.482157e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
Score: -14825243.000000 Penalty: 3782.254395
	Iteration 7F: 3 clusters Score -1.482524e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60925 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -14830488.000000 Penalty: 3782.254395
	Iteration 8F: 3 clusters Score -1.483049e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57796 members 
Mstep: Class 2 contains 55494 members 
Entering Unmasked Estep 
Score: -14835359.000000 Penalty: 3782.254395
	Iteration 9F: 3 clusters Score -1.483536e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 58844 members 
Entering Unmasked Estep 
Score: -14837322.000000 Penalty: 3782.254395
	Iteration 10F: 3 clusters Score -1.483732e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 61692 members 
Entering Unmasked Estep 
Score: -14837174.000000 Penalty: 3782.254395
	Iteration 11Q: 3 clusters Score -1.483717e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49498 members 
Mstep: Class 2 contains 63792 members 
Entering Unmasked Estep 
Score: -14836704.000000 Penalty: 3782.254395
	Iteration 12Q: 3 clusters Score -1.48367e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -14836251.000000 Penalty: 3782.254395
	Iteration 13Q: 3 clusters Score -1.483625e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 64970 members 
Entering Unmasked Estep 
Score: -14835798.000000 Penalty: 3782.254395
	Iteration 14Q: 3 clusters Score -1.48358e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -14835594.000000 Penalty: 3782.254395
	Iteration 15Q: 3 clusters Score -1.483559e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
Score: -14835941.000000 Penalty: 3782.254395
	Iteration 16Q: 3 clusters Score -1.483594e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 60528 members 
Entering Unmasked Estep 
Score: -14836985.000000 Penalty: 3782.254395
	Iteration 17Q: 3 clusters Score -1.483698e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 57225 members 
Entering Unmasked Estep 
Score: -14838323.000000 Penalty: 3782.254395
	Iteration 18Q: 3 clusters Score -1.483832e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -14838392.000000 Penalty: 3782.254395
	Iteration 19Q: 3 clusters Score -1.483839e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64593 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -14838006.000000 Penalty: 3782.254395
	Iteration 20F: 3 clusters Score -1.483801e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68280 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -14836977.000000 Penalty: 3782.254395
	Iteration 21Q: 3 clusters Score -1.483698e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70714 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -14835490.000000 Penalty: 3782.254395
	Iteration 22Q: 3 clusters Score -1.483549e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72002 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -14834834.000000 Penalty: 3782.254395
	Iteration 23Q: 3 clusters Score -1.483483e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72184 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -14834647.000000 Penalty: 3782.254395
	Iteration 24Q: 3 clusters Score -1.483465e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71469 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -14834932.000000 Penalty: 3782.254395
	Iteration 25Q: 3 clusters Score -1.483493e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70029 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -14835645.000000 Penalty: 3782.254395
	Iteration 26Q: 3 clusters Score -1.483564e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68026 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -14836498.000000 Penalty: 3782.254395
	Iteration 27Q: 3 clusters Score -1.48365e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65614 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -14837526.000000 Penalty: 3782.254395
	Iteration 28Q: 3 clusters Score -1.483753e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62589 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -14838369.000000 Penalty: 3782.254395
	Iteration 29Q: 3 clusters Score -1.483837e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -14838980.000000 Penalty: 3782.254395
	Iteration 30Q: 3 clusters Score -1.483898e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
Score: -14838776.000000 Penalty: 3782.254395
	Iteration 31Q: 3 clusters Score -1.483878e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 63081 members 
Entering Unmasked Estep 
Score: -14837840.000000 Penalty: 3782.254395
	Iteration 32Q: 3 clusters Score -1.483784e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 66069 members 
Entering Unmasked Estep 
Score: -14836745.000000 Penalty: 3782.254395
	Iteration 33Q: 3 clusters Score -1.483674e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 67733 members 
Entering Unmasked Estep 
Score: -14835482.000000 Penalty: 3782.254395
	Iteration 34Q: 3 clusters Score -1.483548e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 68172 members 
Entering Unmasked Estep 
Score: -14834277.000000 Penalty: 3782.254395
	Iteration 35Q: 3 clusters Score -1.483428e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 67629 members 
Entering Unmasked Estep 
Score: -14833687.000000 Penalty: 3782.254395
	Iteration 36Q: 3 clusters Score -1.483369e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 66416 members 
Entering Unmasked Estep 
Score: -14833609.000000 Penalty: 3782.254395
	Iteration 37Q: 3 clusters Score -1.483361e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 64547 members 
Entering Unmasked Estep 
Score: -14834527.000000 Penalty: 3782.254395
	Iteration 38Q: 3 clusters Score -1.483453e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51465 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -14836374.000000 Penalty: 3782.254395
	Iteration 39Q: 3 clusters Score -1.483637e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55350 members 
Mstep: Class 2 contains 57940 members 
Entering Unmasked Estep 
Score: -14838635.000000 Penalty: 3782.254395
	Iteration 40F: 3 clusters Score -1.483864e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60343 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -14839137.000000 Penalty: 3782.254395
	Iteration 41Q: 3 clusters Score -1.483914e+07 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65955 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -14838546.000000 Penalty: 3782.254395
	Iteration 42Q: 3 clusters Score -1.483855e+07 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70303 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -14836307.000000 Penalty: 3782.254395
	Iteration 43Q: 3 clusters Score -1.483631e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -14834686.000000 Penalty: 3782.254395
	Iteration 44Q: 3 clusters Score -1.483469e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75230 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -14833451.000000 Penalty: 3782.254395
	Iteration 45Q: 3 clusters Score -1.483345e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75897 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -14832991.000000 Penalty: 3782.254395
	Iteration 46Q: 3 clusters Score -1.483299e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75609 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -14832895.000000 Penalty: 3782.254395
	Iteration 47Q: 3 clusters Score -1.48329e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74637 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -14833243.000000 Penalty: 3782.254395
	Iteration 48Q: 3 clusters Score -1.483324e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73105 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -14833695.000000 Penalty: 3782.254395
	Iteration 49Q: 3 clusters Score -1.48337e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71034 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -14834800.000000 Penalty: 3782.254395
	Iteration 50Q: 3 clusters Score -1.48348e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68558 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -14835943.000000 Penalty: 3782.254395
	Iteration 51Q: 3 clusters Score -1.483594e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65738 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -14837386.000000 Penalty: 3782.254395
	Iteration 52Q: 3 clusters Score -1.483739e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62328 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -14838809.000000 Penalty: 3782.254395
	Iteration 53Q: 3 clusters Score -1.483881e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57897 members 
Mstep: Class 2 contains 55393 members 
Entering Unmasked Estep 
Score: -14839931.000000 Penalty: 3782.254395
	Iteration 54Q: 3 clusters Score -1.483993e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53130 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -14839399.000000 Penalty: 3782.254395
	Iteration 55Q: 3 clusters Score -1.48394e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 64134 members 
Entering Unmasked Estep 
Score: -14838488.000000 Penalty: 3782.254395
	Iteration 56Q: 3 clusters Score -1.483849e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -14837396.000000 Penalty: 3782.254395
	Iteration 57Q: 3 clusters Score -1.48374e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 67881 members 
Entering Unmasked Estep 
Score: -14836159.000000 Penalty: 3782.254395
	Iteration 58Q: 3 clusters Score -1.483616e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 67754 members 
Entering Unmasked Estep 
Score: -14835318.000000 Penalty: 3782.254395
	Iteration 59Q: 3 clusters Score -1.483532e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 66759 members 
Entering Unmasked Estep 
Score: -14835228.000000 Penalty: 3782.254395
	Iteration 60F: 3 clusters Score -1.483523e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -14835570.000000 Penalty: 3782.254395
	Iteration 61Q: 3 clusters Score -1.483557e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 62925 members 
Entering Unmasked Estep 
Score: -14836822.000000 Penalty: 3782.254395
	Iteration 62Q: 3 clusters Score -1.483682e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 59617 members 
Entering Unmasked Estep 
Score: -14838764.000000 Penalty: 3782.254395
	Iteration 63Q: 3 clusters Score -1.483876e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Mstep: Class 2 contains 55328 members 
Entering Unmasked Estep 
Score: -14839829.000000 Penalty: 3782.254395
	Iteration 64Q: 3 clusters Score -1.483983e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62852 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -14839577.000000 Penalty: 3782.254395
	Iteration 65Q: 3 clusters Score -1.483958e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67190 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -14838928.000000 Penalty: 3782.254395
	Iteration 66Q: 3 clusters Score -1.483893e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70024 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -14837227.000000 Penalty: 3782.254395
	Iteration 67Q: 3 clusters Score -1.483723e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71711 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -14836192.000000 Penalty: 3782.254395
	Iteration 68Q: 3 clusters Score -1.483619e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72306 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -14835784.000000 Penalty: 3782.254395
	Iteration 69Q: 3 clusters Score -1.483578e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71930 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -14835810.000000 Penalty: 3782.254395
	Iteration 70Q: 3 clusters Score -1.483581e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70841 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -14836249.000000 Penalty: 3782.254395
	Iteration 71Q: 3 clusters Score -1.483625e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69221 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -14836924.000000 Penalty: 3782.254395
	Iteration 72Q: 3 clusters Score -1.483692e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67160 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -14837816.000000 Penalty: 3782.254395
	Iteration 73Q: 3 clusters Score -1.483782e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64776 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -14838810.000000 Penalty: 3782.254395
	Iteration 74Q: 3 clusters Score -1.483881e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61763 members 
Mstep: Class 2 contains 51527 members 
Entering Unmasked Estep 
Score: -14839633.000000 Penalty: 3782.254395
	Iteration 75Q: 3 clusters Score -1.483963e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -14840412.000000 Penalty: 3782.254395
	Iteration 76Q: 3 clusters Score -1.484041e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54848 members 
Mstep: Class 2 contains 58442 members 
Entering Unmasked Estep 
Score: -14840540.000000 Penalty: 3782.254395
	Iteration 77Q: 3 clusters Score -1.484054e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -14840039.000000 Penalty: 3782.254395
	Iteration 78Q: 3 clusters Score -1.484004e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -14839597.000000 Penalty: 3782.254395
	Iteration 79Q: 3 clusters Score -1.48396e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 63068 members 
Entering Unmasked Estep 
Score: -14839371.000000 Penalty: 3782.254395
	Iteration 80F: 3 clusters Score -1.483937e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 62608 members 
Entering Unmasked Estep 
Score: -14839516.000000 Penalty: 3782.254395
	Iteration 81Q: 3 clusters Score -1.483952e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51859 members 
Mstep: Class 2 contains 61431 members 
Entering Unmasked Estep 
Score: -14839872.000000 Penalty: 3782.254395
	Iteration 82Q: 3 clusters Score -1.483987e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53500 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -14840336.000000 Penalty: 3782.254395
	Iteration 83Q: 3 clusters Score -1.484034e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 57788 members 
Entering Unmasked Estep 
Score: -14840689.000000 Penalty: 3782.254395
	Iteration 84Q: 3 clusters Score -1.484069e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -14840784.000000 Penalty: 3782.254395
	Iteration 85Q: 3 clusters Score -1.484078e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59756 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -14840599.000000 Penalty: 3782.254395
	Iteration 86Q: 3 clusters Score -1.48406e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61614 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -14840418.000000 Penalty: 3782.254395
	Iteration 87Q: 3 clusters Score -1.484042e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -14840119.000000 Penalty: 3782.254395
	Iteration 88Q: 3 clusters Score -1.484012e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63685 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -14840126.000000 Penalty: 3782.254395
	Iteration 89Q: 3 clusters Score -1.484013e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63940 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -14840145.000000 Penalty: 3782.254395
	Iteration 90Q: 3 clusters Score -1.484014e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63804 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -14840118.000000 Penalty: 3782.254395
	Iteration 91Q: 3 clusters Score -1.484012e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63254 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -14840255.000000 Penalty: 3782.254395
	Iteration 92Q: 3 clusters Score -1.484026e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62438 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -14840380.000000 Penalty: 3782.254395
	Iteration 93Q: 3 clusters Score -1.484038e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61458 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -14840574.000000 Penalty: 3782.254395
	Iteration 94Q: 3 clusters Score -1.484057e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 52861 members 
Entering Unmasked Estep 
Score: -14840697.000000 Penalty: 3782.254395
	Iteration 95Q: 3 clusters Score -1.48407e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59473 members 
Mstep: Class 2 contains 53817 members 
Entering Unmasked Estep 
Score: -14840849.000000 Penalty: 3782.254395
	Iteration 96Q: 3 clusters Score -1.484085e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58679 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -14840927.000000 Penalty: 3782.254395
	Iteration 97Q: 3 clusters Score -1.484093e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58100 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -14841029.000000 Penalty: 3782.254395
	Iteration 98Q: 3 clusters Score -1.484103e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -14841133.000000 Penalty: 3782.254395
	Iteration 99Q: 3 clusters Score -1.484113e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -14841143.000000 Penalty: 3782.254395
	Iteration 100F: 3 clusters Score -1.484114e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
Score: -14841130.000000 Penalty: 3782.254395
	Iteration 101Q: 3 clusters Score -1.484113e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -14841142.000000 Penalty: 3782.254395
	Iteration 102Q: 3 clusters Score -1.484114e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 55331 members 
Entering Unmasked Estep 
Score: -14841054.000000 Penalty: 3782.254395
	Iteration 103Q: 3 clusters Score -1.484105e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58284 members 
Mstep: Class 2 contains 55006 members 
Entering Unmasked Estep 
Score: -14840998.000000 Penalty: 3782.254395
	Iteration 104Q: 3 clusters Score -1.4841e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58659 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -14840906.000000 Penalty: 3782.254395
	Iteration 105Q: 3 clusters Score -1.484091e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59039 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
Score: -14840907.000000 Penalty: 3782.254395
	Iteration 106Q: 3 clusters Score -1.484091e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 53915 members 
Entering Unmasked Estep 
Score: -14840866.000000 Penalty: 3782.254395
	Iteration 107Q: 3 clusters Score -1.484087e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -14840931.000000 Penalty: 3782.254395
	Iteration 108Q: 3 clusters Score -1.484093e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -14840819.000000 Penalty: 3782.254395
	Iteration 109Q: 3 clusters Score -1.484082e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -14840751.000000 Penalty: 3782.254395
	Iteration 110Q: 3 clusters Score -1.484075e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -14840780.000000 Penalty: 3782.254395
	Iteration 111Q: 3 clusters Score -1.484078e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60228 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
Score: -14840791.000000 Penalty: 3782.254395
	Iteration 112Q: 3 clusters Score -1.484079e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60234 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -14840795.000000 Penalty: 3782.254395
	Iteration 113Q: 3 clusters Score -1.48408e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -14840822.000000 Penalty: 3782.254395
	Iteration 114Q: 3 clusters Score -1.484082e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Mstep: Class 2 contains 53101 members 
Entering Unmasked Estep 
Score: -14840844.000000 Penalty: 3782.254395
	Iteration 115Q: 3 clusters Score -1.484084e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60144 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -14840824.000000 Penalty: 3782.254395
	Iteration 116Q: 3 clusters Score -1.484082e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60096 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -14840825.000000 Penalty: 3782.254395
	Iteration 117Q: 3 clusters Score -1.484082e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60030 members 
Mstep: Class 2 contains 53260 members 
Entering Unmasked Estep 
Score: -14840818.000000 Penalty: 3782.254395
	Iteration 118Q: 3 clusters Score -1.484082e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -14840821.000000 Penalty: 3782.254395
	Iteration 119Q: 3 clusters Score -1.484082e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59875 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -14840802.000000 Penalty: 3782.254395
	Iteration 120F: 3 clusters Score -1.48408e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
Score: -14840818.000000 Penalty: 3782.254395
	Iteration 121Q: 3 clusters Score -1.484082e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59738 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -14840834.000000 Penalty: 3782.254395
	Iteration 122Q: 3 clusters Score -1.484083e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -14840847.000000 Penalty: 3782.254395
	Iteration 123Q: 3 clusters Score -1.484085e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59674 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -14840862.000000 Penalty: 3782.254395
	Iteration 124Q: 3 clusters Score -1.484086e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
Score: -14840874.000000 Penalty: 3782.254395
	Iteration 125Q: 3 clusters Score -1.484087e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59661 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -14840850.000000 Penalty: 3782.254395
	Iteration 126Q: 3 clusters Score -1.484085e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -14840841.000000 Penalty: 3782.254395
	Iteration 127Q: 3 clusters Score -1.484084e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -14840840.000000 Penalty: 3782.254395
	Iteration 128Q: 3 clusters Score -1.484084e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59674 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -14840824.000000 Penalty: 3782.254395
	Iteration 129Q: 3 clusters Score -1.484082e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 53628 members 
Entering Unmasked Estep 
Score: -14840833.000000 Penalty: 3782.254395
	Iteration 130Q: 3 clusters Score -1.484083e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -14840831.000000 Penalty: 3782.254395
	Iteration 131Q: 3 clusters Score -1.484083e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59653 members 
Mstep: Class 2 contains 53637 members 
Entering Unmasked Estep 
Score: -14840864.000000 Penalty: 3782.254395
	Iteration 132Q: 3 clusters Score -1.484086e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59650 members 
Mstep: Class 2 contains 53640 members 
Entering Unmasked Estep 
Score: -14840872.000000 Penalty: 3782.254395
	Iteration 133Q: 3 clusters Score -1.484087e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -14840848.000000 Penalty: 3782.254395
	Iteration 134Q: 3 clusters Score -1.484085e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -14840865.000000 Penalty: 3782.254395
	Iteration 135Q: 3 clusters Score -1.484086e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -14840867.000000 Penalty: 3782.254395
	Iteration 136Q: 3 clusters Score -1.484087e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59638 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -14840856.000000 Penalty: 3782.254395
	Iteration 137Q: 3 clusters Score -1.484086e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
Score: -14840854.000000 Penalty: 3782.254395
	Iteration 138Q: 3 clusters Score -1.484085e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 53673 members 
Entering Unmasked Estep 
Score: -14840841.000000 Penalty: 3782.254395
	Iteration 139Q: 3 clusters Score -1.484084e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59592 members 
Mstep: Class 2 contains 53698 members 
Entering Unmasked Estep 
Score: -14840824.000000 Penalty: 3782.254395
	Iteration 140F: 3 clusters Score -1.484082e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59561 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -14840824.000000 Penalty: 3782.254395
	Iteration 141Q: 3 clusters Score -1.484082e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -14840814.000000 Penalty: 3782.254395
	Iteration 142Q: 3 clusters Score -1.484081e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59543 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -14840832.000000 Penalty: 3782.254395
	Iteration 143Q: 3 clusters Score -1.484083e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -14840819.000000 Penalty: 3782.254395
	Iteration 144Q: 3 clusters Score -1.484082e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59518 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -14840804.000000 Penalty: 3782.254395
	Iteration 145Q: 3 clusters Score -1.48408e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59504 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -14840800.000000 Penalty: 3782.254395
	Iteration 146Q: 3 clusters Score -1.48408e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59488 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
Score: -14840799.000000 Penalty: 3782.254395
	Iteration 147Q: 3 clusters Score -1.48408e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59478 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -14840808.000000 Penalty: 3782.254395
	Iteration 148Q: 3 clusters Score -1.484081e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59478 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -14840790.000000 Penalty: 3782.254395
	Iteration 149Q: 3 clusters Score -1.484079e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -14840787.000000 Penalty: 3782.254395
	Iteration 150Q: 3 clusters Score -1.484079e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 53830 members 
Entering Unmasked Estep 
Score: -14840783.000000 Penalty: 3782.254395
	Iteration 151Q: 3 clusters Score -1.484078e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59462 members 
Mstep: Class 2 contains 53828 members 
Entering Unmasked Estep 
Score: -14840782.000000 Penalty: 3782.254395
	Iteration 152Q: 3 clusters Score -1.484078e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -14840787.000000 Penalty: 3782.254395
	Iteration 153Q: 3 clusters Score -1.484079e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59446 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -14840777.000000 Penalty: 3782.254395
	Iteration 154Q: 3 clusters Score -1.484078e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59439 members 
Mstep: Class 2 contains 53851 members 
Entering Unmasked Estep 
Score: -14840793.000000 Penalty: 3782.254395
	Iteration 155Q: 3 clusters Score -1.484079e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -14840785.000000 Penalty: 3782.254395
	Iteration 156Q: 3 clusters Score -1.484078e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -14840797.000000 Penalty: 3782.254395
	Iteration 157Q: 3 clusters Score -1.48408e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59452 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -14840801.000000 Penalty: 3782.254395
	Iteration 158Q: 3 clusters Score -1.48408e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59451 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -14840787.000000 Penalty: 3782.254395
	Iteration 159Q: 3 clusters Score -1.484079e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -14840776.000000 Penalty: 3782.254395
	Iteration 160F: 3 clusters Score -1.484078e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -14840808.000000 Penalty: 3782.254395
	Iteration 161Q: 3 clusters Score -1.484081e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59436 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -14840818.000000 Penalty: 3782.254395
	Iteration 162Q: 3 clusters Score -1.484082e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59440 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -14840826.000000 Penalty: 3782.254395
	Iteration 163Q: 3 clusters Score -1.484083e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59451 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -14840828.000000 Penalty: 3782.254395
	Iteration 164Q: 3 clusters Score -1.484083e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -14840846.000000 Penalty: 3782.254395
	Iteration 165Q: 3 clusters Score -1.484085e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59452 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -14840837.000000 Penalty: 3782.254395
	Iteration 166Q: 3 clusters Score -1.484084e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -14840834.000000 Penalty: 3782.254395
	Iteration 167Q: 3 clusters Score -1.484083e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -14840846.000000 Penalty: 3782.254395
	Iteration 168Q: 3 clusters Score -1.484085e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -14840851.000000 Penalty: 3782.254395
	Iteration 169Q: 3 clusters Score -1.484085e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59468 members 
Mstep: Class 2 contains 53822 members 
Entering Unmasked Estep 
Score: -14840842.000000 Penalty: 3782.254395
	Iteration 170Q: 3 clusters Score -1.484084e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59476 members 
Mstep: Class 2 contains 53814 members 
Entering Unmasked Estep 
Score: -14840852.000000 Penalty: 3782.254395
	Iteration 171Q: 3 clusters Score -1.484085e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59477 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -14840857.000000 Penalty: 3782.254395
	Iteration 172Q: 3 clusters Score -1.484086e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -14840842.000000 Penalty: 3782.254395
	Iteration 173Q: 3 clusters Score -1.484084e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59451 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -14840853.000000 Penalty: 3782.254395
	Iteration 174Q: 3 clusters Score -1.484085e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -14840846.000000 Penalty: 3782.254395
	Iteration 175Q: 3 clusters Score -1.484085e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -14840855.000000 Penalty: 3782.254395
	Iteration 176Q: 3 clusters Score -1.484086e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -14840841.000000 Penalty: 3782.254395
	Iteration 177Q: 3 clusters Score -1.484084e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59430 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -14840818.000000 Penalty: 3782.254395
	Iteration 178Q: 3 clusters Score -1.484082e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -14840802.000000 Penalty: 3782.254395
	Iteration 179Q: 3 clusters Score -1.48408e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -14840781.000000 Penalty: 3782.254395
	Iteration 180F: 3 clusters Score -1.484078e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59384 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -14840783.000000 Penalty: 3782.254395
	Iteration 181Q: 3 clusters Score -1.484078e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Mstep: Class 2 contains 53921 members 
Entering Unmasked Estep 
Score: -14840789.000000 Penalty: 3782.254395
	Iteration 182Q: 3 clusters Score -1.484079e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -14840780.000000 Penalty: 3782.254395
	Iteration 183Q: 3 clusters Score -1.484078e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -14840786.000000 Penalty: 3782.254395
	Iteration 184Q: 3 clusters Score -1.484079e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59346 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -14840782.000000 Penalty: 3782.254395
	Iteration 185Q: 3 clusters Score -1.484078e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -14840790.000000 Penalty: 3782.254395
	Iteration 186Q: 3 clusters Score -1.484079e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59363 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -14840795.000000 Penalty: 3782.254395
	Iteration 187Q: 3 clusters Score -1.48408e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -14840791.000000 Penalty: 3782.254395
	Iteration 188Q: 3 clusters Score -1.484079e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 53915 members 
Entering Unmasked Estep 
Score: -14840819.000000 Penalty: 3782.254395
	Iteration 189Q: 3 clusters Score -1.484082e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59388 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -14840818.000000 Penalty: 3782.254395
	Iteration 190Q: 3 clusters Score -1.484082e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 53887 members 
Entering Unmasked Estep 
Score: -14840826.000000 Penalty: 3782.254395
	Iteration 191Q: 3 clusters Score -1.484083e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59421 members 
Mstep: Class 2 contains 53869 members 
Entering Unmasked Estep 
Score: -14840819.000000 Penalty: 3782.254395
	Iteration 192Q: 3 clusters Score -1.484082e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -14840825.000000 Penalty: 3782.254395
	Iteration 193Q: 3 clusters Score -1.484082e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -14840812.000000 Penalty: 3782.254395
	Iteration 194Q: 3 clusters Score -1.484081e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -14840819.000000 Penalty: 3782.254395
	Iteration 195Q: 3 clusters Score -1.484082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -14840816.000000 Penalty: 3782.254395
	Iteration 196Q: 3 clusters Score -1.484082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
Score: -14840816.000000 Penalty: 3782.254395
	Iteration 197Q: 3 clusters Score -1.484082e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -14840832.000000 Penalty: 3782.254395
	Iteration 198Q: 3 clusters Score -1.484083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -14840823.000000 Penalty: 3782.254395
	Iteration 199Q: 3 clusters Score -1.484082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 53830 members 
Entering Unmasked Estep 
Score: -14840826.000000 Penalty: 3782.254395
	Iteration 200F: 3 clusters Score -1.484083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59463 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -14840831.000000 Penalty: 3782.254395
	Iteration 201Q: 3 clusters Score -1.484083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 53829 members 
Entering Unmasked Estep 
Score: -14840829.000000 Penalty: 3782.254395
	Iteration 202Q: 3 clusters Score -1.484083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59468 members 
Mstep: Class 2 contains 53822 members 
Entering Unmasked Estep 
Score: -14840826.000000 Penalty: 3782.254395
	Iteration 203Q: 3 clusters Score -1.484083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59469 members 
Mstep: Class 2 contains 53821 members 
Entering Unmasked Estep 
Score: -14840821.000000 Penalty: 3782.254395
	Iteration 204Q: 3 clusters Score -1.484082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59471 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -14840806.000000 Penalty: 3782.254395
	Iteration 205Q: 3 clusters Score -1.484081e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59477 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -14840819.000000 Penalty: 3782.254395
	Iteration 206Q: 3 clusters Score -1.484082e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -14840806.000000 Penalty: 3782.254395
	Iteration 207Q: 3 clusters Score -1.484081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59485 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -14840812.000000 Penalty: 3782.254395
	Iteration 208Q: 3 clusters Score -1.484081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59489 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -14840809.000000 Penalty: 3782.254395
	Iteration 209Q: 3 clusters Score -1.484081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59493 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -14840800.000000 Penalty: 3782.254395
	Iteration 210Q: 3 clusters Score -1.48408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -14840794.000000 Penalty: 3782.254395
	Iteration 211Q: 3 clusters Score -1.484079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -14840800.000000 Penalty: 3782.254395
	Iteration 212Q: 3 clusters Score -1.48408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59504 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -14840794.000000 Penalty: 3782.254395
	Iteration 213Q: 3 clusters Score -1.484079e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59504 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -14840787.000000 Penalty: 3782.254395
	Iteration 214Q: 3 clusters Score -1.484079e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -14840784.000000 Penalty: 3782.254395
	Iteration 215Q: 3 clusters Score -1.484078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59501 members 
Mstep: Class 2 contains 53789 members 
Entering Unmasked Estep 
Score: -14840790.000000 Penalty: 3782.254395
	Iteration 216Q: 3 clusters Score -1.484079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59497 members 
Mstep: Class 2 contains 53793 members 
Entering Unmasked Estep 
Score: -14840798.000000 Penalty: 3782.254395
	Iteration 217Q: 3 clusters Score -1.48408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -14840805.000000 Penalty: 3782.254395
	Iteration 218Q: 3 clusters Score -1.48408e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -14840797.000000 Penalty: 3782.254395
	Iteration 219Q: 3 clusters Score -1.48408e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -14840810.000000 Penalty: 3782.254395
	Iteration 220F: 3 clusters Score -1.484081e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -14840806.000000 Penalty: 3782.254395
	Iteration 221Q: 3 clusters Score -1.484081e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -14840802.000000 Penalty: 3782.254395
	Iteration 222Q: 3 clusters Score -1.48408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -14840796.000000 Penalty: 3782.254395
	Iteration 223Q: 3 clusters Score -1.48408e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -14840790.000000 Penalty: 3782.254395
	Iteration 224Q: 3 clusters Score -1.484079e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59479 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -14840785.000000 Penalty: 3782.254395
	Iteration 225Q: 3 clusters Score -1.484078e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59476 members 
Mstep: Class 2 contains 53814 members 
Entering Unmasked Estep 
Score: -14840803.000000 Penalty: 3782.254395
	Iteration 226Q: 3 clusters Score -1.48408e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59477 members 
Mstep: Class 2 contains 53813 members 
Entering Unmasked Estep 
Score: -14840785.000000 Penalty: 3782.254395
	Iteration 227Q: 3 clusters Score -1.484078e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59484 members 
Mstep: Class 2 contains 53806 members 
Entering Unmasked Estep 
Score: -14840775.000000 Penalty: 3782.254395
	Iteration 228Q: 3 clusters Score -1.484078e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -14840781.000000 Penalty: 3782.254395
	Iteration 229Q: 3 clusters Score -1.484078e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59495 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -14840783.000000 Penalty: 3782.254395
	Iteration 230Q: 3 clusters Score -1.484078e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59490 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -14840775.000000 Penalty: 3782.254395
	Iteration 231Q: 3 clusters Score -1.484078e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59480 members 
Mstep: Class 2 contains 53810 members 
Entering Unmasked Estep 
Score: -14840782.000000 Penalty: 3782.254395
	Iteration 232Q: 3 clusters Score -1.484078e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -14840788.000000 Penalty: 3782.254395
	Iteration 233Q: 3 clusters Score -1.484079e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59473 members 
Mstep: Class 2 contains 53817 members 
Entering Unmasked Estep 
Score: -14840782.000000 Penalty: 3782.254395
	Iteration 234Q: 3 clusters Score -1.484078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -14840793.000000 Penalty: 3782.254395
	Iteration 235Q: 3 clusters Score -1.484079e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -14840771.000000 Penalty: 3782.254395
	Iteration 236Q: 3 clusters Score -1.484077e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -14840754.000000 Penalty: 3782.254395
	Iteration 237Q: 3 clusters Score -1.484075e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -14840752.000000 Penalty: 3782.254395
	Iteration 238Q: 3 clusters Score -1.484075e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 53849 members 
Entering Unmasked Estep 
Score: -14840762.000000 Penalty: 3782.254395
	Iteration 239Q: 3 clusters Score -1.484076e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -14840759.000000 Penalty: 3782.254395
	Iteration 240F: 3 clusters Score -1.484076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59439 members 
Mstep: Class 2 contains 53851 members 
Entering Unmasked Estep 
Score: -14840779.000000 Penalty: 3782.254395
	Iteration 241Q: 3 clusters Score -1.484078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -14840781.000000 Penalty: 3782.254395
	Iteration 242Q: 3 clusters Score -1.484078e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59425 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -14840785.000000 Penalty: 3782.254395
	Iteration 243Q: 3 clusters Score -1.484078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -14840780.000000 Penalty: 3782.254395
	Iteration 244Q: 3 clusters Score -1.484078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59420 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -14840784.000000 Penalty: 3782.254395
	Iteration 245Q: 3 clusters Score -1.484078e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59412 members 
Mstep: Class 2 contains 53878 members 
Entering Unmasked Estep 
Score: -14840797.000000 Penalty: 3782.254395
	Iteration 246Q: 3 clusters Score -1.48408e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59406 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -14840789.000000 Penalty: 3782.254395
	Iteration 247Q: 3 clusters Score -1.484079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59395 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -14840775.000000 Penalty: 3782.254395
	Iteration 248Q: 3 clusters Score -1.484078e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59389 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -14840771.000000 Penalty: 3782.254395
	Iteration 249Q: 3 clusters Score -1.484077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 53911 members 
Entering Unmasked Estep 
Score: -14840760.000000 Penalty: 3782.254395
	Iteration 250Q: 3 clusters Score -1.484076e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59375 members 
Mstep: Class 2 contains 53915 members 
Entering Unmasked Estep 
Score: -14840770.000000 Penalty: 3782.254395
	Iteration 251Q: 3 clusters Score -1.484077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -14840769.000000 Penalty: 3782.254395
	Iteration 252Q: 3 clusters Score -1.484077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -14840773.000000 Penalty: 3782.254395
	Iteration 253Q: 3 clusters Score -1.484077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -14840770.000000 Penalty: 3782.254395
	Iteration 254Q: 3 clusters Score -1.484077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -14840760.000000 Penalty: 3782.254395
	Iteration 255Q: 3 clusters Score -1.484076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59372 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -14840752.000000 Penalty: 3782.254395
	Iteration 256Q: 3 clusters Score -1.484075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Mstep: Class 2 contains 53921 members 
Entering Unmasked Estep 
Score: -14840756.000000 Penalty: 3782.254395
	Iteration 257Q: 3 clusters Score -1.484076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -14840753.000000 Penalty: 3782.254395
	Iteration 258Q: 3 clusters Score -1.484075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -14840760.000000 Penalty: 3782.254395
	Iteration 259Q: 3 clusters Score -1.484076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -14840764.000000 Penalty: 3782.254395
	Iteration 260F: 3 clusters Score -1.484076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59357 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -14840757.000000 Penalty: 3782.254395
	Iteration 261Q: 3 clusters Score -1.484076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -14840758.000000 Penalty: 3782.254395
	Iteration 262Q: 3 clusters Score -1.484076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -14840758.000000 Penalty: 3782.254395
	Iteration 263F: 3 clusters Score -1.484076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Entering Unmasked Estep 
Score: -2941984.000000 Penalty: 1627.718018
	Iteration 0F: 2 clusters Score -2941984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2926796.250000 Penalty: 3255.436035
	Iteration 0F: 3 clusters Score -2926796 nChanged 10182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2932305.250000 Penalty: 3255.436035
	Iteration 1F: 3 clusters Score -2932305 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2932618.500000 Penalty: 3255.436035
	Iteration 2Q: 3 clusters Score -2932618 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2932868.750000 Penalty: 3255.436035
	Iteration 3Q: 3 clusters Score -2932869 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2933159.500000 Penalty: 3255.436035
	Iteration 4Q: 3 clusters Score -2933160 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2933532.750000 Penalty: 3255.436035
	Iteration 5Q: 3 clusters Score -2933533 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2934094.500000 Penalty: 3255.436035
	Iteration 6Q: 3 clusters Score -2934094 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2935001.000000 Penalty: 3255.436035
	Iteration 7F: 3 clusters Score -2935001 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2936182.250000 Penalty: 3255.436035
	Iteration 8F: 3 clusters Score -2936182 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2937612.250000 Penalty: 3255.436035
	Iteration 9F: 3 clusters Score -2937612 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2938858.250000 Penalty: 3255.436035
	Iteration 10F: 3 clusters Score -2938858 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2939676.500000 Penalty: 3255.436035
	Iteration 11Q: 3 clusters Score -2939676 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2940102.750000 Penalty: 3255.436035
	Iteration 12Q: 3 clusters Score -2940103 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2940316.000000 Penalty: 3255.436035
	Iteration 13Q: 3 clusters Score -2940316 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2940433.500000 Penalty: 3255.436035
	Iteration 14Q: 3 clusters Score -2940434 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2940490.750000 Penalty: 3255.436035
	Iteration 15Q: 3 clusters Score -2940491 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2940538.000000 Penalty: 3255.436035
	Iteration 16Q: 3 clusters Score -2940538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2940564.750000 Penalty: 3255.436035
	Iteration 17Q: 3 clusters Score -2940565 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2940588.750000 Penalty: 3255.436035
	Iteration 18Q: 3 clusters Score -2940589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2940605.250000 Penalty: 3255.436035
	Iteration 19Q: 3 clusters Score -2940605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2940625.000000 Penalty: 3255.436035
	Iteration 20F: 3 clusters Score -2940625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2940631.000000 Penalty: 3255.436035
	Iteration 21Q: 3 clusters Score -2940631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2940628.250000 Penalty: 3255.436035
	Iteration 22Q: 3 clusters Score -2940628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2940637.250000 Penalty: 3255.436035
	Iteration 23Q: 3 clusters Score -2940637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2940637.000000 Penalty: 3255.436035
	Iteration 24Q: 3 clusters Score -2940637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2940639.250000 Penalty: 3255.436035
	Iteration 25Q: 3 clusters Score -2940639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2940639.250000 Penalty: 3255.436035
	Iteration 26Q: 3 clusters Score -2940639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2940645.000000 Penalty: 3255.436035
	Iteration 27Q: 3 clusters Score -2940645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2940652.500000 Penalty: 3255.436035
	Iteration 28Q: 3 clusters Score -2940652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2940665.500000 Penalty: 3255.436035
	Iteration 29Q: 3 clusters Score -2940666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2940677.750000 Penalty: 3255.436035
	Iteration 30Q: 3 clusters Score -2940678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2940687.750000 Penalty: 3255.436035
	Iteration 31Q: 3 clusters Score -2940688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2940693.250000 Penalty: 3255.436035
	Iteration 32Q: 3 clusters Score -2940693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2940694.000000 Penalty: 3255.436035
	Iteration 33Q: 3 clusters Score -2940694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2940696.250000 Penalty: 3255.436035
	Iteration 34Q: 3 clusters Score -2940696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2940696.250000 Penalty: 3255.436035
	Iteration 35Q: 3 clusters Score -2940696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2940700.250000 Penalty: 3255.436035
	Iteration 36Q: 3 clusters Score -2940700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2940698.750000 Penalty: 3255.436035
	Iteration 37Q: 3 clusters Score -2940699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2940698.750000 Penalty: 3255.436035
	Iteration 38F: 3 clusters Score -2940699 nChanged 0
--- Evaluating fit on full set of 1266552 points ---
Entering Unmasked Estep 
Score: -162102032.000000 Penalty: 36534.703125
21->17 Clusters: Score -162102032.000000, best is -162008080.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 422184 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 20165 members 
Mstep: Class 3 contains 19907 members 
Mstep: Class 4 contains 20095 members 
Mstep: Class 5 contains 20047 members 
Mstep: Class 6 contains 20095 members 
Mstep: Class 7 contains 20083 members 
Mstep: Class 8 contains 20228 members 
Mstep: Class 9 contains 19991 members 
Mstep: Class 10 contains 20184 members 
Mstep: Class 11 contains 20179 members 
Mstep: Class 12 contains 20186 members 
Mstep: Class 13 contains 20135 members 
Mstep: Class 14 contains 20085 members 
Mstep: Class 15 contains 20427 members 
Mstep: Class 16 contains 19820 members 
Mstep: Class 17 contains 20024 members 
Mstep: Class 18 contains 19855 members 
Mstep: Class 19 contains 19973 members 
Mstep: Class 20 contains 20383 members 
Mstep: Class 21 contains 20295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 363.561127 but Gain 2104.890625
Score: -51744724.000000 Penalty: 42097.890625
Iteration 0F: 21 clusters Score -5.174472e+07 nChanged 402151
Entering Unmasked Mstep 
Mstep: Class 0 contains 1032 members 
Mstep: Class 2 contains 1785 members 
Mstep: Class 3 contains 520 members 
Mstep: Class 4 contains 5864 members 
Mstep: Class 5 contains 342 members 
Mstep: Class 6 contains 4294 members 
Mstep: Class 7 contains 105713 members 
Mstep: Class 8 contains 1505 members 
Mstep: Class 9 contains 873 members 
Mstep: Class 10 contains 5139 members 
Mstep: Class 11 contains 6255 members 
Mstep: Class 12 contains 14206 members 
Mstep: Class 13 contains 1468 members 
Mstep: Class 14 contains 804 members 
Mstep: Class 15 contains 752 members 
Mstep: Class 16 contains 36984 members 
Mstep: Class 17 contains 53508 members 
Mstep: Class 18 contains 178032 members 
Mstep: Class 19 contains 2344 members 
Mstep: Class 20 contains 420 members 
Mstep: Class 21 contains 344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 267.163696 but Gain 2104.894531
Score: -53454396.000000 Penalty: 39992.996094
Iteration 1F: 20 clusters Score -5.34544e+07 nChanged 118925
Entering Unmasked Mstep 
Mstep: Class 0 contains 617 members 
Mstep: Class 2 contains 4132 members 
Mstep: Class 3 contains 687 members 
Mstep: Class 4 contains 1873 members 
Mstep: Class 5 contains 692 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 147056 members 
Mstep: Class 8 contains 704 members 
Mstep: Class 9 contains 1095 members 
Mstep: Class 10 contains 1337 members 
Mstep: Class 11 contains 2919 members 
Mstep: Class 12 contains 11626 members 
Mstep: Class 13 contains 1163 members 
Mstep: Class 15 contains 273 members 
Mstep: Class 16 contains 33780 members 
Mstep: Class 17 contains 59188 members 
Mstep: Class 18 contains 151418 members 
Mstep: Class 19 contains 666 members 
Mstep: Class 20 contains 153 members 
Mstep: Class 21 contains 928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 346.927216 but Gain 2104.894531
Score: -53592472.000000 Penalty: 37888.101562
Iteration 2F: 19 clusters Score -5.359247e+07 nChanged 94557
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 2 contains 5890 members 
Mstep: Class 3 contains 677 members 
Mstep: Class 4 contains 884 members 
Mstep: Class 5 contains 754 members 
Mstep: Class 6 contains 1164 members 
Mstep: Class 7 contains 163361 members 
Mstep: Class 8 contains 401 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 934 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 9670 members 
Mstep: Class 13 contains 704 members 
Mstep: Class 15 contains 226 members 
Mstep: Class 16 contains 35056 members 
Mstep: Class 17 contains 72344 members 
Mstep: Class 18 contains 125519 members 
Mstep: Class 20 contains 298 members 
Mstep: Class 21 contains 1040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 284.309784 but Gain 2104.894531
Score: -53668400.000000 Penalty: 35783.207031
Iteration 3F: 18 clusters Score -5.36684e+07 nChanged 76616
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 2 contains 5940 members 
Mstep: Class 3 contains 579 members 
Mstep: Class 4 contains 650 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 993 members 
Mstep: Class 7 contains 138841 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 8925 members 
Mstep: Class 13 contains 502 members 
Mstep: Class 15 contains 246 members 
Mstep: Class 16 contains 35640 members 
Mstep: Class 17 contains 87881 members 
Mstep: Class 18 contains 136217 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 1089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 517.333496 but Gain 2104.894531
Score: -53733360.000000 Penalty: 33678.312500
Iteration 4F: 17 clusters Score -5.373336e+07 nChanged 56764
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 2 contains 5469 members 
Mstep: Class 3 contains 507 members 
Mstep: Class 4 contains 586 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 1044 members 
Mstep: Class 7 contains 133987 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 687 members 
Mstep: Class 11 contains 1425 members 
Mstep: Class 12 contains 8475 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 16 contains 37603 members 
Mstep: Class 17 contains 97307 members 
Mstep: Class 18 contains 131122 members 
Mstep: Class 20 contains 610 members 
Mstep: Class 21 contains 1096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 814.732483 but Gain 2104.896484
Score: -53778848.000000 Penalty: 31573.416016
Iteration 5F: 16 clusters Score -5.377885e+07 nChanged 44812
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 2 contains 5495 members 
Mstep: Class 4 contains 640 members 
Mstep: Class 5 contains 619 members 
Mstep: Class 6 contains 1153 members 
Mstep: Class 7 contains 128377 members 
Mstep: Class 9 contains 909 members 
Mstep: Class 10 contains 661 members 
Mstep: Class 11 contains 1659 members 
Mstep: Class 12 contains 8352 members 
Mstep: Class 13 contains 519 members 
Mstep: Class 16 contains 38454 members 
Mstep: Class 17 contains 105645 members 
Mstep: Class 18 contains 127743 members 
Mstep: Class 20 contains 632 members 
Mstep: Class 21 contains 1098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1855.286011 but Gain 2104.894531
Score: -53821148.000000 Penalty: 29468.521484
Iteration 6F: 15 clusters Score -5.382115e+07 nChanged 37525
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 2 contains 6095 members 
Mstep: Class 4 contains 697 members 
Mstep: Class 5 contains 619 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 7 contains 122681 members 
Mstep: Class 10 contains 684 members 
Mstep: Class 11 contains 1889 members 
Mstep: Class 12 contains 8498 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 16 contains 38847 members 
Mstep: Class 17 contains 115441 members 
Mstep: Class 18 contains 122935 members 
Mstep: Class 20 contains 650 members 
Mstep: Class 21 contains 1089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2091.686279 but Gain 2104.894531
Score: -53859640.000000 Penalty: 27363.626953
Iteration 7F: 14 clusters Score -5.385964e+07 nChanged 33286
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 2 contains 6332 members 
Mstep: Class 4 contains 731 members 
Mstep: Class 5 contains 610 members 
Mstep: Class 7 contains 117835 members 
Mstep: Class 10 contains 738 members 
Mstep: Class 11 contains 2023 members 
Mstep: Class 12 contains 9107 members 
Mstep: Class 13 contains 501 members 
Mstep: Class 16 contains 38692 members 
Mstep: Class 17 contains 127882 members 
Mstep: Class 18 contains 115777 members 
Mstep: Class 20 contains 680 members 
Mstep: Class 21 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53876928.000000 Penalty: 27363.626953
Iteration 8F: 14 clusters Score -5.387693e+07 nChanged 37351
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 2 contains 6571 members 
Mstep: Class 4 contains 721 members 
Mstep: Class 5 contains 590 members 
Mstep: Class 7 contains 110990 members 
Mstep: Class 10 contains 796 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 9565 members 
Mstep: Class 13 contains 477 members 
Mstep: Class 16 contains 39097 members 
Mstep: Class 17 contains 145905 members 
Mstep: Class 18 contains 103436 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53862852.000000 Penalty: 27363.626953
Iteration 9F: 14 clusters Score -5.386285e+07 nChanged 44582
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 2 contains 6806 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 7 contains 113530 members 
Mstep: Class 10 contains 863 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 10497 members 
Mstep: Class 13 contains 480 members 
Mstep: Class 16 contains 39776 members 
Mstep: Class 17 contains 143662 members 
Mstep: Class 18 contains 101087 members 
Mstep: Class 20 contains 697 members 
Mstep: Class 21 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53874560.000000 Penalty: 27363.626953
Iteration 10F: 14 clusters Score -5.387456e+07 nChanged 30511
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 2 contains 7028 members 
Mstep: Class 4 contains 653 members 
Mstep: Class 5 contains 539 members 
Mstep: Class 7 contains 118259 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 2442 members 
Mstep: Class 12 contains 11486 members 
Mstep: Class 13 contains 477 members 
Mstep: Class 16 contains 39653 members 
Mstep: Class 17 contains 133483 members 
Mstep: Class 18 contains 105258 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53896252.000000 Penalty: 27363.626953
Iteration 11F: 14 clusters Score -5.389625e+07 nChanged 20788
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 2 contains 7224 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 533 members 
Mstep: Class 7 contains 122110 members 
Mstep: Class 10 contains 965 members 
Mstep: Class 11 contains 2616 members 
Mstep: Class 12 contains 12242 members 
Mstep: Class 13 contains 481 members 
Mstep: Class 16 contains 38899 members 
Mstep: Class 17 contains 124914 members 
Mstep: Class 18 contains 109616 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53908568.000000 Penalty: 27363.626953
Iteration 12Q: 14 clusters Score -5.390857e+07 nChanged 16529
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 2 contains 7376 members 
Mstep: Class 4 contains 522 members 
Mstep: Class 5 contains 514 members 
Mstep: Class 7 contains 124896 members 
Mstep: Class 10 contains 1017 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 12833 members 
Mstep: Class 13 contains 481 members 
Mstep: Class 16 contains 38202 members 
Mstep: Class 17 contains 118517 members 
Mstep: Class 18 contains 113040 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 1123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53913420.000000 Penalty: 27363.626953
Iteration 13Q: 14 clusters Score -5.391342e+07 nChanged 14081
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 2 contains 7477 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 504 members 
Mstep: Class 7 contains 126978 members 
Mstep: Class 10 contains 1076 members 
Mstep: Class 11 contains 3010 members 
Mstep: Class 12 contains 13358 members 
Mstep: Class 13 contains 484 members 
Mstep: Class 16 contains 37943 members 
Mstep: Class 17 contains 113342 members 
Mstep: Class 18 contains 115594 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53915456.000000 Penalty: 27363.626953
Iteration 14Q: 14 clusters Score -5.391546e+07 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 2 contains 7567 members 
Mstep: Class 4 contains 361 members 
Mstep: Class 5 contains 493 members 
Mstep: Class 7 contains 128429 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 3241 members 
Mstep: Class 12 contains 13861 members 
Mstep: Class 13 contains 490 members 
Mstep: Class 16 contains 38123 members 
Mstep: Class 17 contains 110000 members 
Mstep: Class 18 contains 116521 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53918092.000000 Penalty: 27363.626953
Iteration 15Q: 14 clusters Score -5.391809e+07 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 2 contains 7648 members 
Mstep: Class 4 contains 329 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 7 contains 129270 members 
Mstep: Class 10 contains 1128 members 
Mstep: Class 11 contains 3503 members 
Mstep: Class 12 contains 14253 members 
Mstep: Class 13 contains 500 members 
Mstep: Class 16 contains 38620 members 
Mstep: Class 17 contains 107795 members 
Mstep: Class 18 contains 116662 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53920060.000000 Penalty: 27363.626953
Iteration 16Q: 14 clusters Score -5.392006e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 2 contains 7732 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 7 contains 129714 members 
Mstep: Class 10 contains 1132 members 
Mstep: Class 11 contains 3869 members 
Mstep: Class 12 contains 14562 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 16 contains 39333 members 
Mstep: Class 17 contains 106341 members 
Mstep: Class 18 contains 116196 members 
Mstep: Class 20 contains 712 members 
Mstep: Class 21 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53921280.000000 Penalty: 27363.626953
Iteration 17Q: 14 clusters Score -5.392128e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 2 contains 7825 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 7 contains 129750 members 
Mstep: Class 10 contains 1134 members 
Mstep: Class 11 contains 4340 members 
Mstep: Class 12 contains 14728 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 16 contains 40197 members 
Mstep: Class 17 contains 105455 members 
Mstep: Class 18 contains 115448 members 
Mstep: Class 20 contains 713 members 
Mstep: Class 21 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53923196.000000 Penalty: 27363.626953
Iteration 18Q: 14 clusters Score -5.39232e+07 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 2 contains 7919 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 7 contains 129556 members 
Mstep: Class 10 contains 1138 members 
Mstep: Class 11 contains 4917 members 
Mstep: Class 12 contains 14790 members 
Mstep: Class 13 contains 525 members 
Mstep: Class 16 contains 41158 members 
Mstep: Class 17 contains 104858 members 
Mstep: Class 18 contains 114532 members 
Mstep: Class 20 contains 710 members 
Mstep: Class 21 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53925508.000000 Penalty: 27363.626953
Iteration 19Q: 14 clusters Score -5.392551e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 2 contains 8029 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 7 contains 129258 members 
Mstep: Class 10 contains 1141 members 
Mstep: Class 11 contains 5522 members 
Mstep: Class 12 contains 14736 members 
Mstep: Class 13 contains 540 members 
Mstep: Class 16 contains 42222 members 
Mstep: Class 17 contains 104304 members 
Mstep: Class 18 contains 113643 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53927976.000000 Penalty: 27363.626953
Iteration 20F: 14 clusters Score -5.392798e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 159 members 
Mstep: Class 2 contains 8161 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 489 members 
Mstep: Class 7 contains 128815 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 6281 members 
Mstep: Class 12 contains 14569 members 
Mstep: Class 13 contains 552 members 
Mstep: Class 16 contains 43367 members 
Mstep: Class 17 contains 103699 members 
Mstep: Class 18 contains 112809 members 
Mstep: Class 20 contains 710 members 
Mstep: Class 21 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53931020.000000 Penalty: 27363.626953
Iteration 21Q: 14 clusters Score -5.393102e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 2 contains 8297 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 7 contains 128389 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 7086 members 
Mstep: Class 12 contains 14348 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 16 contains 44563 members 
Mstep: Class 17 contains 102967 members 
Mstep: Class 18 contains 112035 members 
Mstep: Class 20 contains 710 members 
Mstep: Class 21 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53933704.000000 Penalty: 27363.626953
Iteration 22Q: 14 clusters Score -5.39337e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 149 members 
Mstep: Class 2 contains 8459 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 477 members 
Mstep: Class 7 contains 127914 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 8021 members 
Mstep: Class 12 contains 14081 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 16 contains 45781 members 
Mstep: Class 17 contains 102143 members 
Mstep: Class 18 contains 111273 members 
Mstep: Class 20 contains 711 members 
Mstep: Class 21 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936228.000000 Penalty: 27363.626953
Iteration 23Q: 14 clusters Score -5.393623e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 469 members 
Mstep: Class 7 contains 127382 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 8997 members 
Mstep: Class 12 contains 13787 members 
Mstep: Class 13 contains 593 members 
Mstep: Class 16 contains 47100 members 
Mstep: Class 17 contains 101311 members 
Mstep: Class 18 contains 110466 members 
Mstep: Class 20 contains 711 members 
Mstep: Class 21 contains 1131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939032.000000 Penalty: 27363.626953
Iteration 24Q: 14 clusters Score -5.393903e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 2 contains 8783 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 7 contains 126783 members 
Mstep: Class 10 contains 1157 members 
Mstep: Class 11 contains 10075 members 
Mstep: Class 12 contains 13393 members 
Mstep: Class 13 contains 607 members 
Mstep: Class 16 contains 48490 members 
Mstep: Class 17 contains 100394 members 
Mstep: Class 18 contains 109721 members 
Mstep: Class 20 contains 711 members 
Mstep: Class 21 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941924.000000 Penalty: 27363.626953
Iteration 25Q: 14 clusters Score -5.394192e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 8974 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 7 contains 126182 members 
Mstep: Class 10 contains 1170 members 
Mstep: Class 11 contains 11187 members 
Mstep: Class 12 contains 12980 members 
Mstep: Class 13 contains 618 members 
Mstep: Class 16 contains 50059 members 
Mstep: Class 17 contains 99374 members 
Mstep: Class 18 contains 108865 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 1134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944196.000000 Penalty: 27363.626953
Iteration 26Q: 14 clusters Score -5.39442e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 9171 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 7 contains 125664 members 
Mstep: Class 10 contains 1175 members 
Mstep: Class 11 contains 12365 members 
Mstep: Class 12 contains 12560 members 
Mstep: Class 13 contains 624 members 
Mstep: Class 16 contains 51878 members 
Mstep: Class 17 contains 98182 members 
Mstep: Class 18 contains 107791 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 1134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53946484.000000 Penalty: 27363.626953
Iteration 27Q: 14 clusters Score -5.394648e+07 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 9375 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 7 contains 125098 members 
Mstep: Class 10 contains 1176 members 
Mstep: Class 11 contains 13578 members 
Mstep: Class 12 contains 12078 members 
Mstep: Class 13 contains 638 members 
Mstep: Class 16 contains 53893 members 
Mstep: Class 17 contains 96687 members 
Mstep: Class 18 contains 106888 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 1134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53948376.000000 Penalty: 27363.626953
Iteration 28Q: 14 clusters Score -5.394838e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 9586 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 7 contains 124478 members 
Mstep: Class 10 contains 1174 members 
Mstep: Class 11 contains 14767 members 
Mstep: Class 12 contains 11584 members 
Mstep: Class 13 contains 654 members 
Mstep: Class 16 contains 56168 members 
Mstep: Class 17 contains 94919 members 
Mstep: Class 18 contains 106079 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53950816.000000 Penalty: 27363.626953
Iteration 29Q: 14 clusters Score -5.395082e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 9826 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 7 contains 123917 members 
Mstep: Class 10 contains 1172 members 
Mstep: Class 11 contains 15929 members 
Mstep: Class 12 contains 11089 members 
Mstep: Class 13 contains 669 members 
Mstep: Class 16 contains 58514 members 
Mstep: Class 17 contains 92850 members 
Mstep: Class 18 contains 105447 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53952240.000000 Penalty: 27363.626953
Iteration 30Q: 14 clusters Score -5.395224e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 10077 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 7 contains 123412 members 
Mstep: Class 10 contains 1165 members 
Mstep: Class 11 contains 17034 members 
Mstep: Class 12 contains 10653 members 
Mstep: Class 13 contains 683 members 
Mstep: Class 16 contains 61097 members 
Mstep: Class 17 contains 90174 members 
Mstep: Class 18 contains 105118 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 1135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53953712.000000 Penalty: 27363.626953
Iteration 31Q: 14 clusters Score -5.395371e+07 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 10342 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 7 contains 122876 members 
Mstep: Class 10 contains 1169 members 
Mstep: Class 11 contains 18115 members 
Mstep: Class 12 contains 10239 members 
Mstep: Class 13 contains 700 members 
Mstep: Class 16 contains 63880 members 
Mstep: Class 17 contains 87487 members 
Mstep: Class 18 contains 104606 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 1134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53955948.000000 Penalty: 27363.626953
Iteration 32Q: 14 clusters Score -5.395595e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 10648 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 7 contains 122247 members 
Mstep: Class 10 contains 1171 members 
Mstep: Class 11 contains 18963 members 
Mstep: Class 12 contains 9892 members 
Mstep: Class 13 contains 719 members 
Mstep: Class 16 contains 66765 members 
Mstep: Class 17 contains 85065 members 
Mstep: Class 18 contains 103945 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 1133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53958356.000000 Penalty: 27363.626953
Iteration 33Q: 14 clusters Score -5.395836e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 10968 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 7 contains 121530 members 
Mstep: Class 10 contains 1173 members 
Mstep: Class 11 contains 19722 members 
Mstep: Class 12 contains 9572 members 
Mstep: Class 13 contains 749 members 
Mstep: Class 16 contains 69714 members 
Mstep: Class 17 contains 82905 members 
Mstep: Class 18 contains 103082 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 1133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53960076.000000 Penalty: 27363.626953
Iteration 34Q: 14 clusters Score -5.396008e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 11280 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 7 contains 120655 members 
Mstep: Class 10 contains 1172 members 
Mstep: Class 11 contains 20346 members 
Mstep: Class 12 contains 9344 members 
Mstep: Class 13 contains 779 members 
Mstep: Class 16 contains 72684 members 
Mstep: Class 17 contains 80876 members 
Mstep: Class 18 contains 102278 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 1132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53961836.000000 Penalty: 27363.626953
Iteration 35Q: 14 clusters Score -5.396184e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 11593 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 7 contains 119633 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 20979 members 
Mstep: Class 12 contains 9138 members 
Mstep: Class 13 contains 823 members 
Mstep: Class 16 contains 75566 members 
Mstep: Class 17 contains 79201 members 
Mstep: Class 18 contains 101304 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 1133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53963324.000000 Penalty: 27363.626953
Iteration 36Q: 14 clusters Score -5.396332e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 11885 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 7 contains 118525 members 
Mstep: Class 10 contains 1174 members 
Mstep: Class 11 contains 21581 members 
Mstep: Class 12 contains 8953 members 
Mstep: Class 13 contains 869 members 
Mstep: Class 16 contains 78185 members 
Mstep: Class 17 contains 77894 members 
Mstep: Class 18 contains 100348 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 1133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53964336.000000 Penalty: 27363.626953
Iteration 37Q: 14 clusters Score -5.396434e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 12165 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 7 contains 117311 members 
Mstep: Class 10 contains 1172 members 
Mstep: Class 11 contains 22171 members 
Mstep: Class 12 contains 8805 members 
Mstep: Class 13 contains 926 members 
Mstep: Class 16 contains 80686 members 
Mstep: Class 17 contains 76862 members 
Mstep: Class 18 contains 99316 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 1133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53964888.000000 Penalty: 27363.626953
Iteration 38Q: 14 clusters Score -5.396489e+07 nChanged 6390
Entering ConstructFrom: 
Score: -53964888.000000 Penalty: 27363.626953
Entering ConstructFrom: 
Trying to split cluster 2 (12469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Entering Unmasked Estep 
Score: -1569328.000000 Penalty: 1532.537598
	Iteration 0F: 2 clusters Score -1569328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1560618.375000 Penalty: 3065.075195
	Iteration 0F: 3 clusters Score -1560618 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1563369.875000 Penalty: 3065.075195
	Iteration 1F: 3 clusters Score -1563370 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1563604.750000 Penalty: 3065.075195
	Iteration 2F: 3 clusters Score -1563605 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1563787.500000 Penalty: 3065.075195
	Iteration 3Q: 3 clusters Score -1563788 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1563930.000000 Penalty: 3065.075195
	Iteration 4Q: 3 clusters Score -1563930 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1564037.875000 Penalty: 3065.075195
	Iteration 5Q: 3 clusters Score -1564038 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1564138.625000 Penalty: 3065.075195
	Iteration 6Q: 3 clusters Score -1564139 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1564254.125000 Penalty: 3065.075195
	Iteration 7Q: 3 clusters Score -1564254 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1564422.500000 Penalty: 3065.075195
	Iteration 8Q: 3 clusters Score -1564422 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1564663.250000 Penalty: 3065.075195
	Iteration 9Q: 3 clusters Score -1564663 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1564960.125000 Penalty: 3065.075195
	Iteration 10Q: 3 clusters Score -1564960 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1565411.500000 Penalty: 3065.075195
	Iteration 11Q: 3 clusters Score -1565412 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1566101.000000 Penalty: 3065.075195
	Iteration 12F: 3 clusters Score -1566101 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1566930.500000 Penalty: 3065.075195
	Iteration 13F: 3 clusters Score -1566930 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1567601.000000 Penalty: 3065.075195
	Iteration 14Q: 3 clusters Score -1567601 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1568026.750000 Penalty: 3065.075195
	Iteration 15Q: 3 clusters Score -1568027 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1568260.250000 Penalty: 3065.075195
	Iteration 16Q: 3 clusters Score -1568260 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1568394.750000 Penalty: 3065.075195
	Iteration 17Q: 3 clusters Score -1568395 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1568484.500000 Penalty: 3065.075195
	Iteration 18Q: 3 clusters Score -1568484 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1568540.750000 Penalty: 3065.075195
	Iteration 19Q: 3 clusters Score -1568541 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1568594.875000 Penalty: 3065.075195
	Iteration 20F: 3 clusters Score -1568595 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1568626.375000 Penalty: 3065.075195
	Iteration 21Q: 3 clusters Score -1568626 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1568652.500000 Penalty: 3065.075195
	Iteration 22Q: 3 clusters Score -1568652 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1568665.250000 Penalty: 3065.075195
	Iteration 23Q: 3 clusters Score -1568665 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1568678.750000 Penalty: 3065.075195
	Iteration 24Q: 3 clusters Score -1568679 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1568685.625000 Penalty: 3065.075195
	Iteration 25Q: 3 clusters Score -1568686 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1568696.000000 Penalty: 3065.075195
	Iteration 26Q: 3 clusters Score -1568696 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1568711.625000 Penalty: 3065.075195
	Iteration 27Q: 3 clusters Score -1568712 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1568718.375000 Penalty: 3065.075195
	Iteration 28Q: 3 clusters Score -1568718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1568729.500000 Penalty: 3065.075195
	Iteration 29Q: 3 clusters Score -1568730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1568737.125000 Penalty: 3065.075195
	Iteration 30Q: 3 clusters Score -1568737 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1568744.000000 Penalty: 3065.075195
	Iteration 31Q: 3 clusters Score -1568744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1568743.250000 Penalty: 3065.075195
	Iteration 32Q: 3 clusters Score -1568743 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1568753.000000 Penalty: 3065.075195
	Iteration 33Q: 3 clusters Score -1568753 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1568756.125000 Penalty: 3065.075195
	Iteration 34Q: 3 clusters Score -1568756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1568759.000000 Penalty: 3065.075195
	Iteration 35Q: 3 clusters Score -1568759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1568760.250000 Penalty: 3065.075195
	Iteration 36Q: 3 clusters Score -1568760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1568761.875000 Penalty: 3065.075195
	Iteration 37Q: 3 clusters Score -1568762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1568767.250000 Penalty: 3065.075195
	Iteration 38Q: 3 clusters Score -1568767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1568767.000000 Penalty: 3065.075195
	Iteration 39Q: 3 clusters Score -1568767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1568765.125000 Penalty: 3065.075195
	Iteration 40F: 3 clusters Score -1568765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1568771.375000 Penalty: 3065.075195
	Iteration 41Q: 3 clusters Score -1568771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1568775.625000 Penalty: 3065.075195
	Iteration 42Q: 3 clusters Score -1568776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1568776.875000 Penalty: 3065.075195
	Iteration 43Q: 3 clusters Score -1568777 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1568777.625000 Penalty: 3065.075195
	Iteration 44Q: 3 clusters Score -1568778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1568776.000000 Penalty: 3065.075195
	Iteration 45Q: 3 clusters Score -1568776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1568776.125000 Penalty: 3065.075195
	Iteration 46Q: 3 clusters Score -1568776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1568781.625000 Penalty: 3065.075195
	Iteration 47Q: 3 clusters Score -1568782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1568781.750000 Penalty: 3065.075195
	Iteration 48Q: 3 clusters Score -1568782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1568783.375000 Penalty: 3065.075195
	Iteration 49Q: 3 clusters Score -1568783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1568779.125000 Penalty: 3065.075195
	Iteration 50Q: 3 clusters Score -1568779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1568782.750000 Penalty: 3065.075195
	Iteration 51Q: 3 clusters Score -1568783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1568784.375000 Penalty: 3065.075195
	Iteration 52Q: 3 clusters Score -1568784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1568786.875000 Penalty: 3065.075195
	Iteration 53Q: 3 clusters Score -1568787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1568786.500000 Penalty: 3065.075195
	Iteration 54Q: 3 clusters Score -1568786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1568789.875000 Penalty: 3065.075195
	Iteration 55Q: 3 clusters Score -1568790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1568789.375000 Penalty: 3065.075195
	Iteration 56Q: 3 clusters Score -1568789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1568790.500000 Penalty: 3065.075195
	Iteration 57Q: 3 clusters Score -1568790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1568792.000000 Penalty: 3065.075195
	Iteration 58Q: 3 clusters Score -1568792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1568787.875000 Penalty: 3065.075195
	Iteration 59Q: 3 clusters Score -1568788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1568787.875000 Penalty: 3065.075195
	Iteration 60F: 3 clusters Score -1568788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -51845.906250 Penalty: 939.871643
	Iteration 0F: 2 clusters Score -51845.91 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 154 members 
Entering Unmasked Estep 
Score: -50886.859375 Penalty: 1879.743286
	Iteration 0F: 3 clusters Score -50886.86 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50993.984375 Penalty: 1879.743286
	Iteration 1F: 3 clusters Score -50993.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -51027.394531 Penalty: 1879.743286
	Iteration 2F: 3 clusters Score -51027.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -51035.363281 Penalty: 1879.743286
	Iteration 3Q: 3 clusters Score -51035.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -51043.957031 Penalty: 1879.743286
	Iteration 4Q: 3 clusters Score -51043.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -51046.480469 Penalty: 1879.743286
	Iteration 5Q: 3 clusters Score -51046.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -51048.457031 Penalty: 1879.743286
	Iteration 6Q: 3 clusters Score -51048.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -51051.957031 Penalty: 1879.743286
	Iteration 7Q: 3 clusters Score -51051.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -51051.957031 Penalty: 1879.743286
	Iteration 8F: 3 clusters Score -51051.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -28348.431641 Penalty: 997.029297
	Iteration 0F: 2 clusters Score -28348.43 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 240 members 
Entering Unmasked Estep 
Score: -27598.982422 Penalty: 1994.058594
	Iteration 0F: 3 clusters Score -27598.98 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -28402.212891 Penalty: 1994.058594
	Iteration 1F: 3 clusters Score -28402.21 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -28778.378906 Penalty: 1994.058594
	Iteration 2F: 3 clusters Score -28778.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -29007.750000 Penalty: 1994.058594
	Iteration 3Q: 3 clusters Score -29007.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -29094.287109 Penalty: 1994.058594
	Iteration 4Q: 3 clusters Score -29094.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -29194.000000 Penalty: 1994.058594
	Iteration 5Q: 3 clusters Score -29194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -29234.667969 Penalty: 1994.058594
	Iteration 6Q: 3 clusters Score -29234.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -29243.531250 Penalty: 1994.058594
	Iteration 7Q: 3 clusters Score -29243.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -29243.531250 Penalty: 1994.058594
	Iteration 8F: 3 clusters Score -29243.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 12469 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 128 members 
Mstep: Class 7 contains 116015 members 
Mstep: Class 10 contains 1172 members 
Mstep: Class 11 contains 22736 members 
Mstep: Class 12 contains 8726 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 16 contains 83051 members 
Mstep: Class 17 contains 76112 members 
Mstep: Class 18 contains 98142 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 1133 members 
Entering Unmasked Estep 
Score: -53964344.000000 Penalty: 29468.521484
Splitting cluster 5 changes total score from -53964888.000000 to -53964344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (116015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116015 members 
Entering Unmasked Estep 
Score: -15134788.000000 Penalty: 1894.989746
	Iteration 0F: 2 clusters Score -1.513479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -15073220.000000 Penalty: 3789.979492
	Iteration 0F: 3 clusters Score -1.507322e+07 nChanged 55823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56768 members 
Mstep: Class 2 contains 59247 members 
Entering Unmasked Estep 
Score: -15105465.000000 Penalty: 3789.979492
	Iteration 1F: 3 clusters Score -1.510546e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Mstep: Class 2 contains 59913 members 
Entering Unmasked Estep 
Score: -15106440.000000 Penalty: 3789.979492
	Iteration 2Q: 3 clusters Score -1.510644e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55823 members 
Mstep: Class 2 contains 60192 members 
Entering Unmasked Estep 
Score: -15107502.000000 Penalty: 3789.979492
	Iteration 3F: 3 clusters Score -1.51075e+07 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56397 members 
Mstep: Class 2 contains 59618 members 
Entering Unmasked Estep 
Score: -15109205.000000 Penalty: 3789.979492
	Iteration 4F: 3 clusters Score -1.51092e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58137 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -15111744.000000 Penalty: 3789.979492
	Iteration 5F: 3 clusters Score -1.511174e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61276 members 
Mstep: Class 2 contains 54739 members 
Entering Unmasked Estep 
Score: -15115259.000000 Penalty: 3789.979492
	Iteration 6F: 3 clusters Score -1.511526e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65930 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -15119135.000000 Penalty: 3789.979492
	Iteration 7F: 3 clusters Score -1.511914e+07 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71877 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -15122056.000000 Penalty: 3789.979492
	Iteration 8F: 3 clusters Score -1.512206e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79203 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -15123750.000000 Penalty: 3789.979492
	Iteration 9F: 3 clusters Score -1.512375e+07 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87750 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -15124476.000000 Penalty: 3789.979492
	Iteration 10F: 3 clusters Score -1.512448e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95711 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -15127003.000000 Penalty: 3789.979492
	Iteration 11F: 3 clusters Score -1.5127e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101170 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -15128866.000000 Penalty: 3789.979492
	Iteration 12F: 3 clusters Score -1.512887e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104464 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -15130218.000000 Penalty: 3789.979492
	Iteration 13Q: 3 clusters Score -1.513022e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106458 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -15130753.000000 Penalty: 3789.979492
	Iteration 14Q: 3 clusters Score -1.513075e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107781 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -15130941.000000 Penalty: 3789.979492
	Iteration 15Q: 3 clusters Score -1.513094e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108698 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -15131177.000000 Penalty: 3789.979492
	Iteration 16Q: 3 clusters Score -1.513118e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109388 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -15131351.000000 Penalty: 3789.979492
	Iteration 17Q: 3 clusters Score -1.513135e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109896 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -15131488.000000 Penalty: 3789.979492
	Iteration 18Q: 3 clusters Score -1.513149e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110321 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -15131561.000000 Penalty: 3789.979492
	Iteration 19Q: 3 clusters Score -1.513156e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110620 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -15131668.000000 Penalty: 3789.979492
	Iteration 20F: 3 clusters Score -1.513167e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110891 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -15131752.000000 Penalty: 3789.979492
	Iteration 21Q: 3 clusters Score -1.513175e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111109 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -15131810.000000 Penalty: 3789.979492
	Iteration 22Q: 3 clusters Score -1.513181e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111289 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -15131853.000000 Penalty: 3789.979492
	Iteration 23Q: 3 clusters Score -1.513185e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111436 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -15131831.000000 Penalty: 3789.979492
	Iteration 24Q: 3 clusters Score -1.513183e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111562 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -15131843.000000 Penalty: 3789.979492
	Iteration 25Q: 3 clusters Score -1.513184e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111659 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -15131866.000000 Penalty: 3789.979492
	Iteration 26Q: 3 clusters Score -1.513187e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111760 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -15131855.000000 Penalty: 3789.979492
	Iteration 27Q: 3 clusters Score -1.513186e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111837 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -15131865.000000 Penalty: 3789.979492
	Iteration 28Q: 3 clusters Score -1.513186e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111906 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -15131833.000000 Penalty: 3789.979492
	Iteration 29Q: 3 clusters Score -1.513183e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111964 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -15131845.000000 Penalty: 3789.979492
	Iteration 30Q: 3 clusters Score -1.513184e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112030 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -15131877.000000 Penalty: 3789.979492
	Iteration 31Q: 3 clusters Score -1.513188e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112090 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -15131881.000000 Penalty: 3789.979492
	Iteration 32Q: 3 clusters Score -1.513188e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112135 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -15131895.000000 Penalty: 3789.979492
	Iteration 33Q: 3 clusters Score -1.51319e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112187 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -15131915.000000 Penalty: 3789.979492
	Iteration 34Q: 3 clusters Score -1.513192e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112229 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -15131932.000000 Penalty: 3789.979492
	Iteration 35Q: 3 clusters Score -1.513193e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112266 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -15131923.000000 Penalty: 3789.979492
	Iteration 36Q: 3 clusters Score -1.513192e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112306 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -15131959.000000 Penalty: 3789.979492
	Iteration 37Q: 3 clusters Score -1.513196e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112338 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -15131962.000000 Penalty: 3789.979492
	Iteration 38Q: 3 clusters Score -1.513196e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112364 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -15131951.000000 Penalty: 3789.979492
	Iteration 39Q: 3 clusters Score -1.513195e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112395 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -15131920.000000 Penalty: 3789.979492
	Iteration 40F: 3 clusters Score -1.513192e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112423 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -15131908.000000 Penalty: 3789.979492
	Iteration 41Q: 3 clusters Score -1.513191e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112456 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -15131922.000000 Penalty: 3789.979492
	Iteration 42Q: 3 clusters Score -1.513192e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112480 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -15131925.000000 Penalty: 3789.979492
	Iteration 43Q: 3 clusters Score -1.513192e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112510 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -15131933.000000 Penalty: 3789.979492
	Iteration 44Q: 3 clusters Score -1.513193e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112527 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -15131934.000000 Penalty: 3789.979492
	Iteration 45Q: 3 clusters Score -1.513193e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112558 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -15131911.000000 Penalty: 3789.979492
	Iteration 46Q: 3 clusters Score -1.513191e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112589 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -15131908.000000 Penalty: 3789.979492
	Iteration 47Q: 3 clusters Score -1.513191e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112620 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -15131918.000000 Penalty: 3789.979492
	Iteration 48Q: 3 clusters Score -1.513192e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112669 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -15131896.000000 Penalty: 3789.979492
	Iteration 49Q: 3 clusters Score -1.51319e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112719 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -15131902.000000 Penalty: 3789.979492
	Iteration 50Q: 3 clusters Score -1.51319e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112765 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -15131898.000000 Penalty: 3789.979492
	Iteration 51Q: 3 clusters Score -1.51319e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112805 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -15131877.000000 Penalty: 3789.979492
	Iteration 52Q: 3 clusters Score -1.513188e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112841 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -15131874.000000 Penalty: 3789.979492
	Iteration 53Q: 3 clusters Score -1.513187e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112875 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -15131899.000000 Penalty: 3789.979492
	Iteration 54Q: 3 clusters Score -1.51319e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112907 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -15131897.000000 Penalty: 3789.979492
	Iteration 55Q: 3 clusters Score -1.51319e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112942 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -15131894.000000 Penalty: 3789.979492
	Iteration 56Q: 3 clusters Score -1.513189e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112971 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -15131876.000000 Penalty: 3789.979492
	Iteration 57Q: 3 clusters Score -1.513188e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112998 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -15131904.000000 Penalty: 3789.979492
	Iteration 58Q: 3 clusters Score -1.51319e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113022 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -15131892.000000 Penalty: 3789.979492
	Iteration 59Q: 3 clusters Score -1.513189e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113047 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -15131889.000000 Penalty: 3789.979492
	Iteration 60F: 3 clusters Score -1.513189e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113077 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -15131903.000000 Penalty: 3789.979492
	Iteration 61Q: 3 clusters Score -1.51319e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113114 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -15131912.000000 Penalty: 3789.979492
	Iteration 62Q: 3 clusters Score -1.513191e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113139 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -15131900.000000 Penalty: 3789.979492
	Iteration 63Q: 3 clusters Score -1.51319e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113167 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -15131896.000000 Penalty: 3789.979492
	Iteration 64Q: 3 clusters Score -1.51319e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113185 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -15131909.000000 Penalty: 3789.979492
	Iteration 65Q: 3 clusters Score -1.513191e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113200 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -15131914.000000 Penalty: 3789.979492
	Iteration 66Q: 3 clusters Score -1.513191e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113215 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -15131919.000000 Penalty: 3789.979492
	Iteration 67Q: 3 clusters Score -1.513192e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113232 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -15131920.000000 Penalty: 3789.979492
	Iteration 68Q: 3 clusters Score -1.513192e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113251 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -15131927.000000 Penalty: 3789.979492
	Iteration 69Q: 3 clusters Score -1.513193e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113276 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -15131917.000000 Penalty: 3789.979492
	Iteration 70Q: 3 clusters Score -1.513192e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113296 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -15131912.000000 Penalty: 3789.979492
	Iteration 71Q: 3 clusters Score -1.513191e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113309 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -15131909.000000 Penalty: 3789.979492
	Iteration 72Q: 3 clusters Score -1.513191e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113323 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -15131912.000000 Penalty: 3789.979492
	Iteration 73Q: 3 clusters Score -1.513191e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113330 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -15131919.000000 Penalty: 3789.979492
	Iteration 74Q: 3 clusters Score -1.513192e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113337 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -15131929.000000 Penalty: 3789.979492
	Iteration 75Q: 3 clusters Score -1.513193e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113352 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -15131919.000000 Penalty: 3789.979492
	Iteration 76Q: 3 clusters Score -1.513192e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113367 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -15131926.000000 Penalty: 3789.979492
	Iteration 77Q: 3 clusters Score -1.513193e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113370 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -15131922.000000 Penalty: 3789.979492
	Iteration 78Q: 3 clusters Score -1.513192e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113380 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -15131943.000000 Penalty: 3789.979492
	Iteration 79Q: 3 clusters Score -1.513194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113390 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -15131944.000000 Penalty: 3789.979492
	Iteration 80F: 3 clusters Score -1.513194e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113402 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -15131939.000000 Penalty: 3789.979492
	Iteration 81Q: 3 clusters Score -1.513194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113410 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -15131936.000000 Penalty: 3789.979492
	Iteration 82Q: 3 clusters Score -1.513194e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113416 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -15131943.000000 Penalty: 3789.979492
	Iteration 83Q: 3 clusters Score -1.513194e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113428 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -15131961.000000 Penalty: 3789.979492
	Iteration 84Q: 3 clusters Score -1.513196e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113440 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -15131965.000000 Penalty: 3789.979492
	Iteration 85Q: 3 clusters Score -1.513196e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113452 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -15131958.000000 Penalty: 3789.979492
	Iteration 86Q: 3 clusters Score -1.513196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113457 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -15131951.000000 Penalty: 3789.979492
	Iteration 87Q: 3 clusters Score -1.513195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113469 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -15131962.000000 Penalty: 3789.979492
	Iteration 88Q: 3 clusters Score -1.513196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113479 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -15131973.000000 Penalty: 3789.979492
	Iteration 89Q: 3 clusters Score -1.513197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113486 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -15131977.000000 Penalty: 3789.979492
	Iteration 90Q: 3 clusters Score -1.513198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113496 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -15131982.000000 Penalty: 3789.979492
	Iteration 91Q: 3 clusters Score -1.513198e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113508 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -15131975.000000 Penalty: 3789.979492
	Iteration 92Q: 3 clusters Score -1.513198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113519 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -15131974.000000 Penalty: 3789.979492
	Iteration 93Q: 3 clusters Score -1.513197e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113527 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -15131973.000000 Penalty: 3789.979492
	Iteration 94Q: 3 clusters Score -1.513197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113534 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -15131964.000000 Penalty: 3789.979492
	Iteration 95Q: 3 clusters Score -1.513196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113538 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -15131972.000000 Penalty: 3789.979492
	Iteration 96Q: 3 clusters Score -1.513197e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113542 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -15131976.000000 Penalty: 3789.979492
	Iteration 97Q: 3 clusters Score -1.513198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113545 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -15131983.000000 Penalty: 3789.979492
	Iteration 98Q: 3 clusters Score -1.513198e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113550 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -15131977.000000 Penalty: 3789.979492
	Iteration 99Q: 3 clusters Score -1.513198e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113556 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -15131970.000000 Penalty: 3789.979492
	Iteration 100F: 3 clusters Score -1.513197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113563 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -15132005.000000 Penalty: 3789.979492
	Iteration 101Q: 3 clusters Score -1.5132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113568 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -15131998.000000 Penalty: 3789.979492
	Iteration 102Q: 3 clusters Score -1.5132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113576 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -15131992.000000 Penalty: 3789.979492
	Iteration 103Q: 3 clusters Score -1.513199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113579 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -15131996.000000 Penalty: 3789.979492
	Iteration 104Q: 3 clusters Score -1.5132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113580 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -15131995.000000 Penalty: 3789.979492
	Iteration 105Q: 3 clusters Score -1.5132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113584 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -15131994.000000 Penalty: 3789.979492
	Iteration 106Q: 3 clusters Score -1.513199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113587 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -15131995.000000 Penalty: 3789.979492
	Iteration 107Q: 3 clusters Score -1.5132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113590 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -15131996.000000 Penalty: 3789.979492
	Iteration 108Q: 3 clusters Score -1.5132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113593 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -15131990.000000 Penalty: 3789.979492
	Iteration 109Q: 3 clusters Score -1.513199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113594 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -15131990.000000 Penalty: 3789.979492
	Iteration 110Q: 3 clusters Score -1.513199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113595 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -15131994.000000 Penalty: 3789.979492
	Iteration 111Q: 3 clusters Score -1.513199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113596 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -15131989.000000 Penalty: 3789.979492
	Iteration 112Q: 3 clusters Score -1.513199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113599 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -15131984.000000 Penalty: 3789.979492
	Iteration 113Q: 3 clusters Score -1.513198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113602 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -15131985.000000 Penalty: 3789.979492
	Iteration 114Q: 3 clusters Score -1.513198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113609 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -15131978.000000 Penalty: 3789.979492
	Iteration 115Q: 3 clusters Score -1.513198e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113616 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -15131979.000000 Penalty: 3789.979492
	Iteration 116Q: 3 clusters Score -1.513198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113620 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -15131983.000000 Penalty: 3789.979492
	Iteration 117Q: 3 clusters Score -1.513198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113620 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -15131979.000000 Penalty: 3789.979492
	Iteration 118Q: 3 clusters Score -1.513198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113619 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -15131983.000000 Penalty: 3789.979492
	Iteration 119Q: 3 clusters Score -1.513198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113623 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -15131988.000000 Penalty: 3789.979492
	Iteration 120F: 3 clusters Score -1.513199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113625 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -15131990.000000 Penalty: 3789.979492
	Iteration 121Q: 3 clusters Score -1.513199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113627 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -15131992.000000 Penalty: 3789.979492
	Iteration 122Q: 3 clusters Score -1.513199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113630 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -15131988.000000 Penalty: 3789.979492
	Iteration 123Q: 3 clusters Score -1.513199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113633 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -15132005.000000 Penalty: 3789.979492
	Iteration 124Q: 3 clusters Score -1.5132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113637 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -15132009.000000 Penalty: 3789.979492
	Iteration 125Q: 3 clusters Score -1.513201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113636 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -15132014.000000 Penalty: 3789.979492
	Iteration 126Q: 3 clusters Score -1.513201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113638 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -15132007.000000 Penalty: 3789.979492
	Iteration 127Q: 3 clusters Score -1.513201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113640 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -15131992.000000 Penalty: 3789.979492
	Iteration 128Q: 3 clusters Score -1.513199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113645 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -15131985.000000 Penalty: 3789.979492
	Iteration 129Q: 3 clusters Score -1.513198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113651 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -15131985.000000 Penalty: 3789.979492
	Iteration 130Q: 3 clusters Score -1.513198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113656 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -15131986.000000 Penalty: 3789.979492
	Iteration 131Q: 3 clusters Score -1.513199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113657 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -15131981.000000 Penalty: 3789.979492
	Iteration 132Q: 3 clusters Score -1.513198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113657 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -15131981.000000 Penalty: 3789.979492
	Iteration 133F: 3 clusters Score -1.513198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -143291.875000 Penalty: 1148.300903
	Iteration 0F: 2 clusters Score -143291.9 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 611 members 
Entering Unmasked Estep 
Score: -141764.156250 Penalty: 2296.601807
	Iteration 0F: 3 clusters Score -141764.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -142088.578125 Penalty: 2296.601807
	Iteration 1F: 3 clusters Score -142088.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -142265.609375 Penalty: 2296.601807
	Iteration 2F: 3 clusters Score -142265.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -142505.437500 Penalty: 2296.601807
	Iteration 3F: 3 clusters Score -142505.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -142916.484375 Penalty: 2296.601807
	Iteration 4F: 3 clusters Score -142916.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -143506.359375 Penalty: 2296.601807
	Iteration 5F: 3 clusters Score -143506.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -143746.109375 Penalty: 2296.601807
	Iteration 6F: 3 clusters Score -143746.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -143810.671875 Penalty: 2296.601807
	Iteration 7Q: 3 clusters Score -143810.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -143843.437500 Penalty: 2296.601807
	Iteration 8Q: 3 clusters Score -143843.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -143856.859375 Penalty: 2296.601807
	Iteration 9Q: 3 clusters Score -143856.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -143860.687500 Penalty: 2296.601807
	Iteration 10Q: 3 clusters Score -143860.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -143861.421875 Penalty: 2296.601807
	Iteration 11Q: 3 clusters Score -143861.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -143861.421875 Penalty: 2296.601807
	Iteration 12F: 3 clusters Score -143861.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 12469 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 7 contains 116015 members 
Mstep: Class 10 contains 877 members 
Mstep: Class 11 contains 22736 members 
Mstep: Class 12 contains 8726 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 16 contains 83051 members 
Mstep: Class 17 contains 76112 members 
Mstep: Class 18 contains 98142 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 1133 members 
Entering Unmasked Estep 
Score: -53964212.000000 Penalty: 29468.521484
Splitting cluster 10 changes total score from -53964888.000000 to -53964212.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (22736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Entering Unmasked Estep 
Score: -2986876.750000 Penalty: 1630.152100
	Iteration 0F: 2 clusters Score -2986877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2971438.750000 Penalty: 3260.304199
	Iteration 0F: 3 clusters Score -2971439 nChanged 10360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2977352.000000 Penalty: 3260.304199
	Iteration 1F: 3 clusters Score -2977352 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2977747.250000 Penalty: 3260.304199
	Iteration 2F: 3 clusters Score -2977747 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2978118.250000 Penalty: 3260.304199
	Iteration 3Q: 3 clusters Score -2978118 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2978508.500000 Penalty: 3260.304199
	Iteration 4Q: 3 clusters Score -2978508 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2978948.250000 Penalty: 3260.304199
	Iteration 5Q: 3 clusters Score -2978948 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2979411.250000 Penalty: 3260.304199
	Iteration 6Q: 3 clusters Score -2979411 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2979996.750000 Penalty: 3260.304199
	Iteration 7Q: 3 clusters Score -2979997 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2980783.000000 Penalty: 3260.304199
	Iteration 8F: 3 clusters Score -2980783 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2981670.250000 Penalty: 3260.304199
	Iteration 9F: 3 clusters Score -2981670 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2982451.000000 Penalty: 3260.304199
	Iteration 10F: 3 clusters Score -2982451 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2982943.000000 Penalty: 3260.304199
	Iteration 11Q: 3 clusters Score -2982943 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2983183.250000 Penalty: 3260.304199
	Iteration 12Q: 3 clusters Score -2983183 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2983344.750000 Penalty: 3260.304199
	Iteration 13Q: 3 clusters Score -2983345 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2983476.250000 Penalty: 3260.304199
	Iteration 14Q: 3 clusters Score -2983476 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2983610.750000 Penalty: 3260.304199
	Iteration 15Q: 3 clusters Score -2983611 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2983718.750000 Penalty: 3260.304199
	Iteration 16Q: 3 clusters Score -2983719 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2983806.000000 Penalty: 3260.304199
	Iteration 17Q: 3 clusters Score -2983806 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2983882.500000 Penalty: 3260.304199
	Iteration 18Q: 3 clusters Score -2983882 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2983967.250000 Penalty: 3260.304199
	Iteration 19Q: 3 clusters Score -2983967 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2984025.750000 Penalty: 3260.304199
	Iteration 20F: 3 clusters Score -2984026 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2984080.250000 Penalty: 3260.304199
	Iteration 21Q: 3 clusters Score -2984080 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2984145.250000 Penalty: 3260.304199
	Iteration 22Q: 3 clusters Score -2984145 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2984196.250000 Penalty: 3260.304199
	Iteration 23Q: 3 clusters Score -2984196 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -2984268.000000 Penalty: 3260.304199
	Iteration 24Q: 3 clusters Score -2984268 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2984331.250000 Penalty: 3260.304199
	Iteration 25Q: 3 clusters Score -2984331 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2984395.750000 Penalty: 3260.304199
	Iteration 26Q: 3 clusters Score -2984396 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2984446.250000 Penalty: 3260.304199
	Iteration 27Q: 3 clusters Score -2984446 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -2984503.500000 Penalty: 3260.304199
	Iteration 28Q: 3 clusters Score -2984504 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2984551.750000 Penalty: 3260.304199
	Iteration 29Q: 3 clusters Score -2984552 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2984597.750000 Penalty: 3260.304199
	Iteration 30Q: 3 clusters Score -2984598 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2984647.500000 Penalty: 3260.304199
	Iteration 31Q: 3 clusters Score -2984648 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2984686.500000 Penalty: 3260.304199
	Iteration 32Q: 3 clusters Score -2984686 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2984699.500000 Penalty: 3260.304199
	Iteration 33Q: 3 clusters Score -2984700 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2984737.500000 Penalty: 3260.304199
	Iteration 34Q: 3 clusters Score -2984738 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2984773.000000 Penalty: 3260.304199
	Iteration 35Q: 3 clusters Score -2984773 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2984803.750000 Penalty: 3260.304199
	Iteration 36Q: 3 clusters Score -2984804 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2984830.750000 Penalty: 3260.304199
	Iteration 37Q: 3 clusters Score -2984831 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2984854.750000 Penalty: 3260.304199
	Iteration 38Q: 3 clusters Score -2984855 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2984894.500000 Penalty: 3260.304199
	Iteration 39Q: 3 clusters Score -2984894 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -2984941.500000 Penalty: 3260.304199
	Iteration 40F: 3 clusters Score -2984942 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2984981.000000 Penalty: 3260.304199
	Iteration 41Q: 3 clusters Score -2984981 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2985023.500000 Penalty: 3260.304199
	Iteration 42Q: 3 clusters Score -2985024 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2985057.000000 Penalty: 3260.304199
	Iteration 43Q: 3 clusters Score -2985057 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2985092.500000 Penalty: 3260.304199
	Iteration 44Q: 3 clusters Score -2985092 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2985120.000000 Penalty: 3260.304199
	Iteration 45Q: 3 clusters Score -2985120 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2985146.500000 Penalty: 3260.304199
	Iteration 46Q: 3 clusters Score -2985146 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2985156.500000 Penalty: 3260.304199
	Iteration 47Q: 3 clusters Score -2985156 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2985177.250000 Penalty: 3260.304199
	Iteration 48Q: 3 clusters Score -2985177 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -2985197.500000 Penalty: 3260.304199
	Iteration 49Q: 3 clusters Score -2985198 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2985223.750000 Penalty: 3260.304199
	Iteration 50Q: 3 clusters Score -2985224 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2985258.000000 Penalty: 3260.304199
	Iteration 51Q: 3 clusters Score -2985258 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2985268.250000 Penalty: 3260.304199
	Iteration 52Q: 3 clusters Score -2985268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2985286.000000 Penalty: 3260.304199
	Iteration 53Q: 3 clusters Score -2985286 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2985302.000000 Penalty: 3260.304199
	Iteration 54Q: 3 clusters Score -2985302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2985311.750000 Penalty: 3260.304199
	Iteration 55Q: 3 clusters Score -2985312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2985329.000000 Penalty: 3260.304199
	Iteration 56Q: 3 clusters Score -2985329 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2985342.250000 Penalty: 3260.304199
	Iteration 57Q: 3 clusters Score -2985342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2985357.250000 Penalty: 3260.304199
	Iteration 58Q: 3 clusters Score -2985357 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2985361.000000 Penalty: 3260.304199
	Iteration 59Q: 3 clusters Score -2985361 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2985373.500000 Penalty: 3260.304199
	Iteration 60F: 3 clusters Score -2985374 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2985375.000000 Penalty: 3260.304199
	Iteration 61Q: 3 clusters Score -2985375 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2985392.250000 Penalty: 3260.304199
	Iteration 62Q: 3 clusters Score -2985392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2985399.250000 Penalty: 3260.304199
	Iteration 63Q: 3 clusters Score -2985399 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2985413.500000 Penalty: 3260.304199
	Iteration 64Q: 3 clusters Score -2985414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2985427.500000 Penalty: 3260.304199
	Iteration 65Q: 3 clusters Score -2985428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2985427.000000 Penalty: 3260.304199
	Iteration 66Q: 3 clusters Score -2985427 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2985446.750000 Penalty: 3260.304199
	Iteration 67Q: 3 clusters Score -2985447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2985447.000000 Penalty: 3260.304199
	Iteration 68Q: 3 clusters Score -2985447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2985457.750000 Penalty: 3260.304199
	Iteration 69Q: 3 clusters Score -2985458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2985468.750000 Penalty: 3260.304199
	Iteration 70Q: 3 clusters Score -2985469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2985468.000000 Penalty: 3260.304199
	Iteration 71Q: 3 clusters Score -2985468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2985478.000000 Penalty: 3260.304199
	Iteration 72Q: 3 clusters Score -2985478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2985484.750000 Penalty: 3260.304199
	Iteration 73Q: 3 clusters Score -2985485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2985488.500000 Penalty: 3260.304199
	Iteration 74Q: 3 clusters Score -2985488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2985497.000000 Penalty: 3260.304199
	Iteration 75Q: 3 clusters Score -2985497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2985497.500000 Penalty: 3260.304199
	Iteration 76Q: 3 clusters Score -2985498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2985501.750000 Penalty: 3260.304199
	Iteration 77Q: 3 clusters Score -2985502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2985504.750000 Penalty: 3260.304199
	Iteration 78Q: 3 clusters Score -2985505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2985508.250000 Penalty: 3260.304199
	Iteration 79Q: 3 clusters Score -2985508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2985512.500000 Penalty: 3260.304199
	Iteration 80F: 3 clusters Score -2985512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2985514.500000 Penalty: 3260.304199
	Iteration 81Q: 3 clusters Score -2985514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2985514.750000 Penalty: 3260.304199
	Iteration 82Q: 3 clusters Score -2985515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2985516.250000 Penalty: 3260.304199
	Iteration 83Q: 3 clusters Score -2985516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2985518.500000 Penalty: 3260.304199
	Iteration 84Q: 3 clusters Score -2985518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2985519.750000 Penalty: 3260.304199
	Iteration 85Q: 3 clusters Score -2985520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2985513.750000 Penalty: 3260.304199
	Iteration 86Q: 3 clusters Score -2985514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2985518.500000 Penalty: 3260.304199
	Iteration 87Q: 3 clusters Score -2985518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2985525.250000 Penalty: 3260.304199
	Iteration 88Q: 3 clusters Score -2985525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2985522.000000 Penalty: 3260.304199
	Iteration 89Q: 3 clusters Score -2985522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2985527.750000 Penalty: 3260.304199
	Iteration 90Q: 3 clusters Score -2985528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2985535.750000 Penalty: 3260.304199
	Iteration 91Q: 3 clusters Score -2985536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2985542.250000 Penalty: 3260.304199
	Iteration 92Q: 3 clusters Score -2985542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2985543.250000 Penalty: 3260.304199
	Iteration 93Q: 3 clusters Score -2985543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2985547.000000 Penalty: 3260.304199
	Iteration 94Q: 3 clusters Score -2985547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2985542.250000 Penalty: 3260.304199
	Iteration 95Q: 3 clusters Score -2985542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2985543.500000 Penalty: 3260.304199
	Iteration 96Q: 3 clusters Score -2985544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2985549.000000 Penalty: 3260.304199
	Iteration 97Q: 3 clusters Score -2985549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2985547.000000 Penalty: 3260.304199
	Iteration 98Q: 3 clusters Score -2985547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2985547.250000 Penalty: 3260.304199
	Iteration 99Q: 3 clusters Score -2985547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2985548.750000 Penalty: 3260.304199
	Iteration 100F: 3 clusters Score -2985549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2985547.500000 Penalty: 3260.304199
	Iteration 101Q: 3 clusters Score -2985548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2985552.000000 Penalty: 3260.304199
	Iteration 102Q: 3 clusters Score -2985552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2985551.500000 Penalty: 3260.304199
	Iteration 103Q: 3 clusters Score -2985552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2985549.000000 Penalty: 3260.304199
	Iteration 104Q: 3 clusters Score -2985549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2985548.250000 Penalty: 3260.304199
	Iteration 105Q: 3 clusters Score -2985548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2985549.000000 Penalty: 3260.304199
	Iteration 106Q: 3 clusters Score -2985549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2985549.000000 Penalty: 3260.304199
	Iteration 107F: 3 clusters Score -2985549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Entering Unmasked Estep 
Score: -1139897.125000 Penalty: 1474.535156
	Iteration 0F: 2 clusters Score -1139897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1133487.750000 Penalty: 2949.070312
	Iteration 0F: 3 clusters Score -1133488 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1135556.750000 Penalty: 2949.070312
	Iteration 1F: 3 clusters Score -1135557 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1135820.000000 Penalty: 2949.070312
	Iteration 2F: 3 clusters Score -1135820 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1136015.500000 Penalty: 2949.070312
	Iteration 3F: 3 clusters Score -1136016 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1136215.250000 Penalty: 2949.070312
	Iteration 4Q: 3 clusters Score -1136215 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1136406.000000 Penalty: 2949.070312
	Iteration 5Q: 3 clusters Score -1136406 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1136648.000000 Penalty: 2949.070312
	Iteration 6Q: 3 clusters Score -1136648 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1136984.250000 Penalty: 2949.070312
	Iteration 7F: 3 clusters Score -1136984 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1137344.875000 Penalty: 2949.070312
	Iteration 8F: 3 clusters Score -1137345 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1137644.750000 Penalty: 2949.070312
	Iteration 9Q: 3 clusters Score -1137645 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1137874.250000 Penalty: 2949.070312
	Iteration 10Q: 3 clusters Score -1137874 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1138050.500000 Penalty: 2949.070312
	Iteration 11Q: 3 clusters Score -1138050 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1138169.250000 Penalty: 2949.070312
	Iteration 12Q: 3 clusters Score -1138169 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1138272.000000 Penalty: 2949.070312
	Iteration 13Q: 3 clusters Score -1138272 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1138349.250000 Penalty: 2949.070312
	Iteration 14Q: 3 clusters Score -1138349 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1138386.500000 Penalty: 2949.070312
	Iteration 15Q: 3 clusters Score -1138386 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1138414.125000 Penalty: 2949.070312
	Iteration 16Q: 3 clusters Score -1138414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1138442.875000 Penalty: 2949.070312
	Iteration 17Q: 3 clusters Score -1138443 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1138460.750000 Penalty: 2949.070312
	Iteration 18Q: 3 clusters Score -1138461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1138474.625000 Penalty: 2949.070312
	Iteration 19Q: 3 clusters Score -1138475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1138492.500000 Penalty: 2949.070312
	Iteration 20F: 3 clusters Score -1138492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1138500.500000 Penalty: 2949.070312
	Iteration 21Q: 3 clusters Score -1138500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1138508.375000 Penalty: 2949.070312
	Iteration 22Q: 3 clusters Score -1138508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1138516.125000 Penalty: 2949.070312
	Iteration 23Q: 3 clusters Score -1138516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1138527.625000 Penalty: 2949.070312
	Iteration 24Q: 3 clusters Score -1138528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1138533.375000 Penalty: 2949.070312
	Iteration 25Q: 3 clusters Score -1138533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1138538.625000 Penalty: 2949.070312
	Iteration 26Q: 3 clusters Score -1138539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1138543.000000 Penalty: 2949.070312
	Iteration 27Q: 3 clusters Score -1138543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1138551.500000 Penalty: 2949.070312
	Iteration 28Q: 3 clusters Score -1138552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1138562.750000 Penalty: 2949.070312
	Iteration 29Q: 3 clusters Score -1138563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1138570.125000 Penalty: 2949.070312
	Iteration 30Q: 3 clusters Score -1138570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1138579.875000 Penalty: 2949.070312
	Iteration 31Q: 3 clusters Score -1138580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1138588.625000 Penalty: 2949.070312
	Iteration 32Q: 3 clusters Score -1138589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1138595.125000 Penalty: 2949.070312
	Iteration 33Q: 3 clusters Score -1138595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1138600.500000 Penalty: 2949.070312
	Iteration 34Q: 3 clusters Score -1138600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1138603.750000 Penalty: 2949.070312
	Iteration 35Q: 3 clusters Score -1138604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1138610.750000 Penalty: 2949.070312
	Iteration 36Q: 3 clusters Score -1138611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1138613.375000 Penalty: 2949.070312
	Iteration 37Q: 3 clusters Score -1138613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1138613.500000 Penalty: 2949.070312
	Iteration 38Q: 3 clusters Score -1138614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1138616.875000 Penalty: 2949.070312
	Iteration 39Q: 3 clusters Score -1138617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1138618.750000 Penalty: 2949.070312
	Iteration 40F: 3 clusters Score -1138619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1138621.500000 Penalty: 2949.070312
	Iteration 41Q: 3 clusters Score -1138622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1138626.000000 Penalty: 2949.070312
	Iteration 42Q: 3 clusters Score -1138626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1138628.250000 Penalty: 2949.070312
	Iteration 43Q: 3 clusters Score -1138628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1138628.500000 Penalty: 2949.070312
	Iteration 44Q: 3 clusters Score -1138628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1138630.250000 Penalty: 2949.070312
	Iteration 45Q: 3 clusters Score -1138630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1138629.750000 Penalty: 2949.070312
	Iteration 46Q: 3 clusters Score -1138630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1138629.750000 Penalty: 2949.070312
	Iteration 47F: 3 clusters Score -1138630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -120653.976562 Penalty: 1121.041138
	Iteration 0F: 2 clusters Score -120654 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 491 members 
Entering Unmasked Estep 
Score: -119232.929688 Penalty: 2242.082275
	Iteration 0F: 3 clusters Score -119232.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -119482.632812 Penalty: 2242.082275
	Iteration 1F: 3 clusters Score -119482.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -119546.109375 Penalty: 2242.082275
	Iteration 2F: 3 clusters Score -119546.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -119583.859375 Penalty: 2242.082275
	Iteration 3Q: 3 clusters Score -119583.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -119595.453125 Penalty: 2242.082275
	Iteration 4Q: 3 clusters Score -119595.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -119610.210938 Penalty: 2242.082275
	Iteration 5Q: 3 clusters Score -119610.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -119620.046875 Penalty: 2242.082275
	Iteration 6Q: 3 clusters Score -119620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -119625.273438 Penalty: 2242.082275
	Iteration 7Q: 3 clusters Score -119625.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -119627.679688 Penalty: 2242.082275
	Iteration 8Q: 3 clusters Score -119627.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -119632.312500 Penalty: 2242.082275
	Iteration 9Q: 3 clusters Score -119632.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -119634.671875 Penalty: 2242.082275
	Iteration 10Q: 3 clusters Score -119634.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -119636.750000 Penalty: 2242.082275
	Iteration 11Q: 3 clusters Score -119636.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -119643.906250 Penalty: 2242.082275
	Iteration 12Q: 3 clusters Score -119643.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -119644.531250 Penalty: 2242.082275
	Iteration 13Q: 3 clusters Score -119644.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -119644.531250 Penalty: 2242.082275
	Iteration 14F: 3 clusters Score -119644.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (83051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83051 members 
Entering Unmasked Estep 
Score: -10766090.000000 Penalty: 1840.671753
	Iteration 0F: 2 clusters Score -1.076609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -10714386.000000 Penalty: 3681.343506
	Iteration 0F: 3 clusters Score -1.071439e+07 nChanged 39734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -10738083.000000 Penalty: 3681.343506
	Iteration 1F: 3 clusters Score -1.073808e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -10739725.000000 Penalty: 3681.343506
	Iteration 2Q: 3 clusters Score -1.073972e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -10742547.000000 Penalty: 3681.343506
	Iteration 3Q: 3 clusters Score -1.074255e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -10747750.000000 Penalty: 3681.343506
	Iteration 4F: 3 clusters Score -1.074775e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -10755242.000000 Penalty: 3681.343506
	Iteration 5F: 3 clusters Score -1.075524e+07 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -10762700.000000 Penalty: 3681.343506
	Iteration 6F: 3 clusters Score -1.07627e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -10767436.000000 Penalty: 3681.343506
	Iteration 7F: 3 clusters Score -1.076744e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -10769584.000000 Penalty: 3681.343506
	Iteration 8F: 3 clusters Score -1.076958e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -10770499.000000 Penalty: 3681.343506
	Iteration 9Q: 3 clusters Score -1.07705e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -10770820.000000 Penalty: 3681.343506
	Iteration 10Q: 3 clusters Score -1.077082e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -10770914.000000 Penalty: 3681.343506
	Iteration 11Q: 3 clusters Score -1.077091e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -10770971.000000 Penalty: 3681.343506
	Iteration 12Q: 3 clusters Score -1.077097e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -10771021.000000 Penalty: 3681.343506
	Iteration 13Q: 3 clusters Score -1.077102e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -10771043.000000 Penalty: 3681.343506
	Iteration 14Q: 3 clusters Score -1.077104e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -10771076.000000 Penalty: 3681.343506
	Iteration 15Q: 3 clusters Score -1.077108e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -10771134.000000 Penalty: 3681.343506
	Iteration 16Q: 3 clusters Score -1.077113e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -10771145.000000 Penalty: 3681.343506
	Iteration 17Q: 3 clusters Score -1.077114e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -10771144.000000 Penalty: 3681.343506
	Iteration 18Q: 3 clusters Score -1.077114e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -10771164.000000 Penalty: 3681.343506
	Iteration 19Q: 3 clusters Score -1.077116e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -10771168.000000 Penalty: 3681.343506
	Iteration 20F: 3 clusters Score -1.077117e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -10771167.000000 Penalty: 3681.343506
	Iteration 21Q: 3 clusters Score -1.077117e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -10771182.000000 Penalty: 3681.343506
	Iteration 22Q: 3 clusters Score -1.077118e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -10771185.000000 Penalty: 3681.343506
	Iteration 23Q: 3 clusters Score -1.077118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -10771195.000000 Penalty: 3681.343506
	Iteration 24Q: 3 clusters Score -1.07712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -10771186.000000 Penalty: 3681.343506
	Iteration 25Q: 3 clusters Score -1.077119e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -10771186.000000 Penalty: 3681.343506
	Iteration 26Q: 3 clusters Score -1.077119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -10771199.000000 Penalty: 3681.343506
	Iteration 27Q: 3 clusters Score -1.07712e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -10771195.000000 Penalty: 3681.343506
	Iteration 28Q: 3 clusters Score -1.07712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -10771202.000000 Penalty: 3681.343506
	Iteration 29Q: 3 clusters Score -1.07712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -10771205.000000 Penalty: 3681.343506
	Iteration 30Q: 3 clusters Score -1.07712e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -10771202.000000 Penalty: 3681.343506
	Iteration 31Q: 3 clusters Score -1.07712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -10771208.000000 Penalty: 3681.343506
	Iteration 32Q: 3 clusters Score -1.077121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -10771212.000000 Penalty: 3681.343506
	Iteration 33Q: 3 clusters Score -1.077121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -10771212.000000 Penalty: 3681.343506
	Iteration 34F: 3 clusters Score -1.077121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 12469 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 7 contains 116015 members 
Mstep: Class 10 contains 1172 members 
Mstep: Class 11 contains 22736 members 
Mstep: Class 12 contains 8726 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 16 contains 46829 members 
Mstep: Class 17 contains 76112 members 
Mstep: Class 18 contains 98142 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 1133 members 
Entering Unmasked Estep 
Score: -53970108.000000 Penalty: 29468.521484
Splitting cluster 16 changes total score from -53964888.000000 to -53970108.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 17 (76112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76112 members 
Entering Unmasked Estep 
Score: -9878797.000000 Penalty: 1826.493774
	Iteration 0F: 2 clusters Score -9878797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -9831196.000000 Penalty: 3652.987549
	Iteration 0F: 3 clusters Score -9831196 nChanged 35940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -9851759.000000 Penalty: 3652.987549
	Iteration 1F: 3 clusters Score -9851759 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -9852395.000000 Penalty: 3652.987549
	Iteration 2Q: 3 clusters Score -9852395 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -9853323.000000 Penalty: 3652.987549
	Iteration 3Q: 3 clusters Score -9853323 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -9854579.000000 Penalty: 3652.987549
	Iteration 4Q: 3 clusters Score -9854579 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -9856649.000000 Penalty: 3652.987549
	Iteration 5F: 3 clusters Score -9856649 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 52601 members 
Entering Unmasked Estep 
Score: -9859907.000000 Penalty: 3652.987549
	Iteration 6F: 3 clusters Score -9859907 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -9864343.000000 Penalty: 3652.987549
	Iteration 7F: 3 clusters Score -9864343 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 63075 members 
Entering Unmasked Estep 
Score: -9868767.000000 Penalty: 3652.987549
	Iteration 8F: 3 clusters Score -9868767 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 66936 members 
Entering Unmasked Estep 
Score: -9872194.000000 Penalty: 3652.987549
	Iteration 9F: 3 clusters Score -9872194 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 69290 members 
Entering Unmasked Estep 
Score: -9874259.000000 Penalty: 3652.987549
	Iteration 10Q: 3 clusters Score -9874259 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 70648 members 
Entering Unmasked Estep 
Score: -9875484.000000 Penalty: 3652.987549
	Iteration 11Q: 3 clusters Score -9875484 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 71485 members 
Entering Unmasked Estep 
Score: -9876200.000000 Penalty: 3652.987549
	Iteration 12Q: 3 clusters Score -9876200 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 72064 members 
Entering Unmasked Estep 
Score: -9876603.000000 Penalty: 3652.987549
	Iteration 13Q: 3 clusters Score -9876603 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 72482 members 
Entering Unmasked Estep 
Score: -9876849.000000 Penalty: 3652.987549
	Iteration 14Q: 3 clusters Score -9876849 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 72805 members 
Entering Unmasked Estep 
Score: -9876961.000000 Penalty: 3652.987549
	Iteration 15Q: 3 clusters Score -9876961 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 73093 members 
Entering Unmasked Estep 
Score: -9877048.000000 Penalty: 3652.987549
	Iteration 16Q: 3 clusters Score -9877048 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 73316 members 
Entering Unmasked Estep 
Score: -9877121.000000 Penalty: 3652.987549
	Iteration 17Q: 3 clusters Score -9877121 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 73500 members 
Entering Unmasked Estep 
Score: -9877153.000000 Penalty: 3652.987549
	Iteration 18Q: 3 clusters Score -9877153 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
Score: -9877198.000000 Penalty: 3652.987549
	Iteration 19Q: 3 clusters Score -9877198 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 73751 members 
Entering Unmasked Estep 
Score: -9877204.000000 Penalty: 3652.987549
	Iteration 20F: 3 clusters Score -9877204 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 73826 members 
Entering Unmasked Estep 
Score: -9877226.000000 Penalty: 3652.987549
	Iteration 21Q: 3 clusters Score -9877226 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 73909 members 
Entering Unmasked Estep 
Score: -9877247.000000 Penalty: 3652.987549
	Iteration 22Q: 3 clusters Score -9877247 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 73967 members 
Entering Unmasked Estep 
Score: -9877265.000000 Penalty: 3652.987549
	Iteration 23Q: 3 clusters Score -9877265 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -9877284.000000 Penalty: 3652.987549
	Iteration 24Q: 3 clusters Score -9877284 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 74099 members 
Entering Unmasked Estep 
Score: -9877296.000000 Penalty: 3652.987549
	Iteration 25Q: 3 clusters Score -9877296 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 74141 members 
Entering Unmasked Estep 
Score: -9877319.000000 Penalty: 3652.987549
	Iteration 26Q: 3 clusters Score -9877319 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
Score: -9877328.000000 Penalty: 3652.987549
	Iteration 27Q: 3 clusters Score -9877328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 74232 members 
Entering Unmasked Estep 
Score: -9877355.000000 Penalty: 3652.987549
	Iteration 28Q: 3 clusters Score -9877355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 74273 members 
Entering Unmasked Estep 
Score: -9877365.000000 Penalty: 3652.987549
	Iteration 29Q: 3 clusters Score -9877365 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 74309 members 
Entering Unmasked Estep 
Score: -9877379.000000 Penalty: 3652.987549
	Iteration 30Q: 3 clusters Score -9877379 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 74344 members 
Entering Unmasked Estep 
Score: -9877380.000000 Penalty: 3652.987549
	Iteration 31Q: 3 clusters Score -9877380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 74374 members 
Entering Unmasked Estep 
Score: -9877384.000000 Penalty: 3652.987549
	Iteration 32Q: 3 clusters Score -9877384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 74395 members 
Entering Unmasked Estep 
Score: -9877394.000000 Penalty: 3652.987549
	Iteration 33Q: 3 clusters Score -9877394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 74409 members 
Entering Unmasked Estep 
Score: -9877377.000000 Penalty: 3652.987549
	Iteration 34Q: 3 clusters Score -9877377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 74423 members 
Entering Unmasked Estep 
Score: -9877397.000000 Penalty: 3652.987549
	Iteration 35Q: 3 clusters Score -9877397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 74434 members 
Entering Unmasked Estep 
Score: -9877405.000000 Penalty: 3652.987549
	Iteration 36Q: 3 clusters Score -9877405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 74447 members 
Entering Unmasked Estep 
Score: -9877397.000000 Penalty: 3652.987549
	Iteration 37Q: 3 clusters Score -9877397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 74464 members 
Entering Unmasked Estep 
Score: -9877394.000000 Penalty: 3652.987549
	Iteration 38Q: 3 clusters Score -9877394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 74485 members 
Entering Unmasked Estep 
Score: -9877375.000000 Penalty: 3652.987549
	Iteration 39Q: 3 clusters Score -9877375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 74504 members 
Entering Unmasked Estep 
Score: -9877375.000000 Penalty: 3652.987549
	Iteration 40F: 3 clusters Score -9877375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 74523 members 
Entering Unmasked Estep 
Score: -9877392.000000 Penalty: 3652.987549
	Iteration 41Q: 3 clusters Score -9877392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 74541 members 
Entering Unmasked Estep 
Score: -9877380.000000 Penalty: 3652.987549
	Iteration 42Q: 3 clusters Score -9877380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 74556 members 
Entering Unmasked Estep 
Score: -9877377.000000 Penalty: 3652.987549
	Iteration 43Q: 3 clusters Score -9877377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 74564 members 
Entering Unmasked Estep 
Score: -9877379.000000 Penalty: 3652.987549
	Iteration 44Q: 3 clusters Score -9877379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 74576 members 
Entering Unmasked Estep 
Score: -9877380.000000 Penalty: 3652.987549
	Iteration 45Q: 3 clusters Score -9877380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 74592 members 
Entering Unmasked Estep 
Score: -9877383.000000 Penalty: 3652.987549
	Iteration 46Q: 3 clusters Score -9877383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 74600 members 
Entering Unmasked Estep 
Score: -9877381.000000 Penalty: 3652.987549
	Iteration 47Q: 3 clusters Score -9877381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 74609 members 
Entering Unmasked Estep 
Score: -9877389.000000 Penalty: 3652.987549
	Iteration 48Q: 3 clusters Score -9877389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 74613 members 
Entering Unmasked Estep 
Score: -9877386.000000 Penalty: 3652.987549
	Iteration 49Q: 3 clusters Score -9877386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 74615 members 
Entering Unmasked Estep 
Score: -9877386.000000 Penalty: 3652.987549
	Iteration 50Q: 3 clusters Score -9877386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 74616 members 
Entering Unmasked Estep 
Score: -9877384.000000 Penalty: 3652.987549
	Iteration 51Q: 3 clusters Score -9877384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 74617 members 
Entering Unmasked Estep 
Score: -9877389.000000 Penalty: 3652.987549
	Iteration 52Q: 3 clusters Score -9877389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 74617 members 
Entering Unmasked Estep 
Score: -9877389.000000 Penalty: 3652.987549
	Iteration 53F: 3 clusters Score -9877389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (98142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98142 members 
Entering Unmasked Estep 
Score: -12703205.000000 Penalty: 1867.802856
	Iteration 0F: 2 clusters Score -1.27032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -12646868.000000 Penalty: 3735.605713
	Iteration 0F: 3 clusters Score -1.264687e+07 nChanged 46890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50462 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -12673791.000000 Penalty: 3735.605713
	Iteration 1F: 3 clusters Score -1.267379e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -12675025.000000 Penalty: 3735.605713
	Iteration 2Q: 3 clusters Score -1.267502e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -12676788.000000 Penalty: 3735.605713
	Iteration 3Q: 3 clusters Score -1.267679e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -12679208.000000 Penalty: 3735.605713
	Iteration 4F: 3 clusters Score -1.267921e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -12682496.000000 Penalty: 3735.605713
	Iteration 5F: 3 clusters Score -1.26825e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -12686653.000000 Penalty: 3735.605713
	Iteration 6F: 3 clusters Score -1.268665e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -12691239.000000 Penalty: 3735.605713
	Iteration 7F: 3 clusters Score -1.269124e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -12694269.000000 Penalty: 3735.605713
	Iteration 8F: 3 clusters Score -1.269427e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56269 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -12695728.000000 Penalty: 3735.605713
	Iteration 9Q: 3 clusters Score -1.269573e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -12696079.000000 Penalty: 3735.605713
	Iteration 10Q: 3 clusters Score -1.269608e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -12696202.000000 Penalty: 3735.605713
	Iteration 11Q: 3 clusters Score -1.26962e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54818 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -12696267.000000 Penalty: 3735.605713
	Iteration 12Q: 3 clusters Score -1.269627e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -12696314.000000 Penalty: 3735.605713
	Iteration 13Q: 3 clusters Score -1.269631e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -12696367.000000 Penalty: 3735.605713
	Iteration 14Q: 3 clusters Score -1.269637e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53780 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -12696404.000000 Penalty: 3735.605713
	Iteration 15Q: 3 clusters Score -1.26964e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -12696437.000000 Penalty: 3735.605713
	Iteration 16Q: 3 clusters Score -1.269644e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53312 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -12696503.000000 Penalty: 3735.605713
	Iteration 17Q: 3 clusters Score -1.26965e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53045 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -12696585.000000 Penalty: 3735.605713
	Iteration 18Q: 3 clusters Score -1.269658e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -12696592.000000 Penalty: 3735.605713
	Iteration 19Q: 3 clusters Score -1.269659e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -12696580.000000 Penalty: 3735.605713
	Iteration 20F: 3 clusters Score -1.269658e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52342 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -12696591.000000 Penalty: 3735.605713
	Iteration 21Q: 3 clusters Score -1.269659e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -12696634.000000 Penalty: 3735.605713
	Iteration 22Q: 3 clusters Score -1.269663e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -12696714.000000 Penalty: 3735.605713
	Iteration 23Q: 3 clusters Score -1.269671e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -12696774.000000 Penalty: 3735.605713
	Iteration 24Q: 3 clusters Score -1.269677e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -12696823.000000 Penalty: 3735.605713
	Iteration 25Q: 3 clusters Score -1.269682e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51412 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -12696892.000000 Penalty: 3735.605713
	Iteration 26Q: 3 clusters Score -1.269689e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51260 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -12696949.000000 Penalty: 3735.605713
	Iteration 27Q: 3 clusters Score -1.269695e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -12696997.000000 Penalty: 3735.605713
	Iteration 28Q: 3 clusters Score -1.2697e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -12697032.000000 Penalty: 3735.605713
	Iteration 29Q: 3 clusters Score -1.269703e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -12697194.000000 Penalty: 3735.605713
	Iteration 30Q: 3 clusters Score -1.269719e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -12697321.000000 Penalty: 3735.605713
	Iteration 31Q: 3 clusters Score -1.269732e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -12697498.000000 Penalty: 3735.605713
	Iteration 32Q: 3 clusters Score -1.26975e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -12697657.000000 Penalty: 3735.605713
	Iteration 33Q: 3 clusters Score -1.269766e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 48651 members 
Entering Unmasked Estep 
Score: -12697846.000000 Penalty: 3735.605713
	Iteration 34Q: 3 clusters Score -1.269785e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -12698014.000000 Penalty: 3735.605713
	Iteration 35Q: 3 clusters Score -1.269801e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48780 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -12698186.000000 Penalty: 3735.605713
	Iteration 36Q: 3 clusters Score -1.269819e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -12698385.000000 Penalty: 3735.605713
	Iteration 37Q: 3 clusters Score -1.269838e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -12698605.000000 Penalty: 3735.605713
	Iteration 38Q: 3 clusters Score -1.26986e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -12698841.000000 Penalty: 3735.605713
	Iteration 39Q: 3 clusters Score -1.269884e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -12699100.000000 Penalty: 3735.605713
	Iteration 40F: 3 clusters Score -1.26991e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -12699350.000000 Penalty: 3735.605713
	Iteration 41Q: 3 clusters Score -1.269935e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 51246 members 
Entering Unmasked Estep 
Score: -12699646.000000 Penalty: 3735.605713
	Iteration 42Q: 3 clusters Score -1.269965e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -12699945.000000 Penalty: 3735.605713
	Iteration 43Q: 3 clusters Score -1.269994e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 51892 members 
Entering Unmasked Estep 
Score: -12700213.000000 Penalty: 3735.605713
	Iteration 44Q: 3 clusters Score -1.270021e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 52207 members 
Entering Unmasked Estep 
Score: -12700425.000000 Penalty: 3735.605713
	Iteration 45Q: 3 clusters Score -1.270042e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 52482 members 
Entering Unmasked Estep 
Score: -12700600.000000 Penalty: 3735.605713
	Iteration 46Q: 3 clusters Score -1.27006e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -12700762.000000 Penalty: 3735.605713
	Iteration 47Q: 3 clusters Score -1.270076e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -12700814.000000 Penalty: 3735.605713
	Iteration 48Q: 3 clusters Score -1.270081e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -12700943.000000 Penalty: 3735.605713
	Iteration 49Q: 3 clusters Score -1.270094e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -12701038.000000 Penalty: 3735.605713
	Iteration 50Q: 3 clusters Score -1.270104e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -12701137.000000 Penalty: 3735.605713
	Iteration 51Q: 3 clusters Score -1.270114e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
Score: -12701192.000000 Penalty: 3735.605713
	Iteration 52Q: 3 clusters Score -1.270119e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -12701277.000000 Penalty: 3735.605713
	Iteration 53Q: 3 clusters Score -1.270128e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -12701318.000000 Penalty: 3735.605713
	Iteration 54Q: 3 clusters Score -1.270132e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 54628 members 
Entering Unmasked Estep 
Score: -12701370.000000 Penalty: 3735.605713
	Iteration 55Q: 3 clusters Score -1.270137e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -12701450.000000 Penalty: 3735.605713
	Iteration 56Q: 3 clusters Score -1.270145e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 55063 members 
Entering Unmasked Estep 
Score: -12701514.000000 Penalty: 3735.605713
	Iteration 57Q: 3 clusters Score -1.270151e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 55302 members 
Entering Unmasked Estep 
Score: -12701512.000000 Penalty: 3735.605713
	Iteration 58Q: 3 clusters Score -1.270151e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -12701591.000000 Penalty: 3735.605713
	Iteration 59Q: 3 clusters Score -1.270159e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 55764 members 
Entering Unmasked Estep 
Score: -12701610.000000 Penalty: 3735.605713
	Iteration 60F: 3 clusters Score -1.270161e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 55991 members 
Entering Unmasked Estep 
Score: -12701582.000000 Penalty: 3735.605713
	Iteration 61Q: 3 clusters Score -1.270158e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -12701626.000000 Penalty: 3735.605713
	Iteration 62Q: 3 clusters Score -1.270163e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -12701642.000000 Penalty: 3735.605713
	Iteration 63Q: 3 clusters Score -1.270164e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 56657 members 
Entering Unmasked Estep 
Score: -12701663.000000 Penalty: 3735.605713
	Iteration 64Q: 3 clusters Score -1.270166e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -12701642.000000 Penalty: 3735.605713
	Iteration 65Q: 3 clusters Score -1.270164e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -12701635.000000 Penalty: 3735.605713
	Iteration 66Q: 3 clusters Score -1.270164e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 57225 members 
Entering Unmasked Estep 
Score: -12701635.000000 Penalty: 3735.605713
	Iteration 67Q: 3 clusters Score -1.270164e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 57436 members 
Entering Unmasked Estep 
Score: -12701617.000000 Penalty: 3735.605713
	Iteration 68Q: 3 clusters Score -1.270162e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 57657 members 
Entering Unmasked Estep 
Score: -12701579.000000 Penalty: 3735.605713
	Iteration 69Q: 3 clusters Score -1.270158e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 57885 members 
Entering Unmasked Estep 
Score: -12701588.000000 Penalty: 3735.605713
	Iteration 70Q: 3 clusters Score -1.270159e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 58117 members 
Entering Unmasked Estep 
Score: -12701613.000000 Penalty: 3735.605713
	Iteration 71Q: 3 clusters Score -1.270161e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 58365 members 
Entering Unmasked Estep 
Score: -12701532.000000 Penalty: 3735.605713
	Iteration 72Q: 3 clusters Score -1.270153e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 58622 members 
Entering Unmasked Estep 
Score: -12701509.000000 Penalty: 3735.605713
	Iteration 73Q: 3 clusters Score -1.270151e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 58893 members 
Entering Unmasked Estep 
Score: -12701471.000000 Penalty: 3735.605713
	Iteration 74Q: 3 clusters Score -1.270147e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 59142 members 
Entering Unmasked Estep 
Score: -12701428.000000 Penalty: 3735.605713
	Iteration 75Q: 3 clusters Score -1.270143e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 59398 members 
Entering Unmasked Estep 
Score: -12701356.000000 Penalty: 3735.605713
	Iteration 76Q: 3 clusters Score -1.270136e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -12701293.000000 Penalty: 3735.605713
	Iteration 77Q: 3 clusters Score -1.270129e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 59852 members 
Entering Unmasked Estep 
Score: -12701294.000000 Penalty: 3735.605713
	Iteration 78Q: 3 clusters Score -1.270129e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 60069 members 
Entering Unmasked Estep 
Score: -12701233.000000 Penalty: 3735.605713
	Iteration 79Q: 3 clusters Score -1.270123e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 60288 members 
Entering Unmasked Estep 
Score: -12701179.000000 Penalty: 3735.605713
	Iteration 80F: 3 clusters Score -1.270118e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -12701127.000000 Penalty: 3735.605713
	Iteration 81Q: 3 clusters Score -1.270113e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
Score: -12701080.000000 Penalty: 3735.605713
	Iteration 82Q: 3 clusters Score -1.270108e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 60822 members 
Entering Unmasked Estep 
Score: -12701019.000000 Penalty: 3735.605713
	Iteration 83Q: 3 clusters Score -1.270102e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 60976 members 
Entering Unmasked Estep 
Score: -12700988.000000 Penalty: 3735.605713
	Iteration 84Q: 3 clusters Score -1.270099e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
Score: -12700926.000000 Penalty: 3735.605713
	Iteration 85Q: 3 clusters Score -1.270093e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 61236 members 
Entering Unmasked Estep 
Score: -12700880.000000 Penalty: 3735.605713
	Iteration 86Q: 3 clusters Score -1.270088e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 61362 members 
Entering Unmasked Estep 
Score: -12700853.000000 Penalty: 3735.605713
	Iteration 87Q: 3 clusters Score -1.270085e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 61490 members 
Entering Unmasked Estep 
Score: -12700823.000000 Penalty: 3735.605713
	Iteration 88Q: 3 clusters Score -1.270082e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 61651 members 
Entering Unmasked Estep 
Score: -12700776.000000 Penalty: 3735.605713
	Iteration 89Q: 3 clusters Score -1.270078e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 61797 members 
Entering Unmasked Estep 
Score: -12700766.000000 Penalty: 3735.605713
	Iteration 90Q: 3 clusters Score -1.270077e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 61935 members 
Entering Unmasked Estep 
Score: -12700726.000000 Penalty: 3735.605713
	Iteration 91Q: 3 clusters Score -1.270073e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 62061 members 
Entering Unmasked Estep 
Score: -12700696.000000 Penalty: 3735.605713
	Iteration 92Q: 3 clusters Score -1.27007e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 62180 members 
Entering Unmasked Estep 
Score: -12700631.000000 Penalty: 3735.605713
	Iteration 93Q: 3 clusters Score -1.270063e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 62299 members 
Entering Unmasked Estep 
Score: -12700580.000000 Penalty: 3735.605713
	Iteration 94Q: 3 clusters Score -1.270058e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -12700560.000000 Penalty: 3735.605713
	Iteration 95Q: 3 clusters Score -1.270056e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 62507 members 
Entering Unmasked Estep 
Score: -12700519.000000 Penalty: 3735.605713
	Iteration 96Q: 3 clusters Score -1.270052e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
Score: -12700498.000000 Penalty: 3735.605713
	Iteration 97Q: 3 clusters Score -1.27005e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 62728 members 
Entering Unmasked Estep 
Score: -12700450.000000 Penalty: 3735.605713
	Iteration 98Q: 3 clusters Score -1.270045e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 62815 members 
Entering Unmasked Estep 
Score: -12700420.000000 Penalty: 3735.605713
	Iteration 99Q: 3 clusters Score -1.270042e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 62881 members 
Entering Unmasked Estep 
Score: -12700390.000000 Penalty: 3735.605713
	Iteration 100F: 3 clusters Score -1.270039e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 62942 members 
Entering Unmasked Estep 
Score: -12700367.000000 Penalty: 3735.605713
	Iteration 101Q: 3 clusters Score -1.270037e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
Score: -12700318.000000 Penalty: 3735.605713
	Iteration 102Q: 3 clusters Score -1.270032e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 63080 members 
Entering Unmasked Estep 
Score: -12700295.000000 Penalty: 3735.605713
	Iteration 103Q: 3 clusters Score -1.27003e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 63160 members 
Entering Unmasked Estep 
Score: -12700228.000000 Penalty: 3735.605713
	Iteration 104Q: 3 clusters Score -1.270023e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 63242 members 
Entering Unmasked Estep 
Score: -12700168.000000 Penalty: 3735.605713
	Iteration 105Q: 3 clusters Score -1.270017e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -12700141.000000 Penalty: 3735.605713
	Iteration 106Q: 3 clusters Score -1.270014e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 63456 members 
Entering Unmasked Estep 
Score: -12700056.000000 Penalty: 3735.605713
	Iteration 107Q: 3 clusters Score -1.270006e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -12700023.000000 Penalty: 3735.605713
	Iteration 108Q: 3 clusters Score -1.270002e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 63630 members 
Entering Unmasked Estep 
Score: -12700002.000000 Penalty: 3735.605713
	Iteration 109Q: 3 clusters Score -1.27e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 63734 members 
Entering Unmasked Estep 
Score: -12699995.000000 Penalty: 3735.605713
	Iteration 110Q: 3 clusters Score -1.27e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 63834 members 
Entering Unmasked Estep 
Score: -12699935.000000 Penalty: 3735.605713
	Iteration 111Q: 3 clusters Score -1.269994e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 63940 members 
Entering Unmasked Estep 
Score: -12699886.000000 Penalty: 3735.605713
	Iteration 112Q: 3 clusters Score -1.269989e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 64033 members 
Entering Unmasked Estep 
Score: -12699864.000000 Penalty: 3735.605713
	Iteration 113Q: 3 clusters Score -1.269986e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 64125 members 
Entering Unmasked Estep 
Score: -12699831.000000 Penalty: 3735.605713
	Iteration 114Q: 3 clusters Score -1.269983e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 64209 members 
Entering Unmasked Estep 
Score: -12699811.000000 Penalty: 3735.605713
	Iteration 115Q: 3 clusters Score -1.269981e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 64301 members 
Entering Unmasked Estep 
Score: -12699732.000000 Penalty: 3735.605713
	Iteration 116Q: 3 clusters Score -1.269973e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 64394 members 
Entering Unmasked Estep 
Score: -12699693.000000 Penalty: 3735.605713
	Iteration 117Q: 3 clusters Score -1.269969e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 64473 members 
Entering Unmasked Estep 
Score: -12699645.000000 Penalty: 3735.605713
	Iteration 118Q: 3 clusters Score -1.269964e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -12699621.000000 Penalty: 3735.605713
	Iteration 119Q: 3 clusters Score -1.269962e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -12699581.000000 Penalty: 3735.605713
	Iteration 120F: 3 clusters Score -1.269958e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 64680 members 
Entering Unmasked Estep 
Score: -12699549.000000 Penalty: 3735.605713
	Iteration 121Q: 3 clusters Score -1.269955e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 64718 members 
Entering Unmasked Estep 
Score: -12699506.000000 Penalty: 3735.605713
	Iteration 122Q: 3 clusters Score -1.269951e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 64756 members 
Entering Unmasked Estep 
Score: -12699452.000000 Penalty: 3735.605713
	Iteration 123Q: 3 clusters Score -1.269945e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -12699425.000000 Penalty: 3735.605713
	Iteration 124Q: 3 clusters Score -1.269942e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -12699371.000000 Penalty: 3735.605713
	Iteration 125Q: 3 clusters Score -1.269937e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 64917 members 
Entering Unmasked Estep 
Score: -12699336.000000 Penalty: 3735.605713
	Iteration 126Q: 3 clusters Score -1.269934e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 64949 members 
Entering Unmasked Estep 
Score: -12699298.000000 Penalty: 3735.605713
	Iteration 127Q: 3 clusters Score -1.26993e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 64987 members 
Entering Unmasked Estep 
Score: -12699232.000000 Penalty: 3735.605713
	Iteration 128Q: 3 clusters Score -1.269923e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 65031 members 
Entering Unmasked Estep 
Score: -12699240.000000 Penalty: 3735.605713
	Iteration 129Q: 3 clusters Score -1.269924e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 65107 members 
Entering Unmasked Estep 
Score: -12699166.000000 Penalty: 3735.605713
	Iteration 130Q: 3 clusters Score -1.269917e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
Score: -12699150.000000 Penalty: 3735.605713
	Iteration 131Q: 3 clusters Score -1.269915e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 65244 members 
Entering Unmasked Estep 
Score: -12699132.000000 Penalty: 3735.605713
	Iteration 132Q: 3 clusters Score -1.269913e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 65293 members 
Entering Unmasked Estep 
Score: -12699101.000000 Penalty: 3735.605713
	Iteration 133Q: 3 clusters Score -1.26991e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -12699077.000000 Penalty: 3735.605713
	Iteration 134Q: 3 clusters Score -1.269908e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -12699013.000000 Penalty: 3735.605713
	Iteration 135Q: 3 clusters Score -1.269901e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
Score: -12698997.000000 Penalty: 3735.605713
	Iteration 136Q: 3 clusters Score -1.2699e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -12699004.000000 Penalty: 3735.605713
	Iteration 137Q: 3 clusters Score -1.2699e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 65527 members 
Entering Unmasked Estep 
Score: -12699015.000000 Penalty: 3735.605713
	Iteration 138Q: 3 clusters Score -1.269902e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 65578 members 
Entering Unmasked Estep 
Score: -12698999.000000 Penalty: 3735.605713
	Iteration 139Q: 3 clusters Score -1.2699e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 65606 members 
Entering Unmasked Estep 
Score: -12699003.000000 Penalty: 3735.605713
	Iteration 140F: 3 clusters Score -1.2699e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 65614 members 
Entering Unmasked Estep 
Score: -12698984.000000 Penalty: 3735.605713
	Iteration 141Q: 3 clusters Score -1.269898e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -12698972.000000 Penalty: 3735.605713
	Iteration 142Q: 3 clusters Score -1.269897e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 65658 members 
Entering Unmasked Estep 
Score: -12698919.000000 Penalty: 3735.605713
	Iteration 143Q: 3 clusters Score -1.269892e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 65653 members 
Entering Unmasked Estep 
Score: -12698896.000000 Penalty: 3735.605713
	Iteration 144Q: 3 clusters Score -1.26989e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 65653 members 
Entering Unmasked Estep 
Score: -12698889.000000 Penalty: 3735.605713
	Iteration 145Q: 3 clusters Score -1.269889e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 65605 members 
Entering Unmasked Estep 
Score: -12698890.000000 Penalty: 3735.605713
	Iteration 146Q: 3 clusters Score -1.269889e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -12698867.000000 Penalty: 3735.605713
	Iteration 147Q: 3 clusters Score -1.269887e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
Score: -12698797.000000 Penalty: 3735.605713
	Iteration 148Q: 3 clusters Score -1.26988e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 65487 members 
Entering Unmasked Estep 
Score: -12698776.000000 Penalty: 3735.605713
	Iteration 149Q: 3 clusters Score -1.269878e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 65453 members 
Entering Unmasked Estep 
Score: -12698738.000000 Penalty: 3735.605713
	Iteration 150Q: 3 clusters Score -1.269874e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 65434 members 
Entering Unmasked Estep 
Score: -12698683.000000 Penalty: 3735.605713
	Iteration 151Q: 3 clusters Score -1.269868e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 65402 members 
Entering Unmasked Estep 
Score: -12698678.000000 Penalty: 3735.605713
	Iteration 152Q: 3 clusters Score -1.269868e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 65362 members 
Entering Unmasked Estep 
Score: -12698657.000000 Penalty: 3735.605713
	Iteration 153Q: 3 clusters Score -1.269866e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 65301 members 
Entering Unmasked Estep 
Score: -12698709.000000 Penalty: 3735.605713
	Iteration 154Q: 3 clusters Score -1.269871e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 65254 members 
Entering Unmasked Estep 
Score: -12698727.000000 Penalty: 3735.605713
	Iteration 155Q: 3 clusters Score -1.269873e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 65225 members 
Entering Unmasked Estep 
Score: -12698725.000000 Penalty: 3735.605713
	Iteration 156Q: 3 clusters Score -1.269872e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -12698708.000000 Penalty: 3735.605713
	Iteration 157Q: 3 clusters Score -1.269871e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 65173 members 
Entering Unmasked Estep 
Score: -12698721.000000 Penalty: 3735.605713
	Iteration 158Q: 3 clusters Score -1.269872e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 65122 members 
Entering Unmasked Estep 
Score: -12698682.000000 Penalty: 3735.605713
	Iteration 159Q: 3 clusters Score -1.269868e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -12698647.000000 Penalty: 3735.605713
	Iteration 160F: 3 clusters Score -1.269865e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 65019 members 
Entering Unmasked Estep 
Score: -12698644.000000 Penalty: 3735.605713
	Iteration 161Q: 3 clusters Score -1.269864e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 64991 members 
Entering Unmasked Estep 
Score: -12698639.000000 Penalty: 3735.605713
	Iteration 162Q: 3 clusters Score -1.269864e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 64953 members 
Entering Unmasked Estep 
Score: -12698574.000000 Penalty: 3735.605713
	Iteration 163Q: 3 clusters Score -1.269857e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 64915 members 
Entering Unmasked Estep 
Score: -12698556.000000 Penalty: 3735.605713
	Iteration 164Q: 3 clusters Score -1.269856e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -12698549.000000 Penalty: 3735.605713
	Iteration 165Q: 3 clusters Score -1.269855e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -12698554.000000 Penalty: 3735.605713
	Iteration 166Q: 3 clusters Score -1.269855e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 64893 members 
Entering Unmasked Estep 
Score: -12698542.000000 Penalty: 3735.605713
	Iteration 167Q: 3 clusters Score -1.269854e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 64905 members 
Entering Unmasked Estep 
Score: -12698514.000000 Penalty: 3735.605713
	Iteration 168Q: 3 clusters Score -1.269851e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 64925 members 
Entering Unmasked Estep 
Score: -12698518.000000 Penalty: 3735.605713
	Iteration 169Q: 3 clusters Score -1.269852e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 64932 members 
Entering Unmasked Estep 
Score: -12698510.000000 Penalty: 3735.605713
	Iteration 170Q: 3 clusters Score -1.269851e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 64931 members 
Entering Unmasked Estep 
Score: -12698491.000000 Penalty: 3735.605713
	Iteration 171Q: 3 clusters Score -1.269849e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 64917 members 
Entering Unmasked Estep 
Score: -12698466.000000 Penalty: 3735.605713
	Iteration 172Q: 3 clusters Score -1.269847e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -12698432.000000 Penalty: 3735.605713
	Iteration 173Q: 3 clusters Score -1.269843e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 64867 members 
Entering Unmasked Estep 
Score: -12698422.000000 Penalty: 3735.605713
	Iteration 174Q: 3 clusters Score -1.269842e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 64855 members 
Entering Unmasked Estep 
Score: -12698414.000000 Penalty: 3735.605713
	Iteration 175Q: 3 clusters Score -1.269841e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 64820 members 
Entering Unmasked Estep 
Score: -12698386.000000 Penalty: 3735.605713
	Iteration 176Q: 3 clusters Score -1.269839e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -12698416.000000 Penalty: 3735.605713
	Iteration 177Q: 3 clusters Score -1.269842e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 64736 members 
Entering Unmasked Estep 
Score: -12698426.000000 Penalty: 3735.605713
	Iteration 178Q: 3 clusters Score -1.269843e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 64654 members 
Entering Unmasked Estep 
Score: -12698424.000000 Penalty: 3735.605713
	Iteration 179Q: 3 clusters Score -1.269842e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -12698440.000000 Penalty: 3735.605713
	Iteration 180F: 3 clusters Score -1.269844e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 64559 members 
Entering Unmasked Estep 
Score: -12698424.000000 Penalty: 3735.605713
	Iteration 181Q: 3 clusters Score -1.269842e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 64530 members 
Entering Unmasked Estep 
Score: -12698409.000000 Penalty: 3735.605713
	Iteration 182Q: 3 clusters Score -1.269841e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 64485 members 
Entering Unmasked Estep 
Score: -12698354.000000 Penalty: 3735.605713
	Iteration 183Q: 3 clusters Score -1.269835e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 64425 members 
Entering Unmasked Estep 
Score: -12698351.000000 Penalty: 3735.605713
	Iteration 184Q: 3 clusters Score -1.269835e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -12698350.000000 Penalty: 3735.605713
	Iteration 185Q: 3 clusters Score -1.269835e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 64224 members 
Entering Unmasked Estep 
Score: -12698339.000000 Penalty: 3735.605713
	Iteration 186Q: 3 clusters Score -1.269834e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 64091 members 
Entering Unmasked Estep 
Score: -12698379.000000 Penalty: 3735.605713
	Iteration 187Q: 3 clusters Score -1.269838e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -12698369.000000 Penalty: 3735.605713
	Iteration 188Q: 3 clusters Score -1.269837e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 63904 members 
Entering Unmasked Estep 
Score: -12698315.000000 Penalty: 3735.605713
	Iteration 189Q: 3 clusters Score -1.269832e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 63792 members 
Entering Unmasked Estep 
Score: -12698301.000000 Penalty: 3735.605713
	Iteration 190Q: 3 clusters Score -1.26983e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
Score: -12698320.000000 Penalty: 3735.605713
	Iteration 191Q: 3 clusters Score -1.269832e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 63633 members 
Entering Unmasked Estep 
Score: -12698311.000000 Penalty: 3735.605713
	Iteration 192Q: 3 clusters Score -1.269831e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 63575 members 
Entering Unmasked Estep 
Score: -12698299.000000 Penalty: 3735.605713
	Iteration 193Q: 3 clusters Score -1.26983e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -12698311.000000 Penalty: 3735.605713
	Iteration 194Q: 3 clusters Score -1.269831e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -12698325.000000 Penalty: 3735.605713
	Iteration 195Q: 3 clusters Score -1.269832e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 63243 members 
Entering Unmasked Estep 
Score: -12698331.000000 Penalty: 3735.605713
	Iteration 196Q: 3 clusters Score -1.269833e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 63055 members 
Entering Unmasked Estep 
Score: -12698366.000000 Penalty: 3735.605713
	Iteration 197Q: 3 clusters Score -1.269837e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -12698355.000000 Penalty: 3735.605713
	Iteration 198Q: 3 clusters Score -1.269836e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 62700 members 
Entering Unmasked Estep 
Score: -12698408.000000 Penalty: 3735.605713
	Iteration 199Q: 3 clusters Score -1.269841e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 62507 members 
Entering Unmasked Estep 
Score: -12698453.000000 Penalty: 3735.605713
	Iteration 200F: 3 clusters Score -1.269845e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 62268 members 
Entering Unmasked Estep 
Score: -12698436.000000 Penalty: 3735.605713
	Iteration 201Q: 3 clusters Score -1.269844e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 62046 members 
Entering Unmasked Estep 
Score: -12698465.000000 Penalty: 3735.605713
	Iteration 202Q: 3 clusters Score -1.269846e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 61885 members 
Entering Unmasked Estep 
Score: -12698516.000000 Penalty: 3735.605713
	Iteration 203Q: 3 clusters Score -1.269852e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -12698565.000000 Penalty: 3735.605713
	Iteration 204Q: 3 clusters Score -1.269856e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 61469 members 
Entering Unmasked Estep 
Score: -12698606.000000 Penalty: 3735.605713
	Iteration 205Q: 3 clusters Score -1.269861e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 61279 members 
Entering Unmasked Estep 
Score: -12698651.000000 Penalty: 3735.605713
	Iteration 206Q: 3 clusters Score -1.269865e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -12698723.000000 Penalty: 3735.605713
	Iteration 207Q: 3 clusters Score -1.269872e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -12698686.000000 Penalty: 3735.605713
	Iteration 208Q: 3 clusters Score -1.269869e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -12698735.000000 Penalty: 3735.605713
	Iteration 209Q: 3 clusters Score -1.269874e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 60584 members 
Entering Unmasked Estep 
Score: -12698772.000000 Penalty: 3735.605713
	Iteration 210Q: 3 clusters Score -1.269877e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 60403 members 
Entering Unmasked Estep 
Score: -12698842.000000 Penalty: 3735.605713
	Iteration 211Q: 3 clusters Score -1.269884e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 60258 members 
Entering Unmasked Estep 
Score: -12698905.000000 Penalty: 3735.605713
	Iteration 212Q: 3 clusters Score -1.26989e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
Score: -12698977.000000 Penalty: 3735.605713
	Iteration 213Q: 3 clusters Score -1.269898e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -12699098.000000 Penalty: 3735.605713
	Iteration 214Q: 3 clusters Score -1.26991e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 59922 members 
Entering Unmasked Estep 
Score: -12699270.000000 Penalty: 3735.605713
	Iteration 215Q: 3 clusters Score -1.269927e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -12699361.000000 Penalty: 3735.605713
	Iteration 216Q: 3 clusters Score -1.269936e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 59666 members 
Entering Unmasked Estep 
Score: -12699459.000000 Penalty: 3735.605713
	Iteration 217Q: 3 clusters Score -1.269946e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 59541 members 
Entering Unmasked Estep 
Score: -12699604.000000 Penalty: 3735.605713
	Iteration 218Q: 3 clusters Score -1.26996e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 59411 members 
Entering Unmasked Estep 
Score: -12699721.000000 Penalty: 3735.605713
	Iteration 219Q: 3 clusters Score -1.269972e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 59288 members 
Entering Unmasked Estep 
Score: -12699848.000000 Penalty: 3735.605713
	Iteration 220F: 3 clusters Score -1.269985e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 59219 members 
Entering Unmasked Estep 
Score: -12700013.000000 Penalty: 3735.605713
	Iteration 221Q: 3 clusters Score -1.270001e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 59159 members 
Entering Unmasked Estep 
Score: -12700101.000000 Penalty: 3735.605713
	Iteration 222Q: 3 clusters Score -1.27001e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 59142 members 
Entering Unmasked Estep 
Score: -12700171.000000 Penalty: 3735.605713
	Iteration 223Q: 3 clusters Score -1.270017e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -12700198.000000 Penalty: 3735.605713
	Iteration 224Q: 3 clusters Score -1.27002e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 59225 members 
Entering Unmasked Estep 
Score: -12700194.000000 Penalty: 3735.605713
	Iteration 225Q: 3 clusters Score -1.270019e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 59330 members 
Entering Unmasked Estep 
Score: -12700240.000000 Penalty: 3735.605713
	Iteration 226Q: 3 clusters Score -1.270024e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 59426 members 
Entering Unmasked Estep 
Score: -12700283.000000 Penalty: 3735.605713
	Iteration 227Q: 3 clusters Score -1.270028e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 59527 members 
Entering Unmasked Estep 
Score: -12700293.000000 Penalty: 3735.605713
	Iteration 228Q: 3 clusters Score -1.270029e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 59629 members 
Entering Unmasked Estep 
Score: -12700322.000000 Penalty: 3735.605713
	Iteration 229Q: 3 clusters Score -1.270032e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 59752 members 
Entering Unmasked Estep 
Score: -12700292.000000 Penalty: 3735.605713
	Iteration 230Q: 3 clusters Score -1.270029e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -12700274.000000 Penalty: 3735.605713
	Iteration 231Q: 3 clusters Score -1.270027e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 59922 members 
Entering Unmasked Estep 
Score: -12700324.000000 Penalty: 3735.605713
	Iteration 232Q: 3 clusters Score -1.270032e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 59983 members 
Entering Unmasked Estep 
Score: -12700298.000000 Penalty: 3735.605713
	Iteration 233Q: 3 clusters Score -1.27003e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 60044 members 
Entering Unmasked Estep 
Score: -12700338.000000 Penalty: 3735.605713
	Iteration 234Q: 3 clusters Score -1.270034e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 60109 members 
Entering Unmasked Estep 
Score: -12700353.000000 Penalty: 3735.605713
	Iteration 235Q: 3 clusters Score -1.270035e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 60188 members 
Entering Unmasked Estep 
Score: -12700390.000000 Penalty: 3735.605713
	Iteration 236Q: 3 clusters Score -1.270039e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 60259 members 
Entering Unmasked Estep 
Score: -12700384.000000 Penalty: 3735.605713
	Iteration 237Q: 3 clusters Score -1.270038e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 60308 members 
Entering Unmasked Estep 
Score: -12700356.000000 Penalty: 3735.605713
	Iteration 238Q: 3 clusters Score -1.270036e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -12700390.000000 Penalty: 3735.605713
	Iteration 239Q: 3 clusters Score -1.270039e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 60381 members 
Entering Unmasked Estep 
Score: -12700403.000000 Penalty: 3735.605713
	Iteration 240F: 3 clusters Score -1.27004e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 60415 members 
Entering Unmasked Estep 
Score: -12700411.000000 Penalty: 3735.605713
	Iteration 241Q: 3 clusters Score -1.270041e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 60461 members 
Entering Unmasked Estep 
Score: -12700383.000000 Penalty: 3735.605713
	Iteration 242Q: 3 clusters Score -1.270038e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 60482 members 
Entering Unmasked Estep 
Score: -12700386.000000 Penalty: 3735.605713
	Iteration 243Q: 3 clusters Score -1.270039e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -12700416.000000 Penalty: 3735.605713
	Iteration 244Q: 3 clusters Score -1.270042e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 60508 members 
Entering Unmasked Estep 
Score: -12700436.000000 Penalty: 3735.605713
	Iteration 245Q: 3 clusters Score -1.270044e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 60514 members 
Entering Unmasked Estep 
Score: -12700429.000000 Penalty: 3735.605713
	Iteration 246Q: 3 clusters Score -1.270043e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 60532 members 
Entering Unmasked Estep 
Score: -12700413.000000 Penalty: 3735.605713
	Iteration 247Q: 3 clusters Score -1.270041e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 60535 members 
Entering Unmasked Estep 
Score: -12700411.000000 Penalty: 3735.605713
	Iteration 248Q: 3 clusters Score -1.270041e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 60531 members 
Entering Unmasked Estep 
Score: -12700418.000000 Penalty: 3735.605713
	Iteration 249Q: 3 clusters Score -1.270042e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -12700441.000000 Penalty: 3735.605713
	Iteration 250Q: 3 clusters Score -1.270044e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -12700447.000000 Penalty: 3735.605713
	Iteration 251Q: 3 clusters Score -1.270045e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 60513 members 
Entering Unmasked Estep 
Score: -12700443.000000 Penalty: 3735.605713
	Iteration 252Q: 3 clusters Score -1.270044e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 60519 members 
Entering Unmasked Estep 
Score: -12700462.000000 Penalty: 3735.605713
	Iteration 253Q: 3 clusters Score -1.270046e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -12700451.000000 Penalty: 3735.605713
	Iteration 254Q: 3 clusters Score -1.270045e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -12700452.000000 Penalty: 3735.605713
	Iteration 255Q: 3 clusters Score -1.270045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -12700454.000000 Penalty: 3735.605713
	Iteration 256Q: 3 clusters Score -1.270045e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 60517 members 
Entering Unmasked Estep 
Score: -12700453.000000 Penalty: 3735.605713
	Iteration 257Q: 3 clusters Score -1.270045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 60515 members 
Entering Unmasked Estep 
Score: -12700462.000000 Penalty: 3735.605713
	Iteration 258Q: 3 clusters Score -1.270046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 60514 members 
Entering Unmasked Estep 
Score: -12700477.000000 Penalty: 3735.605713
	Iteration 259Q: 3 clusters Score -1.270048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -12700471.000000 Penalty: 3735.605713
	Iteration 260F: 3 clusters Score -1.270047e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 60512 members 
Entering Unmasked Estep 
Score: -12700475.000000 Penalty: 3735.605713
	Iteration 261Q: 3 clusters Score -1.270048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 60514 members 
Entering Unmasked Estep 
Score: -12700469.000000 Penalty: 3735.605713
	Iteration 262Q: 3 clusters Score -1.270047e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 60512 members 
Entering Unmasked Estep 
Score: -12700474.000000 Penalty: 3735.605713
	Iteration 263Q: 3 clusters Score -1.270047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 60512 members 
Entering Unmasked Estep 
Score: -12700481.000000 Penalty: 3735.605713
	Iteration 264Q: 3 clusters Score -1.270048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -12700487.000000 Penalty: 3735.605713
	Iteration 265Q: 3 clusters Score -1.270049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -12700483.000000 Penalty: 3735.605713
	Iteration 266Q: 3 clusters Score -1.270048e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 60490 members 
Entering Unmasked Estep 
Score: -12700491.000000 Penalty: 3735.605713
	Iteration 267Q: 3 clusters Score -1.270049e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 60482 members 
Entering Unmasked Estep 
Score: -12700488.000000 Penalty: 3735.605713
	Iteration 268Q: 3 clusters Score -1.270049e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 60472 members 
Entering Unmasked Estep 
Score: -12700500.000000 Penalty: 3735.605713
	Iteration 269Q: 3 clusters Score -1.27005e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -12700497.000000 Penalty: 3735.605713
	Iteration 270Q: 3 clusters Score -1.27005e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 60447 members 
Entering Unmasked Estep 
Score: -12700512.000000 Penalty: 3735.605713
	Iteration 271Q: 3 clusters Score -1.270051e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 60441 members 
Entering Unmasked Estep 
Score: -12700494.000000 Penalty: 3735.605713
	Iteration 272Q: 3 clusters Score -1.270049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 60435 members 
Entering Unmasked Estep 
Score: -12700487.000000 Penalty: 3735.605713
	Iteration 273Q: 3 clusters Score -1.270049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 60434 members 
Entering Unmasked Estep 
Score: -12700485.000000 Penalty: 3735.605713
	Iteration 274Q: 3 clusters Score -1.270048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 60434 members 
Entering Unmasked Estep 
Score: -12700491.000000 Penalty: 3735.605713
	Iteration 275Q: 3 clusters Score -1.270049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
Score: -12700492.000000 Penalty: 3735.605713
	Iteration 276Q: 3 clusters Score -1.270049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 60440 members 
Entering Unmasked Estep 
Score: -12700498.000000 Penalty: 3735.605713
	Iteration 277Q: 3 clusters Score -1.27005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -12700498.000000 Penalty: 3735.605713
	Iteration 278Q: 3 clusters Score -1.27005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 60448 members 
Entering Unmasked Estep 
Score: -12700502.000000 Penalty: 3735.605713
	Iteration 279Q: 3 clusters Score -1.27005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -12700490.000000 Penalty: 3735.605713
	Iteration 280F: 3 clusters Score -1.270049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
Score: -12700478.000000 Penalty: 3735.605713
	Iteration 281Q: 3 clusters Score -1.270048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 60458 members 
Entering Unmasked Estep 
Score: -12700488.000000 Penalty: 3735.605713
	Iteration 282Q: 3 clusters Score -1.270049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 60461 members 
Entering Unmasked Estep 
Score: -12700488.000000 Penalty: 3735.605713
	Iteration 283Q: 3 clusters Score -1.270049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 60463 members 
Entering Unmasked Estep 
Score: -12700485.000000 Penalty: 3735.605713
	Iteration 284Q: 3 clusters Score -1.270048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 60463 members 
Entering Unmasked Estep 
Score: -12700472.000000 Penalty: 3735.605713
	Iteration 285Q: 3 clusters Score -1.270047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 60462 members 
Entering Unmasked Estep 
Score: -12700470.000000 Penalty: 3735.605713
	Iteration 286Q: 3 clusters Score -1.270047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 60463 members 
Entering Unmasked Estep 
Score: -12700469.000000 Penalty: 3735.605713
	Iteration 287Q: 3 clusters Score -1.270047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 60463 members 
Entering Unmasked Estep 
Score: -12700469.000000 Penalty: 3735.605713
	Iteration 288F: 3 clusters Score -1.270047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -77458.546875 Penalty: 1065.476440
	Iteration 0F: 2 clusters Score -77458.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -76255.937500 Penalty: 2130.952881
	Iteration 0F: 3 clusters Score -76255.94 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76525.492188 Penalty: 2130.952881
	Iteration 1F: 3 clusters Score -76525.49 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76668.750000 Penalty: 2130.952881
	Iteration 2F: 3 clusters Score -76668.75 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -76786.695312 Penalty: 2130.952881
	Iteration 3F: 3 clusters Score -76786.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -76879.289062 Penalty: 2130.952881
	Iteration 4F: 3 clusters Score -76879.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -76954.226562 Penalty: 2130.952881
	Iteration 5Q: 3 clusters Score -76954.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -77006.867188 Penalty: 2130.952881
	Iteration 6Q: 3 clusters Score -77006.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -77072.562500 Penalty: 2130.952881
	Iteration 7Q: 3 clusters Score -77072.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -77170.039062 Penalty: 2130.952881
	Iteration 8Q: 3 clusters Score -77170.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -77264.421875 Penalty: 2130.952881
	Iteration 9Q: 3 clusters Score -77264.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77312.296875 Penalty: 2130.952881
	Iteration 10Q: 3 clusters Score -77312.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -77343.328125 Penalty: 2130.952881
	Iteration 11Q: 3 clusters Score -77343.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -77364.726562 Penalty: 2130.952881
	Iteration 12Q: 3 clusters Score -77364.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -77381.789062 Penalty: 2130.952881
	Iteration 13Q: 3 clusters Score -77381.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -77392.609375 Penalty: 2130.952881
	Iteration 14Q: 3 clusters Score -77392.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77405.531250 Penalty: 2130.952881
	Iteration 15Q: 3 clusters Score -77405.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -77423.960938 Penalty: 2130.952881
	Iteration 16Q: 3 clusters Score -77423.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -77431.718750 Penalty: 2130.952881
	Iteration 17Q: 3 clusters Score -77431.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -77443.664062 Penalty: 2130.952881
	Iteration 18Q: 3 clusters Score -77443.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -77448.796875 Penalty: 2130.952881
	Iteration 19Q: 3 clusters Score -77448.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -77452.000000 Penalty: 2130.952881
	Iteration 20F: 3 clusters Score -77452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77457.171875 Penalty: 2130.952881
	Iteration 21Q: 3 clusters Score -77457.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77457.171875 Penalty: 2130.952881
	Iteration 22F: 3 clusters Score -77457.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Entering Unmasked Estep 
Score: -106625.906250 Penalty: 1142.801392
	Iteration 0F: 2 clusters Score -106625.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -105173.546875 Penalty: 2285.602783
	Iteration 0F: 3 clusters Score -105173.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -105710.203125 Penalty: 2285.602783
	Iteration 1F: 3 clusters Score -105710.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -106016.531250 Penalty: 2285.602783
	Iteration 2F: 3 clusters Score -106016.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -106366.335938 Penalty: 2285.602783
	Iteration 3F: 3 clusters Score -106366.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -106806.781250 Penalty: 2285.602783
	Iteration 4F: 3 clusters Score -106806.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -107130.968750 Penalty: 2285.602783
	Iteration 5F: 3 clusters Score -107131 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -107337.476562 Penalty: 2285.602783
	Iteration 6Q: 3 clusters Score -107337.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -107443.078125 Penalty: 2285.602783
	Iteration 7Q: 3 clusters Score -107443.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -107502.359375 Penalty: 2285.602783
	Iteration 8Q: 3 clusters Score -107502.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -107567.585938 Penalty: 2285.602783
	Iteration 9Q: 3 clusters Score -107567.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -107610.390625 Penalty: 2285.602783
	Iteration 10Q: 3 clusters Score -107610.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -107639.320312 Penalty: 2285.602783
	Iteration 11Q: 3 clusters Score -107639.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -107655.671875 Penalty: 2285.602783
	Iteration 12Q: 3 clusters Score -107655.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -107664.281250 Penalty: 2285.602783
	Iteration 13Q: 3 clusters Score -107664.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -107669.992188 Penalty: 2285.602783
	Iteration 14Q: 3 clusters Score -107670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -107680.023438 Penalty: 2285.602783
	Iteration 15Q: 3 clusters Score -107680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -107688.242188 Penalty: 2285.602783
	Iteration 16Q: 3 clusters Score -107688.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -107693.242188 Penalty: 2285.602783
	Iteration 17Q: 3 clusters Score -107693.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -107694.921875 Penalty: 2285.602783
	Iteration 18Q: 3 clusters Score -107694.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -107695.156250 Penalty: 2285.602783
	Iteration 19Q: 3 clusters Score -107695.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -107714.109375 Penalty: 2285.602783
	Iteration 20F: 3 clusters Score -107714.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -107744.054688 Penalty: 2285.602783
	Iteration 21Q: 3 clusters Score -107744.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -107749.109375 Penalty: 2285.602783
	Iteration 22Q: 3 clusters Score -107749.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -107753.242188 Penalty: 2285.602783
	Iteration 23Q: 3 clusters Score -107753.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -107757.156250 Penalty: 2285.602783
	Iteration 24Q: 3 clusters Score -107757.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -107759.500000 Penalty: 2285.602783
	Iteration 25Q: 3 clusters Score -107759.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -107761.015625 Penalty: 2285.602783
	Iteration 26Q: 3 clusters Score -107761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -107762.265625 Penalty: 2285.602783
	Iteration 27Q: 3 clusters Score -107762.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -107765.398438 Penalty: 2285.602783
	Iteration 28Q: 3 clusters Score -107765.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -107775.617188 Penalty: 2285.602783
	Iteration 29Q: 3 clusters Score -107775.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -107781.453125 Penalty: 2285.602783
	Iteration 30Q: 3 clusters Score -107781.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -107799.976562 Penalty: 2285.602783
	Iteration 31Q: 3 clusters Score -107800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -107811.359375 Penalty: 2285.602783
	Iteration 32Q: 3 clusters Score -107811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -107815.203125 Penalty: 2285.602783
	Iteration 33Q: 3 clusters Score -107815.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -107828.437500 Penalty: 2285.602783
	Iteration 34Q: 3 clusters Score -107828.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -107838.132812 Penalty: 2285.602783
	Iteration 35Q: 3 clusters Score -107838.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -107854.578125 Penalty: 2285.602783
	Iteration 36Q: 3 clusters Score -107854.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -107861.015625 Penalty: 2285.602783
	Iteration 37Q: 3 clusters Score -107861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -107880.320312 Penalty: 2285.602783
	Iteration 38Q: 3 clusters Score -107880.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -107891.679688 Penalty: 2285.602783
	Iteration 39Q: 3 clusters Score -107891.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -107923.726562 Penalty: 2285.602783
	Iteration 40F: 3 clusters Score -107923.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -107955.468750 Penalty: 2285.602783
	Iteration 41Q: 3 clusters Score -107955.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -107969.304688 Penalty: 2285.602783
	Iteration 42Q: 3 clusters Score -107969.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -107981.882812 Penalty: 2285.602783
	Iteration 43Q: 3 clusters Score -107981.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -107983.062500 Penalty: 2285.602783
	Iteration 44Q: 3 clusters Score -107983.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -107983.687500 Penalty: 2285.602783
	Iteration 45Q: 3 clusters Score -107983.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -107983.687500 Penalty: 2285.602783
	Iteration 46F: 3 clusters Score -107983.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 12469 members 
Mstep: Class 3 contains 553 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 7 contains 116015 members 
Mstep: Class 10 contains 1172 members 
Mstep: Class 11 contains 22736 members 
Mstep: Class 12 contains 8726 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 16 contains 46829 members 
Mstep: Class 17 contains 76112 members 
Mstep: Class 18 contains 98142 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 580 members 
Entering Unmasked Estep 
Score: -53970516.000000 Penalty: 31573.416016
Splitting cluster 21 changes total score from -53964888.000000 to -53970516.000000
So it's getting split into cluster 3.
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 2 contains 12469 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 462 members 
Mstep: Class 7 contains 116015 members 
Mstep: Class 10 contains 1172 members 
Mstep: Class 11 contains 22736 members 
Mstep: Class 12 contains 8726 members 
Mstep: Class 13 contains 991 members 
Mstep: Class 16 contains 46829 members 
Mstep: Class 17 contains 76112 members 
Mstep: Class 18 contains 98142 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53982092.000000 Penalty: 31573.416016
Iteration 39Q: 16 clusters Score -5.398209e+07 nChanged 22356
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 12966 members 
Mstep: Class 3 contains 544 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 467 members 
Mstep: Class 7 contains 114750 members 
Mstep: Class 10 contains 1139 members 
Mstep: Class 11 contains 22829 members 
Mstep: Class 12 contains 8610 members 
Mstep: Class 13 contains 1053 members 
Mstep: Class 16 contains 57166 members 
Mstep: Class 17 contains 74525 members 
Mstep: Class 18 contains 94284 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53991368.000000 Penalty: 31573.416016
Iteration 40F: 16 clusters Score -5.399137e+07 nChanged 18564
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 13398 members 
Mstep: Class 3 contains 568 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 461 members 
Mstep: Class 7 contains 111957 members 
Mstep: Class 10 contains 1126 members 
Mstep: Class 11 contains 23374 members 
Mstep: Class 12 contains 8427 members 
Mstep: Class 13 contains 1137 members 
Mstep: Class 16 contains 65737 members 
Mstep: Class 17 contains 72101 members 
Mstep: Class 18 contains 89629 members 
Mstep: Class 20 contains 697 members 
Mstep: Class 21 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53991744.000000 Penalty: 31573.416016
Iteration 41Q: 16 clusters Score -5.399174e+07 nChanged 15514
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 13918 members 
Mstep: Class 3 contains 577 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 454 members 
Mstep: Class 7 contains 109345 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 23960 members 
Mstep: Class 12 contains 8305 members 
Mstep: Class 13 contains 1234 members 
Mstep: Class 16 contains 71897 members 
Mstep: Class 17 contains 70428 members 
Mstep: Class 18 contains 85426 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53990484.000000 Penalty: 31573.416016
Iteration 42Q: 16 clusters Score -5.399048e+07 nChanged 12630
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 14427 members 
Mstep: Class 3 contains 579 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 7 contains 107080 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 24614 members 
Mstep: Class 12 contains 8278 members 
Mstep: Class 13 contains 1348 members 
Mstep: Class 16 contains 75825 members 
Mstep: Class 17 contains 69481 members 
Mstep: Class 18 contains 81928 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53990056.000000 Penalty: 31573.416016
Iteration 43Q: 16 clusters Score -5.399006e+07 nChanged 10830
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 14856 members 
Mstep: Class 3 contains 582 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 7 contains 105021 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 25293 members 
Mstep: Class 12 contains 8317 members 
Mstep: Class 13 contains 1458 members 
Mstep: Class 16 contains 78469 members 
Mstep: Class 17 contains 68921 members 
Mstep: Class 18 contains 78938 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53990576.000000 Penalty: 31573.416016
Iteration 44Q: 16 clusters Score -5.399058e+07 nChanged 9708
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 15255 members 
Mstep: Class 3 contains 582 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 7 contains 103026 members 
Mstep: Class 10 contains 1119 members 
Mstep: Class 11 contains 25890 members 
Mstep: Class 12 contains 8399 members 
Mstep: Class 13 contains 1556 members 
Mstep: Class 16 contains 80566 members 
Mstep: Class 17 contains 68696 members 
Mstep: Class 18 contains 76223 members 
Mstep: Class 20 contains 691 members 
Mstep: Class 21 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53991548.000000 Penalty: 31573.416016
Iteration 45Q: 16 clusters Score -5.399155e+07 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 15603 members 
Mstep: Class 3 contains 582 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 7 contains 100914 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 11 contains 26435 members 
Mstep: Class 12 contains 8460 members 
Mstep: Class 13 contains 1647 members 
Mstep: Class 16 contains 82367 members 
Mstep: Class 17 contains 68614 members 
Mstep: Class 18 contains 73901 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53992276.000000 Penalty: 31573.416016
Iteration 46Q: 16 clusters Score -5.399228e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 15905 members 
Mstep: Class 3 contains 582 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 7 contains 98886 members 
Mstep: Class 10 contains 1115 members 
Mstep: Class 11 contains 26867 members 
Mstep: Class 12 contains 8543 members 
Mstep: Class 13 contains 1729 members 
Mstep: Class 16 contains 83958 members 
Mstep: Class 17 contains 68517 members 
Mstep: Class 18 contains 71752 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53993340.000000 Penalty: 31573.416016
Iteration 47Q: 16 clusters Score -5.399334e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 16204 members 
Mstep: Class 3 contains 582 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 7 contains 97284 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 27214 members 
Mstep: Class 12 contains 8636 members 
Mstep: Class 13 contains 1809 members 
Mstep: Class 16 contains 85204 members 
Mstep: Class 17 contains 68295 members 
Mstep: Class 18 contains 69732 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53993624.000000 Penalty: 31573.416016
Iteration 48Q: 16 clusters Score -5.399362e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 16548 members 
Mstep: Class 3 contains 583 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 7 contains 95819 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 27475 members 
Mstep: Class 12 contains 8734 members 
Mstep: Class 13 contains 1882 members 
Mstep: Class 16 contains 86392 members 
Mstep: Class 17 contains 67989 members 
Mstep: Class 18 contains 67925 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53993956.000000 Penalty: 31573.416016
Iteration 49Q: 16 clusters Score -5.399396e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 16848 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 7 contains 94471 members 
Mstep: Class 10 contains 1113 members 
Mstep: Class 11 contains 27657 members 
Mstep: Class 12 contains 8847 members 
Mstep: Class 13 contains 1970 members 
Mstep: Class 16 contains 87268 members 
Mstep: Class 17 contains 67694 members 
Mstep: Class 18 contains 66425 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53994136.000000 Penalty: 31573.416016
Iteration 50Q: 16 clusters Score -5.399414e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 17089 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 7 contains 93289 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 27804 members 
Mstep: Class 12 contains 8964 members 
Mstep: Class 13 contains 2064 members 
Mstep: Class 16 contains 87984 members 
Mstep: Class 17 contains 67441 members 
Mstep: Class 18 contains 65131 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53994548.000000 Penalty: 31573.416016
Iteration 51Q: 16 clusters Score -5.399455e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 17324 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 7 contains 92158 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 27866 members 
Mstep: Class 12 contains 9131 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 16 contains 88507 members 
Mstep: Class 17 contains 67145 members 
Mstep: Class 18 contains 64062 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53994664.000000 Penalty: 31573.416016
Iteration 52Q: 16 clusters Score -5.399466e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 51303 members 
Mstep: Class 2 contains 17594 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 7 contains 91110 members 
Mstep: Class 10 contains 1111 members 
Mstep: Class 11 contains 27907 members 
Mstep: Class 12 contains 9269 members 
Mstep: Class 13 contains 2201 members 
Mstep: Class 16 contains 88907 members 
Mstep: Class 17 contains 66862 members 
Mstep: Class 18 contains 63134 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53995224.000000 Penalty: 31573.416016
Iteration 53Q: 16 clusters Score -5.399522e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 52563 members 
Mstep: Class 2 contains 17829 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 7 contains 90227 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 27910 members 
Mstep: Class 12 contains 9356 members 
Mstep: Class 13 contains 2259 members 
Mstep: Class 16 contains 89155 members 
Mstep: Class 17 contains 66640 members 
Mstep: Class 18 contains 62347 members 
Mstep: Class 20 contains 697 members 
Mstep: Class 21 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53995760.000000 Penalty: 31573.416016
Iteration 54Q: 16 clusters Score -5.399576e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 18048 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 7 contains 89410 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 27908 members 
Mstep: Class 12 contains 9469 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 16 contains 89268 members 
Mstep: Class 17 contains 66446 members 
Mstep: Class 18 contains 61705 members 
Mstep: Class 20 contains 697 members 
Mstep: Class 21 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53996328.000000 Penalty: 31573.416016
Iteration 55Q: 16 clusters Score -5.399633e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 54767 members 
Mstep: Class 2 contains 18239 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 7 contains 88678 members 
Mstep: Class 10 contains 1108 members 
Mstep: Class 11 contains 27901 members 
Mstep: Class 12 contains 9553 members 
Mstep: Class 13 contains 2389 members 
Mstep: Class 16 contains 89310 members 
Mstep: Class 17 contains 66254 members 
Mstep: Class 18 contains 61197 members 
Mstep: Class 20 contains 697 members 
Mstep: Class 21 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53996972.000000 Penalty: 31573.416016
Iteration 56Q: 16 clusters Score -5.399697e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 18397 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 7 contains 88054 members 
Mstep: Class 10 contains 1108 members 
Mstep: Class 11 contains 27890 members 
Mstep: Class 12 contains 9655 members 
Mstep: Class 13 contains 2460 members 
Mstep: Class 16 contains 89262 members 
Mstep: Class 17 contains 66071 members 
Mstep: Class 18 contains 60731 members 
Mstep: Class 20 contains 697 members 
Mstep: Class 21 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53997268.000000 Penalty: 31573.416016
Iteration 57Q: 16 clusters Score -5.399727e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 56784 members 
Mstep: Class 2 contains 18535 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 7 contains 87487 members 
Mstep: Class 10 contains 1105 members 
Mstep: Class 11 contains 27854 members 
Mstep: Class 12 contains 9784 members 
Mstep: Class 13 contains 2528 members 
Mstep: Class 16 contains 89072 members 
Mstep: Class 17 contains 65914 members 
Mstep: Class 18 contains 60333 members 
Mstep: Class 20 contains 696 members 
Mstep: Class 21 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53997576.000000 Penalty: 31573.416016
Iteration 58Q: 16 clusters Score -5.399758e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 18664 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 7 contains 86991 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 27803 members 
Mstep: Class 12 contains 9917 members 
Mstep: Class 13 contains 2580 members 
Mstep: Class 16 contains 88859 members 
Mstep: Class 17 contains 65746 members 
Mstep: Class 18 contains 60060 members 
Mstep: Class 20 contains 696 members 
Mstep: Class 21 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53997684.000000 Penalty: 31573.416016
Iteration 59Q: 16 clusters Score -5.399768e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 18773 members 
Mstep: Class 3 contains 584 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 7 contains 86616 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 27753 members 
Mstep: Class 12 contains 10033 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 16 contains 88567 members 
Mstep: Class 17 contains 65613 members 
Mstep: Class 18 contains 59726 members 
Mstep: Class 20 contains 697 members 
Mstep: Class 21 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53998164.000000 Penalty: 31573.416016
Iteration 60F: 16 clusters Score -5.399816e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 18863 members 
Mstep: Class 3 contains 585 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 455 members 
Mstep: Class 7 contains 86256 members 
Mstep: Class 10 contains 1099 members 
Mstep: Class 11 contains 27689 members 
Mstep: Class 12 contains 10164 members 
Mstep: Class 13 contains 2673 members 
Mstep: Class 16 contains 88551 members 
Mstep: Class 17 contains 65432 members 
Mstep: Class 18 contains 59266 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53998192.000000 Penalty: 31573.416016
Iteration 61Q: 16 clusters Score -5.399819e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 60137 members 
Mstep: Class 2 contains 18958 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 454 members 
Mstep: Class 7 contains 85951 members 
Mstep: Class 10 contains 1096 members 
Mstep: Class 11 contains 27630 members 
Mstep: Class 12 contains 10297 members 
Mstep: Class 13 contains 2711 members 
Mstep: Class 16 contains 88413 members 
Mstep: Class 17 contains 65321 members 
Mstep: Class 18 contains 58879 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53998584.000000 Penalty: 31573.416016
Iteration 62Q: 16 clusters Score -5.399858e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 19029 members 
Mstep: Class 3 contains 585 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 7 contains 85688 members 
Mstep: Class 10 contains 1095 members 
Mstep: Class 11 contains 27567 members 
Mstep: Class 12 contains 10415 members 
Mstep: Class 13 contains 2758 members 
Mstep: Class 16 contains 88212 members 
Mstep: Class 17 contains 65241 members 
Mstep: Class 18 contains 58529 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53998924.000000 Penalty: 31573.416016
Iteration 63Q: 16 clusters Score -5.399892e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 19092 members 
Mstep: Class 3 contains 585 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 452 members 
Mstep: Class 7 contains 85441 members 
Mstep: Class 10 contains 1093 members 
Mstep: Class 11 contains 27480 members 
Mstep: Class 12 contains 10504 members 
Mstep: Class 13 contains 2811 members 
Mstep: Class 16 contains 88031 members 
Mstep: Class 17 contains 65142 members 
Mstep: Class 18 contains 58222 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53999020.000000 Penalty: 31573.416016
Iteration 64Q: 16 clusters Score -5.399902e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 62350 members 
Mstep: Class 2 contains 19135 members 
Mstep: Class 3 contains 586 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 85213 members 
Mstep: Class 10 contains 1091 members 
Mstep: Class 11 contains 27410 members 
Mstep: Class 12 contains 10593 members 
Mstep: Class 13 contains 2860 members 
Mstep: Class 16 contains 87808 members 
Mstep: Class 17 contains 65063 members 
Mstep: Class 18 contains 57869 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53999232.000000 Penalty: 31573.416016
Iteration 65Q: 16 clusters Score -5.399923e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 63149 members 
Mstep: Class 2 contains 19167 members 
Mstep: Class 3 contains 585 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 7 contains 85011 members 
Mstep: Class 10 contains 1092 members 
Mstep: Class 11 contains 27343 members 
Mstep: Class 12 contains 10680 members 
Mstep: Class 13 contains 2912 members 
Mstep: Class 16 contains 87524 members 
Mstep: Class 17 contains 65000 members 
Mstep: Class 18 contains 57513 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53999404.000000 Penalty: 31573.416016
Iteration 66Q: 16 clusters Score -5.39994e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 19205 members 
Mstep: Class 3 contains 587 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 7 contains 84859 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 27306 members 
Mstep: Class 12 contains 10766 members 
Mstep: Class 13 contains 2953 members 
Mstep: Class 16 contains 87108 members 
Mstep: Class 17 contains 64935 members 
Mstep: Class 18 contains 57183 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53999416.000000 Penalty: 31573.416016
Iteration 67Q: 16 clusters Score -5.399942e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 19235 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 7 contains 84742 members 
Mstep: Class 10 contains 1089 members 
Mstep: Class 11 contains 27267 members 
Mstep: Class 12 contains 10827 members 
Mstep: Class 13 contains 2985 members 
Mstep: Class 16 contains 86645 members 
Mstep: Class 17 contains 64871 members 
Mstep: Class 18 contains 56885 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53999512.000000 Penalty: 31573.416016
Iteration 68Q: 16 clusters Score -5.399951e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 65808 members 
Mstep: Class 2 contains 19253 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 7 contains 84654 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 27231 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 13 contains 3029 members 
Mstep: Class 16 contains 86076 members 
Mstep: Class 17 contains 64797 members 
Mstep: Class 18 contains 56574 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53999592.000000 Penalty: 31573.416016
Iteration 69Q: 16 clusters Score -5.399959e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 66844 members 
Mstep: Class 2 contains 19265 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 7 contains 84550 members 
Mstep: Class 10 contains 1089 members 
Mstep: Class 11 contains 27193 members 
Mstep: Class 12 contains 10921 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 16 contains 85494 members 
Mstep: Class 17 contains 64747 members 
Mstep: Class 18 contains 56227 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53999500.000000 Penalty: 31573.416016
Iteration 70Q: 16 clusters Score -5.39995e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 67945 members 
Mstep: Class 2 contains 19291 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 7 contains 84448 members 
Mstep: Class 10 contains 1088 members 
Mstep: Class 11 contains 27164 members 
Mstep: Class 12 contains 10961 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 16 contains 84825 members 
Mstep: Class 17 contains 64710 members 
Mstep: Class 18 contains 55869 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53999404.000000 Penalty: 31573.416016
Iteration 71Q: 16 clusters Score -5.39994e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 69094 members 
Mstep: Class 2 contains 19293 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 7 contains 84335 members 
Mstep: Class 10 contains 1087 members 
Mstep: Class 11 contains 27155 members 
Mstep: Class 12 contains 10995 members 
Mstep: Class 13 contains 3125 members 
Mstep: Class 16 contains 84124 members 
Mstep: Class 17 contains 64667 members 
Mstep: Class 18 contains 55516 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53999536.000000 Penalty: 31573.416016
Iteration 72Q: 16 clusters Score -5.399954e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 70364 members 
Mstep: Class 2 contains 19280 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 7 contains 84213 members 
Mstep: Class 10 contains 1087 members 
Mstep: Class 11 contains 27139 members 
Mstep: Class 12 contains 11032 members 
Mstep: Class 13 contains 3158 members 
Mstep: Class 16 contains 83342 members 
Mstep: Class 17 contains 64649 members 
Mstep: Class 18 contains 55127 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53999504.000000 Penalty: 31573.416016
Iteration 73Q: 16 clusters Score -5.39995e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 71762 members 
Mstep: Class 2 contains 19259 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 7 contains 84118 members 
Mstep: Class 10 contains 1086 members 
Mstep: Class 11 contains 27128 members 
Mstep: Class 12 contains 11057 members 
Mstep: Class 13 contains 3198 members 
Mstep: Class 16 contains 82421 members 
Mstep: Class 17 contains 64636 members 
Mstep: Class 18 contains 54727 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53999608.000000 Penalty: 31573.416016
Iteration 74Q: 16 clusters Score -5.399961e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 73310 members 
Mstep: Class 2 contains 19244 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 7 contains 84015 members 
Mstep: Class 10 contains 1088 members 
Mstep: Class 11 contains 27102 members 
Mstep: Class 12 contains 11078 members 
Mstep: Class 13 contains 3229 members 
Mstep: Class 16 contains 81422 members 
Mstep: Class 17 contains 64602 members 
Mstep: Class 18 contains 54302 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53999712.000000 Penalty: 31573.416016
Iteration 75Q: 16 clusters Score -5.399971e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 75062 members 
Mstep: Class 2 contains 19202 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 7 contains 83865 members 
Mstep: Class 10 contains 1089 members 
Mstep: Class 11 contains 27066 members 
Mstep: Class 12 contains 11102 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 16 contains 80374 members 
Mstep: Class 17 contains 64568 members 
Mstep: Class 18 contains 53807 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54000108.000000 Penalty: 31573.416016
Iteration 76Q: 16 clusters Score -5.400011e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 19156 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 7 contains 83700 members 
Mstep: Class 10 contains 1089 members 
Mstep: Class 11 contains 27011 members 
Mstep: Class 12 contains 11123 members 
Mstep: Class 13 contains 3281 members 
Mstep: Class 16 contains 79262 members 
Mstep: Class 17 contains 64519 members 
Mstep: Class 18 contains 53238 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54000648.000000 Penalty: 31573.416016
Iteration 77Q: 16 clusters Score -5.400065e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 79234 members 
Mstep: Class 2 contains 19103 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 7 contains 83520 members 
Mstep: Class 10 contains 1089 members 
Mstep: Class 11 contains 26949 members 
Mstep: Class 12 contains 11145 members 
Mstep: Class 13 contains 3307 members 
Mstep: Class 16 contains 77992 members 
Mstep: Class 17 contains 64463 members 
Mstep: Class 18 contains 52590 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54001384.000000 Penalty: 31573.416016
Iteration 78Q: 16 clusters Score -5.400138e+07 nChanged 3751
Entering ConstructFrom: 
Score: -54001384.000000 Penalty: 31573.416016
Entering ConstructFrom: 
Trying to split cluster 1 (81806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81806 members 
Entering Unmasked Estep 
Score: -10580116.000000 Penalty: 1838.217285
	Iteration 0F: 2 clusters Score -1.058012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -10525750.000000 Penalty: 3676.434570
	Iteration 0F: 3 clusters Score -1.052575e+07 nChanged 39003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -10549279.000000 Penalty: 3676.434570
	Iteration 1F: 3 clusters Score -1.054928e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -10550331.000000 Penalty: 3676.434570
	Iteration 2Q: 3 clusters Score -1.055033e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -10551926.000000 Penalty: 3676.434570
	Iteration 3Q: 3 clusters Score -1.055193e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -10554384.000000 Penalty: 3676.434570
	Iteration 4F: 3 clusters Score -1.055438e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -10558271.000000 Penalty: 3676.434570
	Iteration 5F: 3 clusters Score -1.055827e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -10563815.000000 Penalty: 3676.434570
	Iteration 6F: 3 clusters Score -1.056382e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72755 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -10569768.000000 Penalty: 3676.434570
	Iteration 7F: 3 clusters Score -1.056977e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -10574119.000000 Penalty: 3676.434570
	Iteration 8F: 3 clusters Score -1.057412e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79702 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -10576575.000000 Penalty: 3676.434570
	Iteration 9Q: 3 clusters Score -1.057658e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80824 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -10577615.000000 Penalty: 3676.434570
	Iteration 10Q: 3 clusters Score -1.057762e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81244 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -10578061.000000 Penalty: 3676.434570
	Iteration 11Q: 3 clusters Score -1.057806e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81422 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10578234.000000 Penalty: 3676.434570
	Iteration 12Q: 3 clusters Score -1.057823e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81487 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -10578345.000000 Penalty: 3676.434570
	Iteration 13Q: 3 clusters Score -1.057834e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81517 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10578358.000000 Penalty: 3676.434570
	Iteration 14Q: 3 clusters Score -1.057836e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81537 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -10578391.000000 Penalty: 3676.434570
	Iteration 15Q: 3 clusters Score -1.057839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81550 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -10578408.000000 Penalty: 3676.434570
	Iteration 16Q: 3 clusters Score -1.057841e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81556 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10578420.000000 Penalty: 3676.434570
	Iteration 17Q: 3 clusters Score -1.057842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81564 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10578435.000000 Penalty: 3676.434570
	Iteration 18Q: 3 clusters Score -1.057844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10578453.000000 Penalty: 3676.434570
	Iteration 19Q: 3 clusters Score -1.057845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81574 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -10578458.000000 Penalty: 3676.434570
	Iteration 20F: 3 clusters Score -1.057846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10578464.000000 Penalty: 3676.434570
	Iteration 21Q: 3 clusters Score -1.057846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10578469.000000 Penalty: 3676.434570
	Iteration 22Q: 3 clusters Score -1.057847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10578471.000000 Penalty: 3676.434570
	Iteration 23Q: 3 clusters Score -1.057847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81583 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10578470.000000 Penalty: 3676.434570
	Iteration 24Q: 3 clusters Score -1.057847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81585 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10578473.000000 Penalty: 3676.434570
	Iteration 25Q: 3 clusters Score -1.057847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81587 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -10578474.000000 Penalty: 3676.434570
	Iteration 26Q: 3 clusters Score -1.057847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81588 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -10578470.000000 Penalty: 3676.434570
	Iteration 27Q: 3 clusters Score -1.057847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81589 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10578470.000000 Penalty: 3676.434570
	Iteration 28Q: 3 clusters Score -1.057847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81590 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -10578485.000000 Penalty: 3676.434570
	Iteration 29Q: 3 clusters Score -1.057848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10578480.000000 Penalty: 3676.434570
	Iteration 30Q: 3 clusters Score -1.057848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10578480.000000 Penalty: 3676.434570
	Iteration 31F: 3 clusters Score -1.057848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Entering Unmasked Estep 
Score: -2425920.750000 Penalty: 1601.408569
	Iteration 0F: 2 clusters Score -2425921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2413049.500000 Penalty: 3202.817139
	Iteration 0F: 3 clusters Score -2413050 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2417543.500000 Penalty: 3202.817139
	Iteration 1F: 3 clusters Score -2417544 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2417921.500000 Penalty: 3202.817139
	Iteration 2F: 3 clusters Score -2417922 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2418281.500000 Penalty: 3202.817139
	Iteration 3Q: 3 clusters Score -2418282 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2418727.750000 Penalty: 3202.817139
	Iteration 4Q: 3 clusters Score -2418728 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2419295.500000 Penalty: 3202.817139
	Iteration 5F: 3 clusters Score -2419296 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2419976.750000 Penalty: 3202.817139
	Iteration 6F: 3 clusters Score -2419977 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2420866.000000 Penalty: 3202.817139
	Iteration 7F: 3 clusters Score -2420866 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2421946.000000 Penalty: 3202.817139
	Iteration 8F: 3 clusters Score -2421946 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2422851.000000 Penalty: 3202.817139
	Iteration 9Q: 3 clusters Score -2422851 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2423422.250000 Penalty: 3202.817139
	Iteration 10Q: 3 clusters Score -2423422 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2423719.250000 Penalty: 3202.817139
	Iteration 11Q: 3 clusters Score -2423719 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2423918.000000 Penalty: 3202.817139
	Iteration 12Q: 3 clusters Score -2423918 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2424067.000000 Penalty: 3202.817139
	Iteration 13Q: 3 clusters Score -2424067 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2424182.000000 Penalty: 3202.817139
	Iteration 14Q: 3 clusters Score -2424182 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2424253.750000 Penalty: 3202.817139
	Iteration 15Q: 3 clusters Score -2424254 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2424314.250000 Penalty: 3202.817139
	Iteration 16Q: 3 clusters Score -2424314 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2424370.500000 Penalty: 3202.817139
	Iteration 17Q: 3 clusters Score -2424370 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2424418.750000 Penalty: 3202.817139
	Iteration 18Q: 3 clusters Score -2424419 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2424454.000000 Penalty: 3202.817139
	Iteration 19Q: 3 clusters Score -2424454 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2424490.000000 Penalty: 3202.817139
	Iteration 20F: 3 clusters Score -2424490 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2424524.750000 Penalty: 3202.817139
	Iteration 21Q: 3 clusters Score -2424525 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2424549.250000 Penalty: 3202.817139
	Iteration 22Q: 3 clusters Score -2424549 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2424568.500000 Penalty: 3202.817139
	Iteration 23Q: 3 clusters Score -2424568 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2424589.000000 Penalty: 3202.817139
	Iteration 24Q: 3 clusters Score -2424589 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2424603.250000 Penalty: 3202.817139
	Iteration 25Q: 3 clusters Score -2424603 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2424613.500000 Penalty: 3202.817139
	Iteration 26Q: 3 clusters Score -2424614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2424624.250000 Penalty: 3202.817139
	Iteration 27Q: 3 clusters Score -2424624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2424640.250000 Penalty: 3202.817139
	Iteration 28Q: 3 clusters Score -2424640 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2424657.250000 Penalty: 3202.817139
	Iteration 29Q: 3 clusters Score -2424657 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2424674.500000 Penalty: 3202.817139
	Iteration 30Q: 3 clusters Score -2424674 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2424681.500000 Penalty: 3202.817139
	Iteration 31Q: 3 clusters Score -2424682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2424689.500000 Penalty: 3202.817139
	Iteration 32Q: 3 clusters Score -2424690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2424693.500000 Penalty: 3202.817139
	Iteration 33Q: 3 clusters Score -2424694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2424707.500000 Penalty: 3202.817139
	Iteration 34Q: 3 clusters Score -2424708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2424719.750000 Penalty: 3202.817139
	Iteration 35Q: 3 clusters Score -2424720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2424723.750000 Penalty: 3202.817139
	Iteration 36Q: 3 clusters Score -2424724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2424725.750000 Penalty: 3202.817139
	Iteration 37Q: 3 clusters Score -2424726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2424728.250000 Penalty: 3202.817139
	Iteration 38Q: 3 clusters Score -2424728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2424729.500000 Penalty: 3202.817139
	Iteration 39Q: 3 clusters Score -2424730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2424730.000000 Penalty: 3202.817139
	Iteration 40F: 3 clusters Score -2424730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2424733.750000 Penalty: 3202.817139
	Iteration 41Q: 3 clusters Score -2424734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2424736.750000 Penalty: 3202.817139
	Iteration 42Q: 3 clusters Score -2424737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2424736.500000 Penalty: 3202.817139
	Iteration 43Q: 3 clusters Score -2424736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2424734.750000 Penalty: 3202.817139
	Iteration 44Q: 3 clusters Score -2424735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2424739.250000 Penalty: 3202.817139
	Iteration 45Q: 3 clusters Score -2424739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2424739.250000 Penalty: 3202.817139
	Iteration 46Q: 3 clusters Score -2424739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2424744.500000 Penalty: 3202.817139
	Iteration 47Q: 3 clusters Score -2424744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2424746.000000 Penalty: 3202.817139
	Iteration 48Q: 3 clusters Score -2424746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2424745.250000 Penalty: 3202.817139
	Iteration 49Q: 3 clusters Score -2424745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2424744.000000 Penalty: 3202.817139
	Iteration 50Q: 3 clusters Score -2424744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2424747.750000 Penalty: 3202.817139
	Iteration 51Q: 3 clusters Score -2424748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2424745.500000 Penalty: 3202.817139
	Iteration 52Q: 3 clusters Score -2424746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2424748.000000 Penalty: 3202.817139
	Iteration 53Q: 3 clusters Score -2424748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2424747.750000 Penalty: 3202.817139
	Iteration 54Q: 3 clusters Score -2424748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2424748.000000 Penalty: 3202.817139
	Iteration 55Q: 3 clusters Score -2424748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2424748.250000 Penalty: 3202.817139
	Iteration 56Q: 3 clusters Score -2424748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2424748.250000 Penalty: 3202.817139
	Iteration 57F: 3 clusters Score -2424748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -56241.855469 Penalty: 1036.494263
	Iteration 0F: 2 clusters Score -56241.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55256.167969 Penalty: 2072.988525
	Iteration 0F: 3 clusters Score -55256.17 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -55597.101562 Penalty: 2072.988525
	Iteration 1F: 3 clusters Score -55597.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -55878.921875 Penalty: 2072.988525
	Iteration 2F: 3 clusters Score -55878.92 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -56109.429688 Penalty: 2072.988525
	Iteration 3F: 3 clusters Score -56109.43 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -56307.722656 Penalty: 2072.988525
	Iteration 4F: 3 clusters Score -56307.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -56427.949219 Penalty: 2072.988525
	Iteration 5Q: 3 clusters Score -56427.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -56538.722656 Penalty: 2072.988525
	Iteration 6Q: 3 clusters Score -56538.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -56577.375000 Penalty: 2072.988525
	Iteration 7Q: 3 clusters Score -56577.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -56589.875000 Penalty: 2072.988525
	Iteration 8Q: 3 clusters Score -56589.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -56600.613281 Penalty: 2072.988525
	Iteration 9Q: 3 clusters Score -56600.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -56621.781250 Penalty: 2072.988525
	Iteration 10Q: 3 clusters Score -56621.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -56645.796875 Penalty: 2072.988525
	Iteration 11Q: 3 clusters Score -56645.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -56655.375000 Penalty: 2072.988525
	Iteration 12Q: 3 clusters Score -56655.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56657.531250 Penalty: 2072.988525
	Iteration 13Q: 3 clusters Score -56657.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56659.964844 Penalty: 2072.988525
	Iteration 14Q: 3 clusters Score -56659.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56663.457031 Penalty: 2072.988525
	Iteration 15Q: 3 clusters Score -56663.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56670.675781 Penalty: 2072.988525
	Iteration 16F: 3 clusters Score -56670.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56682.285156 Penalty: 2072.988525
	Iteration 17Q: 3 clusters Score -56682.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56691.113281 Penalty: 2072.988525
	Iteration 18Q: 3 clusters Score -56691.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -56693.726562 Penalty: 2072.988525
	Iteration 19Q: 3 clusters Score -56693.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56696.250000 Penalty: 2072.988525
	Iteration 20F: 3 clusters Score -56696.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 81806 members 
Mstep: Class 2 contains 19050 members 
Mstep: Class 3 contains 369 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 6 contains 220 members 
Mstep: Class 7 contains 83294 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 26860 members 
Mstep: Class 12 contains 11163 members 
Mstep: Class 13 contains 3319 members 
Mstep: Class 16 contains 76487 members 
Mstep: Class 17 contains 64411 members 
Mstep: Class 18 contains 51912 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 609 members 
Entering Unmasked Estep 
Score: -54001232.000000 Penalty: 33678.312500
Splitting cluster 3 changes total score from -54001384.000000 to -54001232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -51845.906250 Penalty: 939.871643
	Iteration 0F: 2 clusters Score -51845.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -50916.488281 Penalty: 1879.743286
	Iteration 0F: 3 clusters Score -50916.49 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -51030.050781 Penalty: 1879.743286
	Iteration 1F: 3 clusters Score -51030.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51065.734375 Penalty: 1879.743286
	Iteration 2Q: 3 clusters Score -51065.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -51084.664062 Penalty: 1879.743286
	Iteration 3Q: 3 clusters Score -51084.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51088.523438 Penalty: 1879.743286
	Iteration 4Q: 3 clusters Score -51088.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51088.523438 Penalty: 1879.743286
	Iteration 5F: 3 clusters Score -51088.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -26049.878906 Penalty: 992.028870
	Iteration 0F: 2 clusters Score -26049.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25318.755859 Penalty: 1984.057739
	Iteration 0F: 3 clusters Score -25318.76 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25978.505859 Penalty: 1984.057739
	Iteration 1F: 3 clusters Score -25978.51 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26226.949219 Penalty: 1984.057739
	Iteration 2F: 3 clusters Score -26226.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26384.271484 Penalty: 1984.057739
	Iteration 3Q: 3 clusters Score -26384.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26411.414062 Penalty: 1984.057739
	Iteration 4Q: 3 clusters Score -26411.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26415.394531 Penalty: 1984.057739
	Iteration 5Q: 3 clusters Score -26415.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26424.798828 Penalty: 1984.057739
	Iteration 6Q: 3 clusters Score -26424.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26476.119141 Penalty: 1984.057739
	Iteration 7Q: 3 clusters Score -26476.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26516.240234 Penalty: 1984.057739
	Iteration 8Q: 3 clusters Score -26516.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26523.453125 Penalty: 1984.057739
	Iteration 9Q: 3 clusters Score -26523.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26552.005859 Penalty: 1984.057739
	Iteration 10F: 3 clusters Score -26552.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26590.091797 Penalty: 1984.057739
	Iteration 11Q: 3 clusters Score -26590.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26594.275391 Penalty: 1984.057739
	Iteration 12Q: 3 clusters Score -26594.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26594.275391 Penalty: 1984.057739
	Iteration 13F: 3 clusters Score -26594.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 81806 members 
Mstep: Class 2 contains 19050 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 327 members 
Mstep: Class 6 contains 121 members 
Mstep: Class 7 contains 83294 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 26860 members 
Mstep: Class 12 contains 11163 members 
Mstep: Class 13 contains 3319 members 
Mstep: Class 16 contains 76487 members 
Mstep: Class 17 contains 64411 members 
Mstep: Class 18 contains 51912 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 609 members 
Entering Unmasked Estep 
Score: -54001244.000000 Penalty: 33678.312500
Splitting cluster 5 changes total score from -54001384.000000 to -54001244.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (83294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83294 members 
Entering Unmasked Estep 
Score: -10915891.000000 Penalty: 1841.146362
	Iteration 0F: 2 clusters Score -1.091589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -10870544.000000 Penalty: 3682.292725
	Iteration 0F: 3 clusters Score -1.087054e+07 nChanged 39805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -10893302.000000 Penalty: 3682.292725
	Iteration 1F: 3 clusters Score -1.08933e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -10893923.000000 Penalty: 3682.292725
	Iteration 2Q: 3 clusters Score -1.089392e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -10894609.000000 Penalty: 3682.292725
	Iteration 3Q: 3 clusters Score -1.089461e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -10895641.000000 Penalty: 3682.292725
	Iteration 4Q: 3 clusters Score -1.089564e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 51643 members 
Entering Unmasked Estep 
Score: -10897377.000000 Penalty: 3682.292725
	Iteration 5Q: 3 clusters Score -1.089738e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 56164 members 
Entering Unmasked Estep 
Score: -10899822.000000 Penalty: 3682.292725
	Iteration 6F: 3 clusters Score -1.089982e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -10902813.000000 Penalty: 3682.292725
	Iteration 7F: 3 clusters Score -1.090281e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 65673 members 
Entering Unmasked Estep 
Score: -10905824.000000 Penalty: 3682.292725
	Iteration 8F: 3 clusters Score -1.090582e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 68834 members 
Entering Unmasked Estep 
Score: -10908123.000000 Penalty: 3682.292725
	Iteration 9F: 3 clusters Score -1.090812e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 70683 members 
Entering Unmasked Estep 
Score: -10909642.000000 Penalty: 3682.292725
	Iteration 10Q: 3 clusters Score -1.090964e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 71574 members 
Entering Unmasked Estep 
Score: -10910556.000000 Penalty: 3682.292725
	Iteration 11Q: 3 clusters Score -1.091056e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 71992 members 
Entering Unmasked Estep 
Score: -10910876.000000 Penalty: 3682.292725
	Iteration 12Q: 3 clusters Score -1.091088e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 72274 members 
Entering Unmasked Estep 
Score: -10911051.000000 Penalty: 3682.292725
	Iteration 13Q: 3 clusters Score -1.091105e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 72550 members 
Entering Unmasked Estep 
Score: -10911137.000000 Penalty: 3682.292725
	Iteration 14Q: 3 clusters Score -1.091114e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -10911181.000000 Penalty: 3682.292725
	Iteration 15Q: 3 clusters Score -1.091118e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 73087 members 
Entering Unmasked Estep 
Score: -10911193.000000 Penalty: 3682.292725
	Iteration 16Q: 3 clusters Score -1.091119e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 73344 members 
Entering Unmasked Estep 
Score: -10911200.000000 Penalty: 3682.292725
	Iteration 17Q: 3 clusters Score -1.09112e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 73596 members 
Entering Unmasked Estep 
Score: -10911233.000000 Penalty: 3682.292725
	Iteration 18Q: 3 clusters Score -1.091123e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 73843 members 
Entering Unmasked Estep 
Score: -10911264.000000 Penalty: 3682.292725
	Iteration 19Q: 3 clusters Score -1.091126e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 74062 members 
Entering Unmasked Estep 
Score: -10911302.000000 Penalty: 3682.292725
	Iteration 20F: 3 clusters Score -1.09113e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 74261 members 
Entering Unmasked Estep 
Score: -10911341.000000 Penalty: 3682.292725
	Iteration 21Q: 3 clusters Score -1.091134e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 74456 members 
Entering Unmasked Estep 
Score: -10911369.000000 Penalty: 3682.292725
	Iteration 22Q: 3 clusters Score -1.091137e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 74655 members 
Entering Unmasked Estep 
Score: -10911439.000000 Penalty: 3682.292725
	Iteration 23Q: 3 clusters Score -1.091144e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 74866 members 
Entering Unmasked Estep 
Score: -10911494.000000 Penalty: 3682.292725
	Iteration 24Q: 3 clusters Score -1.091149e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 75097 members 
Entering Unmasked Estep 
Score: -10911575.000000 Penalty: 3682.292725
	Iteration 25Q: 3 clusters Score -1.091158e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 75342 members 
Entering Unmasked Estep 
Score: -10911667.000000 Penalty: 3682.292725
	Iteration 26Q: 3 clusters Score -1.091167e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 75593 members 
Entering Unmasked Estep 
Score: -10911749.000000 Penalty: 3682.292725
	Iteration 27Q: 3 clusters Score -1.091175e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 75828 members 
Entering Unmasked Estep 
Score: -10911808.000000 Penalty: 3682.292725
	Iteration 28Q: 3 clusters Score -1.091181e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 76050 members 
Entering Unmasked Estep 
Score: -10911880.000000 Penalty: 3682.292725
	Iteration 29Q: 3 clusters Score -1.091188e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -10911978.000000 Penalty: 3682.292725
	Iteration 30Q: 3 clusters Score -1.091198e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 76490 members 
Entering Unmasked Estep 
Score: -10912040.000000 Penalty: 3682.292725
	Iteration 31Q: 3 clusters Score -1.091204e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 76702 members 
Entering Unmasked Estep 
Score: -10912137.000000 Penalty: 3682.292725
	Iteration 32Q: 3 clusters Score -1.091214e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 76883 members 
Entering Unmasked Estep 
Score: -10912235.000000 Penalty: 3682.292725
	Iteration 33Q: 3 clusters Score -1.091224e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 77054 members 
Entering Unmasked Estep 
Score: -10912316.000000 Penalty: 3682.292725
	Iteration 34Q: 3 clusters Score -1.091232e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 77218 members 
Entering Unmasked Estep 
Score: -10912375.000000 Penalty: 3682.292725
	Iteration 35Q: 3 clusters Score -1.091238e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 77374 members 
Entering Unmasked Estep 
Score: -10912425.000000 Penalty: 3682.292725
	Iteration 36Q: 3 clusters Score -1.091242e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 77537 members 
Entering Unmasked Estep 
Score: -10912476.000000 Penalty: 3682.292725
	Iteration 37Q: 3 clusters Score -1.091248e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 77694 members 
Entering Unmasked Estep 
Score: -10912516.000000 Penalty: 3682.292725
	Iteration 38Q: 3 clusters Score -1.091252e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 77847 members 
Entering Unmasked Estep 
Score: -10912575.000000 Penalty: 3682.292725
	Iteration 39Q: 3 clusters Score -1.091258e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 78006 members 
Entering Unmasked Estep 
Score: -10912608.000000 Penalty: 3682.292725
	Iteration 40F: 3 clusters Score -1.091261e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 78177 members 
Entering Unmasked Estep 
Score: -10912700.000000 Penalty: 3682.292725
	Iteration 41Q: 3 clusters Score -1.09127e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 78362 members 
Entering Unmasked Estep 
Score: -10912817.000000 Penalty: 3682.292725
	Iteration 42Q: 3 clusters Score -1.091282e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -10912905.000000 Penalty: 3682.292725
	Iteration 43Q: 3 clusters Score -1.09129e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 78754 members 
Entering Unmasked Estep 
Score: -10912993.000000 Penalty: 3682.292725
	Iteration 44Q: 3 clusters Score -1.091299e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 78925 members 
Entering Unmasked Estep 
Score: -10913105.000000 Penalty: 3682.292725
	Iteration 45Q: 3 clusters Score -1.09131e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 79105 members 
Entering Unmasked Estep 
Score: -10913201.000000 Penalty: 3682.292725
	Iteration 46Q: 3 clusters Score -1.09132e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 79277 members 
Entering Unmasked Estep 
Score: -10913312.000000 Penalty: 3682.292725
	Iteration 47Q: 3 clusters Score -1.091331e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -10913386.000000 Penalty: 3682.292725
	Iteration 48Q: 3 clusters Score -1.091339e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 79609 members 
Entering Unmasked Estep 
Score: -10913496.000000 Penalty: 3682.292725
	Iteration 49Q: 3 clusters Score -1.09135e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 79773 members 
Entering Unmasked Estep 
Score: -10913620.000000 Penalty: 3682.292725
	Iteration 50Q: 3 clusters Score -1.091362e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -10913745.000000 Penalty: 3682.292725
	Iteration 51Q: 3 clusters Score -1.091374e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 80080 members 
Entering Unmasked Estep 
Score: -10913835.000000 Penalty: 3682.292725
	Iteration 52Q: 3 clusters Score -1.091384e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 80226 members 
Entering Unmasked Estep 
Score: -10913955.000000 Penalty: 3682.292725
	Iteration 53Q: 3 clusters Score -1.091396e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 80353 members 
Entering Unmasked Estep 
Score: -10914076.000000 Penalty: 3682.292725
	Iteration 54Q: 3 clusters Score -1.091408e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 80468 members 
Entering Unmasked Estep 
Score: -10914216.000000 Penalty: 3682.292725
	Iteration 55Q: 3 clusters Score -1.091422e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 80557 members 
Entering Unmasked Estep 
Score: -10914282.000000 Penalty: 3682.292725
	Iteration 56Q: 3 clusters Score -1.091428e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 80643 members 
Entering Unmasked Estep 
Score: -10914337.000000 Penalty: 3682.292725
	Iteration 57Q: 3 clusters Score -1.091434e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 80711 members 
Entering Unmasked Estep 
Score: -10914404.000000 Penalty: 3682.292725
	Iteration 58Q: 3 clusters Score -1.09144e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 80777 members 
Entering Unmasked Estep 
Score: -10914471.000000 Penalty: 3682.292725
	Iteration 59Q: 3 clusters Score -1.091447e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 80823 members 
Entering Unmasked Estep 
Score: -10914486.000000 Penalty: 3682.292725
	Iteration 60F: 3 clusters Score -1.091449e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 80872 members 
Entering Unmasked Estep 
Score: -10914514.000000 Penalty: 3682.292725
	Iteration 61Q: 3 clusters Score -1.091451e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 80913 members 
Entering Unmasked Estep 
Score: -10914516.000000 Penalty: 3682.292725
	Iteration 62Q: 3 clusters Score -1.091452e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 80948 members 
Entering Unmasked Estep 
Score: -10914525.000000 Penalty: 3682.292725
	Iteration 63Q: 3 clusters Score -1.091452e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 80983 members 
Entering Unmasked Estep 
Score: -10914557.000000 Penalty: 3682.292725
	Iteration 64Q: 3 clusters Score -1.091456e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 81013 members 
Entering Unmasked Estep 
Score: -10914558.000000 Penalty: 3682.292725
	Iteration 65Q: 3 clusters Score -1.091456e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 81043 members 
Entering Unmasked Estep 
Score: -10914573.000000 Penalty: 3682.292725
	Iteration 66Q: 3 clusters Score -1.091457e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 81074 members 
Entering Unmasked Estep 
Score: -10914617.000000 Penalty: 3682.292725
	Iteration 67Q: 3 clusters Score -1.091462e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 81104 members 
Entering Unmasked Estep 
Score: -10914639.000000 Penalty: 3682.292725
	Iteration 68Q: 3 clusters Score -1.091464e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 81123 members 
Entering Unmasked Estep 
Score: -10914650.000000 Penalty: 3682.292725
	Iteration 69Q: 3 clusters Score -1.091465e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 81139 members 
Entering Unmasked Estep 
Score: -10914661.000000 Penalty: 3682.292725
	Iteration 70Q: 3 clusters Score -1.091466e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 81154 members 
Entering Unmasked Estep 
Score: -10914666.000000 Penalty: 3682.292725
	Iteration 71Q: 3 clusters Score -1.091467e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 81162 members 
Entering Unmasked Estep 
Score: -10914678.000000 Penalty: 3682.292725
	Iteration 72Q: 3 clusters Score -1.091468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 81168 members 
Entering Unmasked Estep 
Score: -10914690.000000 Penalty: 3682.292725
	Iteration 73Q: 3 clusters Score -1.091469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 81168 members 
Entering Unmasked Estep 
Score: -10914698.000000 Penalty: 3682.292725
	Iteration 74Q: 3 clusters Score -1.09147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 81169 members 
Entering Unmasked Estep 
Score: -10914690.000000 Penalty: 3682.292725
	Iteration 75Q: 3 clusters Score -1.091469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 81171 members 
Entering Unmasked Estep 
Score: -10914705.000000 Penalty: 3682.292725
	Iteration 76Q: 3 clusters Score -1.09147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 81171 members 
Entering Unmasked Estep 
Score: -10914703.000000 Penalty: 3682.292725
	Iteration 77Q: 3 clusters Score -1.09147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 81173 members 
Entering Unmasked Estep 
Score: -10914708.000000 Penalty: 3682.292725
	Iteration 78Q: 3 clusters Score -1.091471e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 81175 members 
Entering Unmasked Estep 
Score: -10914707.000000 Penalty: 3682.292725
	Iteration 79Q: 3 clusters Score -1.091471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 81174 members 
Entering Unmasked Estep 
Score: -10914706.000000 Penalty: 3682.292725
	Iteration 80F: 3 clusters Score -1.091471e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -133430.296875 Penalty: 1136.514160
	Iteration 0F: 2 clusters Score -133430.3 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 508 members 
Entering Unmasked Estep 
Score: -132021.609375 Penalty: 2273.028320
	Iteration 0F: 3 clusters Score -132021.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -132704.875000 Penalty: 2273.028320
	Iteration 1F: 3 clusters Score -132704.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -133351.296875 Penalty: 2273.028320
	Iteration 2F: 3 clusters Score -133351.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -133703.296875 Penalty: 2273.028320
	Iteration 3F: 3 clusters Score -133703.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -133826.062500 Penalty: 2273.028320
	Iteration 4F: 3 clusters Score -133826.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -133860.437500 Penalty: 2273.028320
	Iteration 5Q: 3 clusters Score -133860.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -133886.406250 Penalty: 2273.028320
	Iteration 6Q: 3 clusters Score -133886.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -133908.343750 Penalty: 2273.028320
	Iteration 7Q: 3 clusters Score -133908.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -133926.578125 Penalty: 2273.028320
	Iteration 8Q: 3 clusters Score -133926.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -133930.312500 Penalty: 2273.028320
	Iteration 9Q: 3 clusters Score -133930.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -133933.656250 Penalty: 2273.028320
	Iteration 10Q: 3 clusters Score -133933.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -133937.968750 Penalty: 2273.028320
	Iteration 11Q: 3 clusters Score -133938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -133937.968750 Penalty: 2273.028320
	Iteration 12F: 3 clusters Score -133938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 81806 members 
Mstep: Class 2 contains 19050 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 83294 members 
Mstep: Class 10 contains 304 members 
Mstep: Class 11 contains 26860 members 
Mstep: Class 12 contains 11163 members 
Mstep: Class 13 contains 3319 members 
Mstep: Class 16 contains 76487 members 
Mstep: Class 17 contains 64411 members 
Mstep: Class 18 contains 51912 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 609 members 
Entering Unmasked Estep 
Score: -54001372.000000 Penalty: 33678.312500
Splitting cluster 10 changes total score from -54001384.000000 to -54001372.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (26860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Entering Unmasked Estep 
Score: -3513756.500000 Penalty: 1657.239014
	Iteration 0F: 2 clusters Score -3513756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -3495716.250000 Penalty: 3314.478027
	Iteration 0F: 3 clusters Score -3495716 nChanged 12197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -3502463.250000 Penalty: 3314.478027
	Iteration 1F: 3 clusters Score -3502463 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -3502809.250000 Penalty: 3314.478027
	Iteration 2Q: 3 clusters Score -3502809 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -3503151.500000 Penalty: 3314.478027
	Iteration 3Q: 3 clusters Score -3503152 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3503520.000000 Penalty: 3314.478027
	Iteration 4Q: 3 clusters Score -3503520 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3504004.250000 Penalty: 3314.478027
	Iteration 5Q: 3 clusters Score -3504004 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -3504512.000000 Penalty: 3314.478027
	Iteration 6Q: 3 clusters Score -3504512 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -3505211.750000 Penalty: 3314.478027
	Iteration 7Q: 3 clusters Score -3505212 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -3506259.500000 Penalty: 3314.478027
	Iteration 8F: 3 clusters Score -3506260 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -3507333.500000 Penalty: 3314.478027
	Iteration 9F: 3 clusters Score -3507334 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -3507986.250000 Penalty: 3314.478027
	Iteration 10Q: 3 clusters Score -3507986 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -3508288.750000 Penalty: 3314.478027
	Iteration 11Q: 3 clusters Score -3508289 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -3508464.500000 Penalty: 3314.478027
	Iteration 12Q: 3 clusters Score -3508464 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -3508577.500000 Penalty: 3314.478027
	Iteration 13Q: 3 clusters Score -3508578 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -3508690.250000 Penalty: 3314.478027
	Iteration 14Q: 3 clusters Score -3508690 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -3508805.500000 Penalty: 3314.478027
	Iteration 15Q: 3 clusters Score -3508806 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -3508907.750000 Penalty: 3314.478027
	Iteration 16Q: 3 clusters Score -3508908 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -3509027.500000 Penalty: 3314.478027
	Iteration 17Q: 3 clusters Score -3509028 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -3509138.250000 Penalty: 3314.478027
	Iteration 18Q: 3 clusters Score -3509138 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -3509225.500000 Penalty: 3314.478027
	Iteration 19Q: 3 clusters Score -3509226 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -3509306.250000 Penalty: 3314.478027
	Iteration 20F: 3 clusters Score -3509306 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -3509381.000000 Penalty: 3314.478027
	Iteration 21Q: 3 clusters Score -3509381 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3509474.000000 Penalty: 3314.478027
	Iteration 22Q: 3 clusters Score -3509474 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -3509567.000000 Penalty: 3314.478027
	Iteration 23Q: 3 clusters Score -3509567 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -3509672.500000 Penalty: 3314.478027
	Iteration 24Q: 3 clusters Score -3509672 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -3509792.250000 Penalty: 3314.478027
	Iteration 25Q: 3 clusters Score -3509792 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -3509959.000000 Penalty: 3314.478027
	Iteration 26Q: 3 clusters Score -3509959 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -3510121.750000 Penalty: 3314.478027
	Iteration 27Q: 3 clusters Score -3510122 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -3510300.250000 Penalty: 3314.478027
	Iteration 28Q: 3 clusters Score -3510300 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -3510462.500000 Penalty: 3314.478027
	Iteration 29Q: 3 clusters Score -3510462 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -3510637.750000 Penalty: 3314.478027
	Iteration 30Q: 3 clusters Score -3510638 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3510793.500000 Penalty: 3314.478027
	Iteration 31Q: 3 clusters Score -3510794 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -3510954.000000 Penalty: 3314.478027
	Iteration 32Q: 3 clusters Score -3510954 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -3511079.500000 Penalty: 3314.478027
	Iteration 33Q: 3 clusters Score -3511080 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3511184.750000 Penalty: 3314.478027
	Iteration 34Q: 3 clusters Score -3511185 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3511296.500000 Penalty: 3314.478027
	Iteration 35Q: 3 clusters Score -3511296 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3511408.500000 Penalty: 3314.478027
	Iteration 36Q: 3 clusters Score -3511408 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3511508.500000 Penalty: 3314.478027
	Iteration 37Q: 3 clusters Score -3511508 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3511598.000000 Penalty: 3314.478027
	Iteration 38Q: 3 clusters Score -3511598 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3511691.750000 Penalty: 3314.478027
	Iteration 39Q: 3 clusters Score -3511692 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3511785.250000 Penalty: 3314.478027
	Iteration 40F: 3 clusters Score -3511785 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3511868.250000 Penalty: 3314.478027
	Iteration 41Q: 3 clusters Score -3511868 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3511930.000000 Penalty: 3314.478027
	Iteration 42Q: 3 clusters Score -3511930 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3511985.000000 Penalty: 3314.478027
	Iteration 43Q: 3 clusters Score -3511985 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3512063.500000 Penalty: 3314.478027
	Iteration 44Q: 3 clusters Score -3512064 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3512121.500000 Penalty: 3314.478027
	Iteration 45Q: 3 clusters Score -3512122 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3512166.000000 Penalty: 3314.478027
	Iteration 46Q: 3 clusters Score -3512166 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3512195.500000 Penalty: 3314.478027
	Iteration 47Q: 3 clusters Score -3512196 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3512222.500000 Penalty: 3314.478027
	Iteration 48Q: 3 clusters Score -3512222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3512249.250000 Penalty: 3314.478027
	Iteration 49Q: 3 clusters Score -3512249 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3512268.750000 Penalty: 3314.478027
	Iteration 50Q: 3 clusters Score -3512269 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3512293.000000 Penalty: 3314.478027
	Iteration 51Q: 3 clusters Score -3512293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3512312.250000 Penalty: 3314.478027
	Iteration 52Q: 3 clusters Score -3512312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3512334.000000 Penalty: 3314.478027
	Iteration 53Q: 3 clusters Score -3512334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3512343.250000 Penalty: 3314.478027
	Iteration 54Q: 3 clusters Score -3512343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3512346.250000 Penalty: 3314.478027
	Iteration 55Q: 3 clusters Score -3512346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3512345.750000 Penalty: 3314.478027
	Iteration 56Q: 3 clusters Score -3512346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3512349.750000 Penalty: 3314.478027
	Iteration 57Q: 3 clusters Score -3512350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3512356.500000 Penalty: 3314.478027
	Iteration 58Q: 3 clusters Score -3512356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3512355.000000 Penalty: 3314.478027
	Iteration 59Q: 3 clusters Score -3512355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3512363.250000 Penalty: 3314.478027
	Iteration 60F: 3 clusters Score -3512363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3512365.250000 Penalty: 3314.478027
	Iteration 61Q: 3 clusters Score -3512365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3512366.750000 Penalty: 3314.478027
	Iteration 62Q: 3 clusters Score -3512367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3512368.500000 Penalty: 3314.478027
	Iteration 63Q: 3 clusters Score -3512368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3512372.250000 Penalty: 3314.478027
	Iteration 64Q: 3 clusters Score -3512372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3512376.000000 Penalty: 3314.478027
	Iteration 65Q: 3 clusters Score -3512376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3512382.500000 Penalty: 3314.478027
	Iteration 66Q: 3 clusters Score -3512382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3512384.000000 Penalty: 3314.478027
	Iteration 67Q: 3 clusters Score -3512384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3512384.000000 Penalty: 3314.478027
	Iteration 68Q: 3 clusters Score -3512384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3512388.750000 Penalty: 3314.478027
	Iteration 69Q: 3 clusters Score -3512389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3512393.750000 Penalty: 3314.478027
	Iteration 70Q: 3 clusters Score -3512394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3512396.000000 Penalty: 3314.478027
	Iteration 71Q: 3 clusters Score -3512396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3512393.000000 Penalty: 3314.478027
	Iteration 72Q: 3 clusters Score -3512393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3512398.000000 Penalty: 3314.478027
	Iteration 73Q: 3 clusters Score -3512398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3512399.750000 Penalty: 3314.478027
	Iteration 74Q: 3 clusters Score -3512400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3512398.250000 Penalty: 3314.478027
	Iteration 75Q: 3 clusters Score -3512398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3512402.750000 Penalty: 3314.478027
	Iteration 76Q: 3 clusters Score -3512403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3512401.500000 Penalty: 3314.478027
	Iteration 77Q: 3 clusters Score -3512402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3512404.000000 Penalty: 3314.478027
	Iteration 78Q: 3 clusters Score -3512404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3512404.000000 Penalty: 3314.478027
	Iteration 79F: 3 clusters Score -3512404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Entering Unmasked Estep 
Score: -1461238.000000 Penalty: 1514.558472
	Iteration 0F: 2 clusters Score -1461238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1453277.750000 Penalty: 3029.116943
	Iteration 0F: 3 clusters Score -1453278 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1455883.750000 Penalty: 3029.116943
	Iteration 1F: 3 clusters Score -1455884 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1456123.000000 Penalty: 3029.116943
	Iteration 2F: 3 clusters Score -1456123 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1456313.250000 Penalty: 3029.116943
	Iteration 3Q: 3 clusters Score -1456313 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1456462.750000 Penalty: 3029.116943
	Iteration 4Q: 3 clusters Score -1456463 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1456601.750000 Penalty: 3029.116943
	Iteration 5Q: 3 clusters Score -1456602 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1456718.125000 Penalty: 3029.116943
	Iteration 6Q: 3 clusters Score -1456718 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1456866.750000 Penalty: 3029.116943
	Iteration 7Q: 3 clusters Score -1456867 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1457007.375000 Penalty: 3029.116943
	Iteration 8Q: 3 clusters Score -1457007 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1457163.125000 Penalty: 3029.116943
	Iteration 9Q: 3 clusters Score -1457163 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1457326.500000 Penalty: 3029.116943
	Iteration 10Q: 3 clusters Score -1457326 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1457516.000000 Penalty: 3029.116943
	Iteration 11Q: 3 clusters Score -1457516 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1457752.250000 Penalty: 3029.116943
	Iteration 12Q: 3 clusters Score -1457752 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1458051.625000 Penalty: 3029.116943
	Iteration 13Q: 3 clusters Score -1458052 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1458326.750000 Penalty: 3029.116943
	Iteration 14Q: 3 clusters Score -1458327 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1458572.250000 Penalty: 3029.116943
	Iteration 15Q: 3 clusters Score -1458572 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1458773.875000 Penalty: 3029.116943
	Iteration 16Q: 3 clusters Score -1458774 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1458907.250000 Penalty: 3029.116943
	Iteration 17Q: 3 clusters Score -1458907 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1459002.250000 Penalty: 3029.116943
	Iteration 18Q: 3 clusters Score -1459002 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1459075.875000 Penalty: 3029.116943
	Iteration 19Q: 3 clusters Score -1459076 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1459144.500000 Penalty: 3029.116943
	Iteration 20F: 3 clusters Score -1459144 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1459192.875000 Penalty: 3029.116943
	Iteration 21Q: 3 clusters Score -1459193 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1459249.000000 Penalty: 3029.116943
	Iteration 22Q: 3 clusters Score -1459249 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1459308.625000 Penalty: 3029.116943
	Iteration 23Q: 3 clusters Score -1459309 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1459360.125000 Penalty: 3029.116943
	Iteration 24Q: 3 clusters Score -1459360 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1459413.875000 Penalty: 3029.116943
	Iteration 25Q: 3 clusters Score -1459414 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1459465.750000 Penalty: 3029.116943
	Iteration 26Q: 3 clusters Score -1459466 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1459515.750000 Penalty: 3029.116943
	Iteration 27Q: 3 clusters Score -1459516 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1459570.250000 Penalty: 3029.116943
	Iteration 28Q: 3 clusters Score -1459570 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1459612.875000 Penalty: 3029.116943
	Iteration 29Q: 3 clusters Score -1459613 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1459658.125000 Penalty: 3029.116943
	Iteration 30Q: 3 clusters Score -1459658 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1459708.000000 Penalty: 3029.116943
	Iteration 31Q: 3 clusters Score -1459708 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1459750.125000 Penalty: 3029.116943
	Iteration 32Q: 3 clusters Score -1459750 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1459778.375000 Penalty: 3029.116943
	Iteration 33Q: 3 clusters Score -1459778 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1459805.625000 Penalty: 3029.116943
	Iteration 34Q: 3 clusters Score -1459806 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1459834.500000 Penalty: 3029.116943
	Iteration 35Q: 3 clusters Score -1459834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1459856.375000 Penalty: 3029.116943
	Iteration 36Q: 3 clusters Score -1459856 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1459882.000000 Penalty: 3029.116943
	Iteration 37Q: 3 clusters Score -1459882 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1459915.375000 Penalty: 3029.116943
	Iteration 38Q: 3 clusters Score -1459915 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1459940.875000 Penalty: 3029.116943
	Iteration 39Q: 3 clusters Score -1459941 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1459960.500000 Penalty: 3029.116943
	Iteration 40F: 3 clusters Score -1459960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1459985.000000 Penalty: 3029.116943
	Iteration 41Q: 3 clusters Score -1459985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1460004.000000 Penalty: 3029.116943
	Iteration 42Q: 3 clusters Score -1460004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1460016.875000 Penalty: 3029.116943
	Iteration 43Q: 3 clusters Score -1460017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1460021.875000 Penalty: 3029.116943
	Iteration 44Q: 3 clusters Score -1460022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1460031.375000 Penalty: 3029.116943
	Iteration 45Q: 3 clusters Score -1460031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1460035.625000 Penalty: 3029.116943
	Iteration 46Q: 3 clusters Score -1460036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1460040.125000 Penalty: 3029.116943
	Iteration 47Q: 3 clusters Score -1460040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1460050.000000 Penalty: 3029.116943
	Iteration 48Q: 3 clusters Score -1460050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1460054.750000 Penalty: 3029.116943
	Iteration 49Q: 3 clusters Score -1460055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1460057.250000 Penalty: 3029.116943
	Iteration 50Q: 3 clusters Score -1460057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1460060.000000 Penalty: 3029.116943
	Iteration 51Q: 3 clusters Score -1460060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1460064.875000 Penalty: 3029.116943
	Iteration 52Q: 3 clusters Score -1460065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1460064.000000 Penalty: 3029.116943
	Iteration 53Q: 3 clusters Score -1460064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1460063.750000 Penalty: 3029.116943
	Iteration 54Q: 3 clusters Score -1460064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1460066.625000 Penalty: 3029.116943
	Iteration 55Q: 3 clusters Score -1460067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1460066.625000 Penalty: 3029.116943
	Iteration 56F: 3 clusters Score -1460067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Entering Unmasked Estep 
Score: -409832.562500 Penalty: 1317.455566
	Iteration 0F: 2 clusters Score -409832.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -406868.125000 Penalty: 2634.911133
	Iteration 0F: 3 clusters Score -406868.1 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -407603.937500 Penalty: 2634.911133
	Iteration 1F: 3 clusters Score -407603.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -407758.937500 Penalty: 2634.911133
	Iteration 2F: 3 clusters Score -407758.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -407857.156250 Penalty: 2634.911133
	Iteration 3F: 3 clusters Score -407857.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -407949.343750 Penalty: 2634.911133
	Iteration 4Q: 3 clusters Score -407949.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -408093.968750 Penalty: 2634.911133
	Iteration 5Q: 3 clusters Score -408094 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -408275.875000 Penalty: 2634.911133
	Iteration 6Q: 3 clusters Score -408275.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -408468.437500 Penalty: 2634.911133
	Iteration 7F: 3 clusters Score -408468.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -408650.218750 Penalty: 2634.911133
	Iteration 8F: 3 clusters Score -408650.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -408797.062500 Penalty: 2634.911133
	Iteration 9F: 3 clusters Score -408797.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -408905.781250 Penalty: 2634.911133
	Iteration 10Q: 3 clusters Score -408905.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -408989.968750 Penalty: 2634.911133
	Iteration 11Q: 3 clusters Score -408990 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -409042.031250 Penalty: 2634.911133
	Iteration 12Q: 3 clusters Score -409042 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -409085.375000 Penalty: 2634.911133
	Iteration 13Q: 3 clusters Score -409085.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -409125.218750 Penalty: 2634.911133
	Iteration 14Q: 3 clusters Score -409125.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -409161.968750 Penalty: 2634.911133
	Iteration 15Q: 3 clusters Score -409162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -409194.312500 Penalty: 2634.911133
	Iteration 16Q: 3 clusters Score -409194.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -409215.031250 Penalty: 2634.911133
	Iteration 17Q: 3 clusters Score -409215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -409236.687500 Penalty: 2634.911133
	Iteration 18Q: 3 clusters Score -409236.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -409254.531250 Penalty: 2634.911133
	Iteration 19Q: 3 clusters Score -409254.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -409266.062500 Penalty: 2634.911133
	Iteration 20F: 3 clusters Score -409266.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -409272.906250 Penalty: 2634.911133
	Iteration 21Q: 3 clusters Score -409272.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -409280.750000 Penalty: 2634.911133
	Iteration 22Q: 3 clusters Score -409280.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -409284.687500 Penalty: 2634.911133
	Iteration 23Q: 3 clusters Score -409284.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -409287.843750 Penalty: 2634.911133
	Iteration 24Q: 3 clusters Score -409287.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -409290.781250 Penalty: 2634.911133
	Iteration 25Q: 3 clusters Score -409290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -409292.531250 Penalty: 2634.911133
	Iteration 26Q: 3 clusters Score -409292.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -409296.406250 Penalty: 2634.911133
	Iteration 27Q: 3 clusters Score -409296.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -409299.312500 Penalty: 2634.911133
	Iteration 28Q: 3 clusters Score -409299.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -409301.843750 Penalty: 2634.911133
	Iteration 29Q: 3 clusters Score -409301.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -409304.625000 Penalty: 2634.911133
	Iteration 30Q: 3 clusters Score -409304.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -409304.968750 Penalty: 2634.911133
	Iteration 31Q: 3 clusters Score -409305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -409305.968750 Penalty: 2634.911133
	Iteration 32Q: 3 clusters Score -409306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -409305.968750 Penalty: 2634.911133
	Iteration 33F: 3 clusters Score -409306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (76487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76487 members 
Entering Unmasked Estep 
Score: -10059407.000000 Penalty: 1827.292358
	Iteration 0F: 2 clusters Score -1.005941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -10024145.000000 Penalty: 3654.584717
	Iteration 0F: 3 clusters Score -1.002414e+07 nChanged 36408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -10044831.000000 Penalty: 3654.584717
	Iteration 1F: 3 clusters Score -1.004483e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -10045282.000000 Penalty: 3654.584717
	Iteration 2Q: 3 clusters Score -1.004528e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -10045767.000000 Penalty: 3654.584717
	Iteration 3Q: 3 clusters Score -1.004577e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -10046231.000000 Penalty: 3654.584717
	Iteration 4Q: 3 clusters Score -1.004623e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -10046789.000000 Penalty: 3654.584717
	Iteration 5Q: 3 clusters Score -1.004679e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -10047479.000000 Penalty: 3654.584717
	Iteration 6Q: 3 clusters Score -1.004748e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -10048456.000000 Penalty: 3654.584717
	Iteration 7Q: 3 clusters Score -1.004846e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -10049901.000000 Penalty: 3654.584717
	Iteration 8Q: 3 clusters Score -1.00499e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50155 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -10051782.000000 Penalty: 3654.584717
	Iteration 9F: 3 clusters Score -1.005178e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -10053539.000000 Penalty: 3654.584717
	Iteration 10F: 3 clusters Score -1.005354e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -10054990.000000 Penalty: 3654.584717
	Iteration 11F: 3 clusters Score -1.005499e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64031 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -10056102.000000 Penalty: 3654.584717
	Iteration 12F: 3 clusters Score -1.00561e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66590 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -10056989.000000 Penalty: 3654.584717
	Iteration 13Q: 3 clusters Score -1.005699e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68058 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -10057432.000000 Penalty: 3654.584717
	Iteration 14Q: 3 clusters Score -1.005743e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69003 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -10057577.000000 Penalty: 3654.584717
	Iteration 15Q: 3 clusters Score -1.005758e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69623 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -10057696.000000 Penalty: 3654.584717
	Iteration 16Q: 3 clusters Score -1.00577e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70056 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -10057740.000000 Penalty: 3654.584717
	Iteration 17Q: 3 clusters Score -1.005774e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70419 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -10057784.000000 Penalty: 3654.584717
	Iteration 18Q: 3 clusters Score -1.005778e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70689 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -10057861.000000 Penalty: 3654.584717
	Iteration 19Q: 3 clusters Score -1.005786e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70910 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -10057886.000000 Penalty: 3654.584717
	Iteration 20F: 3 clusters Score -1.005789e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71075 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -10057892.000000 Penalty: 3654.584717
	Iteration 21Q: 3 clusters Score -1.005789e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71242 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -10057864.000000 Penalty: 3654.584717
	Iteration 22Q: 3 clusters Score -1.005786e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71379 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -10057861.000000 Penalty: 3654.584717
	Iteration 23Q: 3 clusters Score -1.005786e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71494 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -10057850.000000 Penalty: 3654.584717
	Iteration 24Q: 3 clusters Score -1.005785e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71608 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -10057838.000000 Penalty: 3654.584717
	Iteration 25Q: 3 clusters Score -1.005784e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71718 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -10057833.000000 Penalty: 3654.584717
	Iteration 26Q: 3 clusters Score -1.005783e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71840 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -10057837.000000 Penalty: 3654.584717
	Iteration 27Q: 3 clusters Score -1.005784e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71941 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -10057833.000000 Penalty: 3654.584717
	Iteration 28Q: 3 clusters Score -1.005783e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72037 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -10057823.000000 Penalty: 3654.584717
	Iteration 29Q: 3 clusters Score -1.005782e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72121 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -10057809.000000 Penalty: 3654.584717
	Iteration 30Q: 3 clusters Score -1.005781e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72188 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -10057773.000000 Penalty: 3654.584717
	Iteration 31Q: 3 clusters Score -1.005777e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72260 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -10057783.000000 Penalty: 3654.584717
	Iteration 32Q: 3 clusters Score -1.005778e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72345 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -10057781.000000 Penalty: 3654.584717
	Iteration 33Q: 3 clusters Score -1.005778e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72426 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -10057776.000000 Penalty: 3654.584717
	Iteration 34Q: 3 clusters Score -1.005778e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72491 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -10057790.000000 Penalty: 3654.584717
	Iteration 35Q: 3 clusters Score -1.005779e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72537 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -10057819.000000 Penalty: 3654.584717
	Iteration 36Q: 3 clusters Score -1.005782e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -10057826.000000 Penalty: 3654.584717
	Iteration 37Q: 3 clusters Score -1.005783e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -10057809.000000 Penalty: 3654.584717
	Iteration 38Q: 3 clusters Score -1.005781e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72651 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -10057797.000000 Penalty: 3654.584717
	Iteration 39Q: 3 clusters Score -1.00578e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72690 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -10057806.000000 Penalty: 3654.584717
	Iteration 40F: 3 clusters Score -1.005781e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72720 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -10057813.000000 Penalty: 3654.584717
	Iteration 41Q: 3 clusters Score -1.005781e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72759 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -10057805.000000 Penalty: 3654.584717
	Iteration 42Q: 3 clusters Score -1.00578e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72796 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -10057787.000000 Penalty: 3654.584717
	Iteration 43Q: 3 clusters Score -1.005779e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72837 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -10057779.000000 Penalty: 3654.584717
	Iteration 44Q: 3 clusters Score -1.005778e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -10057788.000000 Penalty: 3654.584717
	Iteration 45Q: 3 clusters Score -1.005779e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72888 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -10057786.000000 Penalty: 3654.584717
	Iteration 46Q: 3 clusters Score -1.005779e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -10057783.000000 Penalty: 3654.584717
	Iteration 47Q: 3 clusters Score -1.005778e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72933 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -10057796.000000 Penalty: 3654.584717
	Iteration 48Q: 3 clusters Score -1.00578e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72950 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -10057785.000000 Penalty: 3654.584717
	Iteration 49Q: 3 clusters Score -1.005778e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72962 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -10057792.000000 Penalty: 3654.584717
	Iteration 50Q: 3 clusters Score -1.005779e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72980 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -10057809.000000 Penalty: 3654.584717
	Iteration 51Q: 3 clusters Score -1.005781e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73000 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -10057810.000000 Penalty: 3654.584717
	Iteration 52Q: 3 clusters Score -1.005781e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73024 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -10057834.000000 Penalty: 3654.584717
	Iteration 53Q: 3 clusters Score -1.005783e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73041 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -10057830.000000 Penalty: 3654.584717
	Iteration 54Q: 3 clusters Score -1.005783e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73054 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -10057825.000000 Penalty: 3654.584717
	Iteration 55Q: 3 clusters Score -1.005782e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -10057843.000000 Penalty: 3654.584717
	Iteration 56Q: 3 clusters Score -1.005784e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73070 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -10057852.000000 Penalty: 3654.584717
	Iteration 57Q: 3 clusters Score -1.005785e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73066 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -10057866.000000 Penalty: 3654.584717
	Iteration 58Q: 3 clusters Score -1.005787e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73078 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -10057868.000000 Penalty: 3654.584717
	Iteration 59Q: 3 clusters Score -1.005787e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73087 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -10057858.000000 Penalty: 3654.584717
	Iteration 60F: 3 clusters Score -1.005786e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73086 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -10057869.000000 Penalty: 3654.584717
	Iteration 61Q: 3 clusters Score -1.005787e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73090 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -10057866.000000 Penalty: 3654.584717
	Iteration 62Q: 3 clusters Score -1.005787e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73095 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -10057863.000000 Penalty: 3654.584717
	Iteration 63Q: 3 clusters Score -1.005786e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73101 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -10057870.000000 Penalty: 3654.584717
	Iteration 64Q: 3 clusters Score -1.005787e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73111 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -10057893.000000 Penalty: 3654.584717
	Iteration 65Q: 3 clusters Score -1.005789e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73116 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -10057881.000000 Penalty: 3654.584717
	Iteration 66Q: 3 clusters Score -1.005788e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73118 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -10057885.000000 Penalty: 3654.584717
	Iteration 67Q: 3 clusters Score -1.005788e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73122 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -10057891.000000 Penalty: 3654.584717
	Iteration 68Q: 3 clusters Score -1.005789e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73131 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -10057898.000000 Penalty: 3654.584717
	Iteration 69Q: 3 clusters Score -1.00579e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -10057889.000000 Penalty: 3654.584717
	Iteration 70Q: 3 clusters Score -1.005789e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73141 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -10057896.000000 Penalty: 3654.584717
	Iteration 71Q: 3 clusters Score -1.00579e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73151 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -10057886.000000 Penalty: 3654.584717
	Iteration 72Q: 3 clusters Score -1.005789e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73155 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -10057893.000000 Penalty: 3654.584717
	Iteration 73Q: 3 clusters Score -1.005789e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73154 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -10057892.000000 Penalty: 3654.584717
	Iteration 74Q: 3 clusters Score -1.005789e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -10057893.000000 Penalty: 3654.584717
	Iteration 75Q: 3 clusters Score -1.005789e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73160 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -10057895.000000 Penalty: 3654.584717
	Iteration 76Q: 3 clusters Score -1.00579e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73159 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -10057891.000000 Penalty: 3654.584717
	Iteration 77Q: 3 clusters Score -1.005789e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73157 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -10057893.000000 Penalty: 3654.584717
	Iteration 78Q: 3 clusters Score -1.005789e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73154 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -10057902.000000 Penalty: 3654.584717
	Iteration 79Q: 3 clusters Score -1.00579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73150 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -10057887.000000 Penalty: 3654.584717
	Iteration 80F: 3 clusters Score -1.005789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -10057893.000000 Penalty: 3654.584717
	Iteration 81Q: 3 clusters Score -1.005789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73148 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -10057897.000000 Penalty: 3654.584717
	Iteration 82Q: 3 clusters Score -1.00579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73153 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -10057900.000000 Penalty: 3654.584717
	Iteration 83Q: 3 clusters Score -1.00579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -10057884.000000 Penalty: 3654.584717
	Iteration 84Q: 3 clusters Score -1.005788e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73182 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -10057898.000000 Penalty: 3654.584717
	Iteration 85Q: 3 clusters Score -1.00579e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73204 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -10057893.000000 Penalty: 3654.584717
	Iteration 86Q: 3 clusters Score -1.005789e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73227 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -10057891.000000 Penalty: 3654.584717
	Iteration 87Q: 3 clusters Score -1.005789e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73253 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -10057914.000000 Penalty: 3654.584717
	Iteration 88Q: 3 clusters Score -1.005791e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -10057911.000000 Penalty: 3654.584717
	Iteration 89Q: 3 clusters Score -1.005791e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73283 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -10057916.000000 Penalty: 3654.584717
	Iteration 90Q: 3 clusters Score -1.005792e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73296 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -10057911.000000 Penalty: 3654.584717
	Iteration 91Q: 3 clusters Score -1.005791e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73304 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -10057902.000000 Penalty: 3654.584717
	Iteration 92Q: 3 clusters Score -1.00579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73311 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -10057907.000000 Penalty: 3654.584717
	Iteration 93Q: 3 clusters Score -1.005791e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73319 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -10057907.000000 Penalty: 3654.584717
	Iteration 94Q: 3 clusters Score -1.005791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73324 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -10057899.000000 Penalty: 3654.584717
	Iteration 95Q: 3 clusters Score -1.00579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73327 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -10057899.000000 Penalty: 3654.584717
	Iteration 96Q: 3 clusters Score -1.00579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73334 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -10057919.000000 Penalty: 3654.584717
	Iteration 97Q: 3 clusters Score -1.005792e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73339 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -10057907.000000 Penalty: 3654.584717
	Iteration 98Q: 3 clusters Score -1.005791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73348 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -10057911.000000 Penalty: 3654.584717
	Iteration 99Q: 3 clusters Score -1.005791e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73359 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -10057910.000000 Penalty: 3654.584717
	Iteration 100F: 3 clusters Score -1.005791e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73371 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -10057909.000000 Penalty: 3654.584717
	Iteration 101Q: 3 clusters Score -1.005791e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73383 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -10057918.000000 Penalty: 3654.584717
	Iteration 102Q: 3 clusters Score -1.005792e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73395 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -10057926.000000 Penalty: 3654.584717
	Iteration 103Q: 3 clusters Score -1.005793e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -10057927.000000 Penalty: 3654.584717
	Iteration 104Q: 3 clusters Score -1.005793e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73426 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -10057945.000000 Penalty: 3654.584717
	Iteration 105Q: 3 clusters Score -1.005794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73435 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -10057941.000000 Penalty: 3654.584717
	Iteration 106Q: 3 clusters Score -1.005794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73439 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -10057950.000000 Penalty: 3654.584717
	Iteration 107Q: 3 clusters Score -1.005795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73442 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -10057946.000000 Penalty: 3654.584717
	Iteration 108Q: 3 clusters Score -1.005795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73449 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -10057938.000000 Penalty: 3654.584717
	Iteration 109Q: 3 clusters Score -1.005794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73454 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -10057939.000000 Penalty: 3654.584717
	Iteration 110Q: 3 clusters Score -1.005794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73457 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -10057945.000000 Penalty: 3654.584717
	Iteration 111Q: 3 clusters Score -1.005794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73462 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -10057940.000000 Penalty: 3654.584717
	Iteration 112Q: 3 clusters Score -1.005794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73469 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -10057937.000000 Penalty: 3654.584717
	Iteration 113Q: 3 clusters Score -1.005794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73478 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -10057956.000000 Penalty: 3654.584717
	Iteration 114Q: 3 clusters Score -1.005796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73483 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -10057960.000000 Penalty: 3654.584717
	Iteration 115Q: 3 clusters Score -1.005796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73489 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -10057954.000000 Penalty: 3654.584717
	Iteration 116Q: 3 clusters Score -1.005795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73496 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -10057955.000000 Penalty: 3654.584717
	Iteration 117Q: 3 clusters Score -1.005796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73502 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -10057967.000000 Penalty: 3654.584717
	Iteration 118Q: 3 clusters Score -1.005797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73507 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -10057974.000000 Penalty: 3654.584717
	Iteration 119Q: 3 clusters Score -1.005797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -10057976.000000 Penalty: 3654.584717
	Iteration 120F: 3 clusters Score -1.005798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73518 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -10057960.000000 Penalty: 3654.584717
	Iteration 121Q: 3 clusters Score -1.005796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73518 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -10057966.000000 Penalty: 3654.584717
	Iteration 122Q: 3 clusters Score -1.005797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73516 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -10057964.000000 Penalty: 3654.584717
	Iteration 123Q: 3 clusters Score -1.005796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73518 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -10057960.000000 Penalty: 3654.584717
	Iteration 124Q: 3 clusters Score -1.005796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73519 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -10057963.000000 Penalty: 3654.584717
	Iteration 125Q: 3 clusters Score -1.005796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73522 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -10057959.000000 Penalty: 3654.584717
	Iteration 126Q: 3 clusters Score -1.005796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73522 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -10057959.000000 Penalty: 3654.584717
	Iteration 127F: 3 clusters Score -1.005796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (64411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Entering Unmasked Estep 
Score: -8356056.500000 Penalty: 1799.369019
	Iteration 0F: 2 clusters Score -8356056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -8313677.000000 Penalty: 3598.738037
	Iteration 0F: 3 clusters Score -8313677 nChanged 30366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -8331166.000000 Penalty: 3598.738037
	Iteration 1F: 3 clusters Score -8331166 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -8331797.500000 Penalty: 3598.738037
	Iteration 2Q: 3 clusters Score -8331798 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -8332519.500000 Penalty: 3598.738037
	Iteration 3Q: 3 clusters Score -8332520 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -8333360.500000 Penalty: 3598.738037
	Iteration 4Q: 3 clusters Score -8333360 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -8334507.000000 Penalty: 3598.738037
	Iteration 5Q: 3 clusters Score -8334507 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -8335942.000000 Penalty: 3598.738037
	Iteration 6Q: 3 clusters Score -8335942 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -8337699.500000 Penalty: 3598.738037
	Iteration 7Q: 3 clusters Score -8337700 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -8339857.000000 Penalty: 3598.738037
	Iteration 8F: 3 clusters Score -8339857 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -8342389.000000 Penalty: 3598.738037
	Iteration 9F: 3 clusters Score -8342389 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -8344623.000000 Penalty: 3598.738037
	Iteration 10F: 3 clusters Score -8344623 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -8346103.500000 Penalty: 3598.738037
	Iteration 11Q: 3 clusters Score -8346104 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -8346938.500000 Penalty: 3598.738037
	Iteration 12Q: 3 clusters Score -8346938 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -8347423.500000 Penalty: 3598.738037
	Iteration 13Q: 3 clusters Score -8347424 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -8347786.000000 Penalty: 3598.738037
	Iteration 14Q: 3 clusters Score -8347786 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -8348122.000000 Penalty: 3598.738037
	Iteration 15Q: 3 clusters Score -8348122 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -8348463.000000 Penalty: 3598.738037
	Iteration 16Q: 3 clusters Score -8348463 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -8348783.500000 Penalty: 3598.738037
	Iteration 17Q: 3 clusters Score -8348784 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 52541 members 
Entering Unmasked Estep 
Score: -8349136.000000 Penalty: 3598.738037
	Iteration 18Q: 3 clusters Score -8349136 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 53625 members 
Entering Unmasked Estep 
Score: -8349514.500000 Penalty: 3598.738037
	Iteration 19Q: 3 clusters Score -8349514 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 54733 members 
Entering Unmasked Estep 
Score: -8349942.000000 Penalty: 3598.738037
	Iteration 20F: 3 clusters Score -8349942 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 55811 members 
Entering Unmasked Estep 
Score: -8350354.500000 Penalty: 3598.738037
	Iteration 21Q: 3 clusters Score -8350354 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -8350844.500000 Penalty: 3598.738037
	Iteration 22Q: 3 clusters Score -8350844 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 58005 members 
Entering Unmasked Estep 
Score: -8351318.500000 Penalty: 3598.738037
	Iteration 23Q: 3 clusters Score -8351318 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 59056 members 
Entering Unmasked Estep 
Score: -8351797.000000 Penalty: 3598.738037
	Iteration 24Q: 3 clusters Score -8351797 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 60014 members 
Entering Unmasked Estep 
Score: -8352294.000000 Penalty: 3598.738037
	Iteration 25Q: 3 clusters Score -8352294 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 60862 members 
Entering Unmasked Estep 
Score: -8352698.000000 Penalty: 3598.738037
	Iteration 26Q: 3 clusters Score -8352698 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 61580 members 
Entering Unmasked Estep 
Score: -8353136.000000 Penalty: 3598.738037
	Iteration 27Q: 3 clusters Score -8353136 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 62197 members 
Entering Unmasked Estep 
Score: -8353410.500000 Penalty: 3598.738037
	Iteration 28Q: 3 clusters Score -8353410 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 62678 members 
Entering Unmasked Estep 
Score: -8353647.000000 Penalty: 3598.738037
	Iteration 29Q: 3 clusters Score -8353647 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 63077 members 
Entering Unmasked Estep 
Score: -8353875.500000 Penalty: 3598.738037
	Iteration 30Q: 3 clusters Score -8353876 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -8354014.000000 Penalty: 3598.738037
	Iteration 31Q: 3 clusters Score -8354014 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 63529 members 
Entering Unmasked Estep 
Score: -8354117.000000 Penalty: 3598.738037
	Iteration 32Q: 3 clusters Score -8354117 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 63669 members 
Entering Unmasked Estep 
Score: -8354222.500000 Penalty: 3598.738037
	Iteration 33Q: 3 clusters Score -8354222 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -8354308.500000 Penalty: 3598.738037
	Iteration 34Q: 3 clusters Score -8354308 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 63850 members 
Entering Unmasked Estep 
Score: -8354355.000000 Penalty: 3598.738037
	Iteration 35Q: 3 clusters Score -8354355 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 63903 members 
Entering Unmasked Estep 
Score: -8354407.500000 Penalty: 3598.738037
	Iteration 36Q: 3 clusters Score -8354408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 63939 members 
Entering Unmasked Estep 
Score: -8354429.500000 Penalty: 3598.738037
	Iteration 37Q: 3 clusters Score -8354430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 63972 members 
Entering Unmasked Estep 
Score: -8354460.000000 Penalty: 3598.738037
	Iteration 38Q: 3 clusters Score -8354460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 63994 members 
Entering Unmasked Estep 
Score: -8354482.500000 Penalty: 3598.738037
	Iteration 39Q: 3 clusters Score -8354482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 64009 members 
Entering Unmasked Estep 
Score: -8354495.500000 Penalty: 3598.738037
	Iteration 40F: 3 clusters Score -8354496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 64014 members 
Entering Unmasked Estep 
Score: -8354502.500000 Penalty: 3598.738037
	Iteration 41Q: 3 clusters Score -8354502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 64021 members 
Entering Unmasked Estep 
Score: -8354514.500000 Penalty: 3598.738037
	Iteration 42Q: 3 clusters Score -8354514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 64025 members 
Entering Unmasked Estep 
Score: -8354514.000000 Penalty: 3598.738037
	Iteration 43Q: 3 clusters Score -8354514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 64027 members 
Entering Unmasked Estep 
Score: -8354523.500000 Penalty: 3598.738037
	Iteration 44Q: 3 clusters Score -8354524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -8354525.000000 Penalty: 3598.738037
	Iteration 45Q: 3 clusters Score -8354525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -8354526.000000 Penalty: 3598.738037
	Iteration 46Q: 3 clusters Score -8354526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 64031 members 
Entering Unmasked Estep 
Score: -8354527.500000 Penalty: 3598.738037
	Iteration 47Q: 3 clusters Score -8354528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 64032 members 
Entering Unmasked Estep 
Score: -8354527.000000 Penalty: 3598.738037
	Iteration 48Q: 3 clusters Score -8354527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 64032 members 
Entering Unmasked Estep 
Score: -8354527.000000 Penalty: 3598.738037
	Iteration 49F: 3 clusters Score -8354527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Entering Unmasked Estep 
Score: -6732165.000000 Penalty: 1764.312134
	Iteration 0F: 2 clusters Score -6732165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -6697709.000000 Penalty: 3528.624268
	Iteration 0F: 3 clusters Score -6697709 nChanged 24437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -6711683.000000 Penalty: 3528.624268
	Iteration 1F: 3 clusters Score -6711683 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -6712462.500000 Penalty: 3528.624268
	Iteration 2Q: 3 clusters Score -6712462 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -6713396.000000 Penalty: 3528.624268
	Iteration 3Q: 3 clusters Score -6713396 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -6714391.000000 Penalty: 3528.624268
	Iteration 4Q: 3 clusters Score -6714391 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -6715750.500000 Penalty: 3528.624268
	Iteration 5F: 3 clusters Score -6715750 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -6717431.500000 Penalty: 3528.624268
	Iteration 6F: 3 clusters Score -6717432 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -6719581.500000 Penalty: 3528.624268
	Iteration 7F: 3 clusters Score -6719582 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -6721631.000000 Penalty: 3528.624268
	Iteration 8F: 3 clusters Score -6721631 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -6723009.000000 Penalty: 3528.624268
	Iteration 9Q: 3 clusters Score -6723009 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -6723735.500000 Penalty: 3528.624268
	Iteration 10Q: 3 clusters Score -6723736 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -6724143.000000 Penalty: 3528.624268
	Iteration 11Q: 3 clusters Score -6724143 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -6724351.000000 Penalty: 3528.624268
	Iteration 12Q: 3 clusters Score -6724351 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -6724549.500000 Penalty: 3528.624268
	Iteration 13Q: 3 clusters Score -6724550 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -6724699.000000 Penalty: 3528.624268
	Iteration 14Q: 3 clusters Score -6724699 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -6724836.500000 Penalty: 3528.624268
	Iteration 15Q: 3 clusters Score -6724836 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -6725029.000000 Penalty: 3528.624268
	Iteration 16Q: 3 clusters Score -6725029 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -6725280.000000 Penalty: 3528.624268
	Iteration 17Q: 3 clusters Score -6725280 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -6725509.000000 Penalty: 3528.624268
	Iteration 18Q: 3 clusters Score -6725509 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -6725731.000000 Penalty: 3528.624268
	Iteration 19Q: 3 clusters Score -6725731 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -6725996.000000 Penalty: 3528.624268
	Iteration 20F: 3 clusters Score -6725996 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -6726320.000000 Penalty: 3528.624268
	Iteration 21Q: 3 clusters Score -6726320 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -6726601.000000 Penalty: 3528.624268
	Iteration 22Q: 3 clusters Score -6726601 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -6726905.500000 Penalty: 3528.624268
	Iteration 23Q: 3 clusters Score -6726906 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -6727201.500000 Penalty: 3528.624268
	Iteration 24Q: 3 clusters Score -6727202 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -6727441.500000 Penalty: 3528.624268
	Iteration 25Q: 3 clusters Score -6727442 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -6727731.500000 Penalty: 3528.624268
	Iteration 26Q: 3 clusters Score -6727732 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -6728050.000000 Penalty: 3528.624268
	Iteration 27Q: 3 clusters Score -6728050 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -6728354.000000 Penalty: 3528.624268
	Iteration 28Q: 3 clusters Score -6728354 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -6728604.000000 Penalty: 3528.624268
	Iteration 29Q: 3 clusters Score -6728604 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -6728881.000000 Penalty: 3528.624268
	Iteration 30Q: 3 clusters Score -6728881 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -6729142.000000 Penalty: 3528.624268
	Iteration 31Q: 3 clusters Score -6729142 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -6729408.000000 Penalty: 3528.624268
	Iteration 32Q: 3 clusters Score -6729408 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -6729647.500000 Penalty: 3528.624268
	Iteration 33Q: 3 clusters Score -6729648 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -6729878.500000 Penalty: 3528.624268
	Iteration 34Q: 3 clusters Score -6729878 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -6730107.000000 Penalty: 3528.624268
	Iteration 35Q: 3 clusters Score -6730107 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -6730258.000000 Penalty: 3528.624268
	Iteration 36Q: 3 clusters Score -6730258 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 49642 members 
Entering Unmasked Estep 
Score: -6730374.500000 Penalty: 3528.624268
	Iteration 37Q: 3 clusters Score -6730374 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -6730461.000000 Penalty: 3528.624268
	Iteration 38Q: 3 clusters Score -6730461 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -6730509.000000 Penalty: 3528.624268
	Iteration 39Q: 3 clusters Score -6730509 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -6730592.000000 Penalty: 3528.624268
	Iteration 40F: 3 clusters Score -6730592 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -6730667.500000 Penalty: 3528.624268
	Iteration 41Q: 3 clusters Score -6730668 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -6730755.500000 Penalty: 3528.624268
	Iteration 42Q: 3 clusters Score -6730756 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -6730794.500000 Penalty: 3528.624268
	Iteration 43Q: 3 clusters Score -6730794 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -6730841.500000 Penalty: 3528.624268
	Iteration 44Q: 3 clusters Score -6730842 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -6730883.000000 Penalty: 3528.624268
	Iteration 45Q: 3 clusters Score -6730883 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -6730886.500000 Penalty: 3528.624268
	Iteration 46Q: 3 clusters Score -6730886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -6730914.000000 Penalty: 3528.624268
	Iteration 47Q: 3 clusters Score -6730914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -6730932.000000 Penalty: 3528.624268
	Iteration 48Q: 3 clusters Score -6730932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -6730944.000000 Penalty: 3528.624268
	Iteration 49Q: 3 clusters Score -6730944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -6730946.500000 Penalty: 3528.624268
	Iteration 50Q: 3 clusters Score -6730946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 50839 members 
Entering Unmasked Estep 
Score: -6730942.500000 Penalty: 3528.624268
	Iteration 51Q: 3 clusters Score -6730942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -6730944.000000 Penalty: 3528.624268
	Iteration 52Q: 3 clusters Score -6730944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -6730944.500000 Penalty: 3528.624268
	Iteration 53Q: 3 clusters Score -6730944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 50859 members 
Entering Unmasked Estep 
Score: -6730950.500000 Penalty: 3528.624268
	Iteration 54Q: 3 clusters Score -6730950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -6730957.500000 Penalty: 3528.624268
	Iteration 55Q: 3 clusters Score -6730958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -6730960.000000 Penalty: 3528.624268
	Iteration 56Q: 3 clusters Score -6730960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -6730970.500000 Penalty: 3528.624268
	Iteration 57Q: 3 clusters Score -6730970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -6730966.000000 Penalty: 3528.624268
	Iteration 58Q: 3 clusters Score -6730966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -6730967.000000 Penalty: 3528.624268
	Iteration 59Q: 3 clusters Score -6730967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -6730969.500000 Penalty: 3528.624268
	Iteration 60F: 3 clusters Score -6730970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -6730970.500000 Penalty: 3528.624268
	Iteration 61Q: 3 clusters Score -6730970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -6730968.000000 Penalty: 3528.624268
	Iteration 62Q: 3 clusters Score -6730968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -6730973.500000 Penalty: 3528.624268
	Iteration 63Q: 3 clusters Score -6730974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -6730976.500000 Penalty: 3528.624268
	Iteration 64Q: 3 clusters Score -6730976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -6730975.500000 Penalty: 3528.624268
	Iteration 65Q: 3 clusters Score -6730976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -6730975.500000 Penalty: 3528.624268
	Iteration 66F: 3 clusters Score -6730976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -77067.523438 Penalty: 1064.318237
	Iteration 0F: 2 clusters Score -77067.52 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 336 members 
Entering Unmasked Estep 
Score: -75853.820312 Penalty: 2128.636475
	Iteration 0F: 3 clusters Score -75853.82 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -76071.281250 Penalty: 2128.636475
	Iteration 1F: 3 clusters Score -76071.28 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -76165.289062 Penalty: 2128.636475
	Iteration 2F: 3 clusters Score -76165.29 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -76289.031250 Penalty: 2128.636475
	Iteration 3F: 3 clusters Score -76289.03 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -76408.359375 Penalty: 2128.636475
	Iteration 4F: 3 clusters Score -76408.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -76525.554688 Penalty: 2128.636475
	Iteration 5F: 3 clusters Score -76525.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -76626.804688 Penalty: 2128.636475
	Iteration 6Q: 3 clusters Score -76626.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -76745.062500 Penalty: 2128.636475
	Iteration 7Q: 3 clusters Score -76745.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76866.156250 Penalty: 2128.636475
	Iteration 8Q: 3 clusters Score -76866.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76929.414062 Penalty: 2128.636475
	Iteration 9Q: 3 clusters Score -76929.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -76957.132812 Penalty: 2128.636475
	Iteration 10Q: 3 clusters Score -76957.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -76980.898438 Penalty: 2128.636475
	Iteration 11Q: 3 clusters Score -76980.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -77002.562500 Penalty: 2128.636475
	Iteration 12Q: 3 clusters Score -77002.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -77018.039062 Penalty: 2128.636475
	Iteration 13Q: 3 clusters Score -77018.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -77029.132812 Penalty: 2128.636475
	Iteration 14Q: 3 clusters Score -77029.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77036.859375 Penalty: 2128.636475
	Iteration 15Q: 3 clusters Score -77036.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -77045.078125 Penalty: 2128.636475
	Iteration 16Q: 3 clusters Score -77045.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -77051.539062 Penalty: 2128.636475
	Iteration 17Q: 3 clusters Score -77051.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -77054.242188 Penalty: 2128.636475
	Iteration 18Q: 3 clusters Score -77054.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -77054.242188 Penalty: 2128.636475
	Iteration 19F: 3 clusters Score -77054.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -58627.542969 Penalty: 1041.920532
	Iteration 0F: 2 clusters Score -58627.54 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 306 members 
Entering Unmasked Estep 
Score: -57529.828125 Penalty: 2083.841064
	Iteration 0F: 3 clusters Score -57529.83 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -57788.656250 Penalty: 2083.841064
	Iteration 1F: 3 clusters Score -57788.66 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -57916.847656 Penalty: 2083.841064
	Iteration 2F: 3 clusters Score -57916.85 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -58007.796875 Penalty: 2083.841064
	Iteration 3F: 3 clusters Score -58007.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -58059.738281 Penalty: 2083.841064
	Iteration 4Q: 3 clusters Score -58059.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -58072.253906 Penalty: 2083.841064
	Iteration 5Q: 3 clusters Score -58072.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -58109.105469 Penalty: 2083.841064
	Iteration 6Q: 3 clusters Score -58109.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -58149.292969 Penalty: 2083.841064
	Iteration 7Q: 3 clusters Score -58149.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -58173.652344 Penalty: 2083.841064
	Iteration 8Q: 3 clusters Score -58173.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -58194.699219 Penalty: 2083.841064
	Iteration 9Q: 3 clusters Score -58194.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -58203.410156 Penalty: 2083.841064
	Iteration 10Q: 3 clusters Score -58203.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -58206.746094 Penalty: 2083.841064
	Iteration 11Q: 3 clusters Score -58206.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -58209.367188 Penalty: 2083.841064
	Iteration 12F: 3 clusters Score -58209.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -58215.773438 Penalty: 2083.841064
	Iteration 13Q: 3 clusters Score -58215.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -58220.402344 Penalty: 2083.841064
	Iteration 14Q: 3 clusters Score -58220.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -58220.402344 Penalty: 2083.841064
	Iteration 15F: 3 clusters Score -58220.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 81806 members 
Mstep: Class 2 contains 19050 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 7 contains 83294 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 26860 members 
Mstep: Class 12 contains 11163 members 
Mstep: Class 13 contains 3319 members 
Mstep: Class 16 contains 76487 members 
Mstep: Class 17 contains 64411 members 
Mstep: Class 18 contains 51912 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54002092.000000 Penalty: 31573.416016
Iteration 79Q: 16 clusters Score -5.400209e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 84543 members 
Mstep: Class 2 contains 18965 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 448 members 
Mstep: Class 7 contains 83035 members 
Mstep: Class 10 contains 1093 members 
Mstep: Class 11 contains 26760 members 
Mstep: Class 12 contains 11149 members 
Mstep: Class 13 contains 3340 members 
Mstep: Class 16 contains 74969 members 
Mstep: Class 17 contains 64336 members 
Mstep: Class 18 contains 51202 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54003080.000000 Penalty: 31573.416016
Iteration 80F: 16 clusters Score -5.400308e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 87578 members 
Mstep: Class 2 contains 18854 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 82698 members 
Mstep: Class 10 contains 1097 members 
Mstep: Class 11 contains 26628 members 
Mstep: Class 12 contains 11141 members 
Mstep: Class 13 contains 3356 members 
Mstep: Class 16 contains 73424 members 
Mstep: Class 17 contains 64198 members 
Mstep: Class 18 contains 50418 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54004072.000000 Penalty: 31573.416016
Iteration 81Q: 16 clusters Score -5.400407e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 90908 members 
Mstep: Class 2 contains 18758 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 82278 members 
Mstep: Class 10 contains 1100 members 
Mstep: Class 11 contains 26495 members 
Mstep: Class 12 contains 11142 members 
Mstep: Class 13 contains 3363 members 
Mstep: Class 16 contains 71760 members 
Mstep: Class 17 contains 64032 members 
Mstep: Class 18 contains 49555 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54004712.000000 Penalty: 31573.416016
Iteration 82Q: 16 clusters Score -5.400471e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 94449 members 
Mstep: Class 2 contains 18632 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 81846 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 26357 members 
Mstep: Class 12 contains 11141 members 
Mstep: Class 13 contains 3372 members 
Mstep: Class 16 contains 70096 members 
Mstep: Class 17 contains 63810 members 
Mstep: Class 18 contains 48586 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54005704.000000 Penalty: 31573.416016
Iteration 83Q: 16 clusters Score -5.40057e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 97733 members 
Mstep: Class 2 contains 18448 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 81456 members 
Mstep: Class 10 contains 1099 members 
Mstep: Class 11 contains 26213 members 
Mstep: Class 12 contains 11117 members 
Mstep: Class 13 contains 3379 members 
Mstep: Class 16 contains 68573 members 
Mstep: Class 17 contains 63700 members 
Mstep: Class 18 contains 47671 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54007064.000000 Penalty: 31573.416016
Iteration 84Q: 16 clusters Score -5.400706e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 100592 members 
Mstep: Class 2 contains 18192 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 81129 members 
Mstep: Class 10 contains 1098 members 
Mstep: Class 11 contains 26086 members 
Mstep: Class 12 contains 11099 members 
Mstep: Class 13 contains 3385 members 
Mstep: Class 16 contains 67262 members 
Mstep: Class 17 contains 63678 members 
Mstep: Class 18 contains 46868 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54007712.000000 Penalty: 31573.416016
Iteration 85Q: 16 clusters Score -5.400771e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 103135 members 
Mstep: Class 2 contains 17914 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 80836 members 
Mstep: Class 10 contains 1098 members 
Mstep: Class 11 contains 25983 members 
Mstep: Class 12 contains 11083 members 
Mstep: Class 13 contains 3386 members 
Mstep: Class 16 contains 66146 members 
Mstep: Class 17 contains 63673 members 
Mstep: Class 18 contains 46136 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008812.000000 Penalty: 31573.416016
Iteration 86Q: 16 clusters Score -5.400881e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 105558 members 
Mstep: Class 2 contains 17672 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 80686 members 
Mstep: Class 10 contains 1098 members 
Mstep: Class 11 contains 25861 members 
Mstep: Class 12 contains 11059 members 
Mstep: Class 13 contains 3381 members 
Mstep: Class 16 contains 65097 members 
Mstep: Class 17 contains 63534 members 
Mstep: Class 18 contains 45443 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54009816.000000 Penalty: 31573.416016
Iteration 87Q: 16 clusters Score -5.400982e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 107985 members 
Mstep: Class 2 contains 17476 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 80733 members 
Mstep: Class 10 contains 1097 members 
Mstep: Class 11 contains 25681 members 
Mstep: Class 12 contains 11027 members 
Mstep: Class 13 contains 3373 members 
Mstep: Class 16 contains 64109 members 
Mstep: Class 17 contains 63224 members 
Mstep: Class 18 contains 44684 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010256.000000 Penalty: 31573.416016
Iteration 88Q: 16 clusters Score -5.401026e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 110393 members 
Mstep: Class 2 contains 17350 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 80891 members 
Mstep: Class 10 contains 1089 members 
Mstep: Class 11 contains 25470 members 
Mstep: Class 12 contains 11000 members 
Mstep: Class 13 contains 3360 members 
Mstep: Class 16 contains 63175 members 
Mstep: Class 17 contains 62831 members 
Mstep: Class 18 contains 43831 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010180.000000 Penalty: 31573.416016
Iteration 89Q: 16 clusters Score -5.401018e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 112669 members 
Mstep: Class 2 contains 17278 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 81181 members 
Mstep: Class 10 contains 1087 members 
Mstep: Class 11 contains 25184 members 
Mstep: Class 12 contains 10937 members 
Mstep: Class 13 contains 3346 members 
Mstep: Class 16 contains 62290 members 
Mstep: Class 17 contains 62340 members 
Mstep: Class 18 contains 43078 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010200.000000 Penalty: 31573.416016
Iteration 90Q: 16 clusters Score -5.40102e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 114515 members 
Mstep: Class 2 contains 17274 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 81623 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 24920 members 
Mstep: Class 12 contains 10872 members 
Mstep: Class 13 contains 3330 members 
Mstep: Class 16 contains 61610 members 
Mstep: Class 17 contains 61834 members 
Mstep: Class 18 contains 42329 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54009256.000000 Penalty: 31573.416016
Iteration 91Q: 16 clusters Score -5.400926e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115896 members 
Mstep: Class 2 contains 17295 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 82130 members 
Mstep: Class 10 contains 1079 members 
Mstep: Class 11 contains 24714 members 
Mstep: Class 12 contains 10791 members 
Mstep: Class 13 contains 3316 members 
Mstep: Class 16 contains 61146 members 
Mstep: Class 17 contains 61363 members 
Mstep: Class 18 contains 41660 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008284.000000 Penalty: 31573.416016
Iteration 92Q: 16 clusters Score -5.400828e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 116649 members 
Mstep: Class 2 contains 17319 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 82706 members 
Mstep: Class 10 contains 1076 members 
Mstep: Class 11 contains 24565 members 
Mstep: Class 12 contains 10735 members 
Mstep: Class 13 contains 3304 members 
Mstep: Class 16 contains 61022 members 
Mstep: Class 17 contains 60990 members 
Mstep: Class 18 contains 41026 members 
Mstep: Class 20 contains 697 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54007396.000000 Penalty: 31573.416016
Iteration 93Q: 16 clusters Score -5.40074e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 117040 members 
Mstep: Class 2 contains 17347 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 83203 members 
Mstep: Class 10 contains 1074 members 
Mstep: Class 11 contains 24478 members 
Mstep: Class 12 contains 10695 members 
Mstep: Class 13 contains 3290 members 
Mstep: Class 16 contains 60986 members 
Mstep: Class 17 contains 60776 members 
Mstep: Class 18 contains 40502 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54007076.000000 Penalty: 31573.416016
Iteration 94Q: 16 clusters Score -5.400708e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 117124 members 
Mstep: Class 2 contains 17383 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 83678 members 
Mstep: Class 10 contains 1072 members 
Mstep: Class 11 contains 24417 members 
Mstep: Class 12 contains 10662 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 16 contains 61051 members 
Mstep: Class 17 contains 60711 members 
Mstep: Class 18 contains 40018 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54006728.000000 Penalty: 31573.416016
Iteration 95Q: 16 clusters Score -5.400673e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 117074 members 
Mstep: Class 2 contains 17391 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84078 members 
Mstep: Class 10 contains 1070 members 
Mstep: Class 11 contains 24376 members 
Mstep: Class 12 contains 10639 members 
Mstep: Class 13 contains 3264 members 
Mstep: Class 16 contains 61120 members 
Mstep: Class 17 contains 60689 members 
Mstep: Class 18 contains 39689 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54006464.000000 Penalty: 31573.416016
Iteration 96Q: 16 clusters Score -5.400646e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 117006 members 
Mstep: Class 2 contains 17408 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84399 members 
Mstep: Class 10 contains 1073 members 
Mstep: Class 11 contains 24351 members 
Mstep: Class 12 contains 10631 members 
Mstep: Class 13 contains 3249 members 
Mstep: Class 16 contains 61172 members 
Mstep: Class 17 contains 60714 members 
Mstep: Class 18 contains 39387 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54006300.000000 Penalty: 31573.416016
Iteration 97Q: 16 clusters Score -5.40063e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 116908 members 
Mstep: Class 2 contains 17405 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84661 members 
Mstep: Class 10 contains 1074 members 
Mstep: Class 11 contains 24349 members 
Mstep: Class 12 contains 10650 members 
Mstep: Class 13 contains 3233 members 
Mstep: Class 16 contains 61240 members 
Mstep: Class 17 contains 60745 members 
Mstep: Class 18 contains 39126 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54006252.000000 Penalty: 31573.416016
Iteration 98Q: 16 clusters Score -5.400625e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 116746 members 
Mstep: Class 2 contains 17422 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84845 members 
Mstep: Class 10 contains 1074 members 
Mstep: Class 11 contains 24357 members 
Mstep: Class 12 contains 10659 members 
Mstep: Class 13 contains 3215 members 
Mstep: Class 16 contains 61350 members 
Mstep: Class 17 contains 60798 members 
Mstep: Class 18 contains 38925 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54006216.000000 Penalty: 31573.416016
Iteration 99Q: 16 clusters Score -5.400622e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 116662 members 
Mstep: Class 2 contains 17428 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84949 members 
Mstep: Class 10 contains 1076 members 
Mstep: Class 11 contains 24349 members 
Mstep: Class 12 contains 10691 members 
Mstep: Class 13 contains 3198 members 
Mstep: Class 16 contains 61384 members 
Mstep: Class 17 contains 60874 members 
Mstep: Class 18 contains 38781 members 
Mstep: Class 20 contains 697 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54005932.000000 Penalty: 31573.416016
Iteration 100F: 16 clusters Score -5.400593e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 116556 members 
Mstep: Class 2 contains 17428 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 85019 members 
Mstep: Class 10 contains 1076 members 
Mstep: Class 11 contains 24364 members 
Mstep: Class 12 contains 10694 members 
Mstep: Class 13 contains 3186 members 
Mstep: Class 16 contains 61486 members 
Mstep: Class 17 contains 60960 members 
Mstep: Class 18 contains 38622 members 
Mstep: Class 20 contains 697 members 
Mstep: Class 21 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54006056.000000 Penalty: 31573.416016
Iteration 101Q: 16 clusters Score -5.400606e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 116442 members 
Mstep: Class 2 contains 17433 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 85053 members 
Mstep: Class 10 contains 1077 members 
Mstep: Class 11 contains 24387 members 
Mstep: Class 12 contains 10693 members 
Mstep: Class 13 contains 3172 members 
Mstep: Class 16 contains 61602 members 
Mstep: Class 17 contains 61064 members 
Mstep: Class 18 contains 38467 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54006032.000000 Penalty: 31573.416016
Iteration 102Q: 16 clusters Score -5.400603e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 116319 members 
Mstep: Class 2 contains 17446 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 85097 members 
Mstep: Class 10 contains 1078 members 
Mstep: Class 11 contains 24425 members 
Mstep: Class 12 contains 10695 members 
Mstep: Class 13 contains 3149 members 
Mstep: Class 16 contains 61661 members 
Mstep: Class 17 contains 61182 members 
Mstep: Class 18 contains 38338 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54006084.000000 Penalty: 31573.416016
Iteration 103Q: 16 clusters Score -5.400608e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 116161 members 
Mstep: Class 2 contains 17433 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 85096 members 
Mstep: Class 10 contains 1080 members 
Mstep: Class 11 contains 24459 members 
Mstep: Class 12 contains 10704 members 
Mstep: Class 13 contains 3136 members 
Mstep: Class 16 contains 61766 members 
Mstep: Class 17 contains 61329 members 
Mstep: Class 18 contains 38226 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54006160.000000 Penalty: 31573.416016
Iteration 104Q: 16 clusters Score -5.400616e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 116039 members 
Mstep: Class 2 contains 17434 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 85096 members 
Mstep: Class 10 contains 1085 members 
Mstep: Class 11 contains 24499 members 
Mstep: Class 12 contains 10705 members 
Mstep: Class 13 contains 3126 members 
Mstep: Class 16 contains 61790 members 
Mstep: Class 17 contains 61489 members 
Mstep: Class 18 contains 38128 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54006252.000000 Penalty: 31573.416016
Iteration 105Q: 16 clusters Score -5.400625e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115927 members 
Mstep: Class 2 contains 17455 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 85066 members 
Mstep: Class 10 contains 1085 members 
Mstep: Class 11 contains 24539 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 3114 members 
Mstep: Class 16 contains 61852 members 
Mstep: Class 17 contains 61632 members 
Mstep: Class 18 contains 38014 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54006144.000000 Penalty: 31573.416016
Iteration 106Q: 16 clusters Score -5.400614e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115871 members 
Mstep: Class 2 contains 17497 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 85037 members 
Mstep: Class 10 contains 1087 members 
Mstep: Class 11 contains 24602 members 
Mstep: Class 12 contains 10699 members 
Mstep: Class 13 contains 3099 members 
Mstep: Class 16 contains 61867 members 
Mstep: Class 17 contains 61735 members 
Mstep: Class 18 contains 37896 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54006372.000000 Penalty: 31573.416016
Iteration 107Q: 16 clusters Score -5.400637e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115731 members 
Mstep: Class 2 contains 17542 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 85025 members 
Mstep: Class 10 contains 1088 members 
Mstep: Class 11 contains 24648 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 13 contains 3086 members 
Mstep: Class 16 contains 61899 members 
Mstep: Class 17 contains 61856 members 
Mstep: Class 18 contains 37810 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54006528.000000 Penalty: 31573.416016
Iteration 108Q: 16 clusters Score -5.400653e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115684 members 
Mstep: Class 2 contains 17593 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 85016 members 
Mstep: Class 10 contains 1091 members 
Mstep: Class 11 contains 24666 members 
Mstep: Class 12 contains 10710 members 
Mstep: Class 13 contains 3076 members 
Mstep: Class 16 contains 61869 members 
Mstep: Class 17 contains 61949 members 
Mstep: Class 18 contains 37737 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54006640.000000 Penalty: 31573.416016
Iteration 109Q: 16 clusters Score -5.400664e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115636 members 
Mstep: Class 2 contains 17637 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84975 members 
Mstep: Class 10 contains 1092 members 
Mstep: Class 11 contains 24682 members 
Mstep: Class 12 contains 10724 members 
Mstep: Class 13 contains 3061 members 
Mstep: Class 16 contains 61858 members 
Mstep: Class 17 contains 62063 members 
Mstep: Class 18 contains 37663 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54006536.000000 Penalty: 31573.416016
Iteration 110Q: 16 clusters Score -5.400654e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115595 members 
Mstep: Class 2 contains 17675 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84911 members 
Mstep: Class 10 contains 1092 members 
Mstep: Class 11 contains 24695 members 
Mstep: Class 12 contains 10736 members 
Mstep: Class 13 contains 3047 members 
Mstep: Class 16 contains 61887 members 
Mstep: Class 17 contains 62188 members 
Mstep: Class 18 contains 37565 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54006792.000000 Penalty: 31573.416016
Iteration 111Q: 16 clusters Score -5.400679e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115562 members 
Mstep: Class 2 contains 17700 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84846 members 
Mstep: Class 10 contains 1092 members 
Mstep: Class 11 contains 24713 members 
Mstep: Class 12 contains 10751 members 
Mstep: Class 13 contains 3037 members 
Mstep: Class 16 contains 61949 members 
Mstep: Class 17 contains 62288 members 
Mstep: Class 18 contains 37453 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54006852.000000 Penalty: 31573.416016
Iteration 112Q: 16 clusters Score -5.400685e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115500 members 
Mstep: Class 2 contains 17724 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84781 members 
Mstep: Class 10 contains 1095 members 
Mstep: Class 11 contains 24744 members 
Mstep: Class 12 contains 10759 members 
Mstep: Class 13 contains 3031 members 
Mstep: Class 16 contains 62014 members 
Mstep: Class 17 contains 62411 members 
Mstep: Class 18 contains 37330 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54006828.000000 Penalty: 31573.416016
Iteration 113Q: 16 clusters Score -5.400683e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115498 members 
Mstep: Class 2 contains 17737 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84712 members 
Mstep: Class 10 contains 1095 members 
Mstep: Class 11 contains 24768 members 
Mstep: Class 12 contains 10767 members 
Mstep: Class 13 contains 3023 members 
Mstep: Class 16 contains 62051 members 
Mstep: Class 17 contains 62570 members 
Mstep: Class 18 contains 37168 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54006808.000000 Penalty: 31573.416016
Iteration 114Q: 16 clusters Score -5.400681e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115510 members 
Mstep: Class 2 contains 17755 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84631 members 
Mstep: Class 10 contains 1095 members 
Mstep: Class 11 contains 24795 members 
Mstep: Class 12 contains 10785 members 
Mstep: Class 13 contains 3020 members 
Mstep: Class 16 contains 62113 members 
Mstep: Class 17 contains 62745 members 
Mstep: Class 18 contains 36940 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54006760.000000 Penalty: 31573.416016
Iteration 115Q: 16 clusters Score -5.400676e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115516 members 
Mstep: Class 2 contains 17779 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84558 members 
Mstep: Class 10 contains 1097 members 
Mstep: Class 11 contains 24827 members 
Mstep: Class 12 contains 10793 members 
Mstep: Class 13 contains 3014 members 
Mstep: Class 16 contains 62158 members 
Mstep: Class 17 contains 62940 members 
Mstep: Class 18 contains 36707 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54006692.000000 Penalty: 31573.416016
Iteration 116Q: 16 clusters Score -5.400669e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115497 members 
Mstep: Class 2 contains 17797 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84495 members 
Mstep: Class 10 contains 1097 members 
Mstep: Class 11 contains 24864 members 
Mstep: Class 12 contains 10802 members 
Mstep: Class 13 contains 3012 members 
Mstep: Class 16 contains 62231 members 
Mstep: Class 17 contains 63141 members 
Mstep: Class 18 contains 36453 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54006916.000000 Penalty: 31573.416016
Iteration 117Q: 16 clusters Score -5.400692e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115527 members 
Mstep: Class 2 contains 17820 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84441 members 
Mstep: Class 10 contains 1098 members 
Mstep: Class 11 contains 24880 members 
Mstep: Class 12 contains 10806 members 
Mstep: Class 13 contains 3007 members 
Mstep: Class 16 contains 62285 members 
Mstep: Class 17 contains 63385 members 
Mstep: Class 18 contains 36141 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54007084.000000 Penalty: 31573.416016
Iteration 118Q: 16 clusters Score -5.400708e+07 nChanged 1294
Entering ConstructFrom: 
Score: -54007084.000000 Penalty: 31573.416016
Entering ConstructFrom: 
Trying to split cluster 1 (115534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115534 members 
Entering Unmasked Estep 
Score: -14926814.000000 Penalty: 1894.314453
	Iteration 0F: 2 clusters Score -1.492681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 57893 members 
Entering Unmasked Estep 
Score: -14856120.000000 Penalty: 3788.628906
	Iteration 0F: 3 clusters Score -1.485612e+07 nChanged 55462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 59431 members 
Entering Unmasked Estep 
Score: -14888311.000000 Penalty: 3788.628906
	Iteration 1F: 3 clusters Score -1.488831e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55115 members 
Mstep: Class 2 contains 60419 members 
Entering Unmasked Estep 
Score: -14889167.000000 Penalty: 3788.628906
	Iteration 2Q: 3 clusters Score -1.488917e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53593 members 
Mstep: Class 2 contains 61941 members 
Entering Unmasked Estep 
Score: -14890387.000000 Penalty: 3788.628906
	Iteration 3Q: 3 clusters Score -1.489039e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -14892360.000000 Penalty: 3788.628906
	Iteration 4Q: 3 clusters Score -1.489236e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 67283 members 
Entering Unmasked Estep 
Score: -14895520.000000 Penalty: 3788.628906
	Iteration 5Q: 3 clusters Score -1.489552e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 71265 members 
Entering Unmasked Estep 
Score: -14900550.000000 Penalty: 3788.628906
	Iteration 6F: 3 clusters Score -1.490055e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 75336 members 
Entering Unmasked Estep 
Score: -14906514.000000 Penalty: 3788.628906
	Iteration 7F: 3 clusters Score -1.490651e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 78417 members 
Entering Unmasked Estep 
Score: -14911214.000000 Penalty: 3788.628906
	Iteration 8F: 3 clusters Score -1.491121e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 80253 members 
Entering Unmasked Estep 
Score: -14913512.000000 Penalty: 3788.628906
	Iteration 9Q: 3 clusters Score -1.491351e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 81638 members 
Entering Unmasked Estep 
Score: -14914394.000000 Penalty: 3788.628906
	Iteration 10Q: 3 clusters Score -1.491439e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 82724 members 
Entering Unmasked Estep 
Score: -14914733.000000 Penalty: 3788.628906
	Iteration 11Q: 3 clusters Score -1.491473e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 83798 members 
Entering Unmasked Estep 
Score: -14914910.000000 Penalty: 3788.628906
	Iteration 12Q: 3 clusters Score -1.491491e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 84786 members 
Entering Unmasked Estep 
Score: -14915159.000000 Penalty: 3788.628906
	Iteration 13Q: 3 clusters Score -1.491516e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 85721 members 
Entering Unmasked Estep 
Score: -14915234.000000 Penalty: 3788.628906
	Iteration 14Q: 3 clusters Score -1.491523e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 86614 members 
Entering Unmasked Estep 
Score: -14915345.000000 Penalty: 3788.628906
	Iteration 15Q: 3 clusters Score -1.491534e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 87472 members 
Entering Unmasked Estep 
Score: -14915380.000000 Penalty: 3788.628906
	Iteration 16Q: 3 clusters Score -1.491538e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 88275 members 
Entering Unmasked Estep 
Score: -14915573.000000 Penalty: 3788.628906
	Iteration 17Q: 3 clusters Score -1.491557e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 89051 members 
Entering Unmasked Estep 
Score: -14915598.000000 Penalty: 3788.628906
	Iteration 18Q: 3 clusters Score -1.49156e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 89804 members 
Entering Unmasked Estep 
Score: -14915686.000000 Penalty: 3788.628906
	Iteration 19Q: 3 clusters Score -1.491569e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 90549 members 
Entering Unmasked Estep 
Score: -14915876.000000 Penalty: 3788.628906
	Iteration 20F: 3 clusters Score -1.491588e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 91231 members 
Entering Unmasked Estep 
Score: -14915940.000000 Penalty: 3788.628906
	Iteration 21Q: 3 clusters Score -1.491594e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 91873 members 
Entering Unmasked Estep 
Score: -14915994.000000 Penalty: 3788.628906
	Iteration 22Q: 3 clusters Score -1.491599e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 92494 members 
Entering Unmasked Estep 
Score: -14916489.000000 Penalty: 3788.628906
	Iteration 23Q: 3 clusters Score -1.491649e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 93279 members 
Entering Unmasked Estep 
Score: -14917190.000000 Penalty: 3788.628906
	Iteration 24Q: 3 clusters Score -1.491719e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 94192 members 
Entering Unmasked Estep 
Score: -14917835.000000 Penalty: 3788.628906
	Iteration 25Q: 3 clusters Score -1.491784e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 95213 members 
Entering Unmasked Estep 
Score: -14918594.000000 Penalty: 3788.628906
	Iteration 26Q: 3 clusters Score -1.491859e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 96334 members 
Entering Unmasked Estep 
Score: -14919557.000000 Penalty: 3788.628906
	Iteration 27Q: 3 clusters Score -1.491956e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 97670 members 
Entering Unmasked Estep 
Score: -14920773.000000 Penalty: 3788.628906
	Iteration 28Q: 3 clusters Score -1.492077e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 99330 members 
Entering Unmasked Estep 
Score: -14922056.000000 Penalty: 3788.628906
	Iteration 29Q: 3 clusters Score -1.492206e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 101214 members 
Entering Unmasked Estep 
Score: -14923463.000000 Penalty: 3788.628906
	Iteration 30Q: 3 clusters Score -1.492346e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 103364 members 
Entering Unmasked Estep 
Score: -14924955.000000 Penalty: 3788.628906
	Iteration 31Q: 3 clusters Score -1.492496e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 105748 members 
Entering Unmasked Estep 
Score: -14926056.000000 Penalty: 3788.628906
	Iteration 32Q: 3 clusters Score -1.492606e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 108209 members 
Entering Unmasked Estep 
Score: -14926856.000000 Penalty: 3788.628906
	Iteration 33Q: 3 clusters Score -1.492686e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 110469 members 
Entering Unmasked Estep 
Score: -14927003.000000 Penalty: 3788.628906
	Iteration 34Q: 3 clusters Score -1.4927e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 112347 members 
Entering Unmasked Estep 
Score: -14926879.000000 Penalty: 3788.628906
	Iteration 35Q: 3 clusters Score -1.492688e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 113611 members 
Entering Unmasked Estep 
Score: -14926587.000000 Penalty: 3788.628906
	Iteration 36Q: 3 clusters Score -1.492659e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 114332 members 
Entering Unmasked Estep 
Score: -14926226.000000 Penalty: 3788.628906
	Iteration 37Q: 3 clusters Score -1.492623e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 114713 members 
Entering Unmasked Estep 
Score: -14925958.000000 Penalty: 3788.628906
	Iteration 38Q: 3 clusters Score -1.492596e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 114917 members 
Entering Unmasked Estep 
Score: -14925861.000000 Penalty: 3788.628906
	Iteration 39Q: 3 clusters Score -1.492586e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 115033 members 
Entering Unmasked Estep 
Score: -14925799.000000 Penalty: 3788.628906
	Iteration 40F: 3 clusters Score -1.49258e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 115097 members 
Entering Unmasked Estep 
Score: -14925782.000000 Penalty: 3788.628906
	Iteration 41Q: 3 clusters Score -1.492578e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 115140 members 
Entering Unmasked Estep 
Score: -14925766.000000 Penalty: 3788.628906
	Iteration 42Q: 3 clusters Score -1.492577e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 115165 members 
Entering Unmasked Estep 
Score: -14925763.000000 Penalty: 3788.628906
	Iteration 43Q: 3 clusters Score -1.492576e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 115186 members 
Entering Unmasked Estep 
Score: -14925787.000000 Penalty: 3788.628906
	Iteration 44Q: 3 clusters Score -1.492579e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 115201 members 
Entering Unmasked Estep 
Score: -14925767.000000 Penalty: 3788.628906
	Iteration 45Q: 3 clusters Score -1.492577e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 115205 members 
Entering Unmasked Estep 
Score: -14925775.000000 Penalty: 3788.628906
	Iteration 46Q: 3 clusters Score -1.492578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 115209 members 
Entering Unmasked Estep 
Score: -14925789.000000 Penalty: 3788.628906
	Iteration 47Q: 3 clusters Score -1.492579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 115214 members 
Entering Unmasked Estep 
Score: -14925767.000000 Penalty: 3788.628906
	Iteration 48Q: 3 clusters Score -1.492577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 115215 members 
Entering Unmasked Estep 
Score: -14925771.000000 Penalty: 3788.628906
	Iteration 49Q: 3 clusters Score -1.492577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 115216 members 
Entering Unmasked Estep 
Score: -14925773.000000 Penalty: 3788.628906
	Iteration 50Q: 3 clusters Score -1.492577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 115218 members 
Entering Unmasked Estep 
Score: -14925768.000000 Penalty: 3788.628906
	Iteration 51Q: 3 clusters Score -1.492577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 115218 members 
Entering Unmasked Estep 
Score: -14925768.000000 Penalty: 3788.628906
	Iteration 52F: 3 clusters Score -1.492577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Entering Unmasked Estep 
Score: -2269072.500000 Penalty: 1590.826660
	Iteration 0F: 2 clusters Score -2269072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2256962.500000 Penalty: 3181.653320
	Iteration 0F: 3 clusters Score -2256962 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2261192.250000 Penalty: 3181.653320
	Iteration 1F: 3 clusters Score -2261192 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2261473.500000 Penalty: 3181.653320
	Iteration 2Q: 3 clusters Score -2261474 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2261748.000000 Penalty: 3181.653320
	Iteration 3Q: 3 clusters Score -2261748 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2262046.750000 Penalty: 3181.653320
	Iteration 4Q: 3 clusters Score -2262047 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2262422.000000 Penalty: 3181.653320
	Iteration 5Q: 3 clusters Score -2262422 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2262989.000000 Penalty: 3181.653320
	Iteration 6F: 3 clusters Score -2262989 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2263837.250000 Penalty: 3181.653320
	Iteration 7F: 3 clusters Score -2263837 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2264847.750000 Penalty: 3181.653320
	Iteration 8F: 3 clusters Score -2264848 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2265887.500000 Penalty: 3181.653320
	Iteration 9F: 3 clusters Score -2265888 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2266637.000000 Penalty: 3181.653320
	Iteration 10Q: 3 clusters Score -2266637 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2267113.000000 Penalty: 3181.653320
	Iteration 11Q: 3 clusters Score -2267113 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2267368.000000 Penalty: 3181.653320
	Iteration 12Q: 3 clusters Score -2267368 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2267503.250000 Penalty: 3181.653320
	Iteration 13Q: 3 clusters Score -2267503 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2267579.750000 Penalty: 3181.653320
	Iteration 14Q: 3 clusters Score -2267580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2267623.250000 Penalty: 3181.653320
	Iteration 15Q: 3 clusters Score -2267623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2267651.000000 Penalty: 3181.653320
	Iteration 16Q: 3 clusters Score -2267651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2267665.500000 Penalty: 3181.653320
	Iteration 17Q: 3 clusters Score -2267666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2267671.750000 Penalty: 3181.653320
	Iteration 18Q: 3 clusters Score -2267672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2267681.250000 Penalty: 3181.653320
	Iteration 19Q: 3 clusters Score -2267681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2267684.000000 Penalty: 3181.653320
	Iteration 20F: 3 clusters Score -2267684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2267689.250000 Penalty: 3181.653320
	Iteration 21Q: 3 clusters Score -2267689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2267691.750000 Penalty: 3181.653320
	Iteration 22Q: 3 clusters Score -2267692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2267697.250000 Penalty: 3181.653320
	Iteration 23Q: 3 clusters Score -2267697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2267699.250000 Penalty: 3181.653320
	Iteration 24Q: 3 clusters Score -2267699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2267700.750000 Penalty: 3181.653320
	Iteration 25Q: 3 clusters Score -2267701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2267703.000000 Penalty: 3181.653320
	Iteration 26Q: 3 clusters Score -2267703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2267704.250000 Penalty: 3181.653320
	Iteration 27Q: 3 clusters Score -2267704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2267704.000000 Penalty: 3181.653320
	Iteration 28Q: 3 clusters Score -2267704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2267703.750000 Penalty: 3181.653320
	Iteration 29Q: 3 clusters Score -2267704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2267703.750000 Penalty: 3181.653320
	Iteration 30F: 3 clusters Score -2267704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -56241.855469 Penalty: 1036.494263
	Iteration 0F: 2 clusters Score -56241.86 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 309 members 
Entering Unmasked Estep 
Score: -55209.941406 Penalty: 2072.988525
	Iteration 0F: 3 clusters Score -55209.94 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -55580.093750 Penalty: 2072.988525
	Iteration 1F: 3 clusters Score -55580.09 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -55821.332031 Penalty: 2072.988525
	Iteration 2F: 3 clusters Score -55821.33 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -56018.574219 Penalty: 2072.988525
	Iteration 3F: 3 clusters Score -56018.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -56126.242188 Penalty: 2072.988525
	Iteration 4F: 3 clusters Score -56126.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -56229.402344 Penalty: 2072.988525
	Iteration 5Q: 3 clusters Score -56229.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -56277.957031 Penalty: 2072.988525
	Iteration 6Q: 3 clusters Score -56277.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -56310.546875 Penalty: 2072.988525
	Iteration 7Q: 3 clusters Score -56310.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -56343.695312 Penalty: 2072.988525
	Iteration 8Q: 3 clusters Score -56343.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -56371.828125 Penalty: 2072.988525
	Iteration 9Q: 3 clusters Score -56371.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -56385.867188 Penalty: 2072.988525
	Iteration 10Q: 3 clusters Score -56385.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -56391.039062 Penalty: 2072.988525
	Iteration 11Q: 3 clusters Score -56391.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -56394.101562 Penalty: 2072.988525
	Iteration 12F: 3 clusters Score -56394.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -56407.410156 Penalty: 2072.988525
	Iteration 13Q: 3 clusters Score -56407.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -56412.652344 Penalty: 2072.988525
	Iteration 14Q: 3 clusters Score -56412.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -56432.195312 Penalty: 2072.988525
	Iteration 15Q: 3 clusters Score -56432.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -56472.585938 Penalty: 2072.988525
	Iteration 16Q: 3 clusters Score -56472.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -56490.062500 Penalty: 2072.988525
	Iteration 17Q: 3 clusters Score -56490.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -56498.156250 Penalty: 2072.988525
	Iteration 18Q: 3 clusters Score -56498.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -56515.363281 Penalty: 2072.988525
	Iteration 19Q: 3 clusters Score -56515.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -56543.750000 Penalty: 2072.988525
	Iteration 20F: 3 clusters Score -56543.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -56561.609375 Penalty: 2072.988525
	Iteration 21Q: 3 clusters Score -56561.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -56574.566406 Penalty: 2072.988525
	Iteration 22Q: 3 clusters Score -56574.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -56583.796875 Penalty: 2072.988525
	Iteration 23Q: 3 clusters Score -56583.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -56583.796875 Penalty: 2072.988525
	Iteration 24F: 3 clusters Score -56583.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115534 members 
Mstep: Class 2 contains 17849 members 
Mstep: Class 3 contains 241 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 348 members 
Mstep: Class 7 contains 84411 members 
Mstep: Class 10 contains 1100 members 
Mstep: Class 11 contains 24903 members 
Mstep: Class 12 contains 10813 members 
Mstep: Class 13 contains 3002 members 
Mstep: Class 16 contains 62337 members 
Mstep: Class 17 contains 63662 members 
Mstep: Class 18 contains 35779 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 610 members 
Entering Unmasked Estep 
Score: -54006312.000000 Penalty: 33678.312500
Splitting cluster 3 changes total score from -54007084.000000 to -54006312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -51845.906250 Penalty: 939.871643
	Iteration 0F: 2 clusters Score -51845.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50895.457031 Penalty: 1879.743286
	Iteration 0F: 3 clusters Score -50895.46 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -51020.500000 Penalty: 1879.743286
	Iteration 1F: 3 clusters Score -51020.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51061.906250 Penalty: 1879.743286
	Iteration 2F: 3 clusters Score -51061.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51079.847656 Penalty: 1879.743286
	Iteration 3Q: 3 clusters Score -51079.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51088.503906 Penalty: 1879.743286
	Iteration 4Q: 3 clusters Score -51088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51088.937500 Penalty: 1879.743286
	Iteration 5Q: 3 clusters Score -51088.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -51089.574219 Penalty: 1879.743286
	Iteration 6Q: 3 clusters Score -51089.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -51089.574219 Penalty: 1879.743286
	Iteration 7F: 3 clusters Score -51089.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Entering Unmasked Estep 
Score: -26086.615234 Penalty: 993.113464
	Iteration 0F: 2 clusters Score -26086.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -25246.845703 Penalty: 1986.226929
	Iteration 0F: 3 clusters Score -25246.85 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -25720.388672 Penalty: 1986.226929
	Iteration 1F: 3 clusters Score -25720.39 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -26108.804688 Penalty: 1986.226929
	Iteration 2F: 3 clusters Score -26108.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -26544.548828 Penalty: 1986.226929
	Iteration 3F: 3 clusters Score -26544.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -26828.226562 Penalty: 1986.226929
	Iteration 4F: 3 clusters Score -26828.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -27033.708984 Penalty: 1986.226929
	Iteration 5Q: 3 clusters Score -27033.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -27169.072266 Penalty: 1986.226929
	Iteration 6Q: 3 clusters Score -27169.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -27218.576172 Penalty: 1986.226929
	Iteration 7Q: 3 clusters Score -27218.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -27228.775391 Penalty: 1986.226929
	Iteration 8Q: 3 clusters Score -27228.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27238.332031 Penalty: 1986.226929
	Iteration 9Q: 3 clusters Score -27238.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27238.332031 Penalty: 1986.226929
	Iteration 10F: 3 clusters Score -27238.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115534 members 
Mstep: Class 2 contains 17849 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 146 members 
Mstep: Class 6 contains 305 members 
Mstep: Class 7 contains 84411 members 
Mstep: Class 10 contains 1100 members 
Mstep: Class 11 contains 24903 members 
Mstep: Class 12 contains 10813 members 
Mstep: Class 13 contains 3002 members 
Mstep: Class 16 contains 62337 members 
Mstep: Class 17 contains 63662 members 
Mstep: Class 18 contains 35779 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 610 members 
Entering Unmasked Estep 
Score: -54007064.000000 Penalty: 33678.312500
Splitting cluster 5 changes total score from -54007084.000000 to -54007064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (84411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84411 members 
Entering Unmasked Estep 
Score: -11048796.000000 Penalty: 1843.311157
	Iteration 0F: 2 clusters Score -1.10488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -11001982.000000 Penalty: 3686.622314
	Iteration 0F: 3 clusters Score -1.100198e+07 nChanged 40296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -11025166.000000 Penalty: 3686.622314
	Iteration 1F: 3 clusters Score -1.102517e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -11025638.000000 Penalty: 3686.622314
	Iteration 2Q: 3 clusters Score -1.102564e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -11026089.000000 Penalty: 3686.622314
	Iteration 3Q: 3 clusters Score -1.102609e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -11026810.000000 Penalty: 3686.622314
	Iteration 4Q: 3 clusters Score -1.102681e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -11027606.000000 Penalty: 3686.622314
	Iteration 5Q: 3 clusters Score -1.102761e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51658 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -11028899.000000 Penalty: 3686.622314
	Iteration 6Q: 3 clusters Score -1.10289e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -11031065.000000 Penalty: 3686.622314
	Iteration 7F: 3 clusters Score -1.103106e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -11034373.000000 Penalty: 3686.622314
	Iteration 8F: 3 clusters Score -1.103437e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67858 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -11037961.000000 Penalty: 3686.622314
	Iteration 9F: 3 clusters Score -1.103796e+07 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72840 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -11040869.000000 Penalty: 3686.622314
	Iteration 10F: 3 clusters Score -1.104087e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75942 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -11042889.000000 Penalty: 3686.622314
	Iteration 11Q: 3 clusters Score -1.104289e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77732 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -11043943.000000 Penalty: 3686.622314
	Iteration 12Q: 3 clusters Score -1.104394e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78822 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -11044596.000000 Penalty: 3686.622314
	Iteration 13Q: 3 clusters Score -1.10446e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79533 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -11045048.000000 Penalty: 3686.622314
	Iteration 14Q: 3 clusters Score -1.104505e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80026 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -11045248.000000 Penalty: 3686.622314
	Iteration 15Q: 3 clusters Score -1.104525e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80423 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -11045462.000000 Penalty: 3686.622314
	Iteration 16Q: 3 clusters Score -1.104546e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80765 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -11045646.000000 Penalty: 3686.622314
	Iteration 17Q: 3 clusters Score -1.104565e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81063 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -11045791.000000 Penalty: 3686.622314
	Iteration 18Q: 3 clusters Score -1.104579e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81308 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -11045943.000000 Penalty: 3686.622314
	Iteration 19Q: 3 clusters Score -1.104594e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81511 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -11046019.000000 Penalty: 3686.622314
	Iteration 20F: 3 clusters Score -1.104602e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81706 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -11046117.000000 Penalty: 3686.622314
	Iteration 21Q: 3 clusters Score -1.104612e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81876 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -11046246.000000 Penalty: 3686.622314
	Iteration 22Q: 3 clusters Score -1.104625e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82012 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -11046355.000000 Penalty: 3686.622314
	Iteration 23Q: 3 clusters Score -1.104636e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82136 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -11046438.000000 Penalty: 3686.622314
	Iteration 24Q: 3 clusters Score -1.104644e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82265 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -11046524.000000 Penalty: 3686.622314
	Iteration 25Q: 3 clusters Score -1.104652e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82384 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -11046600.000000 Penalty: 3686.622314
	Iteration 26Q: 3 clusters Score -1.10466e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82501 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -11046706.000000 Penalty: 3686.622314
	Iteration 27Q: 3 clusters Score -1.104671e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82602 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -11046764.000000 Penalty: 3686.622314
	Iteration 28Q: 3 clusters Score -1.104676e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82682 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -11046816.000000 Penalty: 3686.622314
	Iteration 29Q: 3 clusters Score -1.104682e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82756 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -11046874.000000 Penalty: 3686.622314
	Iteration 30Q: 3 clusters Score -1.104687e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82812 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -11046907.000000 Penalty: 3686.622314
	Iteration 31Q: 3 clusters Score -1.104691e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82867 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -11046973.000000 Penalty: 3686.622314
	Iteration 32Q: 3 clusters Score -1.104697e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82910 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -11047037.000000 Penalty: 3686.622314
	Iteration 33Q: 3 clusters Score -1.104704e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82931 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -11047092.000000 Penalty: 3686.622314
	Iteration 34Q: 3 clusters Score -1.104709e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82953 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -11047116.000000 Penalty: 3686.622314
	Iteration 35Q: 3 clusters Score -1.104712e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82972 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -11047168.000000 Penalty: 3686.622314
	Iteration 36Q: 3 clusters Score -1.104717e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82991 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -11047212.000000 Penalty: 3686.622314
	Iteration 37Q: 3 clusters Score -1.104721e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83010 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -11047224.000000 Penalty: 3686.622314
	Iteration 38Q: 3 clusters Score -1.104722e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83031 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -11047260.000000 Penalty: 3686.622314
	Iteration 39Q: 3 clusters Score -1.104726e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83046 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -11047302.000000 Penalty: 3686.622314
	Iteration 40F: 3 clusters Score -1.10473e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83044 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -11047329.000000 Penalty: 3686.622314
	Iteration 41Q: 3 clusters Score -1.104733e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83051 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -11047353.000000 Penalty: 3686.622314
	Iteration 42Q: 3 clusters Score -1.104735e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83060 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -11047376.000000 Penalty: 3686.622314
	Iteration 43Q: 3 clusters Score -1.104738e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83074 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -11047390.000000 Penalty: 3686.622314
	Iteration 44Q: 3 clusters Score -1.104739e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83074 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -11047418.000000 Penalty: 3686.622314
	Iteration 45Q: 3 clusters Score -1.104742e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83075 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -11047435.000000 Penalty: 3686.622314
	Iteration 46Q: 3 clusters Score -1.104744e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83063 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -11047437.000000 Penalty: 3686.622314
	Iteration 47Q: 3 clusters Score -1.104744e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83057 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -11047447.000000 Penalty: 3686.622314
	Iteration 48Q: 3 clusters Score -1.104745e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83045 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -11047463.000000 Penalty: 3686.622314
	Iteration 49Q: 3 clusters Score -1.104746e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83032 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -11047471.000000 Penalty: 3686.622314
	Iteration 50Q: 3 clusters Score -1.104747e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83021 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -11047487.000000 Penalty: 3686.622314
	Iteration 51Q: 3 clusters Score -1.104749e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83010 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -11047473.000000 Penalty: 3686.622314
	Iteration 52Q: 3 clusters Score -1.104747e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83003 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -11047484.000000 Penalty: 3686.622314
	Iteration 53Q: 3 clusters Score -1.104748e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83001 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -11047498.000000 Penalty: 3686.622314
	Iteration 54Q: 3 clusters Score -1.10475e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82995 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -11047515.000000 Penalty: 3686.622314
	Iteration 55Q: 3 clusters Score -1.104752e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83004 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -11047513.000000 Penalty: 3686.622314
	Iteration 56Q: 3 clusters Score -1.104751e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83005 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -11047525.000000 Penalty: 3686.622314
	Iteration 57Q: 3 clusters Score -1.104752e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83002 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -11047514.000000 Penalty: 3686.622314
	Iteration 58Q: 3 clusters Score -1.104751e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82995 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -11047517.000000 Penalty: 3686.622314
	Iteration 59Q: 3 clusters Score -1.104752e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82992 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -11047519.000000 Penalty: 3686.622314
	Iteration 60F: 3 clusters Score -1.104752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -11047516.000000 Penalty: 3686.622314
	Iteration 61Q: 3 clusters Score -1.104752e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82972 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -11047538.000000 Penalty: 3686.622314
	Iteration 62Q: 3 clusters Score -1.104754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82962 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -11047544.000000 Penalty: 3686.622314
	Iteration 63Q: 3 clusters Score -1.104754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82952 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -11047553.000000 Penalty: 3686.622314
	Iteration 64Q: 3 clusters Score -1.104755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82950 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -11047552.000000 Penalty: 3686.622314
	Iteration 65Q: 3 clusters Score -1.104755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82948 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -11047557.000000 Penalty: 3686.622314
	Iteration 66Q: 3 clusters Score -1.104756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82945 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -11047557.000000 Penalty: 3686.622314
	Iteration 67Q: 3 clusters Score -1.104756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82946 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -11047552.000000 Penalty: 3686.622314
	Iteration 68Q: 3 clusters Score -1.104755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82944 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -11047550.000000 Penalty: 3686.622314
	Iteration 69Q: 3 clusters Score -1.104755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82942 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -11047550.000000 Penalty: 3686.622314
	Iteration 70Q: 3 clusters Score -1.104755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82938 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -11047554.000000 Penalty: 3686.622314
	Iteration 71Q: 3 clusters Score -1.104755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82938 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -11047557.000000 Penalty: 3686.622314
	Iteration 72Q: 3 clusters Score -1.104756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82939 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -11047552.000000 Penalty: 3686.622314
	Iteration 73Q: 3 clusters Score -1.104755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82940 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -11047553.000000 Penalty: 3686.622314
	Iteration 74Q: 3 clusters Score -1.104755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82938 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -11047547.000000 Penalty: 3686.622314
	Iteration 75Q: 3 clusters Score -1.104755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82937 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -11047560.000000 Penalty: 3686.622314
	Iteration 76Q: 3 clusters Score -1.104756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82934 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -11047548.000000 Penalty: 3686.622314
	Iteration 77Q: 3 clusters Score -1.104755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82932 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -11047546.000000 Penalty: 3686.622314
	Iteration 78Q: 3 clusters Score -1.104755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82931 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -11047551.000000 Penalty: 3686.622314
	Iteration 79Q: 3 clusters Score -1.104755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82931 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -11047551.000000 Penalty: 3686.622314
	Iteration 80F: 3 clusters Score -1.104755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -134563.609375 Penalty: 1137.998169
	Iteration 0F: 2 clusters Score -134563.6 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 544 members 
Entering Unmasked Estep 
Score: -133098.484375 Penalty: 2275.996338
	Iteration 0F: 3 clusters Score -133098.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -133487.015625 Penalty: 2275.996338
	Iteration 1F: 3 clusters Score -133487 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -133924.281250 Penalty: 2275.996338
	Iteration 2F: 3 clusters Score -133924.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -134648.171875 Penalty: 2275.996338
	Iteration 3F: 3 clusters Score -134648.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -135025.578125 Penalty: 2275.996338
	Iteration 4F: 3 clusters Score -135025.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -135187.593750 Penalty: 2275.996338
	Iteration 5Q: 3 clusters Score -135187.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -135212.750000 Penalty: 2275.996338
	Iteration 6Q: 3 clusters Score -135212.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -135221.093750 Penalty: 2275.996338
	Iteration 7Q: 3 clusters Score -135221.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -135230.296875 Penalty: 2275.996338
	Iteration 8Q: 3 clusters Score -135230.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -135233.671875 Penalty: 2275.996338
	Iteration 9Q: 3 clusters Score -135233.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -135234.250000 Penalty: 2275.996338
	Iteration 10Q: 3 clusters Score -135234.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -135234.250000 Penalty: 2275.996338
	Iteration 11F: 3 clusters Score -135234.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115534 members 
Mstep: Class 2 contains 17849 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 842 members 
Mstep: Class 7 contains 84411 members 
Mstep: Class 10 contains 258 members 
Mstep: Class 11 contains 24903 members 
Mstep: Class 12 contains 10813 members 
Mstep: Class 13 contains 3002 members 
Mstep: Class 16 contains 62337 members 
Mstep: Class 17 contains 63662 members 
Mstep: Class 18 contains 35779 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 610 members 
Entering Unmasked Estep 
Score: -54006760.000000 Penalty: 33678.312500
Splitting cluster 10 changes total score from -54007084.000000 to -54006760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (24903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Entering Unmasked Estep 
Score: -3259176.750000 Penalty: 1644.945801
	Iteration 0F: 2 clusters Score -3259177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -3242339.750000 Penalty: 3289.891602
	Iteration 0F: 3 clusters Score -3242340 nChanged 11433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -3248481.250000 Penalty: 3289.891602
	Iteration 1F: 3 clusters Score -3248481 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3248833.500000 Penalty: 3289.891602
	Iteration 2Q: 3 clusters Score -3248834 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -3249200.500000 Penalty: 3289.891602
	Iteration 3Q: 3 clusters Score -3249200 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -3249585.500000 Penalty: 3289.891602
	Iteration 4Q: 3 clusters Score -3249586 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -3250097.000000 Penalty: 3289.891602
	Iteration 5Q: 3 clusters Score -3250097 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -3250835.000000 Penalty: 3289.891602
	Iteration 6F: 3 clusters Score -3250835 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -3251907.000000 Penalty: 3289.891602
	Iteration 7F: 3 clusters Score -3251907 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3253376.750000 Penalty: 3289.891602
	Iteration 8F: 3 clusters Score -3253377 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3254985.750000 Penalty: 3289.891602
	Iteration 9F: 3 clusters Score -3254986 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3256273.250000 Penalty: 3289.891602
	Iteration 10F: 3 clusters Score -3256273 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3257040.000000 Penalty: 3289.891602
	Iteration 11Q: 3 clusters Score -3257040 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3257415.750000 Penalty: 3289.891602
	Iteration 12Q: 3 clusters Score -3257416 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3257585.250000 Penalty: 3289.891602
	Iteration 13Q: 3 clusters Score -3257585 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3257664.500000 Penalty: 3289.891602
	Iteration 14Q: 3 clusters Score -3257664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3257700.250000 Penalty: 3289.891602
	Iteration 15Q: 3 clusters Score -3257700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -3257722.500000 Penalty: 3289.891602
	Iteration 16Q: 3 clusters Score -3257722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3257739.500000 Penalty: 3289.891602
	Iteration 17Q: 3 clusters Score -3257740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3257749.500000 Penalty: 3289.891602
	Iteration 18Q: 3 clusters Score -3257750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -3257749.750000 Penalty: 3289.891602
	Iteration 19Q: 3 clusters Score -3257750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -3257752.500000 Penalty: 3289.891602
	Iteration 20F: 3 clusters Score -3257752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1415991.000000 Penalty: 1509.381958
	Iteration 0F: 2 clusters Score -1415991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1408371.500000 Penalty: 3018.763916
	Iteration 0F: 3 clusters Score -1408372 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1410985.125000 Penalty: 3018.763916
	Iteration 1F: 3 clusters Score -1410985 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1411341.625000 Penalty: 3018.763916
	Iteration 2F: 3 clusters Score -1411342 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1411652.250000 Penalty: 3018.763916
	Iteration 3F: 3 clusters Score -1411652 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1412002.625000 Penalty: 3018.763916
	Iteration 4F: 3 clusters Score -1412003 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1412352.500000 Penalty: 3018.763916
	Iteration 5F: 3 clusters Score -1412352 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1412732.750000 Penalty: 3018.763916
	Iteration 6F: 3 clusters Score -1412733 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1413108.000000 Penalty: 3018.763916
	Iteration 7F: 3 clusters Score -1413108 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1413389.375000 Penalty: 3018.763916
	Iteration 8Q: 3 clusters Score -1413389 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1413621.875000 Penalty: 3018.763916
	Iteration 9Q: 3 clusters Score -1413622 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1413788.125000 Penalty: 3018.763916
	Iteration 10Q: 3 clusters Score -1413788 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1413898.125000 Penalty: 3018.763916
	Iteration 11Q: 3 clusters Score -1413898 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1413988.750000 Penalty: 3018.763916
	Iteration 12Q: 3 clusters Score -1413989 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1414037.500000 Penalty: 3018.763916
	Iteration 13Q: 3 clusters Score -1414038 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1414094.500000 Penalty: 3018.763916
	Iteration 14Q: 3 clusters Score -1414094 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1414124.375000 Penalty: 3018.763916
	Iteration 15Q: 3 clusters Score -1414124 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1414155.000000 Penalty: 3018.763916
	Iteration 16Q: 3 clusters Score -1414155 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1414180.375000 Penalty: 3018.763916
	Iteration 17Q: 3 clusters Score -1414180 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1414209.625000 Penalty: 3018.763916
	Iteration 18Q: 3 clusters Score -1414210 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1414232.250000 Penalty: 3018.763916
	Iteration 19Q: 3 clusters Score -1414232 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1414258.625000 Penalty: 3018.763916
	Iteration 20F: 3 clusters Score -1414259 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1414278.375000 Penalty: 3018.763916
	Iteration 21Q: 3 clusters Score -1414278 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1414292.875000 Penalty: 3018.763916
	Iteration 22Q: 3 clusters Score -1414293 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1414305.875000 Penalty: 3018.763916
	Iteration 23Q: 3 clusters Score -1414306 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1414318.250000 Penalty: 3018.763916
	Iteration 24Q: 3 clusters Score -1414318 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1414338.500000 Penalty: 3018.763916
	Iteration 25Q: 3 clusters Score -1414338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1414347.750000 Penalty: 3018.763916
	Iteration 26Q: 3 clusters Score -1414348 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1414357.500000 Penalty: 3018.763916
	Iteration 27Q: 3 clusters Score -1414358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1414367.375000 Penalty: 3018.763916
	Iteration 28Q: 3 clusters Score -1414367 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1414378.875000 Penalty: 3018.763916
	Iteration 29Q: 3 clusters Score -1414379 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1414393.500000 Penalty: 3018.763916
	Iteration 30Q: 3 clusters Score -1414394 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1414401.250000 Penalty: 3018.763916
	Iteration 31Q: 3 clusters Score -1414401 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1414415.625000 Penalty: 3018.763916
	Iteration 32Q: 3 clusters Score -1414416 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1414431.500000 Penalty: 3018.763916
	Iteration 33Q: 3 clusters Score -1414432 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1414436.875000 Penalty: 3018.763916
	Iteration 34Q: 3 clusters Score -1414437 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1414442.750000 Penalty: 3018.763916
	Iteration 35Q: 3 clusters Score -1414443 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1414450.500000 Penalty: 3018.763916
	Iteration 36Q: 3 clusters Score -1414450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1414458.500000 Penalty: 3018.763916
	Iteration 37Q: 3 clusters Score -1414458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1414465.750000 Penalty: 3018.763916
	Iteration 38Q: 3 clusters Score -1414466 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1414480.500000 Penalty: 3018.763916
	Iteration 39Q: 3 clusters Score -1414480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1414501.875000 Penalty: 3018.763916
	Iteration 40F: 3 clusters Score -1414502 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1414520.125000 Penalty: 3018.763916
	Iteration 41Q: 3 clusters Score -1414520 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1414532.250000 Penalty: 3018.763916
	Iteration 42Q: 3 clusters Score -1414532 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1414548.750000 Penalty: 3018.763916
	Iteration 43Q: 3 clusters Score -1414549 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1414563.875000 Penalty: 3018.763916
	Iteration 44Q: 3 clusters Score -1414564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1414579.375000 Penalty: 3018.763916
	Iteration 45Q: 3 clusters Score -1414579 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1414591.625000 Penalty: 3018.763916
	Iteration 46Q: 3 clusters Score -1414592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1414601.625000 Penalty: 3018.763916
	Iteration 47Q: 3 clusters Score -1414602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1414611.875000 Penalty: 3018.763916
	Iteration 48Q: 3 clusters Score -1414612 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1414628.125000 Penalty: 3018.763916
	Iteration 49Q: 3 clusters Score -1414628 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1414643.875000 Penalty: 3018.763916
	Iteration 50Q: 3 clusters Score -1414644 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1414653.375000 Penalty: 3018.763916
	Iteration 51Q: 3 clusters Score -1414653 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1414672.875000 Penalty: 3018.763916
	Iteration 52Q: 3 clusters Score -1414673 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1414684.375000 Penalty: 3018.763916
	Iteration 53Q: 3 clusters Score -1414684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1414695.750000 Penalty: 3018.763916
	Iteration 54Q: 3 clusters Score -1414696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1414705.250000 Penalty: 3018.763916
	Iteration 55Q: 3 clusters Score -1414705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1414707.750000 Penalty: 3018.763916
	Iteration 56Q: 3 clusters Score -1414708 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1414714.500000 Penalty: 3018.763916
	Iteration 57Q: 3 clusters Score -1414714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1414718.250000 Penalty: 3018.763916
	Iteration 58Q: 3 clusters Score -1414718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1414724.125000 Penalty: 3018.763916
	Iteration 59Q: 3 clusters Score -1414724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1414726.750000 Penalty: 3018.763916
	Iteration 60F: 3 clusters Score -1414727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1414732.750000 Penalty: 3018.763916
	Iteration 61Q: 3 clusters Score -1414733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1414734.125000 Penalty: 3018.763916
	Iteration 62Q: 3 clusters Score -1414734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1414736.250000 Penalty: 3018.763916
	Iteration 63Q: 3 clusters Score -1414736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1414738.125000 Penalty: 3018.763916
	Iteration 64Q: 3 clusters Score -1414738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1414740.500000 Penalty: 3018.763916
	Iteration 65Q: 3 clusters Score -1414740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1414738.750000 Penalty: 3018.763916
	Iteration 66Q: 3 clusters Score -1414739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1414741.000000 Penalty: 3018.763916
	Iteration 67Q: 3 clusters Score -1414741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1414740.500000 Penalty: 3018.763916
	Iteration 68Q: 3 clusters Score -1414740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1414741.250000 Penalty: 3018.763916
	Iteration 69Q: 3 clusters Score -1414741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1414741.250000 Penalty: 3018.763916
	Iteration 70F: 3 clusters Score -1414741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Entering Unmasked Estep 
Score: -370209.812500 Penalty: 1301.143066
	Iteration 0F: 2 clusters Score -370209.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -367478.093750 Penalty: 2602.286133
	Iteration 0F: 3 clusters Score -367478.1 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -368323.437500 Penalty: 2602.286133
	Iteration 1F: 3 clusters Score -368323.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -368636.656250 Penalty: 2602.286133
	Iteration 2F: 3 clusters Score -368636.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -368907.187500 Penalty: 2602.286133
	Iteration 3F: 3 clusters Score -368907.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -369097.156250 Penalty: 2602.286133
	Iteration 4F: 3 clusters Score -369097.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -369228.812500 Penalty: 2602.286133
	Iteration 5F: 3 clusters Score -369228.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -369322.937500 Penalty: 2602.286133
	Iteration 6Q: 3 clusters Score -369322.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -369393.187500 Penalty: 2602.286133
	Iteration 7Q: 3 clusters Score -369393.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -369436.031250 Penalty: 2602.286133
	Iteration 8Q: 3 clusters Score -369436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -369460.468750 Penalty: 2602.286133
	Iteration 9Q: 3 clusters Score -369460.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -369486.468750 Penalty: 2602.286133
	Iteration 10Q: 3 clusters Score -369486.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -369509.312500 Penalty: 2602.286133
	Iteration 11Q: 3 clusters Score -369509.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -369526.000000 Penalty: 2602.286133
	Iteration 12Q: 3 clusters Score -369526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -369540.656250 Penalty: 2602.286133
	Iteration 13Q: 3 clusters Score -369540.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -369556.062500 Penalty: 2602.286133
	Iteration 14Q: 3 clusters Score -369556.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -369568.687500 Penalty: 2602.286133
	Iteration 15Q: 3 clusters Score -369568.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -369578.406250 Penalty: 2602.286133
	Iteration 16Q: 3 clusters Score -369578.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -369589.718750 Penalty: 2602.286133
	Iteration 17Q: 3 clusters Score -369589.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -369600.875000 Penalty: 2602.286133
	Iteration 18Q: 3 clusters Score -369600.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -369604.718750 Penalty: 2602.286133
	Iteration 19Q: 3 clusters Score -369604.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -369610.000000 Penalty: 2602.286133
	Iteration 20F: 3 clusters Score -369610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -369614.843750 Penalty: 2602.286133
	Iteration 21Q: 3 clusters Score -369614.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -369617.812500 Penalty: 2602.286133
	Iteration 22Q: 3 clusters Score -369617.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -369623.406250 Penalty: 2602.286133
	Iteration 23Q: 3 clusters Score -369623.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -369624.656250 Penalty: 2602.286133
	Iteration 24Q: 3 clusters Score -369624.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -369624.656250 Penalty: 2602.286133
	Iteration 25F: 3 clusters Score -369624.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Entering Unmasked Estep 
Score: -8219605.000000 Penalty: 1794.050537
	Iteration 0F: 2 clusters Score -8219605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -8186853.500000 Penalty: 3588.101074
	Iteration 0F: 3 clusters Score -8186854 nChanged 29406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -8203957.500000 Penalty: 3588.101074
	Iteration 1F: 3 clusters Score -8203958 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -8204772.500000 Penalty: 3588.101074
	Iteration 2Q: 3 clusters Score -8204772 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -8205751.500000 Penalty: 3588.101074
	Iteration 3Q: 3 clusters Score -8205752 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -8207002.000000 Penalty: 3588.101074
	Iteration 4Q: 3 clusters Score -8207002 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -8208714.000000 Penalty: 3588.101074
	Iteration 5F: 3 clusters Score -8208714 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -8211149.000000 Penalty: 3588.101074
	Iteration 6F: 3 clusters Score -8211149 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -8213888.000000 Penalty: 3588.101074
	Iteration 7F: 3 clusters Score -8213888 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -8215999.500000 Penalty: 3588.101074
	Iteration 8F: 3 clusters Score -8216000 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -8216957.000000 Penalty: 3588.101074
	Iteration 9Q: 3 clusters Score -8216957 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -8217372.000000 Penalty: 3588.101074
	Iteration 10Q: 3 clusters Score -8217372 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -8217563.000000 Penalty: 3588.101074
	Iteration 11Q: 3 clusters Score -8217563 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -8217741.500000 Penalty: 3588.101074
	Iteration 12Q: 3 clusters Score -8217742 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -8217730.000000 Penalty: 3588.101074
	Iteration 13Q: 3 clusters Score -8217730 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -8217714.500000 Penalty: 3588.101074
	Iteration 14Q: 3 clusters Score -8217714 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -8217757.500000 Penalty: 3588.101074
	Iteration 15Q: 3 clusters Score -8217758 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -8217770.500000 Penalty: 3588.101074
	Iteration 16Q: 3 clusters Score -8217770 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -8217753.000000 Penalty: 3588.101074
	Iteration 17Q: 3 clusters Score -8217753 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -8217741.500000 Penalty: 3588.101074
	Iteration 18Q: 3 clusters Score -8217742 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -8217732.000000 Penalty: 3588.101074
	Iteration 19Q: 3 clusters Score -8217732 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -8217717.500000 Penalty: 3588.101074
	Iteration 20F: 3 clusters Score -8217718 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -8217681.500000 Penalty: 3588.101074
	Iteration 21Q: 3 clusters Score -8217682 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -8217658.000000 Penalty: 3588.101074
	Iteration 22Q: 3 clusters Score -8217658 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -8217649.000000 Penalty: 3588.101074
	Iteration 23Q: 3 clusters Score -8217649 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -8217614.000000 Penalty: 3588.101074
	Iteration 24Q: 3 clusters Score -8217614 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -8217593.500000 Penalty: 3588.101074
	Iteration 25Q: 3 clusters Score -8217594 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -8217571.500000 Penalty: 3588.101074
	Iteration 26Q: 3 clusters Score -8217572 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -8217531.500000 Penalty: 3588.101074
	Iteration 27Q: 3 clusters Score -8217532 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -8217500.500000 Penalty: 3588.101074
	Iteration 28Q: 3 clusters Score -8217500 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -8217514.500000 Penalty: 3588.101074
	Iteration 29Q: 3 clusters Score -8217514 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -8217508.000000 Penalty: 3588.101074
	Iteration 30Q: 3 clusters Score -8217508 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -8217508.000000 Penalty: 3588.101074
	Iteration 31Q: 3 clusters Score -8217508 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -8217526.000000 Penalty: 3588.101074
	Iteration 32Q: 3 clusters Score -8217526 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -8217503.000000 Penalty: 3588.101074
	Iteration 33Q: 3 clusters Score -8217503 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -8217492.500000 Penalty: 3588.101074
	Iteration 34Q: 3 clusters Score -8217492 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -8217493.000000 Penalty: 3588.101074
	Iteration 35Q: 3 clusters Score -8217493 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -8217488.500000 Penalty: 3588.101074
	Iteration 36Q: 3 clusters Score -8217488 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -8217486.500000 Penalty: 3588.101074
	Iteration 37Q: 3 clusters Score -8217486 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -8217408.000000 Penalty: 3588.101074
	Iteration 38Q: 3 clusters Score -8217408 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -8217428.000000 Penalty: 3588.101074
	Iteration 39Q: 3 clusters Score -8217428 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -8217323.000000 Penalty: 3588.101074
	Iteration 40F: 3 clusters Score -8217323 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -8217285.500000 Penalty: 3588.101074
	Iteration 41Q: 3 clusters Score -8217286 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -8217259.000000 Penalty: 3588.101074
	Iteration 42Q: 3 clusters Score -8217259 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -8217208.000000 Penalty: 3588.101074
	Iteration 43Q: 3 clusters Score -8217208 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -8217114.000000 Penalty: 3588.101074
	Iteration 44Q: 3 clusters Score -8217114 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -8217000.000000 Penalty: 3588.101074
	Iteration 45Q: 3 clusters Score -8217000 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -8216942.000000 Penalty: 3588.101074
	Iteration 46Q: 3 clusters Score -8216942 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -8216873.500000 Penalty: 3588.101074
	Iteration 47Q: 3 clusters Score -8216874 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -8216788.000000 Penalty: 3588.101074
	Iteration 48Q: 3 clusters Score -8216788 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -8216711.000000 Penalty: 3588.101074
	Iteration 49Q: 3 clusters Score -8216711 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -8216653.500000 Penalty: 3588.101074
	Iteration 50Q: 3 clusters Score -8216654 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -8216593.500000 Penalty: 3588.101074
	Iteration 51Q: 3 clusters Score -8216594 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -8216552.000000 Penalty: 3588.101074
	Iteration 52Q: 3 clusters Score -8216552 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -8216553.000000 Penalty: 3588.101074
	Iteration 53Q: 3 clusters Score -8216553 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -8216654.000000 Penalty: 3588.101074
	Iteration 54Q: 3 clusters Score -8216654 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -8216690.500000 Penalty: 3588.101074
	Iteration 55Q: 3 clusters Score -8216690 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -8216785.000000 Penalty: 3588.101074
	Iteration 56Q: 3 clusters Score -8216785 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -8216968.500000 Penalty: 3588.101074
	Iteration 57Q: 3 clusters Score -8216968 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -8217219.000000 Penalty: 3588.101074
	Iteration 58Q: 3 clusters Score -8217219 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -8217520.500000 Penalty: 3588.101074
	Iteration 59Q: 3 clusters Score -8217520 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -8217945.500000 Penalty: 3588.101074
	Iteration 60F: 3 clusters Score -8217946 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -8218345.500000 Penalty: 3588.101074
	Iteration 61Q: 3 clusters Score -8218346 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -8218826.500000 Penalty: 3588.101074
	Iteration 62Q: 3 clusters Score -8218826 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -8219367.500000 Penalty: 3588.101074
	Iteration 63Q: 3 clusters Score -8219368 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -8219802.500000 Penalty: 3588.101074
	Iteration 64Q: 3 clusters Score -8219802 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -8220333.500000 Penalty: 3588.101074
	Iteration 65Q: 3 clusters Score -8220334 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -8220862.500000 Penalty: 3588.101074
	Iteration 66Q: 3 clusters Score -8220862 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -8221371.500000 Penalty: 3588.101074
	Iteration 67Q: 3 clusters Score -8221372 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -8221839.000000 Penalty: 3588.101074
	Iteration 68Q: 3 clusters Score -8221839 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -8221666.500000 Penalty: 3588.101074
	Iteration 69Q: 3 clusters Score -8221666 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -8220825.500000 Penalty: 3588.101074
	Iteration 70Q: 3 clusters Score -8220826 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -8219515.000000 Penalty: 3588.101074
	Iteration 71Q: 3 clusters Score -8219515 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -8218285.000000 Penalty: 3588.101074
	Iteration 72Q: 3 clusters Score -8218285 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -8217500.000000 Penalty: 3588.101074
	Iteration 73Q: 3 clusters Score -8217500 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -8216952.500000 Penalty: 3588.101074
	Iteration 74Q: 3 clusters Score -8216952 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -8216648.500000 Penalty: 3588.101074
	Iteration 75Q: 3 clusters Score -8216648 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 57568 members 
Entering Unmasked Estep 
Score: -8216424.500000 Penalty: 3588.101074
	Iteration 76Q: 3 clusters Score -8216424 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
Score: -8216339.000000 Penalty: 3588.101074
	Iteration 77Q: 3 clusters Score -8216339 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -8216267.000000 Penalty: 3588.101074
	Iteration 78Q: 3 clusters Score -8216267 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -8216247.500000 Penalty: 3588.101074
	Iteration 79Q: 3 clusters Score -8216248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 57907 members 
Entering Unmasked Estep 
Score: -8218460.500000 Penalty: 3588.101074
	Iteration 80F: 3 clusters Score -8218460 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -8218190.500000 Penalty: 3588.101074
	Iteration 81Q: 3 clusters Score -8218190 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 61765 members 
Entering Unmasked Estep 
Score: -8218038.500000 Penalty: 3588.101074
	Iteration 82Q: 3 clusters Score -8218038 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 62100 members 
Entering Unmasked Estep 
Score: -8218034.000000 Penalty: 3588.101074
	Iteration 83Q: 3 clusters Score -8218034 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 62174 members 
Entering Unmasked Estep 
Score: -8218116.500000 Penalty: 3588.101074
	Iteration 84Q: 3 clusters Score -8218116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 62191 members 
Entering Unmasked Estep 
Score: -8218139.500000 Penalty: 3588.101074
	Iteration 85Q: 3 clusters Score -8218140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -8218142.500000 Penalty: 3588.101074
	Iteration 86Q: 3 clusters Score -8218142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -8218138.500000 Penalty: 3588.101074
	Iteration 87Q: 3 clusters Score -8218138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 62195 members 
Entering Unmasked Estep 
Score: -8218136.000000 Penalty: 3588.101074
	Iteration 88Q: 3 clusters Score -8218136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 62196 members 
Entering Unmasked Estep 
Score: -8218140.500000 Penalty: 3588.101074
	Iteration 89Q: 3 clusters Score -8218140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 62197 members 
Entering Unmasked Estep 
Score: -8218139.000000 Penalty: 3588.101074
	Iteration 90Q: 3 clusters Score -8218139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 62199 members 
Entering Unmasked Estep 
Score: -8218148.500000 Penalty: 3588.101074
	Iteration 91Q: 3 clusters Score -8218148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 62200 members 
Entering Unmasked Estep 
Score: -8218146.500000 Penalty: 3588.101074
	Iteration 92Q: 3 clusters Score -8218146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 62201 members 
Entering Unmasked Estep 
Score: -8218148.000000 Penalty: 3588.101074
	Iteration 93Q: 3 clusters Score -8218148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 62201 members 
Entering Unmasked Estep 
Score: -8218148.000000 Penalty: 3588.101074
	Iteration 94F: 3 clusters Score -8218148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (63662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Entering Unmasked Estep 
Score: -8257146.500000 Penalty: 1797.468262
	Iteration 0F: 2 clusters Score -8257146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -8215239.500000 Penalty: 3594.936523
	Iteration 0F: 3 clusters Score -8215240 nChanged 30124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -8232696.000000 Penalty: 3594.936523
	Iteration 1F: 3 clusters Score -8232696 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -8233208.500000 Penalty: 3594.936523
	Iteration 2Q: 3 clusters Score -8233208 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -8233823.000000 Penalty: 3594.936523
	Iteration 3Q: 3 clusters Score -8233823 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -8234519.500000 Penalty: 3594.936523
	Iteration 4Q: 3 clusters Score -8234520 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -8235391.500000 Penalty: 3594.936523
	Iteration 5Q: 3 clusters Score -8235392 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -8236488.500000 Penalty: 3594.936523
	Iteration 6Q: 3 clusters Score -8236488 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -8238050.000000 Penalty: 3594.936523
	Iteration 7Q: 3 clusters Score -8238050 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -8240474.500000 Penalty: 3594.936523
	Iteration 8F: 3 clusters Score -8240474 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -8243476.000000 Penalty: 3594.936523
	Iteration 9F: 3 clusters Score -8243476 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -8246580.000000 Penalty: 3594.936523
	Iteration 10F: 3 clusters Score -8246580 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -8248677.500000 Penalty: 3594.936523
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Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 22836 members 
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Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 21550 members 
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Mstep: Class 1 contains 42616 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 20038 members 
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Mstep: Class 2 contains 19615 members 
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Mstep: Class 1 contains 51692 members 
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Entering Unmasked Estep 
Score: -8255776.500000 Penalty: 3594.936523
	Iteration 104Q: 3 clusters Score -8255776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62152 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8255776.500000 Penalty: 3594.936523
	Iteration 105Q: 3 clusters Score -8255776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62177 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -8255756.500000 Penalty: 3594.936523
	Iteration 106Q: 3 clusters Score -8255756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62193 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8255749.000000 Penalty: 3594.936523
	Iteration 107Q: 3 clusters Score -8255749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62204 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -8255758.000000 Penalty: 3594.936523
	Iteration 108Q: 3 clusters Score -8255758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62213 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8255768.500000 Penalty: 3594.936523
	Iteration 109Q: 3 clusters Score -8255768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8255770.500000 Penalty: 3594.936523
	Iteration 110Q: 3 clusters Score -8255770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62236 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8255772.500000 Penalty: 3594.936523
	Iteration 111Q: 3 clusters Score -8255772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -8255779.000000 Penalty: 3594.936523
	Iteration 112Q: 3 clusters Score -8255779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62254 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8255782.500000 Penalty: 3594.936523
	Iteration 113Q: 3 clusters Score -8255782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62262 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8255790.500000 Penalty: 3594.936523
	Iteration 114Q: 3 clusters Score -8255790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8255785.500000 Penalty: 3594.936523
	Iteration 115Q: 3 clusters Score -8255786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -8255785.500000 Penalty: 3594.936523
	Iteration 116Q: 3 clusters Score -8255786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62275 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8255786.500000 Penalty: 3594.936523
	Iteration 117Q: 3 clusters Score -8255786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8255786.000000 Penalty: 3594.936523
	Iteration 118Q: 3 clusters Score -8255786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62280 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -8255784.500000 Penalty: 3594.936523
	Iteration 119Q: 3 clusters Score -8255784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8255783.500000 Penalty: 3594.936523
	Iteration 120F: 3 clusters Score -8255784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Entering Unmasked Estep 
Score: -4665662.500000 Penalty: 1703.831299
	Iteration 0F: 2 clusters Score -4665662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -4641558.000000 Penalty: 3407.662598
	Iteration 0F: 3 clusters Score -4641558 nChanged 16718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -4651008.500000 Penalty: 3407.662598
	Iteration 1F: 3 clusters Score -4651008 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -4651354.000000 Penalty: 3407.662598
	Iteration 2Q: 3 clusters Score -4651354 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -4651756.500000 Penalty: 3407.662598
	Iteration 3Q: 3 clusters Score -4651756 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -4652280.500000 Penalty: 3407.662598
	Iteration 4Q: 3 clusters Score -4652280 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -4653029.000000 Penalty: 3407.662598
	Iteration 5Q: 3 clusters Score -4653029 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -4654193.500000 Penalty: 3407.662598
	Iteration 6F: 3 clusters Score -4654194 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -4655847.000000 Penalty: 3407.662598
	Iteration 7F: 3 clusters Score -4655847 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -4657864.000000 Penalty: 3407.662598
	Iteration 8F: 3 clusters Score -4657864 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -4659912.500000 Penalty: 3407.662598
	Iteration 9F: 3 clusters Score -4659912 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -4661432.000000 Penalty: 3407.662598
	Iteration 10Q: 3 clusters Score -4661432 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -4662279.000000 Penalty: 3407.662598
	Iteration 11Q: 3 clusters Score -4662279 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -4662782.000000 Penalty: 3407.662598
	Iteration 12Q: 3 clusters Score -4662782 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -4663118.500000 Penalty: 3407.662598
	Iteration 13Q: 3 clusters Score -4663118 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -4663372.000000 Penalty: 3407.662598
	Iteration 14Q: 3 clusters Score -4663372 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -4663544.500000 Penalty: 3407.662598
	Iteration 15Q: 3 clusters Score -4663544 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -4663703.500000 Penalty: 3407.662598
	Iteration 16Q: 3 clusters Score -4663704 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -4663815.500000 Penalty: 3407.662598
	Iteration 17Q: 3 clusters Score -4663816 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -4663902.500000 Penalty: 3407.662598
	Iteration 18Q: 3 clusters Score -4663902 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -4663977.000000 Penalty: 3407.662598
	Iteration 19Q: 3 clusters Score -4663977 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -4664030.000000 Penalty: 3407.662598
	Iteration 20F: 3 clusters Score -4664030 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -4664085.000000 Penalty: 3407.662598
	Iteration 21Q: 3 clusters Score -4664085 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -4664125.500000 Penalty: 3407.662598
	Iteration 22Q: 3 clusters Score -4664126 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -4664161.000000 Penalty: 3407.662598
	Iteration 23Q: 3 clusters Score -4664161 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -4664172.000000 Penalty: 3407.662598
	Iteration 24Q: 3 clusters Score -4664172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -4664184.500000 Penalty: 3407.662598
	Iteration 25Q: 3 clusters Score -4664184 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -4664198.000000 Penalty: 3407.662598
	Iteration 26Q: 3 clusters Score -4664198 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -4664207.500000 Penalty: 3407.662598
	Iteration 27Q: 3 clusters Score -4664208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -4664210.000000 Penalty: 3407.662598
	Iteration 28Q: 3 clusters Score -4664210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -4664230.500000 Penalty: 3407.662598
	Iteration 29Q: 3 clusters Score -4664230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -4664244.000000 Penalty: 3407.662598
	Iteration 30Q: 3 clusters Score -4664244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -4664249.500000 Penalty: 3407.662598
	Iteration 31Q: 3 clusters Score -4664250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -4664254.500000 Penalty: 3407.662598
	Iteration 32Q: 3 clusters Score -4664254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -4664259.000000 Penalty: 3407.662598
	Iteration 33Q: 3 clusters Score -4664259 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -4664261.000000 Penalty: 3407.662598
	Iteration 34Q: 3 clusters Score -4664261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -4664263.000000 Penalty: 3407.662598
	Iteration 35Q: 3 clusters Score -4664263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -4664268.500000 Penalty: 3407.662598
	Iteration 36Q: 3 clusters Score -4664268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -4664267.500000 Penalty: 3407.662598
	Iteration 37Q: 3 clusters Score -4664268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -4664270.500000 Penalty: 3407.662598
	Iteration 38Q: 3 clusters Score -4664270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -4664272.500000 Penalty: 3407.662598
	Iteration 39Q: 3 clusters Score -4664272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -4664274.500000 Penalty: 3407.662598
	Iteration 40F: 3 clusters Score -4664274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -4664274.500000 Penalty: 3407.662598
	Iteration 41Q: 3 clusters Score -4664274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -4664283.000000 Penalty: 3407.662598
	Iteration 42Q: 3 clusters Score -4664283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -4664282.500000 Penalty: 3407.662598
	Iteration 43Q: 3 clusters Score -4664282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -4664286.500000 Penalty: 3407.662598
	Iteration 44Q: 3 clusters Score -4664286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -4664287.000000 Penalty: 3407.662598
	Iteration 45Q: 3 clusters Score -4664287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -4664291.000000 Penalty: 3407.662598
	Iteration 46Q: 3 clusters Score -4664291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -4664298.000000 Penalty: 3407.662598
	Iteration 47Q: 3 clusters Score -4664298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -4664307.000000 Penalty: 3407.662598
	Iteration 48Q: 3 clusters Score -4664307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -4664298.000000 Penalty: 3407.662598
	Iteration 49Q: 3 clusters Score -4664298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -4664299.000000 Penalty: 3407.662598
	Iteration 50Q: 3 clusters Score -4664299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -4664301.500000 Penalty: 3407.662598
	Iteration 51Q: 3 clusters Score -4664302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -4664300.500000 Penalty: 3407.662598
	Iteration 52Q: 3 clusters Score -4664300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -4664300.500000 Penalty: 3407.662598
	Iteration 53F: 3 clusters Score -4664300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -77182.867188 Penalty: 1064.550537
	Iteration 0F: 2 clusters Score -77182.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75985.195312 Penalty: 2129.101074
	Iteration 0F: 3 clusters Score -75985.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -76196.171875 Penalty: 2129.101074
	Iteration 1F: 3 clusters Score -76196.17 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76251.554688 Penalty: 2129.101074
	Iteration 2F: 3 clusters Score -76251.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -76281.382812 Penalty: 2129.101074
	Iteration 3Q: 3 clusters Score -76281.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -76312.171875 Penalty: 2129.101074
	Iteration 4Q: 3 clusters Score -76312.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -76355.132812 Penalty: 2129.101074
	Iteration 5Q: 3 clusters Score -76355.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -76402.539062 Penalty: 2129.101074
	Iteration 6Q: 3 clusters Score -76402.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -76512.656250 Penalty: 2129.101074
	Iteration 7F: 3 clusters Score -76512.66 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -76660.164062 Penalty: 2129.101074
	Iteration 8F: 3 clusters Score -76660.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -76770.007812 Penalty: 2129.101074
	Iteration 9F: 3 clusters Score -76770.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76866.007812 Penalty: 2129.101074
	Iteration 10Q: 3 clusters Score -76866.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -76967.695312 Penalty: 2129.101074
	Iteration 11Q: 3 clusters Score -76967.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -77039.625000 Penalty: 2129.101074
	Iteration 12Q: 3 clusters Score -77039.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -77070.078125 Penalty: 2129.101074
	Iteration 13Q: 3 clusters Score -77070.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -77101.593750 Penalty: 2129.101074
	Iteration 14Q: 3 clusters Score -77101.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -77122.132812 Penalty: 2129.101074
	Iteration 15Q: 3 clusters Score -77122.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -77133.429688 Penalty: 2129.101074
	Iteration 16Q: 3 clusters Score -77133.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -77136.890625 Penalty: 2129.101074
	Iteration 17Q: 3 clusters Score -77136.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -77140.578125 Penalty: 2129.101074
	Iteration 18Q: 3 clusters Score -77140.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -77146.257812 Penalty: 2129.101074
	Iteration 19Q: 3 clusters Score -77146.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -77154.195312 Penalty: 2129.101074
	Iteration 20F: 3 clusters Score -77154.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -77161.179688 Penalty: 2129.101074
	Iteration 21Q: 3 clusters Score -77161.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -77161.179688 Penalty: 2129.101074
	Iteration 22F: 3 clusters Score -77161.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -58723.503906 Penalty: 1042.187012
	Iteration 0F: 2 clusters Score -58723.5 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 302 members 
Entering Unmasked Estep 
Score: -57562.824219 Penalty: 2084.374023
	Iteration 0F: 3 clusters Score -57562.82 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -57767.210938 Penalty: 2084.374023
	Iteration 1F: 3 clusters Score -57767.21 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -57820.136719 Penalty: 2084.374023
	Iteration 2F: 3 clusters Score -57820.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -57849.000000 Penalty: 2084.374023
	Iteration 3Q: 3 clusters Score -57849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -57884.460938 Penalty: 2084.374023
	Iteration 4Q: 3 clusters Score -57884.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -57960.207031 Penalty: 2084.374023
	Iteration 5Q: 3 clusters Score -57960.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -58030.882812 Penalty: 2084.374023
	Iteration 6F: 3 clusters Score -58030.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -58117.218750 Penalty: 2084.374023
	Iteration 7F: 3 clusters Score -58117.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -58159.816406 Penalty: 2084.374023
	Iteration 8Q: 3 clusters Score -58159.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -58205.792969 Penalty: 2084.374023
	Iteration 9Q: 3 clusters Score -58205.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -58240.304688 Penalty: 2084.374023
	Iteration 10Q: 3 clusters Score -58240.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -58253.359375 Penalty: 2084.374023
	Iteration 11Q: 3 clusters Score -58253.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -58257.359375 Penalty: 2084.374023
	Iteration 12Q: 3 clusters Score -58257.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -58258.898438 Penalty: 2084.374023
	Iteration 13Q: 3 clusters Score -58258.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -58260.699219 Penalty: 2084.374023
	Iteration 14Q: 3 clusters Score -58260.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -58260.699219 Penalty: 2084.374023
	Iteration 15F: 3 clusters Score -58260.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115534 members 
Mstep: Class 2 contains 17849 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84411 members 
Mstep: Class 10 contains 1100 members 
Mstep: Class 11 contains 24903 members 
Mstep: Class 12 contains 10813 members 
Mstep: Class 13 contains 3002 members 
Mstep: Class 16 contains 62337 members 
Mstep: Class 17 contains 63662 members 
Mstep: Class 18 contains 35779 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54007088.000000 Penalty: 31573.416016
Iteration 119Q: 16 clusters Score -5.400709e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115552 members 
Mstep: Class 2 contains 17859 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84396 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 24930 members 
Mstep: Class 12 contains 10836 members 
Mstep: Class 13 contains 3001 members 
Mstep: Class 16 contains 62364 members 
Mstep: Class 17 contains 63955 members 
Mstep: Class 18 contains 35396 members 
Mstep: Class 20 contains 700 members 
Mstep: Class 21 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54007236.000000 Penalty: 31573.416016
Iteration 120F: 16 clusters Score -5.400724e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115587 members 
Mstep: Class 2 contains 17881 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84364 members 
Mstep: Class 10 contains 1102 members 
Mstep: Class 11 contains 24955 members 
Mstep: Class 12 contains 10844 members 
Mstep: Class 13 contains 2999 members 
Mstep: Class 16 contains 62392 members 
Mstep: Class 17 contains 64291 members 
Mstep: Class 18 contains 34976 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54007304.000000 Penalty: 31573.416016
Iteration 121Q: 16 clusters Score -5.40073e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115609 members 
Mstep: Class 2 contains 17900 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84290 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 24989 members 
Mstep: Class 12 contains 10857 members 
Mstep: Class 13 contains 2996 members 
Mstep: Class 16 contains 62423 members 
Mstep: Class 17 contains 64647 members 
Mstep: Class 18 contains 34579 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54007540.000000 Penalty: 31573.416016
Iteration 122Q: 16 clusters Score -5.400754e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115678 members 
Mstep: Class 2 contains 17918 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84254 members 
Mstep: Class 10 contains 1100 members 
Mstep: Class 11 contains 25024 members 
Mstep: Class 12 contains 10858 members 
Mstep: Class 13 contains 2994 members 
Mstep: Class 16 contains 62413 members 
Mstep: Class 17 contains 65035 members 
Mstep: Class 18 contains 34117 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54007532.000000 Penalty: 31573.416016
Iteration 123Q: 16 clusters Score -5.400753e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115731 members 
Mstep: Class 2 contains 17938 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84253 members 
Mstep: Class 10 contains 1099 members 
Mstep: Class 11 contains 25070 members 
Mstep: Class 12 contains 10857 members 
Mstep: Class 13 contains 2995 members 
Mstep: Class 16 contains 62408 members 
Mstep: Class 17 contains 65419 members 
Mstep: Class 18 contains 33620 members 
Mstep: Class 20 contains 699 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54007724.000000 Penalty: 31573.416016
Iteration 124Q: 16 clusters Score -5.400772e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115795 members 
Mstep: Class 2 contains 17972 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84268 members 
Mstep: Class 10 contains 1099 members 
Mstep: Class 11 contains 25111 members 
Mstep: Class 12 contains 10848 members 
Mstep: Class 13 contains 2994 members 
Mstep: Class 16 contains 62358 members 
Mstep: Class 17 contains 65844 members 
Mstep: Class 18 contains 33102 members 
Mstep: Class 20 contains 698 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54007824.000000 Penalty: 31573.416016
Iteration 125Q: 16 clusters Score -5.400782e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115891 members 
Mstep: Class 2 contains 17997 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84264 members 
Mstep: Class 10 contains 1099 members 
Mstep: Class 11 contains 25155 members 
Mstep: Class 12 contains 10827 members 
Mstep: Class 13 contains 2994 members 
Mstep: Class 16 contains 62265 members 
Mstep: Class 17 contains 66309 members 
Mstep: Class 18 contains 32591 members 
Mstep: Class 20 contains 697 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008044.000000 Penalty: 31573.416016
Iteration 126Q: 16 clusters Score -5.400804e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115942 members 
Mstep: Class 2 contains 18022 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84235 members 
Mstep: Class 10 contains 1099 members 
Mstep: Class 11 contains 25204 members 
Mstep: Class 12 contains 10810 members 
Mstep: Class 13 contains 2994 members 
Mstep: Class 16 contains 62268 members 
Mstep: Class 17 contains 66828 members 
Mstep: Class 18 contains 31990 members 
Mstep: Class 20 contains 697 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008112.000000 Penalty: 31573.416016
Iteration 127Q: 16 clusters Score -5.400811e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115967 members 
Mstep: Class 2 contains 18047 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84185 members 
Mstep: Class 10 contains 1098 members 
Mstep: Class 11 contains 25249 members 
Mstep: Class 12 contains 10810 members 
Mstep: Class 13 contains 2994 members 
Mstep: Class 16 contains 62281 members 
Mstep: Class 17 contains 67388 members 
Mstep: Class 18 contains 31373 members 
Mstep: Class 20 contains 697 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008632.000000 Penalty: 31573.416016
Iteration 128Q: 16 clusters Score -5.400863e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115903 members 
Mstep: Class 2 contains 18064 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84174 members 
Mstep: Class 10 contains 1096 members 
Mstep: Class 11 contains 25269 members 
Mstep: Class 12 contains 10811 members 
Mstep: Class 13 contains 2993 members 
Mstep: Class 16 contains 62299 members 
Mstep: Class 17 contains 67949 members 
Mstep: Class 18 contains 30835 members 
Mstep: Class 20 contains 696 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008868.000000 Penalty: 31573.416016
Iteration 129Q: 16 clusters Score -5.400887e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115823 members 
Mstep: Class 2 contains 18081 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84170 members 
Mstep: Class 10 contains 1093 members 
Mstep: Class 11 contains 25281 members 
Mstep: Class 12 contains 10804 members 
Mstep: Class 13 contains 2993 members 
Mstep: Class 16 contains 62253 members 
Mstep: Class 17 contains 68483 members 
Mstep: Class 18 contains 30412 members 
Mstep: Class 20 contains 696 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54009128.000000 Penalty: 31573.416016
Iteration 130Q: 16 clusters Score -5.400913e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115764 members 
Mstep: Class 2 contains 18097 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84144 members 
Mstep: Class 10 contains 1093 members 
Mstep: Class 11 contains 25289 members 
Mstep: Class 12 contains 10773 members 
Mstep: Class 13 contains 2993 members 
Mstep: Class 16 contains 62200 members 
Mstep: Class 17 contains 68952 members 
Mstep: Class 18 contains 30088 members 
Mstep: Class 20 contains 696 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54009132.000000 Penalty: 31573.416016
Iteration 131Q: 16 clusters Score -5.400913e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115662 members 
Mstep: Class 2 contains 18105 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84135 members 
Mstep: Class 10 contains 1091 members 
Mstep: Class 11 contains 25300 members 
Mstep: Class 12 contains 10739 members 
Mstep: Class 13 contains 2993 members 
Mstep: Class 16 contains 62194 members 
Mstep: Class 17 contains 69377 members 
Mstep: Class 18 contains 29798 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54009224.000000 Penalty: 31573.416016
Iteration 132Q: 16 clusters Score -5.400922e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115561 members 
Mstep: Class 2 contains 18112 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 7 contains 84135 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 25297 members 
Mstep: Class 12 contains 10696 members 
Mstep: Class 13 contains 2992 members 
Mstep: Class 16 contains 62235 members 
Mstep: Class 17 contains 69756 members 
Mstep: Class 18 contains 29519 members 
Mstep: Class 20 contains 695 members 
Mstep: Class 21 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54009080.000000 Penalty: 31573.416016
Iteration 133Q: 16 clusters Score -5.400908e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115553 members 
Mstep: Class 2 contains 18126 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 84113 members 
Mstep: Class 10 contains 1089 members 
Mstep: Class 11 contains 25300 members 
Mstep: Class 12 contains 10654 members 
Mstep: Class 13 contains 2990 members 
Mstep: Class 16 contains 62213 members 
Mstep: Class 17 contains 70072 members 
Mstep: Class 18 contains 29284 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54009020.000000 Penalty: 31573.416016
Iteration 134Q: 16 clusters Score -5.400902e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115513 members 
Mstep: Class 2 contains 18146 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 84101 members 
Mstep: Class 10 contains 1088 members 
Mstep: Class 11 contains 25314 members 
Mstep: Class 12 contains 10621 members 
Mstep: Class 13 contains 2988 members 
Mstep: Class 16 contains 62214 members 
Mstep: Class 17 contains 70339 members 
Mstep: Class 18 contains 29070 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008860.000000 Penalty: 31573.416016
Iteration 135Q: 16 clusters Score -5.400886e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115476 members 
Mstep: Class 2 contains 18163 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 84087 members 
Mstep: Class 10 contains 1087 members 
Mstep: Class 11 contains 25324 members 
Mstep: Class 12 contains 10605 members 
Mstep: Class 13 contains 2988 members 
Mstep: Class 16 contains 62218 members 
Mstep: Class 17 contains 70550 members 
Mstep: Class 18 contains 28896 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008612.000000 Penalty: 31573.416016
Iteration 136Q: 16 clusters Score -5.400861e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115427 members 
Mstep: Class 2 contains 18188 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 84079 members 
Mstep: Class 10 contains 1085 members 
Mstep: Class 11 contains 25338 members 
Mstep: Class 12 contains 10584 members 
Mstep: Class 13 contains 2990 members 
Mstep: Class 16 contains 62218 members 
Mstep: Class 17 contains 70723 members 
Mstep: Class 18 contains 28762 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008612.000000 Penalty: 31573.416016
Iteration 137Q: 16 clusters Score -5.400861e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115408 members 
Mstep: Class 2 contains 18216 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 84051 members 
Mstep: Class 10 contains 1084 members 
Mstep: Class 11 contains 25346 members 
Mstep: Class 12 contains 10564 members 
Mstep: Class 13 contains 2987 members 
Mstep: Class 16 contains 62232 members 
Mstep: Class 17 contains 70849 members 
Mstep: Class 18 contains 28657 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008516.000000 Penalty: 31573.416016
Iteration 138Q: 16 clusters Score -5.400852e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115393 members 
Mstep: Class 2 contains 18237 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 84026 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 25348 members 
Mstep: Class 12 contains 10551 members 
Mstep: Class 13 contains 2983 members 
Mstep: Class 16 contains 62226 members 
Mstep: Class 17 contains 70990 members 
Mstep: Class 18 contains 28557 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008336.000000 Penalty: 31573.416016
Iteration 139Q: 16 clusters Score -5.400834e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115347 members 
Mstep: Class 2 contains 18255 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 84002 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 25355 members 
Mstep: Class 12 contains 10542 members 
Mstep: Class 13 contains 2982 members 
Mstep: Class 16 contains 62239 members 
Mstep: Class 17 contains 71101 members 
Mstep: Class 18 contains 28488 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008332.000000 Penalty: 31573.416016
Iteration 140F: 16 clusters Score -5.400833e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115311 members 
Mstep: Class 2 contains 18272 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 83975 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 25356 members 
Mstep: Class 12 contains 10527 members 
Mstep: Class 13 contains 2980 members 
Mstep: Class 16 contains 62247 members 
Mstep: Class 17 contains 71191 members 
Mstep: Class 18 contains 28452 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008248.000000 Penalty: 31573.416016
Iteration 141Q: 16 clusters Score -5.400825e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115291 members 
Mstep: Class 2 contains 18291 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 83951 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 25366 members 
Mstep: Class 12 contains 10516 members 
Mstep: Class 13 contains 2978 members 
Mstep: Class 16 contains 62227 members 
Mstep: Class 17 contains 71265 members 
Mstep: Class 18 contains 28426 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008296.000000 Penalty: 31573.416016
Iteration 142Q: 16 clusters Score -5.40083e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115273 members 
Mstep: Class 2 contains 18314 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 83931 members 
Mstep: Class 10 contains 1083 members 
Mstep: Class 11 contains 25371 members 
Mstep: Class 12 contains 10502 members 
Mstep: Class 13 contains 2975 members 
Mstep: Class 16 contains 62208 members 
Mstep: Class 17 contains 71326 members 
Mstep: Class 18 contains 28411 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008248.000000 Penalty: 31573.416016
Iteration 143Q: 16 clusters Score -5.400825e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115243 members 
Mstep: Class 2 contains 18340 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 83915 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 25381 members 
Mstep: Class 12 contains 10488 members 
Mstep: Class 13 contains 2975 members 
Mstep: Class 16 contains 62200 members 
Mstep: Class 17 contains 71375 members 
Mstep: Class 18 contains 28395 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008200.000000 Penalty: 31573.416016
Iteration 144Q: 16 clusters Score -5.40082e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115234 members 
Mstep: Class 2 contains 18364 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 83900 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 25391 members 
Mstep: Class 12 contains 10469 members 
Mstep: Class 13 contains 2974 members 
Mstep: Class 16 contains 62175 members 
Mstep: Class 17 contains 71426 members 
Mstep: Class 18 contains 28379 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008196.000000 Penalty: 31573.416016
Iteration 145Q: 16 clusters Score -5.40082e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115231 members 
Mstep: Class 2 contains 18389 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 83879 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 25395 members 
Mstep: Class 12 contains 10451 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 16 contains 62163 members 
Mstep: Class 17 contains 71469 members 
Mstep: Class 18 contains 28362 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008124.000000 Penalty: 31573.416016
Iteration 146Q: 16 clusters Score -5.400812e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115230 members 
Mstep: Class 2 contains 18418 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 83871 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 25400 members 
Mstep: Class 12 contains 10434 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 16 contains 62123 members 
Mstep: Class 17 contains 71526 members 
Mstep: Class 18 contains 28337 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008100.000000 Penalty: 31573.416016
Iteration 147Q: 16 clusters Score -5.40081e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115246 members 
Mstep: Class 2 contains 18442 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 83859 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 25405 members 
Mstep: Class 12 contains 10418 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 16 contains 62086 members 
Mstep: Class 17 contains 71568 members 
Mstep: Class 18 contains 28315 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008180.000000 Penalty: 31573.416016
Iteration 148Q: 16 clusters Score -5.400818e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115248 members 
Mstep: Class 2 contains 18464 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 83853 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 25407 members 
Mstep: Class 12 contains 10404 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 16 contains 62066 members 
Mstep: Class 17 contains 71604 members 
Mstep: Class 18 contains 28293 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008164.000000 Penalty: 31573.416016
Iteration 149Q: 16 clusters Score -5.400816e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115254 members 
Mstep: Class 2 contains 18479 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 83843 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 25404 members 
Mstep: Class 12 contains 10397 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 16 contains 62071 members 
Mstep: Class 17 contains 71627 members 
Mstep: Class 18 contains 28264 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008188.000000 Penalty: 31573.416016
Iteration 150Q: 16 clusters Score -5.400819e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115256 members 
Mstep: Class 2 contains 18488 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 83827 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 25415 members 
Mstep: Class 12 contains 10390 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 16 contains 62081 members 
Mstep: Class 17 contains 71644 members 
Mstep: Class 18 contains 28238 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008132.000000 Penalty: 31573.416016
Iteration 151Q: 16 clusters Score -5.400813e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115242 members 
Mstep: Class 2 contains 18506 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 83822 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 25424 members 
Mstep: Class 12 contains 10384 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 16 contains 62076 members 
Mstep: Class 17 contains 71665 members 
Mstep: Class 18 contains 28220 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008128.000000 Penalty: 31573.416016
Iteration 152Q: 16 clusters Score -5.400813e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115241 members 
Mstep: Class 2 contains 18524 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 83802 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 25433 members 
Mstep: Class 12 contains 10383 members 
Mstep: Class 13 contains 2972 members 
Mstep: Class 16 contains 62072 members 
Mstep: Class 17 contains 71672 members 
Mstep: Class 18 contains 28213 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008064.000000 Penalty: 31573.416016
Iteration 153Q: 16 clusters Score -5.400806e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115249 members 
Mstep: Class 2 contains 18537 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 83789 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 25429 members 
Mstep: Class 12 contains 10379 members 
Mstep: Class 13 contains 2971 members 
Mstep: Class 16 contains 62079 members 
Mstep: Class 17 contains 71680 members 
Mstep: Class 18 contains 28199 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008032.000000 Penalty: 31573.416016
Iteration 154Q: 16 clusters Score -5.400803e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115247 members 
Mstep: Class 2 contains 18559 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 83776 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 25422 members 
Mstep: Class 12 contains 10376 members 
Mstep: Class 13 contains 2971 members 
Mstep: Class 16 contains 62088 members 
Mstep: Class 17 contains 71683 members 
Mstep: Class 18 contains 28190 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008000.000000 Penalty: 31573.416016
Iteration 155Q: 16 clusters Score -5.4008e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115242 members 
Mstep: Class 2 contains 18579 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 83761 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 25420 members 
Mstep: Class 12 contains 10367 members 
Mstep: Class 13 contains 2971 members 
Mstep: Class 16 contains 62095 members 
Mstep: Class 17 contains 71691 members 
Mstep: Class 18 contains 28186 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54007968.000000 Penalty: 31573.416016
Iteration 156Q: 16 clusters Score -5.400797e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115229 members 
Mstep: Class 2 contains 18598 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 83755 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 25425 members 
Mstep: Class 12 contains 10357 members 
Mstep: Class 13 contains 2970 members 
Mstep: Class 16 contains 62100 members 
Mstep: Class 17 contains 71699 members 
Mstep: Class 18 contains 28179 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008048.000000 Penalty: 31573.416016
Iteration 157Q: 16 clusters Score -5.400805e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115231 members 
Mstep: Class 2 contains 18613 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 7 contains 83751 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 25431 members 
Mstep: Class 12 contains 10345 members 
Mstep: Class 13 contains 2970 members 
Mstep: Class 16 contains 62100 members 
Mstep: Class 17 contains 71703 members 
Mstep: Class 18 contains 28168 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54007956.000000 Penalty: 31573.416016
Iteration 158Q: 16 clusters Score -5.400796e+07 nChanged 150
Entering ConstructFrom: 
Score: -54007956.000000 Penalty: 31573.416016
Entering ConstructFrom: 
Trying to split cluster 1 (115228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115228 members 
Entering Unmasked Estep 
Score: -14884808.000000 Penalty: 1893.883545
	Iteration 0F: 2 clusters Score -1.488481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57705 members 
Mstep: Class 2 contains 57523 members 
Entering Unmasked Estep 
Score: -14814612.000000 Penalty: 3787.767090
	Iteration 0F: 3 clusters Score -1.481461e+07 nChanged 55279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58480 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -14846708.000000 Penalty: 3787.767090
	Iteration 1F: 3 clusters Score -1.484671e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58819 members 
Mstep: Class 2 contains 56409 members 
Entering Unmasked Estep 
Score: -14847248.000000 Penalty: 3787.767090
	Iteration 2Q: 3 clusters Score -1.484725e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 55876 members 
Entering Unmasked Estep 
Score: -14847852.000000 Penalty: 3787.767090
	Iteration 3Q: 3 clusters Score -1.484785e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60166 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -14848561.000000 Penalty: 3787.767090
	Iteration 4Q: 3 clusters Score -1.484856e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -14849224.000000 Penalty: 3787.767090
	Iteration 5Q: 3 clusters Score -1.484922e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63135 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -14850239.000000 Penalty: 3787.767090
	Iteration 6Q: 3 clusters Score -1.485024e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65737 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -14851578.000000 Penalty: 3787.767090
	Iteration 7Q: 3 clusters Score -1.485158e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69609 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -14853905.000000 Penalty: 3787.767090
	Iteration 8Q: 3 clusters Score -1.48539e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75071 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -14857358.000000 Penalty: 3787.767090
	Iteration 9F: 3 clusters Score -1.485736e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82027 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -14862016.000000 Penalty: 3787.767090
	Iteration 10F: 3 clusters Score -1.486202e+07 nChanged 8392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89887 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -14867752.000000 Penalty: 3787.767090
	Iteration 11F: 3 clusters Score -1.486775e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96944 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -14875856.000000 Penalty: 3787.767090
	Iteration 12F: 3 clusters Score -1.487586e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102782 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -14882644.000000 Penalty: 3787.767090
	Iteration 13F: 3 clusters Score -1.488264e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106631 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -14885604.000000 Penalty: 3787.767090
	Iteration 14Q: 3 clusters Score -1.48856e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108793 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -14886383.000000 Penalty: 3787.767090
	Iteration 15Q: 3 clusters Score -1.488638e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110110 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -14886406.000000 Penalty: 3787.767090
	Iteration 16Q: 3 clusters Score -1.488641e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110992 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -14886244.000000 Penalty: 3787.767090
	Iteration 17Q: 3 clusters Score -1.488624e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111640 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -14885986.000000 Penalty: 3787.767090
	Iteration 18Q: 3 clusters Score -1.488599e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112152 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -14885786.000000 Penalty: 3787.767090
	Iteration 19Q: 3 clusters Score -1.488579e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112543 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -14885600.000000 Penalty: 3787.767090
	Iteration 20F: 3 clusters Score -1.48856e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112798 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -14885449.000000 Penalty: 3787.767090
	Iteration 21Q: 3 clusters Score -1.488545e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113001 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -14885331.000000 Penalty: 3787.767090
	Iteration 22Q: 3 clusters Score -1.488533e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113177 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -14885227.000000 Penalty: 3787.767090
	Iteration 23Q: 3 clusters Score -1.488523e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113315 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -14885114.000000 Penalty: 3787.767090
	Iteration 24Q: 3 clusters Score -1.488511e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113438 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -14885009.000000 Penalty: 3787.767090
	Iteration 25Q: 3 clusters Score -1.488501e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113552 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -14884931.000000 Penalty: 3787.767090
	Iteration 26Q: 3 clusters Score -1.488493e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113636 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -14884874.000000 Penalty: 3787.767090
	Iteration 27Q: 3 clusters Score -1.488487e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113699 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -14884803.000000 Penalty: 3787.767090
	Iteration 28Q: 3 clusters Score -1.48848e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113760 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -14884776.000000 Penalty: 3787.767090
	Iteration 29Q: 3 clusters Score -1.488478e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113811 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -14884779.000000 Penalty: 3787.767090
	Iteration 30Q: 3 clusters Score -1.488478e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113840 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -14884766.000000 Penalty: 3787.767090
	Iteration 31Q: 3 clusters Score -1.488477e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113875 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -14884752.000000 Penalty: 3787.767090
	Iteration 32Q: 3 clusters Score -1.488475e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113906 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -14884711.000000 Penalty: 3787.767090
	Iteration 33Q: 3 clusters Score -1.488471e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113931 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -14884688.000000 Penalty: 3787.767090
	Iteration 34Q: 3 clusters Score -1.488469e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113945 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -14884653.000000 Penalty: 3787.767090
	Iteration 35Q: 3 clusters Score -1.488465e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113961 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -14884639.000000 Penalty: 3787.767090
	Iteration 36Q: 3 clusters Score -1.488464e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113981 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -14884634.000000 Penalty: 3787.767090
	Iteration 37Q: 3 clusters Score -1.488463e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114004 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -14884595.000000 Penalty: 3787.767090
	Iteration 38Q: 3 clusters Score -1.48846e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114023 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -14884588.000000 Penalty: 3787.767090
	Iteration 39Q: 3 clusters Score -1.488459e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114036 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -14884580.000000 Penalty: 3787.767090
	Iteration 40F: 3 clusters Score -1.488458e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114048 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -14884583.000000 Penalty: 3787.767090
	Iteration 41Q: 3 clusters Score -1.488458e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114057 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -14884558.000000 Penalty: 3787.767090
	Iteration 42Q: 3 clusters Score -1.488456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114065 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -14884558.000000 Penalty: 3787.767090
	Iteration 43Q: 3 clusters Score -1.488456e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114074 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -14884536.000000 Penalty: 3787.767090
	Iteration 44Q: 3 clusters Score -1.488454e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114085 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -14884556.000000 Penalty: 3787.767090
	Iteration 45Q: 3 clusters Score -1.488456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114093 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -14884543.000000 Penalty: 3787.767090
	Iteration 46Q: 3 clusters Score -1.488454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114100 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -14884543.000000 Penalty: 3787.767090
	Iteration 47Q: 3 clusters Score -1.488454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114105 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -14884527.000000 Penalty: 3787.767090
	Iteration 48Q: 3 clusters Score -1.488453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114108 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -14884537.000000 Penalty: 3787.767090
	Iteration 49Q: 3 clusters Score -1.488454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114111 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -14884530.000000 Penalty: 3787.767090
	Iteration 50Q: 3 clusters Score -1.488453e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114115 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -14884536.000000 Penalty: 3787.767090
	Iteration 51Q: 3 clusters Score -1.488454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114117 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -14884546.000000 Penalty: 3787.767090
	Iteration 52Q: 3 clusters Score -1.488455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114115 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -14884545.000000 Penalty: 3787.767090
	Iteration 53Q: 3 clusters Score -1.488454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114116 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -14884550.000000 Penalty: 3787.767090
	Iteration 54Q: 3 clusters Score -1.488455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114119 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -14884533.000000 Penalty: 3787.767090
	Iteration 55Q: 3 clusters Score -1.488453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114121 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -14884535.000000 Penalty: 3787.767090
	Iteration 56Q: 3 clusters Score -1.488454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114121 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -14884535.000000 Penalty: 3787.767090
	Iteration 57F: 3 clusters Score -1.488454e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (18629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Entering Unmasked Estep 
Score: -2367764.250000 Penalty: 1597.777100
	Iteration 0F: 2 clusters Score -2367764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2354833.250000 Penalty: 3195.554199
	Iteration 0F: 3 clusters Score -2354833 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2359631.750000 Penalty: 3195.554199
	Iteration 1F: 3 clusters Score -2359632 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2360050.000000 Penalty: 3195.554199
	Iteration 2Q: 3 clusters Score -2360050 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2360559.750000 Penalty: 3195.554199
	Iteration 3Q: 3 clusters Score -2360560 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2361240.500000 Penalty: 3195.554199
	Iteration 4F: 3 clusters Score -2361240 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2362156.250000 Penalty: 3195.554199
	Iteration 5F: 3 clusters Score -2362156 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2363294.750000 Penalty: 3195.554199
	Iteration 6F: 3 clusters Score -2363295 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2364414.000000 Penalty: 3195.554199
	Iteration 7F: 3 clusters Score -2364414 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2365276.250000 Penalty: 3195.554199
	Iteration 8F: 3 clusters Score -2365276 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2365839.500000 Penalty: 3195.554199
	Iteration 9F: 3 clusters Score -2365840 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2366119.000000 Penalty: 3195.554199
	Iteration 10Q: 3 clusters Score -2366119 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2366248.250000 Penalty: 3195.554199
	Iteration 11Q: 3 clusters Score -2366248 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2366309.500000 Penalty: 3195.554199
	Iteration 12Q: 3 clusters Score -2366310 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2366344.250000 Penalty: 3195.554199
	Iteration 13Q: 3 clusters Score -2366344 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2366374.750000 Penalty: 3195.554199
	Iteration 14Q: 3 clusters Score -2366375 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2366391.000000 Penalty: 3195.554199
	Iteration 15Q: 3 clusters Score -2366391 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2366403.500000 Penalty: 3195.554199
	Iteration 16Q: 3 clusters Score -2366404 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2366419.500000 Penalty: 3195.554199
	Iteration 17Q: 3 clusters Score -2366420 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2366424.750000 Penalty: 3195.554199
	Iteration 18Q: 3 clusters Score -2366425 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2366441.500000 Penalty: 3195.554199
	Iteration 19Q: 3 clusters Score -2366442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2366439.500000 Penalty: 3195.554199
	Iteration 20F: 3 clusters Score -2366440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2366437.750000 Penalty: 3195.554199
	Iteration 21Q: 3 clusters Score -2366438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2366444.000000 Penalty: 3195.554199
	Iteration 22Q: 3 clusters Score -2366444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2366443.750000 Penalty: 3195.554199
	Iteration 23Q: 3 clusters Score -2366444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2366447.000000 Penalty: 3195.554199
	Iteration 24Q: 3 clusters Score -2366447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2366453.500000 Penalty: 3195.554199
	Iteration 25Q: 3 clusters Score -2366454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2366452.500000 Penalty: 3195.554199
	Iteration 26Q: 3 clusters Score -2366452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -2366460.500000 Penalty: 3195.554199
	Iteration 27Q: 3 clusters Score -2366460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2366461.250000 Penalty: 3195.554199
	Iteration 28Q: 3 clusters Score -2366461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2366462.250000 Penalty: 3195.554199
	Iteration 29Q: 3 clusters Score -2366462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2366462.500000 Penalty: 3195.554199
	Iteration 30Q: 3 clusters Score -2366462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2366463.750000 Penalty: 3195.554199
	Iteration 31Q: 3 clusters Score -2366464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2366462.750000 Penalty: 3195.554199
	Iteration 32Q: 3 clusters Score -2366463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2366462.500000 Penalty: 3195.554199
	Iteration 33Q: 3 clusters Score -2366462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2366462.000000 Penalty: 3195.554199
	Iteration 34Q: 3 clusters Score -2366462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2366461.000000 Penalty: 3195.554199
	Iteration 35Q: 3 clusters Score -2366461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2366462.750000 Penalty: 3195.554199
	Iteration 36Q: 3 clusters Score -2366463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2366461.250000 Penalty: 3195.554199
	Iteration 37Q: 3 clusters Score -2366461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2366458.000000 Penalty: 3195.554199
	Iteration 38Q: 3 clusters Score -2366458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2366459.750000 Penalty: 3195.554199
	Iteration 39Q: 3 clusters Score -2366460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2366455.250000 Penalty: 3195.554199
	Iteration 40F: 3 clusters Score -2366455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2366455.500000 Penalty: 3195.554199
	Iteration 41Q: 3 clusters Score -2366456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2366457.000000 Penalty: 3195.554199
	Iteration 42Q: 3 clusters Score -2366457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2366457.500000 Penalty: 3195.554199
	Iteration 43Q: 3 clusters Score -2366458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2366457.500000 Penalty: 3195.554199
	Iteration 44F: 3 clusters Score -2366458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -56241.855469 Penalty: 1036.494263
	Iteration 0F: 2 clusters Score -56241.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -55252.687500 Penalty: 2072.988525
	Iteration 0F: 3 clusters Score -55252.69 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -56000.855469 Penalty: 2072.988525
	Iteration 1F: 3 clusters Score -56000.86 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -56367.093750 Penalty: 2072.988525
	Iteration 2F: 3 clusters Score -56367.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -56549.812500 Penalty: 2072.988525
	Iteration 3Q: 3 clusters Score -56549.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -56638.875000 Penalty: 2072.988525
	Iteration 4Q: 3 clusters Score -56638.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56701.082031 Penalty: 2072.988525
	Iteration 5Q: 3 clusters Score -56701.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56740.132812 Penalty: 2072.988525
	Iteration 6Q: 3 clusters Score -56740.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56758.644531 Penalty: 2072.988525
	Iteration 7Q: 3 clusters Score -56758.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56761.839844 Penalty: 2072.988525
	Iteration 8Q: 3 clusters Score -56761.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56764.753906 Penalty: 2072.988525
	Iteration 9Q: 3 clusters Score -56764.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56767.835938 Penalty: 2072.988525
	Iteration 10Q: 3 clusters Score -56767.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56771.367188 Penalty: 2072.988525
	Iteration 11Q: 3 clusters Score -56771.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56775.433594 Penalty: 2072.988525
	Iteration 12F: 3 clusters Score -56775.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56780.132812 Penalty: 2072.988525
	Iteration 13Q: 3 clusters Score -56780.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56785.617188 Penalty: 2072.988525
	Iteration 14Q: 3 clusters Score -56785.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56789.875000 Penalty: 2072.988525
	Iteration 15Q: 3 clusters Score -56789.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56793.437500 Penalty: 2072.988525
	Iteration 16Q: 3 clusters Score -56793.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56797.503906 Penalty: 2072.988525
	Iteration 17Q: 3 clusters Score -56797.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -56797.503906 Penalty: 2072.988525
	Iteration 18F: 3 clusters Score -56797.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115228 members 
Mstep: Class 2 contains 18629 members 
Mstep: Class 3 contains 354 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 235 members 
Mstep: Class 7 contains 83741 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 25433 members 
Mstep: Class 12 contains 10338 members 
Mstep: Class 13 contains 2970 members 
Mstep: Class 16 contains 62097 members 
Mstep: Class 17 contains 71716 members 
Mstep: Class 18 contains 28160 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
Score: -54007492.000000 Penalty: 33678.312500
Splitting cluster 3 changes total score from -54007956.000000 to -54007492.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -51845.906250 Penalty: 939.871643
	Iteration 0F: 2 clusters Score -51845.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50940.191406 Penalty: 1879.743286
	Iteration 0F: 3 clusters Score -50940.19 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -51051.847656 Penalty: 1879.743286
	Iteration 1F: 3 clusters Score -51051.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51056.816406 Penalty: 1879.743286
	Iteration 2Q: 3 clusters Score -51056.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51060.925781 Penalty: 1879.743286
	Iteration 3Q: 3 clusters Score -51060.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -51065.601562 Penalty: 1879.743286
	Iteration 4Q: 3 clusters Score -51065.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51068.285156 Penalty: 1879.743286
	Iteration 5Q: 3 clusters Score -51068.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51068.285156 Penalty: 1879.743286
	Iteration 6F: 3 clusters Score -51068.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -26019.062500 Penalty: 992.752747
	Iteration 0F: 2 clusters Score -26019.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25409.916016 Penalty: 1985.505493
	Iteration 0F: 3 clusters Score -25409.92 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26426.076172 Penalty: 1985.505493
	Iteration 1F: 3 clusters Score -26426.08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26925.060547 Penalty: 1985.505493
	Iteration 2F: 3 clusters Score -26925.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27032.033203 Penalty: 1985.505493
	Iteration 3Q: 3 clusters Score -27032.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27085.564453 Penalty: 1985.505493
	Iteration 4Q: 3 clusters Score -27085.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27147.283203 Penalty: 1985.505493
	Iteration 5Q: 3 clusters Score -27147.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27215.394531 Penalty: 1985.505493
	Iteration 6Q: 3 clusters Score -27215.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27252.464844 Penalty: 1985.505493
	Iteration 7Q: 3 clusters Score -27252.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27254.853516 Penalty: 1985.505493
	Iteration 8Q: 3 clusters Score -27254.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27254.853516 Penalty: 1985.505493
	Iteration 9F: 3 clusters Score -27254.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115228 members 
Mstep: Class 2 contains 18629 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 151 members 
Mstep: Class 7 contains 83741 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 25433 members 
Mstep: Class 12 contains 10338 members 
Mstep: Class 13 contains 2970 members 
Mstep: Class 16 contains 62097 members 
Mstep: Class 17 contains 71716 members 
Mstep: Class 18 contains 28160 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
Score: -54008084.000000 Penalty: 33678.312500
Splitting cluster 5 changes total score from -54007956.000000 to -54008084.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 7 (83741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83741 members 
Entering Unmasked Estep 
Score: -10958474.000000 Penalty: 1842.016113
	Iteration 0F: 2 clusters Score -1.095847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -10911661.000000 Penalty: 3684.032227
	Iteration 0F: 3 clusters Score -1.091166e+07 nChanged 40000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -10934775.000000 Penalty: 3684.032227
	Iteration 1F: 3 clusters Score -1.093478e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -10935325.000000 Penalty: 3684.032227
	Iteration 2Q: 3 clusters Score -1.093532e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -10935949.000000 Penalty: 3684.032227
	Iteration 3Q: 3 clusters Score -1.093595e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -10936725.000000 Penalty: 3684.032227
	Iteration 4Q: 3 clusters Score -1.093672e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 48645 members 
Entering Unmasked Estep 
Score: -10937930.000000 Penalty: 3684.032227
	Iteration 5Q: 3 clusters Score -1.093793e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -10939492.000000 Penalty: 3684.032227
	Iteration 6Q: 3 clusters Score -1.093949e+07 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -10942083.000000 Penalty: 3684.032227
	Iteration 7F: 3 clusters Score -1.094208e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 61220 members 
Entering Unmasked Estep 
Score: -10945317.000000 Penalty: 3684.032227
	Iteration 8F: 3 clusters Score -1.094532e+07 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 66630 members 
Entering Unmasked Estep 
Score: -10948705.000000 Penalty: 3684.032227
	Iteration 9F: 3 clusters Score -1.09487e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 70785 members 
Entering Unmasked Estep 
Score: -10951583.000000 Penalty: 3684.032227
	Iteration 10F: 3 clusters Score -1.095158e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 73275 members 
Entering Unmasked Estep 
Score: -10953538.000000 Penalty: 3684.032227
	Iteration 11Q: 3 clusters Score -1.095354e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 74626 members 
Entering Unmasked Estep 
Score: -10954519.000000 Penalty: 3684.032227
	Iteration 12Q: 3 clusters Score -1.095452e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 75449 members 
Entering Unmasked Estep 
Score: -10955037.000000 Penalty: 3684.032227
	Iteration 13Q: 3 clusters Score -1.095504e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 76029 members 
Entering Unmasked Estep 
Score: -10955253.000000 Penalty: 3684.032227
	Iteration 14Q: 3 clusters Score -1.095525e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 76522 members 
Entering Unmasked Estep 
Score: -10955447.000000 Penalty: 3684.032227
	Iteration 15Q: 3 clusters Score -1.095545e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 76931 members 
Entering Unmasked Estep 
Score: -10955593.000000 Penalty: 3684.032227
	Iteration 16Q: 3 clusters Score -1.095559e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 77302 members 
Entering Unmasked Estep 
Score: -10955711.000000 Penalty: 3684.032227
	Iteration 17Q: 3 clusters Score -1.095571e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 77638 members 
Entering Unmasked Estep 
Score: -10955844.000000 Penalty: 3684.032227
	Iteration 18Q: 3 clusters Score -1.095584e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 77931 members 
Entering Unmasked Estep 
Score: -10955912.000000 Penalty: 3684.032227
	Iteration 19Q: 3 clusters Score -1.095591e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 78186 members 
Entering Unmasked Estep 
Score: -10955985.000000 Penalty: 3684.032227
	Iteration 20F: 3 clusters Score -1.095598e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 78450 members 
Entering Unmasked Estep 
Score: -10956073.000000 Penalty: 3684.032227
	Iteration 21Q: 3 clusters Score -1.095607e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 78703 members 
Entering Unmasked Estep 
Score: -10956150.000000 Penalty: 3684.032227
	Iteration 22Q: 3 clusters Score -1.095615e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 78922 members 
Entering Unmasked Estep 
Score: -10956224.000000 Penalty: 3684.032227
	Iteration 23Q: 3 clusters Score -1.095622e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 79149 members 
Entering Unmasked Estep 
Score: -10956278.000000 Penalty: 3684.032227
	Iteration 24Q: 3 clusters Score -1.095628e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 79359 members 
Entering Unmasked Estep 
Score: -10956389.000000 Penalty: 3684.032227
	Iteration 25Q: 3 clusters Score -1.095639e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 79574 members 
Entering Unmasked Estep 
Score: -10956476.000000 Penalty: 3684.032227
	Iteration 26Q: 3 clusters Score -1.095648e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -10956585.000000 Penalty: 3684.032227
	Iteration 27Q: 3 clusters Score -1.095658e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 79960 members 
Entering Unmasked Estep 
Score: -10956624.000000 Penalty: 3684.032227
	Iteration 28Q: 3 clusters Score -1.095662e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 80140 members 
Entering Unmasked Estep 
Score: -10956702.000000 Penalty: 3684.032227
	Iteration 29Q: 3 clusters Score -1.09567e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 80290 members 
Entering Unmasked Estep 
Score: -10956777.000000 Penalty: 3684.032227
	Iteration 30Q: 3 clusters Score -1.095678e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 80437 members 
Entering Unmasked Estep 
Score: -10956839.000000 Penalty: 3684.032227
	Iteration 31Q: 3 clusters Score -1.095684e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 80580 members 
Entering Unmasked Estep 
Score: -10956933.000000 Penalty: 3684.032227
	Iteration 32Q: 3 clusters Score -1.095693e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 80709 members 
Entering Unmasked Estep 
Score: -10956969.000000 Penalty: 3684.032227
	Iteration 33Q: 3 clusters Score -1.095697e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 80816 members 
Entering Unmasked Estep 
Score: -10957019.000000 Penalty: 3684.032227
	Iteration 34Q: 3 clusters Score -1.095702e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -10957055.000000 Penalty: 3684.032227
	Iteration 35Q: 3 clusters Score -1.095706e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 80978 members 
Entering Unmasked Estep 
Score: -10957089.000000 Penalty: 3684.032227
	Iteration 36Q: 3 clusters Score -1.095709e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 81038 members 
Entering Unmasked Estep 
Score: -10957075.000000 Penalty: 3684.032227
	Iteration 37Q: 3 clusters Score -1.095708e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 81096 members 
Entering Unmasked Estep 
Score: -10957086.000000 Penalty: 3684.032227
	Iteration 38Q: 3 clusters Score -1.095709e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 81137 members 
Entering Unmasked Estep 
Score: -10957134.000000 Penalty: 3684.032227
	Iteration 39Q: 3 clusters Score -1.095713e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 81179 members 
Entering Unmasked Estep 
Score: -10957130.000000 Penalty: 3684.032227
	Iteration 40F: 3 clusters Score -1.095713e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 81216 members 
Entering Unmasked Estep 
Score: -10957137.000000 Penalty: 3684.032227
	Iteration 41Q: 3 clusters Score -1.095714e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 81248 members 
Entering Unmasked Estep 
Score: -10957142.000000 Penalty: 3684.032227
	Iteration 42Q: 3 clusters Score -1.095714e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 81275 members 
Entering Unmasked Estep 
Score: -10957163.000000 Penalty: 3684.032227
	Iteration 43Q: 3 clusters Score -1.095716e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 81304 members 
Entering Unmasked Estep 
Score: -10957164.000000 Penalty: 3684.032227
	Iteration 44Q: 3 clusters Score -1.095716e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 81328 members 
Entering Unmasked Estep 
Score: -10957172.000000 Penalty: 3684.032227
	Iteration 45Q: 3 clusters Score -1.095717e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 81350 members 
Entering Unmasked Estep 
Score: -10957177.000000 Penalty: 3684.032227
	Iteration 46Q: 3 clusters Score -1.095718e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 81370 members 
Entering Unmasked Estep 
Score: -10957201.000000 Penalty: 3684.032227
	Iteration 47Q: 3 clusters Score -1.09572e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 81398 members 
Entering Unmasked Estep 
Score: -10957210.000000 Penalty: 3684.032227
	Iteration 48Q: 3 clusters Score -1.095721e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 81422 members 
Entering Unmasked Estep 
Score: -10957223.000000 Penalty: 3684.032227
	Iteration 49Q: 3 clusters Score -1.095722e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 81437 members 
Entering Unmasked Estep 
Score: -10957233.000000 Penalty: 3684.032227
	Iteration 50Q: 3 clusters Score -1.095723e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 81452 members 
Entering Unmasked Estep 
Score: -10957235.000000 Penalty: 3684.032227
	Iteration 51Q: 3 clusters Score -1.095724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 81460 members 
Entering Unmasked Estep 
Score: -10957242.000000 Penalty: 3684.032227
	Iteration 52Q: 3 clusters Score -1.095724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 81468 members 
Entering Unmasked Estep 
Score: -10957242.000000 Penalty: 3684.032227
	Iteration 53Q: 3 clusters Score -1.095724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 81476 members 
Entering Unmasked Estep 
Score: -10957236.000000 Penalty: 3684.032227
	Iteration 54Q: 3 clusters Score -1.095724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 81482 members 
Entering Unmasked Estep 
Score: -10957229.000000 Penalty: 3684.032227
	Iteration 55Q: 3 clusters Score -1.095723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 81488 members 
Entering Unmasked Estep 
Score: -10957224.000000 Penalty: 3684.032227
	Iteration 56Q: 3 clusters Score -1.095722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 81495 members 
Entering Unmasked Estep 
Score: -10957225.000000 Penalty: 3684.032227
	Iteration 57Q: 3 clusters Score -1.095722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 81503 members 
Entering Unmasked Estep 
Score: -10957231.000000 Penalty: 3684.032227
	Iteration 58Q: 3 clusters Score -1.095723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 81509 members 
Entering Unmasked Estep 
Score: -10957237.000000 Penalty: 3684.032227
	Iteration 59Q: 3 clusters Score -1.095724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 81514 members 
Entering Unmasked Estep 
Score: -10957235.000000 Penalty: 3684.032227
	Iteration 60F: 3 clusters Score -1.095724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 81516 members 
Entering Unmasked Estep 
Score: -10957226.000000 Penalty: 3684.032227
	Iteration 61Q: 3 clusters Score -1.095723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 81519 members 
Entering Unmasked Estep 
Score: -10957235.000000 Penalty: 3684.032227
	Iteration 62Q: 3 clusters Score -1.095724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 81522 members 
Entering Unmasked Estep 
Score: -10957234.000000 Penalty: 3684.032227
	Iteration 63Q: 3 clusters Score -1.095723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 81523 members 
Entering Unmasked Estep 
Score: -10957226.000000 Penalty: 3684.032227
	Iteration 64Q: 3 clusters Score -1.095723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 81523 members 
Entering Unmasked Estep 
Score: -10957226.000000 Penalty: 3684.032227
	Iteration 65F: 3 clusters Score -1.095723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Entering Unmasked Estep 
Score: -132330.046875 Penalty: 1135.317017
	Iteration 0F: 2 clusters Score -132330 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 521 members 
Entering Unmasked Estep 
Score: -130852.109375 Penalty: 2270.634033
	Iteration 0F: 3 clusters Score -130852.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -131335.171875 Penalty: 2270.634033
	Iteration 1F: 3 clusters Score -131335.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -131722.250000 Penalty: 2270.634033
	Iteration 2F: 3 clusters Score -131722.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -132184.343750 Penalty: 2270.634033
	Iteration 3F: 3 clusters Score -132184.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -132597.093750 Penalty: 2270.634033
	Iteration 4F: 3 clusters Score -132597.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -132691.906250 Penalty: 2270.634033
	Iteration 5F: 3 clusters Score -132691.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -132725.250000 Penalty: 2270.634033
	Iteration 6Q: 3 clusters Score -132725.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -132735.015625 Penalty: 2270.634033
	Iteration 7Q: 3 clusters Score -132735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -132739.609375 Penalty: 2270.634033
	Iteration 8Q: 3 clusters Score -132739.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -132751.703125 Penalty: 2270.634033
	Iteration 9Q: 3 clusters Score -132751.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -132774.265625 Penalty: 2270.634033
	Iteration 10Q: 3 clusters Score -132774.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -132785.906250 Penalty: 2270.634033
	Iteration 11Q: 3 clusters Score -132785.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -132791.546875 Penalty: 2270.634033
	Iteration 12Q: 3 clusters Score -132791.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -132794.843750 Penalty: 2270.634033
	Iteration 13Q: 3 clusters Score -132794.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -132794.843750 Penalty: 2270.634033
	Iteration 14F: 3 clusters Score -132794.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115228 members 
Mstep: Class 2 contains 18629 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 6 contains 151 members 
Mstep: Class 7 contains 83741 members 
Mstep: Class 8 contains 762 members 
Mstep: Class 10 contains 320 members 
Mstep: Class 11 contains 25433 members 
Mstep: Class 12 contains 10338 members 
Mstep: Class 13 contains 2970 members 
Mstep: Class 16 contains 62097 members 
Mstep: Class 17 contains 71716 members 
Mstep: Class 18 contains 28160 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
Score: -54007632.000000 Penalty: 35783.207031
Splitting cluster 10 changes total score from -54007956.000000 to -54007632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (25433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Entering Unmasked Estep 
Score: -3328596.750000 Penalty: 1648.367920
	Iteration 0F: 2 clusters Score -3328597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -3311424.250000 Penalty: 3296.735840
	Iteration 0F: 3 clusters Score -3311424 nChanged 11543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3317858.500000 Penalty: 3296.735840
	Iteration 1F: 3 clusters Score -3317858 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3318291.500000 Penalty: 3296.735840
	Iteration 2Q: 3 clusters Score -3318292 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -3318757.750000 Penalty: 3296.735840
	Iteration 3Q: 3 clusters Score -3318758 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -3319270.500000 Penalty: 3296.735840
	Iteration 4Q: 3 clusters Score -3319270 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -3319910.500000 Penalty: 3296.735840
	Iteration 5Q: 3 clusters Score -3319910 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -3320827.500000 Penalty: 3296.735840
	Iteration 6F: 3 clusters Score -3320828 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -3321821.000000 Penalty: 3296.735840
	Iteration 7F: 3 clusters Score -3321821 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -3322761.000000 Penalty: 3296.735840
	Iteration 8F: 3 clusters Score -3322761 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -3323435.000000 Penalty: 3296.735840
	Iteration 9Q: 3 clusters Score -3323435 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -3323811.250000 Penalty: 3296.735840
	Iteration 10Q: 3 clusters Score -3323811 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -3324018.500000 Penalty: 3296.735840
	Iteration 11Q: 3 clusters Score -3324018 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -3324135.250000 Penalty: 3296.735840
	Iteration 12Q: 3 clusters Score -3324135 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -3324220.250000 Penalty: 3296.735840
	Iteration 13Q: 3 clusters Score -3324220 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -3324334.000000 Penalty: 3296.735840
	Iteration 14Q: 3 clusters Score -3324334 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -3324428.250000 Penalty: 3296.735840
	Iteration 15Q: 3 clusters Score -3324428 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -3324551.000000 Penalty: 3296.735840
	Iteration 16Q: 3 clusters Score -3324551 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -3324653.750000 Penalty: 3296.735840
	Iteration 17Q: 3 clusters Score -3324654 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -3324753.000000 Penalty: 3296.735840
	Iteration 18Q: 3 clusters Score -3324753 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -3324847.250000 Penalty: 3296.735840
	Iteration 19Q: 3 clusters Score -3324847 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -3324941.250000 Penalty: 3296.735840
	Iteration 20F: 3 clusters Score -3324941 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -3325058.500000 Penalty: 3296.735840
	Iteration 21Q: 3 clusters Score -3325058 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -3325176.000000 Penalty: 3296.735840
	Iteration 22Q: 3 clusters Score -3325176 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -3325313.000000 Penalty: 3296.735840
	Iteration 23Q: 3 clusters Score -3325313 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -3325432.250000 Penalty: 3296.735840
	Iteration 24Q: 3 clusters Score -3325432 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -3325597.500000 Penalty: 3296.735840
	Iteration 25Q: 3 clusters Score -3325598 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -3325730.000000 Penalty: 3296.735840
	Iteration 26Q: 3 clusters Score -3325730 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3325857.750000 Penalty: 3296.735840
	Iteration 27Q: 3 clusters Score -3325858 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3325961.250000 Penalty: 3296.735840
	Iteration 28Q: 3 clusters Score -3325961 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3326090.000000 Penalty: 3296.735840
	Iteration 29Q: 3 clusters Score -3326090 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3326228.250000 Penalty: 3296.735840
	Iteration 30Q: 3 clusters Score -3326228 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3326356.250000 Penalty: 3296.735840
	Iteration 31Q: 3 clusters Score -3326356 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3326496.250000 Penalty: 3296.735840
	Iteration 32Q: 3 clusters Score -3326496 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3326595.250000 Penalty: 3296.735840
	Iteration 33Q: 3 clusters Score -3326595 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3326680.500000 Penalty: 3296.735840
	Iteration 34Q: 3 clusters Score -3326680 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3326749.500000 Penalty: 3296.735840
	Iteration 35Q: 3 clusters Score -3326750 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3326804.500000 Penalty: 3296.735840
	Iteration 36Q: 3 clusters Score -3326804 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3326841.750000 Penalty: 3296.735840
	Iteration 37Q: 3 clusters Score -3326842 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3326878.750000 Penalty: 3296.735840
	Iteration 38Q: 3 clusters Score -3326879 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3326934.250000 Penalty: 3296.735840
	Iteration 39Q: 3 clusters Score -3326934 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3326972.000000 Penalty: 3296.735840
	Iteration 40F: 3 clusters Score -3326972 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3327010.500000 Penalty: 3296.735840
	Iteration 41Q: 3 clusters Score -3327010 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3327043.250000 Penalty: 3296.735840
	Iteration 42Q: 3 clusters Score -3327043 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3327069.250000 Penalty: 3296.735840
	Iteration 43Q: 3 clusters Score -3327069 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3327086.250000 Penalty: 3296.735840
	Iteration 44Q: 3 clusters Score -3327086 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3327112.750000 Penalty: 3296.735840
	Iteration 45Q: 3 clusters Score -3327113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3327131.750000 Penalty: 3296.735840
	Iteration 46Q: 3 clusters Score -3327132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3327149.000000 Penalty: 3296.735840
	Iteration 47Q: 3 clusters Score -3327149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3327160.000000 Penalty: 3296.735840
	Iteration 48Q: 3 clusters Score -3327160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3327164.250000 Penalty: 3296.735840
	Iteration 49Q: 3 clusters Score -3327164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3327165.000000 Penalty: 3296.735840
	Iteration 50Q: 3 clusters Score -3327165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3327171.250000 Penalty: 3296.735840
	Iteration 51Q: 3 clusters Score -3327171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3327180.000000 Penalty: 3296.735840
	Iteration 52Q: 3 clusters Score -3327180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3327188.000000 Penalty: 3296.735840
	Iteration 53Q: 3 clusters Score -3327188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3327194.500000 Penalty: 3296.735840
	Iteration 54Q: 3 clusters Score -3327194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3327200.500000 Penalty: 3296.735840
	Iteration 55Q: 3 clusters Score -3327200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3327206.750000 Penalty: 3296.735840
	Iteration 56Q: 3 clusters Score -3327207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3327208.750000 Penalty: 3296.735840
	Iteration 57Q: 3 clusters Score -3327209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3327213.250000 Penalty: 3296.735840
	Iteration 58Q: 3 clusters Score -3327213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3327220.750000 Penalty: 3296.735840
	Iteration 59Q: 3 clusters Score -3327221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3327221.750000 Penalty: 3296.735840
	Iteration 60F: 3 clusters Score -3327222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3327221.250000 Penalty: 3296.735840
	Iteration 61Q: 3 clusters Score -3327221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3327220.250000 Penalty: 3296.735840
	Iteration 62Q: 3 clusters Score -3327220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3327220.250000 Penalty: 3296.735840
	Iteration 63F: 3 clusters Score -3327220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Entering Unmasked Estep 
Score: -1354029.000000 Penalty: 1502.082031
	Iteration 0F: 2 clusters Score -1354029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1346628.750000 Penalty: 3004.164062
	Iteration 0F: 3 clusters Score -1346629 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1348951.000000 Penalty: 3004.164062
	Iteration 1F: 3 clusters Score -1348951 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1349186.250000 Penalty: 3004.164062
	Iteration 2F: 3 clusters Score -1349186 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1349362.250000 Penalty: 3004.164062
	Iteration 3Q: 3 clusters Score -1349362 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1349517.500000 Penalty: 3004.164062
	Iteration 4Q: 3 clusters Score -1349518 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1349640.625000 Penalty: 3004.164062
	Iteration 5Q: 3 clusters Score -1349641 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1349754.500000 Penalty: 3004.164062
	Iteration 6Q: 3 clusters Score -1349754 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1349896.625000 Penalty: 3004.164062
	Iteration 7Q: 3 clusters Score -1349897 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1350068.875000 Penalty: 3004.164062
	Iteration 8Q: 3 clusters Score -1350069 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1350284.625000 Penalty: 3004.164062
	Iteration 9Q: 3 clusters Score -1350285 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1350554.125000 Penalty: 3004.164062
	Iteration 10Q: 3 clusters Score -1350554 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1350900.750000 Penalty: 3004.164062
	Iteration 11Q: 3 clusters Score -1350901 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1351312.250000 Penalty: 3004.164062
	Iteration 12Q: 3 clusters Score -1351312 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1351689.000000 Penalty: 3004.164062
	Iteration 13Q: 3 clusters Score -1351689 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1352020.875000 Penalty: 3004.164062
	Iteration 14Q: 3 clusters Score -1352021 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1352283.875000 Penalty: 3004.164062
	Iteration 15Q: 3 clusters Score -1352284 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1352464.000000 Penalty: 3004.164062
	Iteration 16Q: 3 clusters Score -1352464 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1352578.500000 Penalty: 3004.164062
	Iteration 17Q: 3 clusters Score -1352578 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1352645.750000 Penalty: 3004.164062
	Iteration 18Q: 3 clusters Score -1352646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1352691.500000 Penalty: 3004.164062
	Iteration 19Q: 3 clusters Score -1352692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1352727.250000 Penalty: 3004.164062
	Iteration 20F: 3 clusters Score -1352727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1352748.500000 Penalty: 3004.164062
	Iteration 21Q: 3 clusters Score -1352748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1352764.000000 Penalty: 3004.164062
	Iteration 22Q: 3 clusters Score -1352764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1352776.000000 Penalty: 3004.164062
	Iteration 23Q: 3 clusters Score -1352776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1352782.750000 Penalty: 3004.164062
	Iteration 24Q: 3 clusters Score -1352783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1352787.125000 Penalty: 3004.164062
	Iteration 25Q: 3 clusters Score -1352787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1352794.750000 Penalty: 3004.164062
	Iteration 26Q: 3 clusters Score -1352795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1352801.750000 Penalty: 3004.164062
	Iteration 27Q: 3 clusters Score -1352802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1352803.875000 Penalty: 3004.164062
	Iteration 28Q: 3 clusters Score -1352804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1352803.875000 Penalty: 3004.164062
	Iteration 29F: 3 clusters Score -1352804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Entering Unmasked Estep 
Score: -366252.000000 Penalty: 1299.401611
	Iteration 0F: 2 clusters Score -366252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -363489.937500 Penalty: 2598.803223
	Iteration 0F: 3 clusters Score -363489.9 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -364202.625000 Penalty: 2598.803223
	Iteration 1F: 3 clusters Score -364202.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -364489.187500 Penalty: 2598.803223
	Iteration 2F: 3 clusters Score -364489.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -364737.281250 Penalty: 2598.803223
	Iteration 3F: 3 clusters Score -364737.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -364943.937500 Penalty: 2598.803223
	Iteration 4F: 3 clusters Score -364943.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -365093.875000 Penalty: 2598.803223
	Iteration 5F: 3 clusters Score -365093.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -365212.750000 Penalty: 2598.803223
	Iteration 6F: 3 clusters Score -365212.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -365300.750000 Penalty: 2598.803223
	Iteration 7Q: 3 clusters Score -365300.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -365372.593750 Penalty: 2598.803223
	Iteration 8Q: 3 clusters Score -365372.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -365424.031250 Penalty: 2598.803223
	Iteration 9Q: 3 clusters Score -365424 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -365464.468750 Penalty: 2598.803223
	Iteration 10Q: 3 clusters Score -365464.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -365494.531250 Penalty: 2598.803223
	Iteration 11Q: 3 clusters Score -365494.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -365513.937500 Penalty: 2598.803223
	Iteration 12Q: 3 clusters Score -365513.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -365530.125000 Penalty: 2598.803223
	Iteration 13Q: 3 clusters Score -365530.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -365545.468750 Penalty: 2598.803223
	Iteration 14Q: 3 clusters Score -365545.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -365556.125000 Penalty: 2598.803223
	Iteration 15Q: 3 clusters Score -365556.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -365569.906250 Penalty: 2598.803223
	Iteration 16Q: 3 clusters Score -365569.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -365585.125000 Penalty: 2598.803223
	Iteration 17Q: 3 clusters Score -365585.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -365594.593750 Penalty: 2598.803223
	Iteration 18Q: 3 clusters Score -365594.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -365601.593750 Penalty: 2598.803223
	Iteration 19Q: 3 clusters Score -365601.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -365609.093750 Penalty: 2598.803223
	Iteration 20F: 3 clusters Score -365609.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -365617.125000 Penalty: 2598.803223
	Iteration 21Q: 3 clusters Score -365617.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -365622.468750 Penalty: 2598.803223
	Iteration 22Q: 3 clusters Score -365622.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -365628.812500 Penalty: 2598.803223
	Iteration 23Q: 3 clusters Score -365628.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -365637.218750 Penalty: 2598.803223
	Iteration 24Q: 3 clusters Score -365637.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -365644.281250 Penalty: 2598.803223
	Iteration 25Q: 3 clusters Score -365644.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -365649.781250 Penalty: 2598.803223
	Iteration 26Q: 3 clusters Score -365649.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -365651.687500 Penalty: 2598.803223
	Iteration 27Q: 3 clusters Score -365651.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -365654.656250 Penalty: 2598.803223
	Iteration 28Q: 3 clusters Score -365654.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -365656.250000 Penalty: 2598.803223
	Iteration 29Q: 3 clusters Score -365656.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -365659.500000 Penalty: 2598.803223
	Iteration 30Q: 3 clusters Score -365659.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -365663.406250 Penalty: 2598.803223
	Iteration 31Q: 3 clusters Score -365663.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -365666.531250 Penalty: 2598.803223
	Iteration 32Q: 3 clusters Score -365666.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -365671.593750 Penalty: 2598.803223
	Iteration 33Q: 3 clusters Score -365671.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -365675.187500 Penalty: 2598.803223
	Iteration 34Q: 3 clusters Score -365675.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -365677.125000 Penalty: 2598.803223
	Iteration 35Q: 3 clusters Score -365677.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -365677.718750 Penalty: 2598.803223
	Iteration 36Q: 3 clusters Score -365677.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -365679.531250 Penalty: 2598.803223
	Iteration 37Q: 3 clusters Score -365679.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -365681.093750 Penalty: 2598.803223
	Iteration 38Q: 3 clusters Score -365681.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -365683.000000 Penalty: 2598.803223
	Iteration 39Q: 3 clusters Score -365683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -365684.250000 Penalty: 2598.803223
	Iteration 40F: 3 clusters Score -365684.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -365685.437500 Penalty: 2598.803223
	Iteration 41Q: 3 clusters Score -365685.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -365685.437500 Penalty: 2598.803223
	Iteration 42F: 3 clusters Score -365685.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62097 members 
Entering Unmasked Estep 
Score: -8190234.500000 Penalty: 1793.423706
	Iteration 0F: 2 clusters Score -8190234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -8157564.000000 Penalty: 3586.847412
	Iteration 0F: 3 clusters Score -8157564 nChanged 29284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -8174583.500000 Penalty: 3586.847412
	Iteration 1F: 3 clusters Score -8174584 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -8175227.500000 Penalty: 3586.847412
	Iteration 2Q: 3 clusters Score -8175228 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -8176183.000000 Penalty: 3586.847412
	Iteration 3Q: 3 clusters Score -8176183 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -8177576.500000 Penalty: 3586.847412
	Iteration 4Q: 3 clusters Score -8177576 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -8179640.000000 Penalty: 3586.847412
	Iteration 5F: 3 clusters Score -8179640 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -8182401.000000 Penalty: 3586.847412
	Iteration 6F: 3 clusters Score -8182401 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -8184739.000000 Penalty: 3586.847412
	Iteration 7F: 3 clusters Score -8184739 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -8185927.500000 Penalty: 3586.847412
	Iteration 8F: 3 clusters Score -8185928 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
Score: -8186853.000000 Penalty: 3586.847412
	Iteration 9Q: 3 clusters Score -8186853 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -8187307.000000 Penalty: 3586.847412
	Iteration 10Q: 3 clusters Score -8187307 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 57800 members 
Entering Unmasked Estep 
Score: -8187667.500000 Penalty: 3586.847412
	Iteration 11Q: 3 clusters Score -8187668 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 58553 members 
Entering Unmasked Estep 
Score: -8187897.500000 Penalty: 3586.847412
	Iteration 12Q: 3 clusters Score -8187898 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 59124 members 
Entering Unmasked Estep 
Score: -8188097.000000 Penalty: 3586.847412
	Iteration 13Q: 3 clusters Score -8188097 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 59574 members 
Entering Unmasked Estep 
Score: -8188227.000000 Penalty: 3586.847412
	Iteration 14Q: 3 clusters Score -8188227 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 59933 members 
Entering Unmasked Estep 
Score: -8188355.000000 Penalty: 3586.847412
	Iteration 15Q: 3 clusters Score -8188355 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 60208 members 
Entering Unmasked Estep 
Score: -8188393.500000 Penalty: 3586.847412
	Iteration 16Q: 3 clusters Score -8188394 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 60413 members 
Entering Unmasked Estep 
Score: -8188410.500000 Penalty: 3586.847412
	Iteration 17Q: 3 clusters Score -8188410 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -8188454.500000 Penalty: 3586.847412
	Iteration 18Q: 3 clusters Score -8188454 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 60691 members 
Entering Unmasked Estep 
Score: -8188511.500000 Penalty: 3586.847412
	Iteration 19Q: 3 clusters Score -8188512 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 60785 members 
Entering Unmasked Estep 
Score: -8188585.500000 Penalty: 3586.847412
	Iteration 20F: 3 clusters Score -8188586 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -8188630.500000 Penalty: 3586.847412
	Iteration 21Q: 3 clusters Score -8188630 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 60949 members 
Entering Unmasked Estep 
Score: -8188668.500000 Penalty: 3586.847412
	Iteration 22Q: 3 clusters Score -8188668 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 60996 members 
Entering Unmasked Estep 
Score: -8188689.500000 Penalty: 3586.847412
	Iteration 23Q: 3 clusters Score -8188690 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
Score: -8188701.000000 Penalty: 3586.847412
	Iteration 24Q: 3 clusters Score -8188701 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 61058 members 
Entering Unmasked Estep 
Score: -8188723.000000 Penalty: 3586.847412
	Iteration 25Q: 3 clusters Score -8188723 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 61086 members 
Entering Unmasked Estep 
Score: -8188722.000000 Penalty: 3586.847412
	Iteration 26Q: 3 clusters Score -8188722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -8188738.000000 Penalty: 3586.847412
	Iteration 27Q: 3 clusters Score -8188738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 61131 members 
Entering Unmasked Estep 
Score: -8188760.000000 Penalty: 3586.847412
	Iteration 28Q: 3 clusters Score -8188760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 61161 members 
Entering Unmasked Estep 
Score: -8188756.500000 Penalty: 3586.847412
	Iteration 29Q: 3 clusters Score -8188756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 61179 members 
Entering Unmasked Estep 
Score: -8188773.500000 Penalty: 3586.847412
	Iteration 30Q: 3 clusters Score -8188774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 61200 members 
Entering Unmasked Estep 
Score: -8188773.000000 Penalty: 3586.847412
	Iteration 31Q: 3 clusters Score -8188773 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 61223 members 
Entering Unmasked Estep 
Score: -8188773.500000 Penalty: 3586.847412
	Iteration 32Q: 3 clusters Score -8188774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 61243 members 
Entering Unmasked Estep 
Score: -8188803.500000 Penalty: 3586.847412
	Iteration 33Q: 3 clusters Score -8188804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 61258 members 
Entering Unmasked Estep 
Score: -8188814.000000 Penalty: 3586.847412
	Iteration 34Q: 3 clusters Score -8188814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -8188820.000000 Penalty: 3586.847412
	Iteration 35Q: 3 clusters Score -8188820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 61277 members 
Entering Unmasked Estep 
Score: -8188814.500000 Penalty: 3586.847412
	Iteration 36Q: 3 clusters Score -8188814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 61284 members 
Entering Unmasked Estep 
Score: -8188817.500000 Penalty: 3586.847412
	Iteration 37Q: 3 clusters Score -8188818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 61291 members 
Entering Unmasked Estep 
Score: -8188828.500000 Penalty: 3586.847412
	Iteration 38Q: 3 clusters Score -8188828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
Score: -8188820.500000 Penalty: 3586.847412
	Iteration 39Q: 3 clusters Score -8188820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 61302 members 
Entering Unmasked Estep 
Score: -8188829.000000 Penalty: 3586.847412
	Iteration 40F: 3 clusters Score -8188829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 61303 members 
Entering Unmasked Estep 
Score: -8188831.500000 Penalty: 3586.847412
	Iteration 41Q: 3 clusters Score -8188832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 61307 members 
Entering Unmasked Estep 
Score: -8188832.500000 Penalty: 3586.847412
	Iteration 42Q: 3 clusters Score -8188832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 61310 members 
Entering Unmasked Estep 
Score: -8188833.000000 Penalty: 3586.847412
	Iteration 43Q: 3 clusters Score -8188833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 61313 members 
Entering Unmasked Estep 
Score: -8188843.500000 Penalty: 3586.847412
	Iteration 44Q: 3 clusters Score -8188844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 61319 members 
Entering Unmasked Estep 
Score: -8188851.000000 Penalty: 3586.847412
	Iteration 45Q: 3 clusters Score -8188851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 61320 members 
Entering Unmasked Estep 
Score: -8188853.000000 Penalty: 3586.847412
	Iteration 46Q: 3 clusters Score -8188853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 61320 members 
Entering Unmasked Estep 
Score: -8188856.500000 Penalty: 3586.847412
	Iteration 47Q: 3 clusters Score -8188856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 61322 members 
Entering Unmasked Estep 
Score: -8188850.500000 Penalty: 3586.847412
	Iteration 48Q: 3 clusters Score -8188850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 61323 members 
Entering Unmasked Estep 
Score: -8188856.500000 Penalty: 3586.847412
	Iteration 49Q: 3 clusters Score -8188856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 61325 members 
Entering Unmasked Estep 
Score: -8188856.500000 Penalty: 3586.847412
	Iteration 50Q: 3 clusters Score -8188856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 61326 members 
Entering Unmasked Estep 
Score: -8188856.000000 Penalty: 3586.847412
	Iteration 51Q: 3 clusters Score -8188856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 61325 members 
Entering Unmasked Estep 
Score: -8188858.000000 Penalty: 3586.847412
	Iteration 52Q: 3 clusters Score -8188858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 61324 members 
Entering Unmasked Estep 
Score: -8188856.500000 Penalty: 3586.847412
	Iteration 53Q: 3 clusters Score -8188856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 61325 members 
Entering Unmasked Estep 
Score: -8188856.000000 Penalty: 3586.847412
	Iteration 54Q: 3 clusters Score -8188856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 61325 members 
Entering Unmasked Estep 
Score: -8188855.500000 Penalty: 3586.847412
	Iteration 55Q: 3 clusters Score -8188856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 61326 members 
Entering Unmasked Estep 
Score: -8188853.500000 Penalty: 3586.847412
	Iteration 56Q: 3 clusters Score -8188854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 61327 members 
Entering Unmasked Estep 
Score: -8188858.000000 Penalty: 3586.847412
	Iteration 57Q: 3 clusters Score -8188858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 61328 members 
Entering Unmasked Estep 
Score: -8188846.000000 Penalty: 3586.847412
	Iteration 58Q: 3 clusters Score -8188846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 61328 members 
Entering Unmasked Estep 
Score: -8188846.000000 Penalty: 3586.847412
	Iteration 59F: 3 clusters Score -8188846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (71716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71716 members 
Entering Unmasked Estep 
Score: -9288605.000000 Penalty: 1816.826294
	Iteration 0F: 2 clusters Score -9288605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -9242313.000000 Penalty: 3633.652588
	Iteration 0F: 3 clusters Score -9242313 nChanged 34327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -9262277.000000 Penalty: 3633.652588
	Iteration 1F: 3 clusters Score -9262277 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -9263058.000000 Penalty: 3633.652588
	Iteration 2Q: 3 clusters Score -9263058 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -9264186.000000 Penalty: 3633.652588
	Iteration 3Q: 3 clusters Score -9264186 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -9265956.000000 Penalty: 3633.652588
	Iteration 4Q: 3 clusters Score -9265956 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -9268649.000000 Penalty: 3633.652588
	Iteration 5F: 3 clusters Score -9268649 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -9272245.000000 Penalty: 3633.652588
	Iteration 6F: 3 clusters Score -9272245 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -9276083.000000 Penalty: 3633.652588
	Iteration 7F: 3 clusters Score -9276083 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -9278057.000000 Penalty: 3633.652588
	Iteration 8F: 3 clusters Score -9278057 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -9278733.000000 Penalty: 3633.652588
	Iteration 9Q: 3 clusters Score -9278733 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -9279021.000000 Penalty: 3633.652588
	Iteration 10Q: 3 clusters Score -9279021 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -9279195.000000 Penalty: 3633.652588
	Iteration 11Q: 3 clusters Score -9279195 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -9279355.000000 Penalty: 3633.652588
	Iteration 12Q: 3 clusters Score -9279355 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -9279469.000000 Penalty: 3633.652588
	Iteration 13Q: 3 clusters Score -9279469 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -9279603.000000 Penalty: 3633.652588
	Iteration 14Q: 3 clusters Score -9279603 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -9279723.000000 Penalty: 3633.652588
	Iteration 15Q: 3 clusters Score -9279723 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -9279829.000000 Penalty: 3633.652588
	Iteration 16Q: 3 clusters Score -9279829 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -9279949.000000 Penalty: 3633.652588
	Iteration 17Q: 3 clusters Score -9279949 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -9280060.000000 Penalty: 3633.652588
	Iteration 18Q: 3 clusters Score -9280060 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -9280131.000000 Penalty: 3633.652588
	Iteration 19Q: 3 clusters Score -9280131 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -9280262.000000 Penalty: 3633.652588
	Iteration 20F: 3 clusters Score -9280262 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -9280384.000000 Penalty: 3633.652588
	Iteration 21Q: 3 clusters Score -9280384 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -9280504.000000 Penalty: 3633.652588
	Iteration 22Q: 3 clusters Score -9280504 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -9280636.000000 Penalty: 3633.652588
	Iteration 23Q: 3 clusters Score -9280636 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -9280824.000000 Penalty: 3633.652588
	Iteration 24Q: 3 clusters Score -9280824 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -9281066.000000 Penalty: 3633.652588
	Iteration 25Q: 3 clusters Score -9281066 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -9281296.000000 Penalty: 3633.652588
	Iteration 26Q: 3 clusters Score -9281296 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -9281589.000000 Penalty: 3633.652588
	Iteration 27Q: 3 clusters Score -9281589 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -9281921.000000 Penalty: 3633.652588
	Iteration 28Q: 3 clusters Score -9281921 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -9282170.000000 Penalty: 3633.652588
	Iteration 29Q: 3 clusters Score -9282170 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -9282474.000000 Penalty: 3633.652588
	Iteration 30Q: 3 clusters Score -9282474 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -9282712.000000 Penalty: 3633.652588
	Iteration 31Q: 3 clusters Score -9282712 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -9283040.000000 Penalty: 3633.652588
	Iteration 32Q: 3 clusters Score -9283040 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -9283336.000000 Penalty: 3633.652588
	Iteration 33Q: 3 clusters Score -9283336 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -9283632.000000 Penalty: 3633.652588
	Iteration 34Q: 3 clusters Score -9283632 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -9283927.000000 Penalty: 3633.652588
	Iteration 35Q: 3 clusters Score -9283927 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -9284253.000000 Penalty: 3633.652588
	Iteration 36Q: 3 clusters Score -9284253 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -9284649.000000 Penalty: 3633.652588
	Iteration 37Q: 3 clusters Score -9284649 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -9284988.000000 Penalty: 3633.652588
	Iteration 38Q: 3 clusters Score -9284988 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -9285306.000000 Penalty: 3633.652588
	Iteration 39Q: 3 clusters Score -9285306 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -9285680.000000 Penalty: 3633.652588
	Iteration 40F: 3 clusters Score -9285680 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -9286092.000000 Penalty: 3633.652588
	Iteration 41Q: 3 clusters Score -9286092 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -9286482.000000 Penalty: 3633.652588
	Iteration 42Q: 3 clusters Score -9286482 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -9286803.000000 Penalty: 3633.652588
	Iteration 43Q: 3 clusters Score -9286803 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -9287026.000000 Penalty: 3633.652588
	Iteration 44Q: 3 clusters Score -9287026 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -9287269.000000 Penalty: 3633.652588
	Iteration 45Q: 3 clusters Score -9287269 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 52090 members 
Entering Unmasked Estep 
Score: -9287458.000000 Penalty: 3633.652588
	Iteration 46Q: 3 clusters Score -9287458 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 52520 members 
Entering Unmasked Estep 
Score: -9287567.000000 Penalty: 3633.652588
	Iteration 47Q: 3 clusters Score -9287567 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -9287676.000000 Penalty: 3633.652588
	Iteration 48Q: 3 clusters Score -9287676 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -9287743.000000 Penalty: 3633.652588
	Iteration 49Q: 3 clusters Score -9287743 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -9287759.000000 Penalty: 3633.652588
	Iteration 50Q: 3 clusters Score -9287759 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -9287794.000000 Penalty: 3633.652588
	Iteration 51Q: 3 clusters Score -9287794 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -9287825.000000 Penalty: 3633.652588
	Iteration 52Q: 3 clusters Score -9287825 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 54223 members 
Entering Unmasked Estep 
Score: -9287843.000000 Penalty: 3633.652588
	Iteration 53Q: 3 clusters Score -9287843 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 54376 members 
Entering Unmasked Estep 
Score: -9287859.000000 Penalty: 3633.652588
	Iteration 54Q: 3 clusters Score -9287859 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 54513 members 
Entering Unmasked Estep 
Score: -9287888.000000 Penalty: 3633.652588
	Iteration 55Q: 3 clusters Score -9287888 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -9287900.000000 Penalty: 3633.652588
	Iteration 56Q: 3 clusters Score -9287900 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -9287931.000000 Penalty: 3633.652588
	Iteration 57Q: 3 clusters Score -9287931 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 54883 members 
Entering Unmasked Estep 
Score: -9287932.000000 Penalty: 3633.652588
	Iteration 58Q: 3 clusters Score -9287932 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -9287920.000000 Penalty: 3633.652588
	Iteration 59Q: 3 clusters Score -9287920 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 55055 members 
Entering Unmasked Estep 
Score: -9287910.000000 Penalty: 3633.652588
	Iteration 60F: 3 clusters Score -9287910 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 55124 members 
Entering Unmasked Estep 
Score: -9287924.000000 Penalty: 3633.652588
	Iteration 61Q: 3 clusters Score -9287924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -9287940.000000 Penalty: 3633.652588
	Iteration 62Q: 3 clusters Score -9287940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -9287956.000000 Penalty: 3633.652588
	Iteration 63Q: 3 clusters Score -9287956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 55258 members 
Entering Unmasked Estep 
Score: -9287952.000000 Penalty: 3633.652588
	Iteration 64Q: 3 clusters Score -9287952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 55288 members 
Entering Unmasked Estep 
Score: -9287943.000000 Penalty: 3633.652588
	Iteration 65Q: 3 clusters Score -9287943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 55322 members 
Entering Unmasked Estep 
Score: -9287939.000000 Penalty: 3633.652588
	Iteration 66Q: 3 clusters Score -9287939 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 55355 members 
Entering Unmasked Estep 
Score: -9287938.000000 Penalty: 3633.652588
	Iteration 67Q: 3 clusters Score -9287938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 55393 members 
Entering Unmasked Estep 
Score: -9287938.000000 Penalty: 3633.652588
	Iteration 68Q: 3 clusters Score -9287938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 55427 members 
Entering Unmasked Estep 
Score: -9287936.000000 Penalty: 3633.652588
	Iteration 69Q: 3 clusters Score -9287936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 55456 members 
Entering Unmasked Estep 
Score: -9287936.000000 Penalty: 3633.652588
	Iteration 70Q: 3 clusters Score -9287936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 55477 members 
Entering Unmasked Estep 
Score: -9287957.000000 Penalty: 3633.652588
	Iteration 71Q: 3 clusters Score -9287957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -9287962.000000 Penalty: 3633.652588
	Iteration 72Q: 3 clusters Score -9287962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -9287948.000000 Penalty: 3633.652588
	Iteration 73Q: 3 clusters Score -9287948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -9287944.000000 Penalty: 3633.652588
	Iteration 74Q: 3 clusters Score -9287944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -9287950.000000 Penalty: 3633.652588
	Iteration 75Q: 3 clusters Score -9287950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 55613 members 
Entering Unmasked Estep 
Score: -9287944.000000 Penalty: 3633.652588
	Iteration 76Q: 3 clusters Score -9287944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -9287953.000000 Penalty: 3633.652588
	Iteration 77Q: 3 clusters Score -9287953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 55672 members 
Entering Unmasked Estep 
Score: -9287946.000000 Penalty: 3633.652588
	Iteration 78Q: 3 clusters Score -9287946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -9287942.000000 Penalty: 3633.652588
	Iteration 79Q: 3 clusters Score -9287942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -9287945.000000 Penalty: 3633.652588
	Iteration 80F: 3 clusters Score -9287945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 55721 members 
Entering Unmasked Estep 
Score: -9287957.000000 Penalty: 3633.652588
	Iteration 81Q: 3 clusters Score -9287957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 55729 members 
Entering Unmasked Estep 
Score: -9287943.000000 Penalty: 3633.652588
	Iteration 82Q: 3 clusters Score -9287943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -9287936.000000 Penalty: 3633.652588
	Iteration 83Q: 3 clusters Score -9287936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -9287937.000000 Penalty: 3633.652588
	Iteration 84Q: 3 clusters Score -9287937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 55760 members 
Entering Unmasked Estep 
Score: -9287936.000000 Penalty: 3633.652588
	Iteration 85Q: 3 clusters Score -9287936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -9287942.000000 Penalty: 3633.652588
	Iteration 86Q: 3 clusters Score -9287942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -9287960.000000 Penalty: 3633.652588
	Iteration 87Q: 3 clusters Score -9287960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -9287971.000000 Penalty: 3633.652588
	Iteration 88Q: 3 clusters Score -9287971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 55822 members 
Entering Unmasked Estep 
Score: -9287967.000000 Penalty: 3633.652588
	Iteration 89Q: 3 clusters Score -9287967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -9287964.000000 Penalty: 3633.652588
	Iteration 90Q: 3 clusters Score -9287964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -9287973.000000 Penalty: 3633.652588
	Iteration 91Q: 3 clusters Score -9287973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -9287967.000000 Penalty: 3633.652588
	Iteration 92Q: 3 clusters Score -9287967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 55901 members 
Entering Unmasked Estep 
Score: -9287968.000000 Penalty: 3633.652588
	Iteration 93Q: 3 clusters Score -9287968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 55916 members 
Entering Unmasked Estep 
Score: -9287983.000000 Penalty: 3633.652588
	Iteration 94Q: 3 clusters Score -9287983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -9287981.000000 Penalty: 3633.652588
	Iteration 95Q: 3 clusters Score -9287981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -9287974.000000 Penalty: 3633.652588
	Iteration 96Q: 3 clusters Score -9287974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 55971 members 
Entering Unmasked Estep 
Score: -9287981.000000 Penalty: 3633.652588
	Iteration 97Q: 3 clusters Score -9287981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 55992 members 
Entering Unmasked Estep 
Score: -9287973.000000 Penalty: 3633.652588
	Iteration 98Q: 3 clusters Score -9287973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 56009 members 
Entering Unmasked Estep 
Score: -9287975.000000 Penalty: 3633.652588
	Iteration 99Q: 3 clusters Score -9287975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -9287978.000000 Penalty: 3633.652588
	Iteration 100F: 3 clusters Score -9287978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 56038 members 
Entering Unmasked Estep 
Score: -9287968.000000 Penalty: 3633.652588
	Iteration 101Q: 3 clusters Score -9287968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -9287970.000000 Penalty: 3633.652588
	Iteration 102Q: 3 clusters Score -9287970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 56055 members 
Entering Unmasked Estep 
Score: -9287964.000000 Penalty: 3633.652588
	Iteration 103Q: 3 clusters Score -9287964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 56065 members 
Entering Unmasked Estep 
Score: -9287963.000000 Penalty: 3633.652588
	Iteration 104Q: 3 clusters Score -9287963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 56071 members 
Entering Unmasked Estep 
Score: -9287965.000000 Penalty: 3633.652588
	Iteration 105Q: 3 clusters Score -9287965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 56078 members 
Entering Unmasked Estep 
Score: -9287967.000000 Penalty: 3633.652588
	Iteration 106Q: 3 clusters Score -9287967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 56085 members 
Entering Unmasked Estep 
Score: -9287962.000000 Penalty: 3633.652588
	Iteration 107Q: 3 clusters Score -9287962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -9287959.000000 Penalty: 3633.652588
	Iteration 108Q: 3 clusters Score -9287959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 56096 members 
Entering Unmasked Estep 
Score: -9287960.000000 Penalty: 3633.652588
	Iteration 109Q: 3 clusters Score -9287960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 56104 members 
Entering Unmasked Estep 
Score: -9287970.000000 Penalty: 3633.652588
	Iteration 110Q: 3 clusters Score -9287970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 56110 members 
Entering Unmasked Estep 
Score: -9287975.000000 Penalty: 3633.652588
	Iteration 111Q: 3 clusters Score -9287975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -9287970.000000 Penalty: 3633.652588
	Iteration 112Q: 3 clusters Score -9287970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -9287969.000000 Penalty: 3633.652588
	Iteration 113Q: 3 clusters Score -9287969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 56142 members 
Entering Unmasked Estep 
Score: -9287967.000000 Penalty: 3633.652588
	Iteration 114Q: 3 clusters Score -9287967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -9287958.000000 Penalty: 3633.652588
	Iteration 115Q: 3 clusters Score -9287958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
Score: -9287964.000000 Penalty: 3633.652588
	Iteration 116Q: 3 clusters Score -9287964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 56180 members 
Entering Unmasked Estep 
Score: -9287965.000000 Penalty: 3633.652588
	Iteration 117Q: 3 clusters Score -9287965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 56194 members 
Entering Unmasked Estep 
Score: -9287969.000000 Penalty: 3633.652588
	Iteration 118Q: 3 clusters Score -9287969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -9287958.000000 Penalty: 3633.652588
	Iteration 119Q: 3 clusters Score -9287958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -9287972.000000 Penalty: 3633.652588
	Iteration 120F: 3 clusters Score -9287972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 56225 members 
Entering Unmasked Estep 
Score: -9287963.000000 Penalty: 3633.652588
	Iteration 121Q: 3 clusters Score -9287963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 56236 members 
Entering Unmasked Estep 
Score: -9287949.000000 Penalty: 3633.652588
	Iteration 122Q: 3 clusters Score -9287949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 56242 members 
Entering Unmasked Estep 
Score: -9287949.000000 Penalty: 3633.652588
	Iteration 123Q: 3 clusters Score -9287949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 56244 members 
Entering Unmasked Estep 
Score: -9287945.000000 Penalty: 3633.652588
	Iteration 124Q: 3 clusters Score -9287945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 56247 members 
Entering Unmasked Estep 
Score: -9287944.000000 Penalty: 3633.652588
	Iteration 125Q: 3 clusters Score -9287944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -9287933.000000 Penalty: 3633.652588
	Iteration 126Q: 3 clusters Score -9287933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 56258 members 
Entering Unmasked Estep 
Score: -9287944.000000 Penalty: 3633.652588
	Iteration 127Q: 3 clusters Score -9287944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -9287947.000000 Penalty: 3633.652588
	Iteration 128Q: 3 clusters Score -9287947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -9287947.000000 Penalty: 3633.652588
	Iteration 129Q: 3 clusters Score -9287947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -9287947.000000 Penalty: 3633.652588
	Iteration 130F: 3 clusters Score -9287947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Entering Unmasked Estep 
Score: -3692789.500000 Penalty: 1664.919434
	Iteration 0F: 2 clusters Score -3692790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -3673907.750000 Penalty: 3329.838867
	Iteration 0F: 3 clusters Score -3673908 nChanged 12882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3680981.500000 Penalty: 3329.838867
	Iteration 1F: 3 clusters Score -3680982 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -3681490.250000 Penalty: 3329.838867
	Iteration 2Q: 3 clusters Score -3681490 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -3682013.500000 Penalty: 3329.838867
	Iteration 3Q: 3 clusters Score -3682014 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -3682734.500000 Penalty: 3329.838867
	Iteration 4Q: 3 clusters Score -3682734 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -3683850.500000 Penalty: 3329.838867
	Iteration 5F: 3 clusters Score -3683850 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3685437.750000 Penalty: 3329.838867
	Iteration 6F: 3 clusters Score -3685438 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -3687159.000000 Penalty: 3329.838867
	Iteration 7F: 3 clusters Score -3687159 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -3688477.250000 Penalty: 3329.838867
	Iteration 8F: 3 clusters Score -3688477 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -3689381.500000 Penalty: 3329.838867
	Iteration 9Q: 3 clusters Score -3689382 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -3690040.250000 Penalty: 3329.838867
	Iteration 10Q: 3 clusters Score -3690040 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -3690461.750000 Penalty: 3329.838867
	Iteration 11Q: 3 clusters Score -3690462 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -3690765.500000 Penalty: 3329.838867
	Iteration 12Q: 3 clusters Score -3690766 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -3690954.750000 Penalty: 3329.838867
	Iteration 13Q: 3 clusters Score -3690955 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -3691114.750000 Penalty: 3329.838867
	Iteration 14Q: 3 clusters Score -3691115 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3691197.500000 Penalty: 3329.838867
	Iteration 15Q: 3 clusters Score -3691198 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -3691272.750000 Penalty: 3329.838867
	Iteration 16Q: 3 clusters Score -3691273 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3691315.500000 Penalty: 3329.838867
	Iteration 17Q: 3 clusters Score -3691316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -3691351.750000 Penalty: 3329.838867
	Iteration 18Q: 3 clusters Score -3691352 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -3691385.750000 Penalty: 3329.838867
	Iteration 19Q: 3 clusters Score -3691386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -3691404.750000 Penalty: 3329.838867
	Iteration 20F: 3 clusters Score -3691405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -3691417.750000 Penalty: 3329.838867
	Iteration 21Q: 3 clusters Score -3691418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -3691434.250000 Penalty: 3329.838867
	Iteration 22Q: 3 clusters Score -3691434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -3691443.500000 Penalty: 3329.838867
	Iteration 23Q: 3 clusters Score -3691444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -3691445.500000 Penalty: 3329.838867
	Iteration 24Q: 3 clusters Score -3691446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -3691449.500000 Penalty: 3329.838867
	Iteration 25Q: 3 clusters Score -3691450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -3691452.500000 Penalty: 3329.838867
	Iteration 26Q: 3 clusters Score -3691452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -3691457.000000 Penalty: 3329.838867
	Iteration 27Q: 3 clusters Score -3691457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -3691465.750000 Penalty: 3329.838867
	Iteration 28Q: 3 clusters Score -3691466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -3691468.500000 Penalty: 3329.838867
	Iteration 29Q: 3 clusters Score -3691468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -3691477.000000 Penalty: 3329.838867
	Iteration 30Q: 3 clusters Score -3691477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -3691488.500000 Penalty: 3329.838867
	Iteration 31Q: 3 clusters Score -3691488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -3691498.750000 Penalty: 3329.838867
	Iteration 32Q: 3 clusters Score -3691499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -3691502.750000 Penalty: 3329.838867
	Iteration 33Q: 3 clusters Score -3691503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -3691510.250000 Penalty: 3329.838867
	Iteration 34Q: 3 clusters Score -3691510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -3691507.750000 Penalty: 3329.838867
	Iteration 35Q: 3 clusters Score -3691508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -3691509.750000 Penalty: 3329.838867
	Iteration 36Q: 3 clusters Score -3691510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -3691511.000000 Penalty: 3329.838867
	Iteration 37Q: 3 clusters Score -3691511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -3691512.500000 Penalty: 3329.838867
	Iteration 38Q: 3 clusters Score -3691512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -3691512.500000 Penalty: 3329.838867
	Iteration 39F: 3 clusters Score -3691512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -76471.460938 Penalty: 1063.151733
	Iteration 0F: 2 clusters Score -76471.46 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 329 members 
Entering Unmasked Estep 
Score: -75271.164062 Penalty: 2126.303467
	Iteration 0F: 3 clusters Score -75271.16 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75515.054688 Penalty: 2126.303467
	Iteration 1F: 3 clusters Score -75515.05 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -75692.023438 Penalty: 2126.303467
	Iteration 2F: 3 clusters Score -75692.02 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -75910.710938 Penalty: 2126.303467
	Iteration 3F: 3 clusters Score -75910.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76079.476562 Penalty: 2126.303467
	Iteration 4F: 3 clusters Score -76079.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -76217.062500 Penalty: 2126.303467
	Iteration 5Q: 3 clusters Score -76217.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -76346.187500 Penalty: 2126.303467
	Iteration 6Q: 3 clusters Score -76346.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -76418.710938 Penalty: 2126.303467
	Iteration 7Q: 3 clusters Score -76418.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -76442.796875 Penalty: 2126.303467
	Iteration 8Q: 3 clusters Score -76442.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76452.742188 Penalty: 2126.303467
	Iteration 9Q: 3 clusters Score -76452.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76461.507812 Penalty: 2126.303467
	Iteration 10Q: 3 clusters Score -76461.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76464.187500 Penalty: 2126.303467
	Iteration 11Q: 3 clusters Score -76464.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -76464.187500 Penalty: 2126.303467
	Iteration 12F: 3 clusters Score -76464.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -58986.675781 Penalty: 1042.984253
	Iteration 0F: 2 clusters Score -58986.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -57899.140625 Penalty: 2085.968506
	Iteration 0F: 3 clusters Score -57899.14 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58116.507812 Penalty: 2085.968506
	Iteration 1F: 3 clusters Score -58116.51 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -58197.621094 Penalty: 2085.968506
	Iteration 2F: 3 clusters Score -58197.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -58270.953125 Penalty: 2085.968506
	Iteration 3F: 3 clusters Score -58270.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -58356.992188 Penalty: 2085.968506
	Iteration 4F: 3 clusters Score -58356.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -58421.070312 Penalty: 2085.968506
	Iteration 5Q: 3 clusters Score -58421.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -58478.878906 Penalty: 2085.968506
	Iteration 6Q: 3 clusters Score -58478.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -58531.265625 Penalty: 2085.968506
	Iteration 7Q: 3 clusters Score -58531.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -58556.394531 Penalty: 2085.968506
	Iteration 8Q: 3 clusters Score -58556.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -58571.320312 Penalty: 2085.968506
	Iteration 9Q: 3 clusters Score -58571.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -58574.117188 Penalty: 2085.968506
	Iteration 10Q: 3 clusters Score -58574.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -58578.046875 Penalty: 2085.968506
	Iteration 11Q: 3 clusters Score -58578.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -58578.046875 Penalty: 2085.968506
	Iteration 12F: 3 clusters Score -58578.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115228 members 
Mstep: Class 2 contains 18629 members 
Mstep: Class 3 contains 589 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 299 members 
Mstep: Class 7 contains 83741 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 25433 members 
Mstep: Class 12 contains 10338 members 
Mstep: Class 13 contains 2970 members 
Mstep: Class 16 contains 62097 members 
Mstep: Class 17 contains 71716 members 
Mstep: Class 18 contains 28160 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008156.000000 Penalty: 33678.312500
Iteration 159Q: 17 clusters Score -5.400816e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 115208 members 
Mstep: Class 2 contains 18647 members 
Mstep: Class 3 contains 575 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 317 members 
Mstep: Class 6 contains 151 members 
Mstep: Class 7 contains 83739 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 25437 members 
Mstep: Class 12 contains 10335 members 
Mstep: Class 13 contains 2969 members 
Mstep: Class 16 contains 62094 members 
Mstep: Class 17 contains 71730 members 
Mstep: Class 18 contains 28153 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54008748.000000 Penalty: 33678.312500
Iteration 160F: 17 clusters Score -5.400875e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 115201 members 
Mstep: Class 2 contains 18662 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 349 members 
Mstep: Class 6 contains 173 members 
Mstep: Class 7 contains 83738 members 
Mstep: Class 10 contains 1081 members 
Mstep: Class 11 contains 25437 members 
Mstep: Class 12 contains 10333 members 
Mstep: Class 13 contains 2968 members 
Mstep: Class 16 contains 62089 members 
Mstep: Class 17 contains 71737 members 
Mstep: Class 18 contains 28146 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54009220.000000 Penalty: 33678.312500
Iteration 161Q: 17 clusters Score -5.400922e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 115200 members 
Mstep: Class 2 contains 18671 members 
Mstep: Class 3 contains 543 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 367 members 
Mstep: Class 6 contains 174 members 
Mstep: Class 7 contains 83727 members 
Mstep: Class 10 contains 1082 members 
Mstep: Class 11 contains 25442 members 
Mstep: Class 12 contains 10332 members 
Mstep: Class 13 contains 2970 members 
Mstep: Class 16 contains 62084 members 
Mstep: Class 17 contains 71740 members 
Mstep: Class 18 contains 28143 members 
Mstep: Class 20 contains 692 members 
Mstep: Class 21 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54009364.000000 Penalty: 33678.312500
Iteration 162Q: 17 clusters Score -5.400936e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 115193 members 
Mstep: Class 2 contains 18692 members 
Mstep: Class 3 contains 538 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 379 members 
Mstep: Class 6 contains 174 members 
Mstep: Class 7 contains 83720 members 
Mstep: Class 10 contains 1078 members 
Mstep: Class 11 contains 25449 members 
Mstep: Class 12 contains 10328 members 
Mstep: Class 13 contains 2969 members 
Mstep: Class 16 contains 62079 members 
Mstep: Class 17 contains 71735 members 
Mstep: Class 18 contains 28143 members 
Mstep: Class 20 contains 690 members 
Mstep: Class 21 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54009436.000000 Penalty: 33678.312500
Iteration 163Q: 17 clusters Score -5.400944e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 115182 members 
Mstep: Class 2 contains 18712 members 
Mstep: Class 3 contains 540 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 175 members 
Mstep: Class 7 contains 83712 members 
Mstep: Class 10 contains 1071 members 
Mstep: Class 11 contains 25462 members 
Mstep: Class 12 contains 10328 members 
Mstep: Class 13 contains 2969 members 
Mstep: Class 16 contains 62064 members 
Mstep: Class 17 contains 71742 members 
Mstep: Class 18 contains 28137 members 
Mstep: Class 20 contains 687 members 
Mstep: Class 21 contains 592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54009436.000000 Penalty: 33678.312500
Iteration 164Q: 17 clusters Score -5.400944e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 115165 members 
Mstep: Class 2 contains 18729 members 
Mstep: Class 3 contains 548 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 404 members 
Mstep: Class 6 contains 175 members 
Mstep: Class 7 contains 83710 members 
Mstep: Class 10 contains 1060 members 
Mstep: Class 11 contains 25464 members 
Mstep: Class 12 contains 10325 members 
Mstep: Class 13 contains 2968 members 
Mstep: Class 16 contains 62054 members 
Mstep: Class 17 contains 71753 members 
Mstep: Class 18 contains 28136 members 
Mstep: Class 20 contains 685 members 
Mstep: Class 21 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54009496.000000 Penalty: 33678.312500
Iteration 165Q: 17 clusters Score -5.40095e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 115140 members 
Mstep: Class 2 contains 18748 members 
Mstep: Class 3 contains 561 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 406 members 
Mstep: Class 6 contains 177 members 
Mstep: Class 7 contains 83707 members 
Mstep: Class 10 contains 1045 members 
Mstep: Class 11 contains 25473 members 
Mstep: Class 12 contains 10323 members 
Mstep: Class 13 contains 2970 members 
Mstep: Class 16 contains 62042 members 
Mstep: Class 17 contains 71772 members 
Mstep: Class 18 contains 28126 members 
Mstep: Class 20 contains 683 members 
Mstep: Class 21 contains 591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54009556.000000 Penalty: 33678.312500
Iteration 166Q: 17 clusters Score -5.400956e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 115127 members 
Mstep: Class 2 contains 18766 members 
Mstep: Class 3 contains 573 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 412 members 
Mstep: Class 6 contains 179 members 
Mstep: Class 7 contains 83693 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 25481 members 
Mstep: Class 12 contains 10321 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 16 contains 62022 members 
Mstep: Class 17 contains 71789 members 
Mstep: Class 18 contains 28123 members 
Mstep: Class 20 contains 682 members 
Mstep: Class 21 contains 592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54009776.000000 Penalty: 33678.312500
Iteration 167Q: 17 clusters Score -5.400978e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 115098 members 
Mstep: Class 2 contains 18787 members 
Mstep: Class 3 contains 585 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 421 members 
Mstep: Class 6 contains 180 members 
Mstep: Class 7 contains 83697 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 25488 members 
Mstep: Class 12 contains 10317 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 16 contains 62011 members 
Mstep: Class 17 contains 71805 members 
Mstep: Class 18 contains 28114 members 
Mstep: Class 20 contains 679 members 
Mstep: Class 21 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54009836.000000 Penalty: 33678.312500
Iteration 168Q: 17 clusters Score -5.400984e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 115056 members 
Mstep: Class 2 contains 18808 members 
Mstep: Class 3 contains 595 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 183 members 
Mstep: Class 7 contains 83698 members 
Mstep: Class 10 contains 1014 members 
Mstep: Class 11 contains 25494 members 
Mstep: Class 12 contains 10312 members 
Mstep: Class 13 contains 2974 members 
Mstep: Class 16 contains 62000 members 
Mstep: Class 17 contains 71833 members 
Mstep: Class 18 contains 28110 members 
Mstep: Class 20 contains 678 members 
Mstep: Class 21 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010024.000000 Penalty: 33678.312500
Iteration 169Q: 17 clusters Score -5.401002e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 115036 members 
Mstep: Class 2 contains 18826 members 
Mstep: Class 3 contains 602 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 184 members 
Mstep: Class 7 contains 83698 members 
Mstep: Class 10 contains 1006 members 
Mstep: Class 11 contains 25495 members 
Mstep: Class 12 contains 10312 members 
Mstep: Class 13 contains 2974 members 
Mstep: Class 16 contains 61987 members 
Mstep: Class 17 contains 71850 members 
Mstep: Class 18 contains 28107 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010072.000000 Penalty: 33678.312500
Iteration 170Q: 17 clusters Score -5.401007e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 115003 members 
Mstep: Class 2 contains 18856 members 
Mstep: Class 3 contains 599 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 432 members 
Mstep: Class 6 contains 184 members 
Mstep: Class 7 contains 83681 members 
Mstep: Class 10 contains 999 members 
Mstep: Class 11 contains 25499 members 
Mstep: Class 12 contains 10310 members 
Mstep: Class 13 contains 2974 members 
Mstep: Class 16 contains 61991 members 
Mstep: Class 17 contains 71863 members 
Mstep: Class 18 contains 28106 members 
Mstep: Class 20 contains 677 members 
Mstep: Class 21 contains 590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010100.000000 Penalty: 33678.312500
Iteration 171Q: 17 clusters Score -5.40101e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 114984 members 
Mstep: Class 2 contains 18877 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 184 members 
Mstep: Class 7 contains 83675 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 25503 members 
Mstep: Class 12 contains 10309 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 16 contains 61999 members 
Mstep: Class 17 contains 71863 members 
Mstep: Class 18 contains 28102 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010148.000000 Penalty: 33678.312500
Iteration 172Q: 17 clusters Score -5.401015e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 114959 members 
Mstep: Class 2 contains 18894 members 
Mstep: Class 3 contains 597 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 444 members 
Mstep: Class 6 contains 186 members 
Mstep: Class 7 contains 83671 members 
Mstep: Class 10 contains 991 members 
Mstep: Class 11 contains 25510 members 
Mstep: Class 12 contains 10309 members 
Mstep: Class 13 contains 2972 members 
Mstep: Class 16 contains 61999 members 
Mstep: Class 17 contains 71868 members 
Mstep: Class 18 contains 28101 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010264.000000 Penalty: 33678.312500
Iteration 173Q: 17 clusters Score -5.401026e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 114943 members 
Mstep: Class 2 contains 18905 members 
Mstep: Class 3 contains 599 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 187 members 
Mstep: Class 7 contains 83668 members 
Mstep: Class 10 contains 987 members 
Mstep: Class 11 contains 25513 members 
Mstep: Class 12 contains 10305 members 
Mstep: Class 13 contains 2971 members 
Mstep: Class 16 contains 61990 members 
Mstep: Class 17 contains 71889 members 
Mstep: Class 18 contains 28100 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010268.000000 Penalty: 33678.312500
Iteration 174Q: 17 clusters Score -5.401027e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 114935 members 
Mstep: Class 2 contains 18912 members 
Mstep: Class 3 contains 601 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 188 members 
Mstep: Class 7 contains 83666 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 25512 members 
Mstep: Class 12 contains 10303 members 
Mstep: Class 13 contains 2969 members 
Mstep: Class 16 contains 61985 members 
Mstep: Class 17 contains 71907 members 
Mstep: Class 18 contains 28098 members 
Mstep: Class 20 contains 674 members 
Mstep: Class 21 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010240.000000 Penalty: 33678.312500
Iteration 175Q: 17 clusters Score -5.401024e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 114922 members 
Mstep: Class 2 contains 18920 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 189 members 
Mstep: Class 7 contains 83663 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 25514 members 
Mstep: Class 12 contains 10301 members 
Mstep: Class 13 contains 2968 members 
Mstep: Class 16 contains 61981 members 
Mstep: Class 17 contains 71917 members 
Mstep: Class 18 contains 28099 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010352.000000 Penalty: 33678.312500
Iteration 176Q: 17 clusters Score -5.401035e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 114907 members 
Mstep: Class 2 contains 18932 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 189 members 
Mstep: Class 7 contains 83659 members 
Mstep: Class 10 contains 980 members 
Mstep: Class 11 contains 25517 members 
Mstep: Class 12 contains 10297 members 
Mstep: Class 13 contains 2967 members 
Mstep: Class 16 contains 61974 members 
Mstep: Class 17 contains 71928 members 
Mstep: Class 18 contains 28102 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010348.000000 Penalty: 33678.312500
Iteration 177Q: 17 clusters Score -5.401035e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 114903 members 
Mstep: Class 2 contains 18942 members 
Mstep: Class 3 contains 599 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 189 members 
Mstep: Class 7 contains 83653 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 25523 members 
Mstep: Class 12 contains 10296 members 
Mstep: Class 13 contains 2964 members 
Mstep: Class 16 contains 61966 members 
Mstep: Class 17 contains 71936 members 
Mstep: Class 18 contains 28102 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010388.000000 Penalty: 33678.312500
Iteration 178Q: 17 clusters Score -5.401039e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 114905 members 
Mstep: Class 2 contains 18954 members 
Mstep: Class 3 contains 600 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 454 members 
Mstep: Class 6 contains 189 members 
Mstep: Class 7 contains 83646 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 25526 members 
Mstep: Class 12 contains 10291 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 61957 members 
Mstep: Class 17 contains 71944 members 
Mstep: Class 18 contains 28098 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010344.000000 Penalty: 33678.312500
Iteration 179Q: 17 clusters Score -5.401034e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 114904 members 
Mstep: Class 2 contains 18962 members 
Mstep: Class 3 contains 601 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 455 members 
Mstep: Class 6 contains 189 members 
Mstep: Class 7 contains 83648 members 
Mstep: Class 10 contains 974 members 
Mstep: Class 11 contains 25526 members 
Mstep: Class 12 contains 10289 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 61951 members 
Mstep: Class 17 contains 71946 members 
Mstep: Class 18 contains 28096 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010508.000000 Penalty: 33678.312500
Iteration 180F: 17 clusters Score -5.401051e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 114908 members 
Mstep: Class 2 contains 18964 members 
Mstep: Class 3 contains 604 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 454 members 
Mstep: Class 6 contains 206 members 
Mstep: Class 7 contains 83644 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 25529 members 
Mstep: Class 12 contains 10285 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 61952 members 
Mstep: Class 17 contains 71950 members 
Mstep: Class 18 contains 28093 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010716.000000 Penalty: 33678.312500
Iteration 181Q: 17 clusters Score -5.401072e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 114906 members 
Mstep: Class 2 contains 18969 members 
Mstep: Class 3 contains 609 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 455 members 
Mstep: Class 6 contains 211 members 
Mstep: Class 7 contains 83640 members 
Mstep: Class 10 contains 963 members 
Mstep: Class 11 contains 25528 members 
Mstep: Class 12 contains 10285 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 61958 members 
Mstep: Class 17 contains 71946 members 
Mstep: Class 18 contains 28093 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010768.000000 Penalty: 33678.312500
Iteration 182Q: 17 clusters Score -5.401077e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 114902 members 
Mstep: Class 2 contains 18973 members 
Mstep: Class 3 contains 609 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 455 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 83638 members 
Mstep: Class 10 contains 957 members 
Mstep: Class 11 contains 25522 members 
Mstep: Class 12 contains 10286 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 61967 members 
Mstep: Class 17 contains 71952 members 
Mstep: Class 18 contains 28088 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010752.000000 Penalty: 33678.312500
Iteration 183Q: 17 clusters Score -5.401075e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 114911 members 
Mstep: Class 2 contains 18979 members 
Mstep: Class 3 contains 609 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 458 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 83641 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 25517 members 
Mstep: Class 12 contains 10285 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 61962 members 
Mstep: Class 17 contains 71949 members 
Mstep: Class 18 contains 28086 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010756.000000 Penalty: 33678.312500
Iteration 184Q: 17 clusters Score -5.401076e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 114913 members 
Mstep: Class 2 contains 18986 members 
Mstep: Class 3 contains 608 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 83642 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 25510 members 
Mstep: Class 12 contains 10285 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 61967 members 
Mstep: Class 17 contains 71947 members 
Mstep: Class 18 contains 28080 members 
Mstep: Class 20 contains 672 members 
Mstep: Class 21 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010816.000000 Penalty: 33678.312500
Iteration 185Q: 17 clusters Score -5.401082e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 114896 members 
Mstep: Class 2 contains 18993 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 83643 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 25508 members 
Mstep: Class 12 contains 10288 members 
Mstep: Class 13 contains 2961 members 
Mstep: Class 16 contains 61975 members 
Mstep: Class 17 contains 71949 members 
Mstep: Class 18 contains 28079 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010840.000000 Penalty: 33678.312500
Iteration 186Q: 17 clusters Score -5.401084e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 114895 members 
Mstep: Class 2 contains 18998 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 83643 members 
Mstep: Class 10 contains 950 members 
Mstep: Class 11 contains 25503 members 
Mstep: Class 12 contains 10290 members 
Mstep: Class 13 contains 2959 members 
Mstep: Class 16 contains 61975 members 
Mstep: Class 17 contains 71950 members 
Mstep: Class 18 contains 28079 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010804.000000 Penalty: 33678.312500
Iteration 187Q: 17 clusters Score -5.40108e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 114893 members 
Mstep: Class 2 contains 18999 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 83642 members 
Mstep: Class 10 contains 950 members 
Mstep: Class 11 contains 25502 members 
Mstep: Class 12 contains 10291 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 16 contains 61972 members 
Mstep: Class 17 contains 71951 members 
Mstep: Class 18 contains 28080 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010820.000000 Penalty: 33678.312500
Iteration 188Q: 17 clusters Score -5.401082e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 114884 members 
Mstep: Class 2 contains 19000 members 
Mstep: Class 3 contains 607 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 83644 members 
Mstep: Class 10 contains 949 members 
Mstep: Class 11 contains 25501 members 
Mstep: Class 12 contains 10291 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 61973 members 
Mstep: Class 17 contains 71954 members 
Mstep: Class 18 contains 28082 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010828.000000 Penalty: 33678.312500
Iteration 189Q: 17 clusters Score -5.401083e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 114879 members 
Mstep: Class 2 contains 19002 members 
Mstep: Class 3 contains 609 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 83641 members 
Mstep: Class 10 contains 949 members 
Mstep: Class 11 contains 25501 members 
Mstep: Class 12 contains 10291 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 61970 members 
Mstep: Class 17 contains 71961 members 
Mstep: Class 18 contains 28082 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010820.000000 Penalty: 33678.312500
Iteration 190Q: 17 clusters Score -5.401082e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 114872 members 
Mstep: Class 2 contains 19004 members 
Mstep: Class 3 contains 610 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 83643 members 
Mstep: Class 10 contains 946 members 
Mstep: Class 11 contains 25499 members 
Mstep: Class 12 contains 10290 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 61975 members 
Mstep: Class 17 contains 71964 members 
Mstep: Class 18 contains 28082 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010840.000000 Penalty: 33678.312500
Iteration 191Q: 17 clusters Score -5.401084e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 114859 members 
Mstep: Class 2 contains 19008 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 83643 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25496 members 
Mstep: Class 12 contains 10290 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 61980 members 
Mstep: Class 17 contains 71970 members 
Mstep: Class 18 contains 28083 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010856.000000 Penalty: 33678.312500
Iteration 192Q: 17 clusters Score -5.401086e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 114856 members 
Mstep: Class 2 contains 19009 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 83645 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25493 members 
Mstep: Class 12 contains 10289 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 61983 members 
Mstep: Class 17 contains 71971 members 
Mstep: Class 18 contains 28083 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010864.000000 Penalty: 33678.312500
Iteration 193Q: 17 clusters Score -5.401086e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 114849 members 
Mstep: Class 2 contains 19011 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 83645 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25492 members 
Mstep: Class 12 contains 10289 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 61985 members 
Mstep: Class 17 contains 71975 members 
Mstep: Class 18 contains 28083 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010840.000000 Penalty: 33678.312500
Iteration 194Q: 17 clusters Score -5.401084e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 114846 members 
Mstep: Class 2 contains 19013 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 83646 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25492 members 
Mstep: Class 12 contains 10290 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 61983 members 
Mstep: Class 17 contains 71978 members 
Mstep: Class 18 contains 28081 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010800.000000 Penalty: 33678.312500
Iteration 195Q: 17 clusters Score -5.40108e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 114842 members 
Mstep: Class 2 contains 19012 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 83643 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25490 members 
Mstep: Class 12 contains 10291 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 61987 members 
Mstep: Class 17 contains 71983 members 
Mstep: Class 18 contains 28081 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010828.000000 Penalty: 33678.312500
Iteration 196Q: 17 clusters Score -5.401083e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 114840 members 
Mstep: Class 2 contains 19014 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 83640 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25489 members 
Mstep: Class 12 contains 10290 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 61993 members 
Mstep: Class 17 contains 71983 members 
Mstep: Class 18 contains 28080 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010824.000000 Penalty: 33678.312500
Iteration 197Q: 17 clusters Score -5.401082e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 114843 members 
Mstep: Class 2 contains 19014 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 83634 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25490 members 
Mstep: Class 12 contains 10289 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 16 contains 61996 members 
Mstep: Class 17 contains 71983 members 
Mstep: Class 18 contains 28081 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010804.000000 Penalty: 33678.312500
Iteration 198Q: 17 clusters Score -5.40108e+07 nChanged 24
Entering ConstructFrom: 
Score: -54010804.000000 Penalty: 33678.312500
Entering ConstructFrom: 
Trying to split cluster 1 (114837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114837 members 
Entering Unmasked Estep 
Score: -14835743.000000 Penalty: 1893.331177
	Iteration 0F: 2 clusters Score -1.483574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -14765416.000000 Penalty: 3786.662354
	Iteration 0F: 3 clusters Score -1.476542e+07 nChanged 55385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55249 members 
Mstep: Class 2 contains 59588 members 
Entering Unmasked Estep 
Score: -14798299.000000 Penalty: 3786.662354
	Iteration 1F: 3 clusters Score -1.47983e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 61411 members 
Entering Unmasked Estep 
Score: -14799494.000000 Penalty: 3786.662354
	Iteration 2Q: 3 clusters Score -1.479949e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50545 members 
Mstep: Class 2 contains 64292 members 
Entering Unmasked Estep 
Score: -14801267.000000 Penalty: 3786.662354
	Iteration 3Q: 3 clusters Score -1.480127e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 68867 members 
Entering Unmasked Estep 
Score: -14803924.000000 Penalty: 3786.662354
	Iteration 4F: 3 clusters Score -1.480392e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 75131 members 
Entering Unmasked Estep 
Score: -14807987.000000 Penalty: 3786.662354
	Iteration 5F: 3 clusters Score -1.480799e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 81943 members 
Entering Unmasked Estep 
Score: -14813684.000000 Penalty: 3786.662354
	Iteration 6F: 3 clusters Score -1.481368e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 87058 members 
Entering Unmasked Estep 
Score: -14819650.000000 Penalty: 3786.662354
	Iteration 7F: 3 clusters Score -1.481965e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 89238 members 
Entering Unmasked Estep 
Score: -14823448.000000 Penalty: 3786.662354
	Iteration 8F: 3 clusters Score -1.482345e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 89701 members 
Entering Unmasked Estep 
Score: -14824868.000000 Penalty: 3786.662354
	Iteration 9Q: 3 clusters Score -1.482487e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -14825430.000000 Penalty: 3786.662354
	Iteration 10Q: 3 clusters Score -1.482543e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 89627 members 
Entering Unmasked Estep 
Score: -14825646.000000 Penalty: 3786.662354
	Iteration 11Q: 3 clusters Score -1.482565e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 89481 members 
Entering Unmasked Estep 
Score: -14825955.000000 Penalty: 3786.662354
	Iteration 12Q: 3 clusters Score -1.482596e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 89305 members 
Entering Unmasked Estep 
Score: -14826162.000000 Penalty: 3786.662354
	Iteration 13Q: 3 clusters Score -1.482616e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 89060 members 
Entering Unmasked Estep 
Score: -14826388.000000 Penalty: 3786.662354
	Iteration 14Q: 3 clusters Score -1.482639e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 88805 members 
Entering Unmasked Estep 
Score: -14826482.000000 Penalty: 3786.662354
	Iteration 15Q: 3 clusters Score -1.482648e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 88566 members 
Entering Unmasked Estep 
Score: -14826612.000000 Penalty: 3786.662354
	Iteration 16Q: 3 clusters Score -1.482661e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 88303 members 
Entering Unmasked Estep 
Score: -14826752.000000 Penalty: 3786.662354
	Iteration 17Q: 3 clusters Score -1.482675e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -14826891.000000 Penalty: 3786.662354
	Iteration 18Q: 3 clusters Score -1.482689e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 87773 members 
Entering Unmasked Estep 
Score: -14826929.000000 Penalty: 3786.662354
	Iteration 19Q: 3 clusters Score -1.482693e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 87531 members 
Entering Unmasked Estep 
Score: -14827002.000000 Penalty: 3786.662354
	Iteration 20F: 3 clusters Score -1.4827e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 87267 members 
Entering Unmasked Estep 
Score: -14826951.000000 Penalty: 3786.662354
	Iteration 21Q: 3 clusters Score -1.482695e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 87009 members 
Entering Unmasked Estep 
Score: -14826946.000000 Penalty: 3786.662354
	Iteration 22Q: 3 clusters Score -1.482695e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 86755 members 
Entering Unmasked Estep 
Score: -14826974.000000 Penalty: 3786.662354
	Iteration 23Q: 3 clusters Score -1.482697e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 86519 members 
Entering Unmasked Estep 
Score: -14827001.000000 Penalty: 3786.662354
	Iteration 24Q: 3 clusters Score -1.4827e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 86280 members 
Entering Unmasked Estep 
Score: -14827036.000000 Penalty: 3786.662354
	Iteration 25Q: 3 clusters Score -1.482704e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 86048 members 
Entering Unmasked Estep 
Score: -14827044.000000 Penalty: 3786.662354
	Iteration 26Q: 3 clusters Score -1.482704e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 85818 members 
Entering Unmasked Estep 
Score: -14827083.000000 Penalty: 3786.662354
	Iteration 27Q: 3 clusters Score -1.482708e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 85587 members 
Entering Unmasked Estep 
Score: -14827113.000000 Penalty: 3786.662354
	Iteration 28Q: 3 clusters Score -1.482711e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 85358 members 
Entering Unmasked Estep 
Score: -14827208.000000 Penalty: 3786.662354
	Iteration 29Q: 3 clusters Score -1.482721e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 85172 members 
Entering Unmasked Estep 
Score: -14827264.000000 Penalty: 3786.662354
	Iteration 30Q: 3 clusters Score -1.482726e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 84975 members 
Entering Unmasked Estep 
Score: -14827279.000000 Penalty: 3786.662354
	Iteration 31Q: 3 clusters Score -1.482728e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 84790 members 
Entering Unmasked Estep 
Score: -14827316.000000 Penalty: 3786.662354
	Iteration 32Q: 3 clusters Score -1.482732e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 84623 members 
Entering Unmasked Estep 
Score: -14827293.000000 Penalty: 3786.662354
	Iteration 33Q: 3 clusters Score -1.482729e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 84460 members 
Entering Unmasked Estep 
Score: -14827307.000000 Penalty: 3786.662354
	Iteration 34Q: 3 clusters Score -1.482731e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 84319 members 
Entering Unmasked Estep 
Score: -14827318.000000 Penalty: 3786.662354
	Iteration 35Q: 3 clusters Score -1.482732e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 84225 members 
Entering Unmasked Estep 
Score: -14827308.000000 Penalty: 3786.662354
	Iteration 36Q: 3 clusters Score -1.482731e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 84128 members 
Entering Unmasked Estep 
Score: -14827316.000000 Penalty: 3786.662354
	Iteration 37Q: 3 clusters Score -1.482732e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 84042 members 
Entering Unmasked Estep 
Score: -14827339.000000 Penalty: 3786.662354
	Iteration 38Q: 3 clusters Score -1.482734e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 83972 members 
Entering Unmasked Estep 
Score: -14827357.000000 Penalty: 3786.662354
	Iteration 39Q: 3 clusters Score -1.482736e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 83909 members 
Entering Unmasked Estep 
Score: -14827364.000000 Penalty: 3786.662354
	Iteration 40F: 3 clusters Score -1.482736e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 83842 members 
Entering Unmasked Estep 
Score: -14827376.000000 Penalty: 3786.662354
	Iteration 41Q: 3 clusters Score -1.482738e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 83755 members 
Entering Unmasked Estep 
Score: -14827369.000000 Penalty: 3786.662354
	Iteration 42Q: 3 clusters Score -1.482737e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 83673 members 
Entering Unmasked Estep 
Score: -14827347.000000 Penalty: 3786.662354
	Iteration 43Q: 3 clusters Score -1.482735e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 83595 members 
Entering Unmasked Estep 
Score: -14827363.000000 Penalty: 3786.662354
	Iteration 44Q: 3 clusters Score -1.482736e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 83512 members 
Entering Unmasked Estep 
Score: -14827337.000000 Penalty: 3786.662354
	Iteration 45Q: 3 clusters Score -1.482734e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 83431 members 
Entering Unmasked Estep 
Score: -14827340.000000 Penalty: 3786.662354
	Iteration 46Q: 3 clusters Score -1.482734e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 83365 members 
Entering Unmasked Estep 
Score: -14827321.000000 Penalty: 3786.662354
	Iteration 47Q: 3 clusters Score -1.482732e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 83299 members 
Entering Unmasked Estep 
Score: -14827320.000000 Penalty: 3786.662354
	Iteration 48Q: 3 clusters Score -1.482732e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 83235 members 
Entering Unmasked Estep 
Score: -14827280.000000 Penalty: 3786.662354
	Iteration 49Q: 3 clusters Score -1.482728e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 83168 members 
Entering Unmasked Estep 
Score: -14827274.000000 Penalty: 3786.662354
	Iteration 50Q: 3 clusters Score -1.482727e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 83101 members 
Entering Unmasked Estep 
Score: -14827249.000000 Penalty: 3786.662354
	Iteration 51Q: 3 clusters Score -1.482725e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 83042 members 
Entering Unmasked Estep 
Score: -14827228.000000 Penalty: 3786.662354
	Iteration 52Q: 3 clusters Score -1.482723e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 82991 members 
Entering Unmasked Estep 
Score: -14827218.000000 Penalty: 3786.662354
	Iteration 53Q: 3 clusters Score -1.482722e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 82942 members 
Entering Unmasked Estep 
Score: -14827184.000000 Penalty: 3786.662354
	Iteration 54Q: 3 clusters Score -1.482718e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 82905 members 
Entering Unmasked Estep 
Score: -14827178.000000 Penalty: 3786.662354
	Iteration 55Q: 3 clusters Score -1.482718e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 82871 members 
Entering Unmasked Estep 
Score: -14827147.000000 Penalty: 3786.662354
	Iteration 56Q: 3 clusters Score -1.482715e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 82833 members 
Entering Unmasked Estep 
Score: -14827155.000000 Penalty: 3786.662354
	Iteration 57Q: 3 clusters Score -1.482716e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 82791 members 
Entering Unmasked Estep 
Score: -14827149.000000 Penalty: 3786.662354
	Iteration 58Q: 3 clusters Score -1.482715e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 82752 members 
Entering Unmasked Estep 
Score: -14827146.000000 Penalty: 3786.662354
	Iteration 59Q: 3 clusters Score -1.482715e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 82707 members 
Entering Unmasked Estep 
Score: -14827166.000000 Penalty: 3786.662354
	Iteration 60F: 3 clusters Score -1.482717e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 82658 members 
Entering Unmasked Estep 
Score: -14827171.000000 Penalty: 3786.662354
	Iteration 61Q: 3 clusters Score -1.482717e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 82599 members 
Entering Unmasked Estep 
Score: -14827172.000000 Penalty: 3786.662354
	Iteration 62Q: 3 clusters Score -1.482717e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 82541 members 
Entering Unmasked Estep 
Score: -14827185.000000 Penalty: 3786.662354
	Iteration 63Q: 3 clusters Score -1.482718e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 82502 members 
Entering Unmasked Estep 
Score: -14827181.000000 Penalty: 3786.662354
	Iteration 64Q: 3 clusters Score -1.482718e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 82475 members 
Entering Unmasked Estep 
Score: -14827170.000000 Penalty: 3786.662354
	Iteration 65Q: 3 clusters Score -1.482717e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 82440 members 
Entering Unmasked Estep 
Score: -14827158.000000 Penalty: 3786.662354
	Iteration 66Q: 3 clusters Score -1.482716e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 82400 members 
Entering Unmasked Estep 
Score: -14827129.000000 Penalty: 3786.662354
	Iteration 67Q: 3 clusters Score -1.482713e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 82361 members 
Entering Unmasked Estep 
Score: -14827141.000000 Penalty: 3786.662354
	Iteration 68Q: 3 clusters Score -1.482714e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 82331 members 
Entering Unmasked Estep 
Score: -14827135.000000 Penalty: 3786.662354
	Iteration 69Q: 3 clusters Score -1.482714e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 82303 members 
Entering Unmasked Estep 
Score: -14827131.000000 Penalty: 3786.662354
	Iteration 70Q: 3 clusters Score -1.482713e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 82283 members 
Entering Unmasked Estep 
Score: -14827127.000000 Penalty: 3786.662354
	Iteration 71Q: 3 clusters Score -1.482713e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 82259 members 
Entering Unmasked Estep 
Score: -14827105.000000 Penalty: 3786.662354
	Iteration 72Q: 3 clusters Score -1.48271e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 82237 members 
Entering Unmasked Estep 
Score: -14827124.000000 Penalty: 3786.662354
	Iteration 73Q: 3 clusters Score -1.482712e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
Score: -14827120.000000 Penalty: 3786.662354
	Iteration 74Q: 3 clusters Score -1.482712e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 82182 members 
Entering Unmasked Estep 
Score: -14827124.000000 Penalty: 3786.662354
	Iteration 75Q: 3 clusters Score -1.482712e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 82150 members 
Entering Unmasked Estep 
Score: -14827129.000000 Penalty: 3786.662354
	Iteration 76Q: 3 clusters Score -1.482713e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 82107 members 
Entering Unmasked Estep 
Score: -14827121.000000 Penalty: 3786.662354
	Iteration 77Q: 3 clusters Score -1.482712e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 82078 members 
Entering Unmasked Estep 
Score: -14827112.000000 Penalty: 3786.662354
	Iteration 78Q: 3 clusters Score -1.482711e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 82046 members 
Entering Unmasked Estep 
Score: -14827120.000000 Penalty: 3786.662354
	Iteration 79Q: 3 clusters Score -1.482712e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 82027 members 
Entering Unmasked Estep 
Score: -14827122.000000 Penalty: 3786.662354
	Iteration 80F: 3 clusters Score -1.482712e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 82003 members 
Entering Unmasked Estep 
Score: -14827130.000000 Penalty: 3786.662354
	Iteration 81Q: 3 clusters Score -1.482713e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 81971 members 
Entering Unmasked Estep 
Score: -14827111.000000 Penalty: 3786.662354
	Iteration 82Q: 3 clusters Score -1.482711e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 81946 members 
Entering Unmasked Estep 
Score: -14827124.000000 Penalty: 3786.662354
	Iteration 83Q: 3 clusters Score -1.482712e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 81928 members 
Entering Unmasked Estep 
Score: -14827113.000000 Penalty: 3786.662354
	Iteration 84Q: 3 clusters Score -1.482711e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 81907 members 
Entering Unmasked Estep 
Score: -14827125.000000 Penalty: 3786.662354
	Iteration 85Q: 3 clusters Score -1.482712e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 81879 members 
Entering Unmasked Estep 
Score: -14827130.000000 Penalty: 3786.662354
	Iteration 86Q: 3 clusters Score -1.482713e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 81856 members 
Entering Unmasked Estep 
Score: -14827122.000000 Penalty: 3786.662354
	Iteration 87Q: 3 clusters Score -1.482712e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 81840 members 
Entering Unmasked Estep 
Score: -14827122.000000 Penalty: 3786.662354
	Iteration 88Q: 3 clusters Score -1.482712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 81831 members 
Entering Unmasked Estep 
Score: -14827121.000000 Penalty: 3786.662354
	Iteration 89Q: 3 clusters Score -1.482712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 81822 members 
Entering Unmasked Estep 
Score: -14827113.000000 Penalty: 3786.662354
	Iteration 90Q: 3 clusters Score -1.482711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 81814 members 
Entering Unmasked Estep 
Score: -14827095.000000 Penalty: 3786.662354
	Iteration 91Q: 3 clusters Score -1.48271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 81806 members 
Entering Unmasked Estep 
Score: -14827092.000000 Penalty: 3786.662354
	Iteration 92Q: 3 clusters Score -1.482709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 81804 members 
Entering Unmasked Estep 
Score: -14827084.000000 Penalty: 3786.662354
	Iteration 93Q: 3 clusters Score -1.482708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 81801 members 
Entering Unmasked Estep 
Score: -14827089.000000 Penalty: 3786.662354
	Iteration 94Q: 3 clusters Score -1.482709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 81802 members 
Entering Unmasked Estep 
Score: -14827087.000000 Penalty: 3786.662354
	Iteration 95Q: 3 clusters Score -1.482709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 81803 members 
Entering Unmasked Estep 
Score: -14827087.000000 Penalty: 3786.662354
	Iteration 96Q: 3 clusters Score -1.482709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 81803 members 
Entering Unmasked Estep 
Score: -14827087.000000 Penalty: 3786.662354
	Iteration 97Q: 3 clusters Score -1.482709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 81804 members 
Entering Unmasked Estep 
Score: -14827085.000000 Penalty: 3786.662354
	Iteration 98Q: 3 clusters Score -1.482708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 81804 members 
Entering Unmasked Estep 
Score: -14827085.000000 Penalty: 3786.662354
	Iteration 99F: 3 clusters Score -1.482708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -2416341.750000 Penalty: 1601.092773
	Iteration 0F: 2 clusters Score -2416342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2403414.500000 Penalty: 3202.185547
	Iteration 0F: 3 clusters Score -2403414 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2408050.500000 Penalty: 3202.185547
	Iteration 1F: 3 clusters Score -2408050 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2408429.500000 Penalty: 3202.185547
	Iteration 2F: 3 clusters Score -2408430 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2408784.750000 Penalty: 3202.185547
	Iteration 3Q: 3 clusters Score -2408785 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2409190.500000 Penalty: 3202.185547
	Iteration 4Q: 3 clusters Score -2409190 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2409758.250000 Penalty: 3202.185547
	Iteration 5F: 3 clusters Score -2409758 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2410518.750000 Penalty: 3202.185547
	Iteration 6F: 3 clusters Score -2410519 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2411332.750000 Penalty: 3202.185547
	Iteration 7F: 3 clusters Score -2411333 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2412008.250000 Penalty: 3202.185547
	Iteration 8F: 3 clusters Score -2412008 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2412510.250000 Penalty: 3202.185547
	Iteration 9Q: 3 clusters Score -2412510 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2412864.250000 Penalty: 3202.185547
	Iteration 10Q: 3 clusters Score -2412864 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2413127.000000 Penalty: 3202.185547
	Iteration 11Q: 3 clusters Score -2413127 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2413346.000000 Penalty: 3202.185547
	Iteration 12Q: 3 clusters Score -2413346 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2413556.500000 Penalty: 3202.185547
	Iteration 13Q: 3 clusters Score -2413556 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2413807.250000 Penalty: 3202.185547
	Iteration 14Q: 3 clusters Score -2413807 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2414014.500000 Penalty: 3202.185547
	Iteration 15Q: 3 clusters Score -2414014 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2414177.250000 Penalty: 3202.185547
	Iteration 16Q: 3 clusters Score -2414177 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2414329.750000 Penalty: 3202.185547
	Iteration 17Q: 3 clusters Score -2414330 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2414443.250000 Penalty: 3202.185547
	Iteration 18Q: 3 clusters Score -2414443 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2414553.000000 Penalty: 3202.185547
	Iteration 19Q: 3 clusters Score -2414553 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2414639.000000 Penalty: 3202.185547
	Iteration 20F: 3 clusters Score -2414639 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2414704.000000 Penalty: 3202.185547
	Iteration 21Q: 3 clusters Score -2414704 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2414751.250000 Penalty: 3202.185547
	Iteration 22Q: 3 clusters Score -2414751 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2414789.750000 Penalty: 3202.185547
	Iteration 23Q: 3 clusters Score -2414790 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2414824.000000 Penalty: 3202.185547
	Iteration 24Q: 3 clusters Score -2414824 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2414852.000000 Penalty: 3202.185547
	Iteration 25Q: 3 clusters Score -2414852 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2414882.000000 Penalty: 3202.185547
	Iteration 26Q: 3 clusters Score -2414882 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2414889.000000 Penalty: 3202.185547
	Iteration 27Q: 3 clusters Score -2414889 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2414915.000000 Penalty: 3202.185547
	Iteration 28Q: 3 clusters Score -2414915 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2414921.500000 Penalty: 3202.185547
	Iteration 29Q: 3 clusters Score -2414922 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2414936.500000 Penalty: 3202.185547
	Iteration 30Q: 3 clusters Score -2414936 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2414944.000000 Penalty: 3202.185547
	Iteration 31Q: 3 clusters Score -2414944 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2414954.500000 Penalty: 3202.185547
	Iteration 32Q: 3 clusters Score -2414954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2414964.750000 Penalty: 3202.185547
	Iteration 33Q: 3 clusters Score -2414965 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2414969.500000 Penalty: 3202.185547
	Iteration 34Q: 3 clusters Score -2414970 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2414978.500000 Penalty: 3202.185547
	Iteration 35Q: 3 clusters Score -2414978 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2414979.750000 Penalty: 3202.185547
	Iteration 36Q: 3 clusters Score -2414980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2414984.000000 Penalty: 3202.185547
	Iteration 37Q: 3 clusters Score -2414984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2414993.250000 Penalty: 3202.185547
	Iteration 38Q: 3 clusters Score -2414993 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2414996.250000 Penalty: 3202.185547
	Iteration 39Q: 3 clusters Score -2414996 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2414993.750000 Penalty: 3202.185547
	Iteration 40F: 3 clusters Score -2414994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2414996.500000 Penalty: 3202.185547
	Iteration 41Q: 3 clusters Score -2414996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2415000.000000 Penalty: 3202.185547
	Iteration 42Q: 3 clusters Score -2415000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2415003.750000 Penalty: 3202.185547
	Iteration 43Q: 3 clusters Score -2415004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2414999.750000 Penalty: 3202.185547
	Iteration 44Q: 3 clusters Score -2415000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -2415006.000000 Penalty: 3202.185547
	Iteration 45Q: 3 clusters Score -2415006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2415005.000000 Penalty: 3202.185547
	Iteration 46Q: 3 clusters Score -2415005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2415013.500000 Penalty: 3202.185547
	Iteration 47Q: 3 clusters Score -2415014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2415010.250000 Penalty: 3202.185547
	Iteration 48Q: 3 clusters Score -2415010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2415009.250000 Penalty: 3202.185547
	Iteration 49Q: 3 clusters Score -2415009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2415008.500000 Penalty: 3202.185547
	Iteration 50Q: 3 clusters Score -2415008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2415010.250000 Penalty: 3202.185547
	Iteration 51Q: 3 clusters Score -2415010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2415009.250000 Penalty: 3202.185547
	Iteration 52Q: 3 clusters Score -2415009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2415011.000000 Penalty: 3202.185547
	Iteration 53Q: 3 clusters Score -2415011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2415013.750000 Penalty: 3202.185547
	Iteration 54Q: 3 clusters Score -2415014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2415011.000000 Penalty: 3202.185547
	Iteration 55Q: 3 clusters Score -2415011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2415011.500000 Penalty: 3202.185547
	Iteration 56Q: 3 clusters Score -2415012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2415015.250000 Penalty: 3202.185547
	Iteration 57Q: 3 clusters Score -2415015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2415017.250000 Penalty: 3202.185547
	Iteration 58Q: 3 clusters Score -2415017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2415015.250000 Penalty: 3202.185547
	Iteration 59Q: 3 clusters Score -2415015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2415016.000000 Penalty: 3202.185547
	Iteration 60F: 3 clusters Score -2415016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2415017.750000 Penalty: 3202.185547
	Iteration 61Q: 3 clusters Score -2415018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2415014.000000 Penalty: 3202.185547
	Iteration 62Q: 3 clusters Score -2415014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2415016.500000 Penalty: 3202.185547
	Iteration 63Q: 3 clusters Score -2415016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2415013.000000 Penalty: 3202.185547
	Iteration 64Q: 3 clusters Score -2415013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2415014.500000 Penalty: 3202.185547
	Iteration 65Q: 3 clusters Score -2415014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2415014.750000 Penalty: 3202.185547
	Iteration 66Q: 3 clusters Score -2415015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2415012.500000 Penalty: 3202.185547
	Iteration 67Q: 3 clusters Score -2415012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2415012.500000 Penalty: 3202.185547
	Iteration 68Q: 3 clusters Score -2415012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2415013.000000 Penalty: 3202.185547
	Iteration 69Q: 3 clusters Score -2415013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2415015.250000 Penalty: 3202.185547
	Iteration 70Q: 3 clusters Score -2415015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2415016.000000 Penalty: 3202.185547
	Iteration 71Q: 3 clusters Score -2415016 nChanged 3
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: -2415013.500000 Penalty: 3202.185547
	Iteration 72Q: 3 clusters Score -2415014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2415015.750000 Penalty: 3202.185547
	Iteration 73Q: 3 clusters Score -2415016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2415015.750000 Penalty: 3202.185547
	Iteration 74F: 3 clusters Score -2415016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -64306.945312 Penalty: 1042.453247
	Iteration 0F: 2 clusters Score -64306.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63225.855469 Penalty: 2084.906494
	Iteration 0F: 3 clusters Score -63225.86 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63502.207031 Penalty: 2084.906494
	Iteration 1F: 3 clusters Score -63502.21 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -63732.984375 Penalty: 2084.906494
	Iteration 2F: 3 clusters Score -63732.98 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -63976.882812 Penalty: 2084.906494
	Iteration 3F: 3 clusters Score -63976.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -64192.425781 Penalty: 2084.906494
	Iteration 4F: 3 clusters Score -64192.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -64335.269531 Penalty: 2084.906494
	Iteration 5F: 3 clusters Score -64335.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -64471.363281 Penalty: 2084.906494
	Iteration 6Q: 3 clusters Score -64471.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -64594.828125 Penalty: 2084.906494
	Iteration 7Q: 3 clusters Score -64594.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -64657.476562 Penalty: 2084.906494
	Iteration 8Q: 3 clusters Score -64657.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -64694.496094 Penalty: 2084.906494
	Iteration 9Q: 3 clusters Score -64694.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -64714.914062 Penalty: 2084.906494
	Iteration 10Q: 3 clusters Score -64714.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -64720.472656 Penalty: 2084.906494
	Iteration 11Q: 3 clusters Score -64720.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -64721.929688 Penalty: 2084.906494
	Iteration 12Q: 3 clusters Score -64721.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64727.492188 Penalty: 2084.906494
	Iteration 13Q: 3 clusters Score -64727.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -64728.738281 Penalty: 2084.906494
	Iteration 14F: 3 clusters Score -64728.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64735.683594 Penalty: 2084.906494
	Iteration 15Q: 3 clusters Score -64735.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64737.589844 Penalty: 2084.906494
	Iteration 16Q: 3 clusters Score -64737.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64737.589844 Penalty: 2084.906494
	Iteration 17F: 3 clusters Score -64737.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 114837 members 
Mstep: Class 2 contains 19013 members 
Mstep: Class 3 contains 289 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 83630 members 
Mstep: Class 8 contains 322 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25492 members 
Mstep: Class 12 contains 10290 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 16 contains 62001 members 
Mstep: Class 17 contains 71987 members 
Mstep: Class 18 contains 28080 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
Score: -54010168.000000 Penalty: 35783.207031
Splitting cluster 3 changes total score from -54010804.000000 to -54010168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -51845.906250 Penalty: 939.871643
	Iteration 0F: 2 clusters Score -51845.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50920.093750 Penalty: 1879.743286
	Iteration 0F: 3 clusters Score -50920.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -51003.078125 Penalty: 1879.743286
	Iteration 1F: 3 clusters Score -51003.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51028.312500 Penalty: 1879.743286
	Iteration 2Q: 3 clusters Score -51028.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51040.347656 Penalty: 1879.743286
	Iteration 3Q: 3 clusters Score -51040.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51050.304688 Penalty: 1879.743286
	Iteration 4Q: 3 clusters Score -51050.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51050.304688 Penalty: 1879.743286
	Iteration 5F: 3 clusters Score -51050.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -34727.496094 Penalty: 997.731201
	Iteration 0F: 2 clusters Score -34727.5 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 246 members 
Entering Unmasked Estep 
Score: -33851.433594 Penalty: 1995.462402
	Iteration 0F: 3 clusters Score -33851.43 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -34137.199219 Penalty: 1995.462402
	Iteration 1F: 3 clusters Score -34137.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -34261.648438 Penalty: 1995.462402
	Iteration 2F: 3 clusters Score -34261.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34342.886719 Penalty: 1995.462402
	Iteration 3Q: 3 clusters Score -34342.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34402.066406 Penalty: 1995.462402
	Iteration 4Q: 3 clusters Score -34402.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34452.851562 Penalty: 1995.462402
	Iteration 5Q: 3 clusters Score -34452.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34474.335938 Penalty: 1995.462402
	Iteration 6Q: 3 clusters Score -34474.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34479.464844 Penalty: 1995.462402
	Iteration 7Q: 3 clusters Score -34479.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34487.519531 Penalty: 1995.462402
	Iteration 8Q: 3 clusters Score -34487.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34493.437500 Penalty: 1995.462402
	Iteration 9Q: 3 clusters Score -34493.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34506.976562 Penalty: 1995.462402
	Iteration 10Q: 3 clusters Score -34506.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34508.472656 Penalty: 1995.462402
	Iteration 11Q: 3 clusters Score -34508.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34516.101562 Penalty: 1995.462402
	Iteration 12Q: 3 clusters Score -34516.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34516.320312 Penalty: 1995.462402
	Iteration 13Q: 3 clusters Score -34516.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34518.460938 Penalty: 1995.462402
	Iteration 14F: 3 clusters Score -34518.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34525.597656 Penalty: 1995.462402
	Iteration 15Q: 3 clusters Score -34525.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34540.742188 Penalty: 1995.462402
	Iteration 16Q: 3 clusters Score -34540.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34558.433594 Penalty: 1995.462402
	Iteration 17Q: 3 clusters Score -34558.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34576.003906 Penalty: 1995.462402
	Iteration 18Q: 3 clusters Score -34576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34593.398438 Penalty: 1995.462402
	Iteration 19Q: 3 clusters Score -34593.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34614.859375 Penalty: 1995.462402
	Iteration 20F: 3 clusters Score -34614.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34616.957031 Penalty: 1995.462402
	Iteration 21Q: 3 clusters Score -34616.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34617.531250 Penalty: 1995.462402
	Iteration 22Q: 3 clusters Score -34617.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34617.531250 Penalty: 1995.462402
	Iteration 23F: 3 clusters Score -34617.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -9166.704102 Penalty: 871.210022
	Iteration 0F: 2 clusters Score -9166.704 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 108 members 
Entering Unmasked Estep 
Score: -8507.468750 Penalty: 1742.420044
	Iteration 0F: 3 clusters Score -8507.469 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8777.125000 Penalty: 1742.420044
	Iteration 1F: 3 clusters Score -8777.125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8813.494141 Penalty: 1742.420044
	Iteration 2Q: 3 clusters Score -8813.494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8858.619141 Penalty: 1742.420044
	Iteration 3Q: 3 clusters Score -8858.619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8895.073242 Penalty: 1742.420044
	Iteration 4Q: 3 clusters Score -8895.073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8916.691406 Penalty: 1742.420044
	Iteration 5Q: 3 clusters Score -8916.691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8924.456055 Penalty: 1742.420044
	Iteration 6Q: 3 clusters Score -8924.456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8930.212891 Penalty: 1742.420044
	Iteration 7Q: 3 clusters Score -8930.213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8930.212891 Penalty: 1742.420044
	Iteration 8F: 3 clusters Score -8930.213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (83630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83630 members 
Entering Unmasked Estep 
Score: -10943698.000000 Penalty: 1841.800659
	Iteration 0F: 2 clusters Score -1.09437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -10896773.000000 Penalty: 3683.601318
	Iteration 0F: 3 clusters Score -1.089677e+07 nChanged 39937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -10920053.000000 Penalty: 3683.601318
	Iteration 1F: 3 clusters Score -1.092005e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -10920853.000000 Penalty: 3683.601318
	Iteration 2Q: 3 clusters Score -1.092085e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -10921883.000000 Penalty: 3683.601318
	Iteration 3Q: 3 clusters Score -1.092188e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -10923218.000000 Penalty: 3683.601318
	Iteration 4Q: 3 clusters Score -1.092322e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -10925220.000000 Penalty: 3683.601318
	Iteration 5F: 3 clusters Score -1.092522e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 53699 members 
Entering Unmasked Estep 
Score: -10927975.000000 Penalty: 3683.601318
	Iteration 6F: 3 clusters Score -1.092798e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 56961 members 
Entering Unmasked Estep 
Score: -10931658.000000 Penalty: 3683.601318
	Iteration 7F: 3 clusters Score -1.093166e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 59507 members 
Entering Unmasked Estep 
Score: -10935190.000000 Penalty: 3683.601318
	Iteration 8F: 3 clusters Score -1.093519e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 60801 members 
Entering Unmasked Estep 
Score: -10937634.000000 Penalty: 3683.601318
	Iteration 9F: 3 clusters Score -1.093763e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 61270 members 
Entering Unmasked Estep 
Score: -10938605.000000 Penalty: 3683.601318
	Iteration 10Q: 3 clusters Score -1.09386e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 61444 members 
Entering Unmasked Estep 
Score: -10938811.000000 Penalty: 3683.601318
	Iteration 11Q: 3 clusters Score -1.093881e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 61587 members 
Entering Unmasked Estep 
Score: -10938931.000000 Penalty: 3683.601318
	Iteration 12Q: 3 clusters Score -1.093893e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 61682 members 
Entering Unmasked Estep 
Score: -10938959.000000 Penalty: 3683.601318
	Iteration 13Q: 3 clusters Score -1.093896e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -10938939.000000 Penalty: 3683.601318
	Iteration 14Q: 3 clusters Score -1.093894e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -10938956.000000 Penalty: 3683.601318
	Iteration 15Q: 3 clusters Score -1.093896e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
Score: -10938944.000000 Penalty: 3683.601318
	Iteration 16Q: 3 clusters Score -1.093894e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 61815 members 
Entering Unmasked Estep 
Score: -10938938.000000 Penalty: 3683.601318
	Iteration 17Q: 3 clusters Score -1.093894e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -10938936.000000 Penalty: 3683.601318
	Iteration 18Q: 3 clusters Score -1.093894e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 61884 members 
Entering Unmasked Estep 
Score: -10938930.000000 Penalty: 3683.601318
	Iteration 19Q: 3 clusters Score -1.093893e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 61901 members 
Entering Unmasked Estep 
Score: -10938940.000000 Penalty: 3683.601318
	Iteration 20F: 3 clusters Score -1.093894e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 61907 members 
Entering Unmasked Estep 
Score: -10938965.000000 Penalty: 3683.601318
	Iteration 21Q: 3 clusters Score -1.093896e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 61862 members 
Entering Unmasked Estep 
Score: -10939006.000000 Penalty: 3683.601318
	Iteration 22Q: 3 clusters Score -1.093901e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 61815 members 
Entering Unmasked Estep 
Score: -10938994.000000 Penalty: 3683.601318
	Iteration 23Q: 3 clusters Score -1.093899e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -10939007.000000 Penalty: 3683.601318
	Iteration 24Q: 3 clusters Score -1.093901e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 61676 members 
Entering Unmasked Estep 
Score: -10939036.000000 Penalty: 3683.601318
	Iteration 25Q: 3 clusters Score -1.093904e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 61596 members 
Entering Unmasked Estep 
Score: -10939029.000000 Penalty: 3683.601318
	Iteration 26Q: 3 clusters Score -1.093903e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 61493 members 
Entering Unmasked Estep 
Score: -10939004.000000 Penalty: 3683.601318
	Iteration 27Q: 3 clusters Score -1.0939e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 61389 members 
Entering Unmasked Estep 
Score: -10938993.000000 Penalty: 3683.601318
	Iteration 28Q: 3 clusters Score -1.093899e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 61254 members 
Entering Unmasked Estep 
Score: -10939006.000000 Penalty: 3683.601318
	Iteration 29Q: 3 clusters Score -1.093901e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 61135 members 
Entering Unmasked Estep 
Score: -10939008.000000 Penalty: 3683.601318
	Iteration 30Q: 3 clusters Score -1.093901e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -10939019.000000 Penalty: 3683.601318
	Iteration 31Q: 3 clusters Score -1.093902e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -10939025.000000 Penalty: 3683.601318
	Iteration 32Q: 3 clusters Score -1.093902e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 60730 members 
Entering Unmasked Estep 
Score: -10939025.000000 Penalty: 3683.601318
	Iteration 33Q: 3 clusters Score -1.093902e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -10939020.000000 Penalty: 3683.601318
	Iteration 34Q: 3 clusters Score -1.093902e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 60436 members 
Entering Unmasked Estep 
Score: -10939007.000000 Penalty: 3683.601318
	Iteration 35Q: 3 clusters Score -1.093901e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 60299 members 
Entering Unmasked Estep 
Score: -10938971.000000 Penalty: 3683.601318
	Iteration 36Q: 3 clusters Score -1.093897e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -10939006.000000 Penalty: 3683.601318
	Iteration 37Q: 3 clusters Score -1.093901e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 60027 members 
Entering Unmasked Estep 
Score: -10939045.000000 Penalty: 3683.601318
	Iteration 38Q: 3 clusters Score -1.093904e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 59898 members 
Entering Unmasked Estep 
Score: -10939079.000000 Penalty: 3683.601318
	Iteration 39Q: 3 clusters Score -1.093908e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -10939091.000000 Penalty: 3683.601318
	Iteration 40F: 3 clusters Score -1.093909e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -10939075.000000 Penalty: 3683.601318
	Iteration 41Q: 3 clusters Score -1.093908e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 59565 members 
Entering Unmasked Estep 
Score: -10939057.000000 Penalty: 3683.601318
	Iteration 42Q: 3 clusters Score -1.093906e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 59448 members 
Entering Unmasked Estep 
Score: -10939045.000000 Penalty: 3683.601318
	Iteration 43Q: 3 clusters Score -1.093904e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 59343 members 
Entering Unmasked Estep 
Score: -10938985.000000 Penalty: 3683.601318
	Iteration 44Q: 3 clusters Score -1.093898e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -10938943.000000 Penalty: 3683.601318
	Iteration 45Q: 3 clusters Score -1.093894e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 59148 members 
Entering Unmasked Estep 
Score: -10938952.000000 Penalty: 3683.601318
	Iteration 46Q: 3 clusters Score -1.093895e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -10938926.000000 Penalty: 3683.601318
	Iteration 47Q: 3 clusters Score -1.093893e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 58914 members 
Entering Unmasked Estep 
Score: -10938877.000000 Penalty: 3683.601318
	Iteration 48Q: 3 clusters Score -1.093888e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 58771 members 
Entering Unmasked Estep 
Score: -10938897.000000 Penalty: 3683.601318
	Iteration 49Q: 3 clusters Score -1.09389e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 58620 members 
Entering Unmasked Estep 
Score: -10938917.000000 Penalty: 3683.601318
	Iteration 50Q: 3 clusters Score -1.093892e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 58470 members 
Entering Unmasked Estep 
Score: -10938874.000000 Penalty: 3683.601318
	Iteration 51Q: 3 clusters Score -1.093887e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 58321 members 
Entering Unmasked Estep 
Score: -10938887.000000 Penalty: 3683.601318
	Iteration 52Q: 3 clusters Score -1.093889e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -10938852.000000 Penalty: 3683.601318
	Iteration 53Q: 3 clusters Score -1.093885e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 58025 members 
Entering Unmasked Estep 
Score: -10938847.000000 Penalty: 3683.601318
	Iteration 54Q: 3 clusters Score -1.093885e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 57900 members 
Entering Unmasked Estep 
Score: -10938843.000000 Penalty: 3683.601318
	Iteration 55Q: 3 clusters Score -1.093884e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 57784 members 
Entering Unmasked Estep 
Score: -10938864.000000 Penalty: 3683.601318
	Iteration 56Q: 3 clusters Score -1.093886e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 57658 members 
Entering Unmasked Estep 
Score: -10938842.000000 Penalty: 3683.601318
	Iteration 57Q: 3 clusters Score -1.093884e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 57548 members 
Entering Unmasked Estep 
Score: -10938841.000000 Penalty: 3683.601318
	Iteration 58Q: 3 clusters Score -1.093884e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 57432 members 
Entering Unmasked Estep 
Score: -10938807.000000 Penalty: 3683.601318
	Iteration 59Q: 3 clusters Score -1.093881e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 57298 members 
Entering Unmasked Estep 
Score: -10938796.000000 Penalty: 3683.601318
	Iteration 60F: 3 clusters Score -1.09388e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -10938763.000000 Penalty: 3683.601318
	Iteration 61Q: 3 clusters Score -1.093876e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -10938713.000000 Penalty: 3683.601318
	Iteration 62Q: 3 clusters Score -1.093871e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 56943 members 
Entering Unmasked Estep 
Score: -10938723.000000 Penalty: 3683.601318
	Iteration 63Q: 3 clusters Score -1.093872e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
Score: -10938687.000000 Penalty: 3683.601318
	Iteration 64Q: 3 clusters Score -1.093869e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 56672 members 
Entering Unmasked Estep 
Score: -10938692.000000 Penalty: 3683.601318
	Iteration 65Q: 3 clusters Score -1.093869e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 56536 members 
Entering Unmasked Estep 
Score: -10938690.000000 Penalty: 3683.601318
	Iteration 66Q: 3 clusters Score -1.093869e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 56378 members 
Entering Unmasked Estep 
Score: -10938685.000000 Penalty: 3683.601318
	Iteration 67Q: 3 clusters Score -1.093868e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 56203 members 
Entering Unmasked Estep 
Score: -10938680.000000 Penalty: 3683.601318
	Iteration 68Q: 3 clusters Score -1.093868e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -10938697.000000 Penalty: 3683.601318
	Iteration 69Q: 3 clusters Score -1.09387e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 55830 members 
Entering Unmasked Estep 
Score: -10938694.000000 Penalty: 3683.601318
	Iteration 70Q: 3 clusters Score -1.093869e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 55634 members 
Entering Unmasked Estep 
Score: -10938705.000000 Penalty: 3683.601318
	Iteration 71Q: 3 clusters Score -1.09387e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 55478 members 
Entering Unmasked Estep 
Score: -10938689.000000 Penalty: 3683.601318
	Iteration 72Q: 3 clusters Score -1.093869e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -10938696.000000 Penalty: 3683.601318
	Iteration 73Q: 3 clusters Score -1.09387e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 55181 members 
Entering Unmasked Estep 
Score: -10938708.000000 Penalty: 3683.601318
	Iteration 74Q: 3 clusters Score -1.093871e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -10938710.000000 Penalty: 3683.601318
	Iteration 75Q: 3 clusters Score -1.093871e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 54896 members 
Entering Unmasked Estep 
Score: -10938676.000000 Penalty: 3683.601318
	Iteration 76Q: 3 clusters Score -1.093868e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 54739 members 
Entering Unmasked Estep 
Score: -10938640.000000 Penalty: 3683.601318
	Iteration 77Q: 3 clusters Score -1.093864e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -10938589.000000 Penalty: 3683.601318
	Iteration 78Q: 3 clusters Score -1.093859e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -10938566.000000 Penalty: 3683.601318
	Iteration 79Q: 3 clusters Score -1.093857e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -10938550.000000 Penalty: 3683.601318
	Iteration 80F: 3 clusters Score -1.093855e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
Score: -10938547.000000 Penalty: 3683.601318
	Iteration 81Q: 3 clusters Score -1.093855e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 53861 members 
Entering Unmasked Estep 
Score: -10938505.000000 Penalty: 3683.601318
	Iteration 82Q: 3 clusters Score -1.09385e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -10938478.000000 Penalty: 3683.601318
	Iteration 83Q: 3 clusters Score -1.093848e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -10938471.000000 Penalty: 3683.601318
	Iteration 84Q: 3 clusters Score -1.093847e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 53360 members 
Entering Unmasked Estep 
Score: -10938438.000000 Penalty: 3683.601318
	Iteration 85Q: 3 clusters Score -1.093844e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
Score: -10938419.000000 Penalty: 3683.601318
	Iteration 86Q: 3 clusters Score -1.093842e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 52981 members 
Entering Unmasked Estep 
Score: -10938418.000000 Penalty: 3683.601318
	Iteration 87Q: 3 clusters Score -1.093842e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -10938467.000000 Penalty: 3683.601318
	Iteration 88Q: 3 clusters Score -1.093847e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -10938493.000000 Penalty: 3683.601318
	Iteration 89Q: 3 clusters Score -1.093849e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -10938454.000000 Penalty: 3683.601318
	Iteration 90Q: 3 clusters Score -1.093845e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -10938455.000000 Penalty: 3683.601318
	Iteration 91Q: 3 clusters Score -1.093846e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -10938457.000000 Penalty: 3683.601318
	Iteration 92Q: 3 clusters Score -1.093846e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -10938412.000000 Penalty: 3683.601318
	Iteration 93Q: 3 clusters Score -1.093841e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -10938428.000000 Penalty: 3683.601318
	Iteration 94Q: 3 clusters Score -1.093843e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -10938432.000000 Penalty: 3683.601318
	Iteration 95Q: 3 clusters Score -1.093843e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -10938414.000000 Penalty: 3683.601318
	Iteration 96Q: 3 clusters Score -1.093841e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -10938423.000000 Penalty: 3683.601318
	Iteration 97Q: 3 clusters Score -1.093842e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -10938375.000000 Penalty: 3683.601318
	Iteration 98Q: 3 clusters Score -1.093838e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -10938346.000000 Penalty: 3683.601318
	Iteration 99Q: 3 clusters Score -1.093835e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -10938302.000000 Penalty: 3683.601318
	Iteration 100F: 3 clusters Score -1.09383e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -10938304.000000 Penalty: 3683.601318
	Iteration 101Q: 3 clusters Score -1.09383e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -10938281.000000 Penalty: 3683.601318
	Iteration 102Q: 3 clusters Score -1.093828e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -10938275.000000 Penalty: 3683.601318
	Iteration 103Q: 3 clusters Score -1.093828e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -10938205.000000 Penalty: 3683.601318
	Iteration 104Q: 3 clusters Score -1.09382e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -10938182.000000 Penalty: 3683.601318
	Iteration 105Q: 3 clusters Score -1.093818e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -10938142.000000 Penalty: 3683.601318
	Iteration 106Q: 3 clusters Score -1.093814e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -10938113.000000 Penalty: 3683.601318
	Iteration 107Q: 3 clusters Score -1.093811e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -10938095.000000 Penalty: 3683.601318
	Iteration 108Q: 3 clusters Score -1.09381e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -10938069.000000 Penalty: 3683.601318
	Iteration 109Q: 3 clusters Score -1.093807e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -10938058.000000 Penalty: 3683.601318
	Iteration 110Q: 3 clusters Score -1.093806e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -10938098.000000 Penalty: 3683.601318
	Iteration 111Q: 3 clusters Score -1.09381e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -10938018.000000 Penalty: 3683.601318
	Iteration 112Q: 3 clusters Score -1.093802e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -10937954.000000 Penalty: 3683.601318
	Iteration 113Q: 3 clusters Score -1.093795e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -10937967.000000 Penalty: 3683.601318
	Iteration 114Q: 3 clusters Score -1.093797e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -10938002.000000 Penalty: 3683.601318
	Iteration 115Q: 3 clusters Score -1.0938e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -10938016.000000 Penalty: 3683.601318
	Iteration 116Q: 3 clusters Score -1.093802e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -10938012.000000 Penalty: 3683.601318
	Iteration 117Q: 3 clusters Score -1.093801e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -10937964.000000 Penalty: 3683.601318
	Iteration 118Q: 3 clusters Score -1.093796e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -10937974.000000 Penalty: 3683.601318
	Iteration 119Q: 3 clusters Score -1.093797e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -10938038.000000 Penalty: 3683.601318
	Iteration 120F: 3 clusters Score -1.093804e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -10938124.000000 Penalty: 3683.601318
	Iteration 121Q: 3 clusters Score -1.093812e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -10938203.000000 Penalty: 3683.601318
	Iteration 122Q: 3 clusters Score -1.09382e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -10938363.000000 Penalty: 3683.601318
	Iteration 123Q: 3 clusters Score -1.093836e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -10938467.000000 Penalty: 3683.601318
	Iteration 124Q: 3 clusters Score -1.093847e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -10938581.000000 Penalty: 3683.601318
	Iteration 125Q: 3 clusters Score -1.093858e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -10938664.000000 Penalty: 3683.601318
	Iteration 126Q: 3 clusters Score -1.093866e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -10938771.000000 Penalty: 3683.601318
	Iteration 127Q: 3 clusters Score -1.093877e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58135 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -10938876.000000 Penalty: 3683.601318
	Iteration 128Q: 3 clusters Score -1.093888e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60903 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -10939091.000000 Penalty: 3683.601318
	Iteration 129Q: 3 clusters Score -1.093909e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -10939263.000000 Penalty: 3683.601318
	Iteration 130Q: 3 clusters Score -1.093926e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67501 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -10939406.000000 Penalty: 3683.601318
	Iteration 131Q: 3 clusters Score -1.093941e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -10939544.000000 Penalty: 3683.601318
	Iteration 132Q: 3 clusters Score -1.093954e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73876 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -10939658.000000 Penalty: 3683.601318
	Iteration 133Q: 3 clusters Score -1.093966e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -10939688.000000 Penalty: 3683.601318
	Iteration 134Q: 3 clusters Score -1.093969e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77603 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -10939764.000000 Penalty: 3683.601318
	Iteration 135Q: 3 clusters Score -1.093976e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78762 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -10939860.000000 Penalty: 3683.601318
	Iteration 136Q: 3 clusters Score -1.093986e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -10939962.000000 Penalty: 3683.601318
	Iteration 137Q: 3 clusters Score -1.093996e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80162 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -10940070.000000 Penalty: 3683.601318
	Iteration 138Q: 3 clusters Score -1.094007e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80617 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -10940198.000000 Penalty: 3683.601318
	Iteration 139Q: 3 clusters Score -1.09402e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80983 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -10941476.000000 Penalty: 3683.601318
	Iteration 140F: 3 clusters Score -1.094148e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82441 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -10941786.000000 Penalty: 3683.601318
	Iteration 141Q: 3 clusters Score -1.094179e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82999 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -10941897.000000 Penalty: 3683.601318
	Iteration 142Q: 3 clusters Score -1.09419e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83202 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -10942012.000000 Penalty: 3683.601318
	Iteration 143Q: 3 clusters Score -1.094201e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83276 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10942084.000000 Penalty: 3683.601318
	Iteration 144Q: 3 clusters Score -1.094208e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83309 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10942131.000000 Penalty: 3683.601318
	Iteration 145Q: 3 clusters Score -1.094213e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83324 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -10942141.000000 Penalty: 3683.601318
	Iteration 146Q: 3 clusters Score -1.094214e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83334 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10942169.000000 Penalty: 3683.601318
	Iteration 147Q: 3 clusters Score -1.094217e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83343 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10942193.000000 Penalty: 3683.601318
	Iteration 148Q: 3 clusters Score -1.094219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83340 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10942187.000000 Penalty: 3683.601318
	Iteration 149Q: 3 clusters Score -1.094219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83341 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10942192.000000 Penalty: 3683.601318
	Iteration 150Q: 3 clusters Score -1.094219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83343 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10942191.000000 Penalty: 3683.601318
	Iteration 151Q: 3 clusters Score -1.094219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83343 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10942194.000000 Penalty: 3683.601318
	Iteration 152Q: 3 clusters Score -1.094219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83343 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10942196.000000 Penalty: 3683.601318
	Iteration 153Q: 3 clusters Score -1.09422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83344 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10942200.000000 Penalty: 3683.601318
	Iteration 154Q: 3 clusters Score -1.09422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83345 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10942205.000000 Penalty: 3683.601318
	Iteration 155Q: 3 clusters Score -1.09422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83347 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10942206.000000 Penalty: 3683.601318
	Iteration 156Q: 3 clusters Score -1.094221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83349 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10942206.000000 Penalty: 3683.601318
	Iteration 157Q: 3 clusters Score -1.094221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83350 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10942209.000000 Penalty: 3683.601318
	Iteration 158Q: 3 clusters Score -1.094221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83351 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10942214.000000 Penalty: 3683.601318
	Iteration 159Q: 3 clusters Score -1.094221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83351 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -10942214.000000 Penalty: 3683.601318
	Iteration 160F: 3 clusters Score -1.094221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -117946.476562 Penalty: 1113.317505
	Iteration 0F: 2 clusters Score -117946.5 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 466 members 
Entering Unmasked Estep 
Score: -116559.242188 Penalty: 2226.635010
	Iteration 0F: 3 clusters Score -116559.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -116798.406250 Penalty: 2226.635010
	Iteration 1F: 3 clusters Score -116798.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -116872.843750 Penalty: 2226.635010
	Iteration 2F: 3 clusters Score -116872.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -116900.546875 Penalty: 2226.635010
	Iteration 3Q: 3 clusters Score -116900.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -116923.765625 Penalty: 2226.635010
	Iteration 4Q: 3 clusters Score -116923.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -116940.335938 Penalty: 2226.635010
	Iteration 5Q: 3 clusters Score -116940.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -116965.312500 Penalty: 2226.635010
	Iteration 6Q: 3 clusters Score -116965.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -116986.242188 Penalty: 2226.635010
	Iteration 7Q: 3 clusters Score -116986.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -117013.023438 Penalty: 2226.635010
	Iteration 8Q: 3 clusters Score -117013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -117027.351562 Penalty: 2226.635010
	Iteration 9Q: 3 clusters Score -117027.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -117035.750000 Penalty: 2226.635010
	Iteration 10Q: 3 clusters Score -117035.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -117048.664062 Penalty: 2226.635010
	Iteration 11Q: 3 clusters Score -117048.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -117059.570312 Penalty: 2226.635010
	Iteration 12Q: 3 clusters Score -117059.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -117065.343750 Penalty: 2226.635010
	Iteration 13Q: 3 clusters Score -117065.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -117072.101562 Penalty: 2226.635010
	Iteration 14Q: 3 clusters Score -117072.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -117074.632812 Penalty: 2226.635010
	Iteration 15Q: 3 clusters Score -117074.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -117076.046875 Penalty: 2226.635010
	Iteration 16Q: 3 clusters Score -117076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -117079.148438 Penalty: 2226.635010
	Iteration 17Q: 3 clusters Score -117079.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -117081.718750 Penalty: 2226.635010
	Iteration 18Q: 3 clusters Score -117081.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -117084.101562 Penalty: 2226.635010
	Iteration 19Q: 3 clusters Score -117084.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -117087.757812 Penalty: 2226.635010
	Iteration 20F: 3 clusters Score -117087.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -117092.054688 Penalty: 2226.635010
	Iteration 21Q: 3 clusters Score -117092.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -117095.539062 Penalty: 2226.635010
	Iteration 22Q: 3 clusters Score -117095.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -117098.328125 Penalty: 2226.635010
	Iteration 23Q: 3 clusters Score -117098.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -117098.328125 Penalty: 2226.635010
	Iteration 24F: 3 clusters Score -117098.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Entering Unmasked Estep 
Score: -3336374.750000 Penalty: 1648.744507
	Iteration 0F: 2 clusters Score -3336375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -3319188.750000 Penalty: 3297.489014
	Iteration 0F: 3 clusters Score -3319189 nChanged 11668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3325507.750000 Penalty: 3297.489014
	Iteration 1F: 3 clusters Score -3325508 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -3325953.250000 Penalty: 3297.489014
	Iteration 2Q: 3 clusters Score -3325953 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -3326384.250000 Penalty: 3297.489014
	Iteration 3Q: 3 clusters Score -3326384 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -3326861.250000 Penalty: 3297.489014
	Iteration 4Q: 3 clusters Score -3326861 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -3327363.500000 Penalty: 3297.489014
	Iteration 5Q: 3 clusters Score -3327364 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -3327995.000000 Penalty: 3297.489014
	Iteration 6Q: 3 clusters Score -3327995 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -3328844.250000 Penalty: 3297.489014
	Iteration 7F: 3 clusters Score -3328844 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -3329828.250000 Penalty: 3297.489014
	Iteration 8F: 3 clusters Score -3329828 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -3330721.500000 Penalty: 3297.489014
	Iteration 9F: 3 clusters Score -3330722 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -3331283.000000 Penalty: 3297.489014
	Iteration 10Q: 3 clusters Score -3331283 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -3331524.000000 Penalty: 3297.489014
	Iteration 11Q: 3 clusters Score -3331524 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -3331618.000000 Penalty: 3297.489014
	Iteration 12Q: 3 clusters Score -3331618 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -3331686.750000 Penalty: 3297.489014
	Iteration 13Q: 3 clusters Score -3331687 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -3331736.500000 Penalty: 3297.489014
	Iteration 14Q: 3 clusters Score -3331736 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -3331791.250000 Penalty: 3297.489014
	Iteration 15Q: 3 clusters Score -3331791 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -3331827.750000 Penalty: 3297.489014
	Iteration 16Q: 3 clusters Score -3331828 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -3331856.500000 Penalty: 3297.489014
	Iteration 17Q: 3 clusters Score -3331856 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -3331905.250000 Penalty: 3297.489014
	Iteration 18Q: 3 clusters Score -3331905 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -3331931.250000 Penalty: 3297.489014
	Iteration 19Q: 3 clusters Score -3331931 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -3331984.000000 Penalty: 3297.489014
	Iteration 20F: 3 clusters Score -3331984 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -3332024.750000 Penalty: 3297.489014
	Iteration 21Q: 3 clusters Score -3332025 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -3332085.000000 Penalty: 3297.489014
	Iteration 22Q: 3 clusters Score -3332085 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -3332136.500000 Penalty: 3297.489014
	Iteration 23Q: 3 clusters Score -3332136 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -3332175.750000 Penalty: 3297.489014
	Iteration 24Q: 3 clusters Score -3332176 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -3332235.500000 Penalty: 3297.489014
	Iteration 25Q: 3 clusters Score -3332236 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -3332278.500000 Penalty: 3297.489014
	Iteration 26Q: 3 clusters Score -3332278 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -3332347.000000 Penalty: 3297.489014
	Iteration 27Q: 3 clusters Score -3332347 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -3332417.500000 Penalty: 3297.489014
	Iteration 28Q: 3 clusters Score -3332418 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -3332492.750000 Penalty: 3297.489014
	Iteration 29Q: 3 clusters Score -3332493 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -3332552.750000 Penalty: 3297.489014
	Iteration 30Q: 3 clusters Score -3332553 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -3332622.250000 Penalty: 3297.489014
	Iteration 31Q: 3 clusters Score -3332622 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -3332696.500000 Penalty: 3297.489014
	Iteration 32Q: 3 clusters Score -3332696 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -3332756.750000 Penalty: 3297.489014
	Iteration 33Q: 3 clusters Score -3332757 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -3332841.000000 Penalty: 3297.489014
	Iteration 34Q: 3 clusters Score -3332841 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -3332922.500000 Penalty: 3297.489014
	Iteration 35Q: 3 clusters Score -3332922 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -3332995.500000 Penalty: 3297.489014
	Iteration 36Q: 3 clusters Score -3332996 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -3333058.750000 Penalty: 3297.489014
	Iteration 37Q: 3 clusters Score -3333059 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -3333164.250000 Penalty: 3297.489014
	Iteration 38Q: 3 clusters Score -3333164 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -3333221.000000 Penalty: 3297.489014
	Iteration 39Q: 3 clusters Score -3333221 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -3333268.000000 Penalty: 3297.489014
	Iteration 40F: 3 clusters Score -3333268 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -3333316.500000 Penalty: 3297.489014
	Iteration 41Q: 3 clusters Score -3333316 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -3333367.750000 Penalty: 3297.489014
	Iteration 42Q: 3 clusters Score -3333368 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -3333411.500000 Penalty: 3297.489014
	Iteration 43Q: 3 clusters Score -3333412 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -3333461.000000 Penalty: 3297.489014
	Iteration 44Q: 3 clusters Score -3333461 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -3333501.750000 Penalty: 3297.489014
	Iteration 45Q: 3 clusters Score -3333502 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -3333555.500000 Penalty: 3297.489014
	Iteration 46Q: 3 clusters Score -3333556 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -3333596.250000 Penalty: 3297.489014
	Iteration 47Q: 3 clusters Score -3333596 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -3333669.250000 Penalty: 3297.489014
	Iteration 48Q: 3 clusters Score -3333669 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3333727.500000 Penalty: 3297.489014
	Iteration 49Q: 3 clusters Score -3333728 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -3333801.750000 Penalty: 3297.489014
	Iteration 50Q: 3 clusters Score -3333802 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -3333876.250000 Penalty: 3297.489014
	Iteration 51Q: 3 clusters Score -3333876 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -3333929.750000 Penalty: 3297.489014
	Iteration 52Q: 3 clusters Score -3333930 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3333999.000000 Penalty: 3297.489014
	Iteration 53Q: 3 clusters Score -3333999 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -3334058.750000 Penalty: 3297.489014
	Iteration 54Q: 3 clusters Score -3334059 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3334131.500000 Penalty: 3297.489014
	Iteration 55Q: 3 clusters Score -3334132 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3334193.000000 Penalty: 3297.489014
	Iteration 56Q: 3 clusters Score -3334193 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3334257.000000 Penalty: 3297.489014
	Iteration 57Q: 3 clusters Score -3334257 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3334294.250000 Penalty: 3297.489014
	Iteration 58Q: 3 clusters Score -3334294 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3334333.750000 Penalty: 3297.489014
	Iteration 59Q: 3 clusters Score -3334334 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3334382.500000 Penalty: 3297.489014
	Iteration 60F: 3 clusters Score -3334382 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -3334416.250000 Penalty: 3297.489014
	Iteration 61Q: 3 clusters Score -3334416 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3334449.750000 Penalty: 3297.489014
	Iteration 62Q: 3 clusters Score -3334450 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3334473.250000 Penalty: 3297.489014
	Iteration 63Q: 3 clusters Score -3334473 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3334515.000000 Penalty: 3297.489014
	Iteration 64Q: 3 clusters Score -3334515 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3334545.250000 Penalty: 3297.489014
	Iteration 65Q: 3 clusters Score -3334545 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3334584.500000 Penalty: 3297.489014
	Iteration 66Q: 3 clusters Score -3334584 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3334622.250000 Penalty: 3297.489014
	Iteration 67Q: 3 clusters Score -3334622 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3334647.250000 Penalty: 3297.489014
	Iteration 68Q: 3 clusters Score -3334647 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3334679.000000 Penalty: 3297.489014
	Iteration 69Q: 3 clusters Score -3334679 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3334705.000000 Penalty: 3297.489014
	Iteration 70Q: 3 clusters Score -3334705 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3334732.750000 Penalty: 3297.489014
	Iteration 71Q: 3 clusters Score -3334733 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3334739.250000 Penalty: 3297.489014
	Iteration 72Q: 3 clusters Score -3334739 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3334757.250000 Penalty: 3297.489014
	Iteration 73Q: 3 clusters Score -3334757 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3334767.500000 Penalty: 3297.489014
	Iteration 74Q: 3 clusters Score -3334768 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3334779.750000 Penalty: 3297.489014
	Iteration 75Q: 3 clusters Score -3334780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3334784.750000 Penalty: 3297.489014
	Iteration 76Q: 3 clusters Score -3334785 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3334801.500000 Penalty: 3297.489014
	Iteration 77Q: 3 clusters Score -3334802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3334813.000000 Penalty: 3297.489014
	Iteration 78Q: 3 clusters Score -3334813 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3334832.250000 Penalty: 3297.489014
	Iteration 79Q: 3 clusters Score -3334832 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3334838.750000 Penalty: 3297.489014
	Iteration 80F: 3 clusters Score -3334839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3334844.500000 Penalty: 3297.489014
	Iteration 81Q: 3 clusters Score -3334844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3334848.000000 Penalty: 3297.489014
	Iteration 82Q: 3 clusters Score -3334848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3334850.250000 Penalty: 3297.489014
	Iteration 83Q: 3 clusters Score -3334850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3334849.000000 Penalty: 3297.489014
	Iteration 84Q: 3 clusters Score -3334849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3334853.500000 Penalty: 3297.489014
	Iteration 85Q: 3 clusters Score -3334854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3334861.000000 Penalty: 3297.489014
	Iteration 86Q: 3 clusters Score -3334861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3334859.250000 Penalty: 3297.489014
	Iteration 87Q: 3 clusters Score -3334859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3334857.750000 Penalty: 3297.489014
	Iteration 88Q: 3 clusters Score -3334858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -3334871.750000 Penalty: 3297.489014
	Iteration 89Q: 3 clusters Score -3334872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3334872.250000 Penalty: 3297.489014
	Iteration 90Q: 3 clusters Score -3334872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3334879.750000 Penalty: 3297.489014
	Iteration 91Q: 3 clusters Score -3334880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3334881.500000 Penalty: 3297.489014
	Iteration 92Q: 3 clusters Score -3334882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3334895.500000 Penalty: 3297.489014
	Iteration 93Q: 3 clusters Score -3334896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3334898.250000 Penalty: 3297.489014
	Iteration 94Q: 3 clusters Score -3334898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3334909.750000 Penalty: 3297.489014
	Iteration 95Q: 3 clusters Score -3334910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3334913.000000 Penalty: 3297.489014
	Iteration 96Q: 3 clusters Score -3334913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3334921.000000 Penalty: 3297.489014
	Iteration 97Q: 3 clusters Score -3334921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3334926.750000 Penalty: 3297.489014
	Iteration 98Q: 3 clusters Score -3334927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3334929.750000 Penalty: 3297.489014
	Iteration 99Q: 3 clusters Score -3334930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3334944.000000 Penalty: 3297.489014
	Iteration 100F: 3 clusters Score -3334944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3334958.250000 Penalty: 3297.489014
	Iteration 101Q: 3 clusters Score -3334958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3334968.250000 Penalty: 3297.489014
	Iteration 102Q: 3 clusters Score -3334968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3334976.250000 Penalty: 3297.489014
	Iteration 103Q: 3 clusters Score -3334976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3334982.000000 Penalty: 3297.489014
	Iteration 104Q: 3 clusters Score -3334982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3334986.250000 Penalty: 3297.489014
	Iteration 105Q: 3 clusters Score -3334986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3334985.250000 Penalty: 3297.489014
	Iteration 106Q: 3 clusters Score -3334985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3334986.750000 Penalty: 3297.489014
	Iteration 107Q: 3 clusters Score -3334987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3334986.500000 Penalty: 3297.489014
	Iteration 108Q: 3 clusters Score -3334986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3334987.000000 Penalty: 3297.489014
	Iteration 109Q: 3 clusters Score -3334987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3334993.000000 Penalty: 3297.489014
	Iteration 110Q: 3 clusters Score -3334993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3334991.500000 Penalty: 3297.489014
	Iteration 111Q: 3 clusters Score -3334992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3334992.500000 Penalty: 3297.489014
	Iteration 112Q: 3 clusters Score -3334992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3334991.000000 Penalty: 3297.489014
	Iteration 113Q: 3 clusters Score -3334991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3334991.000000 Penalty: 3297.489014
	Iteration 114F: 3 clusters Score -3334991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Entering Unmasked Estep 
Score: -1347801.625000 Penalty: 1501.325806
	Iteration 0F: 2 clusters Score -1347802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1340385.000000 Penalty: 3002.651611
	Iteration 0F: 3 clusters Score -1340385 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1342888.125000 Penalty: 3002.651611
	Iteration 1F: 3 clusters Score -1342888 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1343156.250000 Penalty: 3002.651611
	Iteration 2F: 3 clusters Score -1343156 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1343373.875000 Penalty: 3002.651611
	Iteration 3F: 3 clusters Score -1343374 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1343562.250000 Penalty: 3002.651611
	Iteration 4Q: 3 clusters Score -1343562 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1343781.250000 Penalty: 3002.651611
	Iteration 5Q: 3 clusters Score -1343781 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1344023.125000 Penalty: 3002.651611
	Iteration 6Q: 3 clusters Score -1344023 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1344305.125000 Penalty: 3002.651611
	Iteration 7Q: 3 clusters Score -1344305 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1344594.750000 Penalty: 3002.651611
	Iteration 8Q: 3 clusters Score -1344595 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1344914.875000 Penalty: 3002.651611
	Iteration 9Q: 3 clusters Score -1344915 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1345218.875000 Penalty: 3002.651611
	Iteration 10Q: 3 clusters Score -1345219 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1345513.500000 Penalty: 3002.651611
	Iteration 11Q: 3 clusters Score -1345514 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1345690.500000 Penalty: 3002.651611
	Iteration 12Q: 3 clusters Score -1345690 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1345788.750000 Penalty: 3002.651611
	Iteration 13Q: 3 clusters Score -1345789 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1345854.875000 Penalty: 3002.651611
	Iteration 14Q: 3 clusters Score -1345855 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1345910.625000 Penalty: 3002.651611
	Iteration 15Q: 3 clusters Score -1345911 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1345947.750000 Penalty: 3002.651611
	Iteration 16Q: 3 clusters Score -1345948 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1345977.750000 Penalty: 3002.651611
	Iteration 17Q: 3 clusters Score -1345978 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1346006.875000 Penalty: 3002.651611
	Iteration 18Q: 3 clusters Score -1346007 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1346051.375000 Penalty: 3002.651611
	Iteration 19Q: 3 clusters Score -1346051 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1346080.875000 Penalty: 3002.651611
	Iteration 20F: 3 clusters Score -1346081 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1346112.625000 Penalty: 3002.651611
	Iteration 21Q: 3 clusters Score -1346113 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1346137.250000 Penalty: 3002.651611
	Iteration 22Q: 3 clusters Score -1346137 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1346162.375000 Penalty: 3002.651611
	Iteration 23Q: 3 clusters Score -1346162 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1346178.750000 Penalty: 3002.651611
	Iteration 24Q: 3 clusters Score -1346179 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1346193.625000 Penalty: 3002.651611
	Iteration 25Q: 3 clusters Score -1346194 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1346210.750000 Penalty: 3002.651611
	Iteration 26Q: 3 clusters Score -1346211 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1346217.500000 Penalty: 3002.651611
	Iteration 27Q: 3 clusters Score -1346218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1346227.750000 Penalty: 3002.651611
	Iteration 28Q: 3 clusters Score -1346228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1346235.125000 Penalty: 3002.651611
	Iteration 29Q: 3 clusters Score -1346235 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1346238.500000 Penalty: 3002.651611
	Iteration 30Q: 3 clusters Score -1346238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1346244.625000 Penalty: 3002.651611
	Iteration 31Q: 3 clusters Score -1346245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1346246.500000 Penalty: 3002.651611
	Iteration 32Q: 3 clusters Score -1346246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1346250.125000 Penalty: 3002.651611
	Iteration 33Q: 3 clusters Score -1346250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1346258.000000 Penalty: 3002.651611
	Iteration 34Q: 3 clusters Score -1346258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1346262.625000 Penalty: 3002.651611
	Iteration 35Q: 3 clusters Score -1346263 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1346267.250000 Penalty: 3002.651611
	Iteration 36Q: 3 clusters Score -1346267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1346276.750000 Penalty: 3002.651611
	Iteration 37Q: 3 clusters Score -1346277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1346283.000000 Penalty: 3002.651611
	Iteration 38Q: 3 clusters Score -1346283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1346285.000000 Penalty: 3002.651611
	Iteration 39Q: 3 clusters Score -1346285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1346289.750000 Penalty: 3002.651611
	Iteration 40F: 3 clusters Score -1346290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1346293.625000 Penalty: 3002.651611
	Iteration 41Q: 3 clusters Score -1346294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1346298.250000 Penalty: 3002.651611
	Iteration 42Q: 3 clusters Score -1346298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1346299.750000 Penalty: 3002.651611
	Iteration 43Q: 3 clusters Score -1346300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1346304.750000 Penalty: 3002.651611
	Iteration 44Q: 3 clusters Score -1346305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1346308.500000 Penalty: 3002.651611
	Iteration 45Q: 3 clusters Score -1346308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1346309.125000 Penalty: 3002.651611
	Iteration 46Q: 3 clusters Score -1346309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1346308.500000 Penalty: 3002.651611
	Iteration 47Q: 3 clusters Score -1346308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1346317.250000 Penalty: 3002.651611
	Iteration 48Q: 3 clusters Score -1346317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1346319.250000 Penalty: 3002.651611
	Iteration 49Q: 3 clusters Score -1346319 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1346327.375000 Penalty: 3002.651611
	Iteration 50Q: 3 clusters Score -1346327 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1346333.875000 Penalty: 3002.651611
	Iteration 51Q: 3 clusters Score -1346334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1346349.000000 Penalty: 3002.651611
	Iteration 52Q: 3 clusters Score -1346349 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1346356.375000 Penalty: 3002.651611
	Iteration 53Q: 3 clusters Score -1346356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1346360.125000 Penalty: 3002.651611
	Iteration 54Q: 3 clusters Score -1346360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1346364.000000 Penalty: 3002.651611
	Iteration 55Q: 3 clusters Score -1346364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1346370.625000 Penalty: 3002.651611
	Iteration 56Q: 3 clusters Score -1346371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1346379.500000 Penalty: 3002.651611
	Iteration 57Q: 3 clusters Score -1346380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1346384.625000 Penalty: 3002.651611
	Iteration 58Q: 3 clusters Score -1346385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1346391.875000 Penalty: 3002.651611
	Iteration 59Q: 3 clusters Score -1346392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1346399.000000 Penalty: 3002.651611
	Iteration 60F: 3 clusters Score -1346399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1346404.125000 Penalty: 3002.651611
	Iteration 61Q: 3 clusters Score -1346404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1346408.250000 Penalty: 3002.651611
	Iteration 62Q: 3 clusters Score -1346408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1346419.750000 Penalty: 3002.651611
	Iteration 63Q: 3 clusters Score -1346420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1346432.000000 Penalty: 3002.651611
	Iteration 64Q: 3 clusters Score -1346432 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1346440.125000 Penalty: 3002.651611
	Iteration 65Q: 3 clusters Score -1346440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1346458.750000 Penalty: 3002.651611
	Iteration 66Q: 3 clusters Score -1346459 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1346467.625000 Penalty: 3002.651611
	Iteration 67Q: 3 clusters Score -1346468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1346478.250000 Penalty: 3002.651611
	Iteration 68Q: 3 clusters Score -1346478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1346483.250000 Penalty: 3002.651611
	Iteration 69Q: 3 clusters Score -1346483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1346490.375000 Penalty: 3002.651611
	Iteration 70Q: 3 clusters Score -1346490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1346495.125000 Penalty: 3002.651611
	Iteration 71Q: 3 clusters Score -1346495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1346499.250000 Penalty: 3002.651611
	Iteration 72Q: 3 clusters Score -1346499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1346504.500000 Penalty: 3002.651611
	Iteration 73Q: 3 clusters Score -1346504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1346512.750000 Penalty: 3002.651611
	Iteration 74Q: 3 clusters Score -1346513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1346516.000000 Penalty: 3002.651611
	Iteration 75Q: 3 clusters Score -1346516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1346520.500000 Penalty: 3002.651611
	Iteration 76Q: 3 clusters Score -1346520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1346529.625000 Penalty: 3002.651611
	Iteration 77Q: 3 clusters Score -1346530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1346536.875000 Penalty: 3002.651611
	Iteration 78Q: 3 clusters Score -1346537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1346543.500000 Penalty: 3002.651611
	Iteration 79Q: 3 clusters Score -1346544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1346545.000000 Penalty: 3002.651611
	Iteration 80F: 3 clusters Score -1346545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1346546.375000 Penalty: 3002.651611
	Iteration 81Q: 3 clusters Score -1346546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1346549.750000 Penalty: 3002.651611
	Iteration 82Q: 3 clusters Score -1346550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1346554.500000 Penalty: 3002.651611
	Iteration 83Q: 3 clusters Score -1346554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1346558.625000 Penalty: 3002.651611
	Iteration 84Q: 3 clusters Score -1346559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1346561.000000 Penalty: 3002.651611
	Iteration 85Q: 3 clusters Score -1346561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1346561.750000 Penalty: 3002.651611
	Iteration 86Q: 3 clusters Score -1346562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1346562.125000 Penalty: 3002.651611
	Iteration 87Q: 3 clusters Score -1346562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1346565.000000 Penalty: 3002.651611
	Iteration 88Q: 3 clusters Score -1346565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1346566.125000 Penalty: 3002.651611
	Iteration 89Q: 3 clusters Score -1346566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1346568.875000 Penalty: 3002.651611
	Iteration 90Q: 3 clusters Score -1346569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1346570.750000 Penalty: 3002.651611
	Iteration 91Q: 3 clusters Score -1346571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1346572.000000 Penalty: 3002.651611
	Iteration 92Q: 3 clusters Score -1346572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1346573.500000 Penalty: 3002.651611
	Iteration 93Q: 3 clusters Score -1346574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1346573.625000 Penalty: 3002.651611
	Iteration 94Q: 3 clusters Score -1346574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1346576.875000 Penalty: 3002.651611
	Iteration 95Q: 3 clusters Score -1346577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1346577.750000 Penalty: 3002.651611
	Iteration 96Q: 3 clusters Score -1346578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1346578.625000 Penalty: 3002.651611
	Iteration 97Q: 3 clusters Score -1346579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1346581.750000 Penalty: 3002.651611
	Iteration 98Q: 3 clusters Score -1346582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1346584.125000 Penalty: 3002.651611
	Iteration 99Q: 3 clusters Score -1346584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1346585.500000 Penalty: 3002.651611
	Iteration 100F: 3 clusters Score -1346586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1346588.000000 Penalty: 3002.651611
	Iteration 101Q: 3 clusters Score -1346588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1346588.000000 Penalty: 3002.651611
	Iteration 102Q: 3 clusters Score -1346588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1346590.875000 Penalty: 3002.651611
	Iteration 103Q: 3 clusters Score -1346591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1346593.875000 Penalty: 3002.651611
	Iteration 104Q: 3 clusters Score -1346594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1346592.125000 Penalty: 3002.651611
	Iteration 105Q: 3 clusters Score -1346592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1346594.000000 Penalty: 3002.651611
	Iteration 106Q: 3 clusters Score -1346594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1346594.000000 Penalty: 3002.651611
	Iteration 107F: 3 clusters Score -1346594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Entering Unmasked Estep 
Score: -365406.406250 Penalty: 1298.963257
	Iteration 0F: 2 clusters Score -365406.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -362689.875000 Penalty: 2597.926514
	Iteration 0F: 3 clusters Score -362689.9 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -363373.656250 Penalty: 2597.926514
	Iteration 1F: 3 clusters Score -363373.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -363516.250000 Penalty: 2597.926514
	Iteration 2F: 3 clusters Score -363516.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -363628.031250 Penalty: 2597.926514
	Iteration 3F: 3 clusters Score -363628 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -363817.406250 Penalty: 2597.926514
	Iteration 4Q: 3 clusters Score -363817.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -363994.062500 Penalty: 2597.926514
	Iteration 5F: 3 clusters Score -363994.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -364147.656250 Penalty: 2597.926514
	Iteration 6F: 3 clusters Score -364147.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -364259.562500 Penalty: 2597.926514
	Iteration 7F: 3 clusters Score -364259.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -364363.562500 Penalty: 2597.926514
	Iteration 8Q: 3 clusters Score -364363.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -364443.093750 Penalty: 2597.926514
	Iteration 9Q: 3 clusters Score -364443.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -364509.343750 Penalty: 2597.926514
	Iteration 10Q: 3 clusters Score -364509.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -364551.937500 Penalty: 2597.926514
	Iteration 11Q: 3 clusters Score -364551.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -364589.187500 Penalty: 2597.926514
	Iteration 12Q: 3 clusters Score -364589.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -364622.562500 Penalty: 2597.926514
	Iteration 13Q: 3 clusters Score -364622.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -364649.937500 Penalty: 2597.926514
	Iteration 14Q: 3 clusters Score -364649.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -364668.812500 Penalty: 2597.926514
	Iteration 15Q: 3 clusters Score -364668.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -364679.687500 Penalty: 2597.926514
	Iteration 16Q: 3 clusters Score -364679.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -364685.968750 Penalty: 2597.926514
	Iteration 17Q: 3 clusters Score -364686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -364693.093750 Penalty: 2597.926514
	Iteration 18Q: 3 clusters Score -364693.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -364698.250000 Penalty: 2597.926514
	Iteration 19Q: 3 clusters Score -364698.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -364706.218750 Penalty: 2597.926514
	Iteration 20F: 3 clusters Score -364706.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -364715.468750 Penalty: 2597.926514
	Iteration 21Q: 3 clusters Score -364715.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -364726.343750 Penalty: 2597.926514
	Iteration 22Q: 3 clusters Score -364726.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -364737.656250 Penalty: 2597.926514
	Iteration 23Q: 3 clusters Score -364737.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -364751.968750 Penalty: 2597.926514
	Iteration 24Q: 3 clusters Score -364752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -364762.406250 Penalty: 2597.926514
	Iteration 25Q: 3 clusters Score -364762.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -364770.500000 Penalty: 2597.926514
	Iteration 26Q: 3 clusters Score -364770.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -364776.062500 Penalty: 2597.926514
	Iteration 27Q: 3 clusters Score -364776.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -364783.937500 Penalty: 2597.926514
	Iteration 28Q: 3 clusters Score -364783.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -364787.875000 Penalty: 2597.926514
	Iteration 29Q: 3 clusters Score -364787.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -364792.968750 Penalty: 2597.926514
	Iteration 30Q: 3 clusters Score -364793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -364794.031250 Penalty: 2597.926514
	Iteration 31Q: 3 clusters Score -364794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -364795.156250 Penalty: 2597.926514
	Iteration 32Q: 3 clusters Score -364795.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -364797.812500 Penalty: 2597.926514
	Iteration 33Q: 3 clusters Score -364797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -364798.218750 Penalty: 2597.926514
	Iteration 34Q: 3 clusters Score -364798.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -364798.218750 Penalty: 2597.926514
	Iteration 35F: 3 clusters Score -364798.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62001 members 
Entering Unmasked Estep 
Score: -8178333.000000 Penalty: 1793.172119
	Iteration 0F: 2 clusters Score -8178333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -8145668.500000 Penalty: 3586.344238
	Iteration 0F: 3 clusters Score -8145668 nChanged 29098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -8162316.000000 Penalty: 3586.344238
	Iteration 1F: 3 clusters Score -8162316 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -8163231.500000 Penalty: 3586.344238
	Iteration 2Q: 3 clusters Score -8163232 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -8164811.500000 Penalty: 3586.344238
	Iteration 3F: 3 clusters Score -8164812 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -8167529.000000 Penalty: 3586.344238
	Iteration 4F: 3 clusters Score -8167529 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -8171122.000000 Penalty: 3586.344238
	Iteration 5F: 3 clusters Score -8171122 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -8173440.500000 Penalty: 3586.344238
	Iteration 6F: 3 clusters Score -8173440 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 58249 members 
Entering Unmasked Estep 
Score: -8175005.500000 Penalty: 3586.344238
	Iteration 7F: 3 clusters Score -8175006 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -8175863.000000 Penalty: 3586.344238
	Iteration 8Q: 3 clusters Score -8175863 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 60987 members 
Entering Unmasked Estep 
Score: -8176335.500000 Penalty: 3586.344238
	Iteration 9Q: 3 clusters Score -8176336 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -8176517.000000 Penalty: 3586.344238
	Iteration 10Q: 3 clusters Score -8176517 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 61478 members 
Entering Unmasked Estep 
Score: -8176621.500000 Penalty: 3586.344238
	Iteration 11Q: 3 clusters Score -8176622 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 61552 members 
Entering Unmasked Estep 
Score: -8176670.500000 Penalty: 3586.344238
	Iteration 12Q: 3 clusters Score -8176670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 61593 members 
Entering Unmasked Estep 
Score: -8176709.500000 Penalty: 3586.344238
	Iteration 13Q: 3 clusters Score -8176710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 61618 members 
Entering Unmasked Estep 
Score: -8176749.500000 Penalty: 3586.344238
	Iteration 14Q: 3 clusters Score -8176750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 61638 members 
Entering Unmasked Estep 
Score: -8176770.500000 Penalty: 3586.344238
	Iteration 15Q: 3 clusters Score -8176770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 61654 members 
Entering Unmasked Estep 
Score: -8176791.500000 Penalty: 3586.344238
	Iteration 16Q: 3 clusters Score -8176792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 61663 members 
Entering Unmasked Estep 
Score: -8176803.500000 Penalty: 3586.344238
	Iteration 17Q: 3 clusters Score -8176804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 61671 members 
Entering Unmasked Estep 
Score: -8176823.000000 Penalty: 3586.344238
	Iteration 18Q: 3 clusters Score -8176823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 61683 members 
Entering Unmasked Estep 
Score: -8176822.500000 Penalty: 3586.344238
	Iteration 19Q: 3 clusters Score -8176822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 61693 members 
Entering Unmasked Estep 
Score: -8176841.000000 Penalty: 3586.344238
	Iteration 20F: 3 clusters Score -8176841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -8176834.500000 Penalty: 3586.344238
	Iteration 21Q: 3 clusters Score -8176834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -8176854.000000 Penalty: 3586.344238
	Iteration 22Q: 3 clusters Score -8176854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 61712 members 
Entering Unmasked Estep 
Score: -8176846.500000 Penalty: 3586.344238
	Iteration 23Q: 3 clusters Score -8176846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 61710 members 
Entering Unmasked Estep 
Score: -8176852.500000 Penalty: 3586.344238
	Iteration 24Q: 3 clusters Score -8176852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 61711 members 
Entering Unmasked Estep 
Score: -8176857.500000 Penalty: 3586.344238
	Iteration 25Q: 3 clusters Score -8176858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 61711 members 
Entering Unmasked Estep 
Score: -8176857.500000 Penalty: 3586.344238
	Iteration 26F: 3 clusters Score -8176858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (71987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71987 members 
Entering Unmasked Estep 
Score: -9323454.000000 Penalty: 1817.439209
	Iteration 0F: 2 clusters Score -9323454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -9277331.000000 Penalty: 3634.878418
	Iteration 0F: 3 clusters Score -9277331 nChanged 34128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -9297043.000000 Penalty: 3634.878418
	Iteration 1F: 3 clusters Score -9297043 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -9297842.000000 Penalty: 3634.878418
	Iteration 2Q: 3 clusters Score -9297842 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -9298893.000000 Penalty: 3634.878418
	Iteration 3Q: 3 clusters Score -9298893 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -9300680.000000 Penalty: 3634.878418
	Iteration 4Q: 3 clusters Score -9300680 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -9303187.000000 Penalty: 3634.878418
	Iteration 5F: 3 clusters Score -9303187 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 47794 members 
Entering Unmasked Estep 
Score: -9306541.000000 Penalty: 3634.878418
	Iteration 6F: 3 clusters Score -9306541 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
Score: -9310318.000000 Penalty: 3634.878418
	Iteration 7F: 3 clusters Score -9310318 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -9313672.000000 Penalty: 3634.878418
	Iteration 8F: 3 clusters Score -9313672 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -9316059.000000 Penalty: 3634.878418
	Iteration 9F: 3 clusters Score -9316059 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
Score: -9317452.000000 Penalty: 3634.878418
	Iteration 10Q: 3 clusters Score -9317452 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -9318069.000000 Penalty: 3634.878418
	Iteration 11Q: 3 clusters Score -9318069 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
Score: -9318546.000000 Penalty: 3634.878418
	Iteration 12Q: 3 clusters Score -9318546 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 57586 members 
Entering Unmasked Estep 
Score: -9318859.000000 Penalty: 3634.878418
	Iteration 13Q: 3 clusters Score -9318859 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
Score: -9319089.000000 Penalty: 3634.878418
	Iteration 14Q: 3 clusters Score -9319089 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -9319270.000000 Penalty: 3634.878418
	Iteration 15Q: 3 clusters Score -9319270 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 59498 members 
Entering Unmasked Estep 
Score: -9319479.000000 Penalty: 3634.878418
	Iteration 16Q: 3 clusters Score -9319479 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 60053 members 
Entering Unmasked Estep 
Score: -9319633.000000 Penalty: 3634.878418
	Iteration 17Q: 3 clusters Score -9319633 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -9319786.000000 Penalty: 3634.878418
	Iteration 18Q: 3 clusters Score -9319786 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 61087 members 
Entering Unmasked Estep 
Score: -9319882.000000 Penalty: 3634.878418
	Iteration 19Q: 3 clusters Score -9319882 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
Score: -9320024.000000 Penalty: 3634.878418
	Iteration 20F: 3 clusters Score -9320024 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 62080 members 
Entering Unmasked Estep 
Score: -9320192.000000 Penalty: 3634.878418
	Iteration 21Q: 3 clusters Score -9320192 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -9320266.000000 Penalty: 3634.878418
	Iteration 22Q: 3 clusters Score -9320266 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 63000 members 
Entering Unmasked Estep 
Score: -9320387.000000 Penalty: 3634.878418
	Iteration 23Q: 3 clusters Score -9320387 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 63426 members 
Entering Unmasked Estep 
Score: -9320496.000000 Penalty: 3634.878418
	Iteration 24Q: 3 clusters Score -9320496 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 63835 members 
Entering Unmasked Estep 
Score: -9320634.000000 Penalty: 3634.878418
	Iteration 25Q: 3 clusters Score -9320634 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 64217 members 
Entering Unmasked Estep 
Score: -9320725.000000 Penalty: 3634.878418
	Iteration 26Q: 3 clusters Score -9320725 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -9320818.000000 Penalty: 3634.878418
	Iteration 27Q: 3 clusters Score -9320818 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -9320897.000000 Penalty: 3634.878418
	Iteration 28Q: 3 clusters Score -9320897 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 65288 members 
Entering Unmasked Estep 
Score: -9321014.000000 Penalty: 3634.878418
	Iteration 29Q: 3 clusters Score -9321014 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 65630 members 
Entering Unmasked Estep 
Score: -9321115.000000 Penalty: 3634.878418
	Iteration 30Q: 3 clusters Score -9321115 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -9321215.000000 Penalty: 3634.878418
	Iteration 31Q: 3 clusters Score -9321215 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 66251 members 
Entering Unmasked Estep 
Score: -9321257.000000 Penalty: 3634.878418
	Iteration 32Q: 3 clusters Score -9321257 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 66495 members 
Entering Unmasked Estep 
Score: -9321328.000000 Penalty: 3634.878418
	Iteration 33Q: 3 clusters Score -9321328 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 66712 members 
Entering Unmasked Estep 
Score: -9321400.000000 Penalty: 3634.878418
	Iteration 34Q: 3 clusters Score -9321400 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 66916 members 
Entering Unmasked Estep 
Score: -9321458.000000 Penalty: 3634.878418
	Iteration 35Q: 3 clusters Score -9321458 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -9321536.000000 Penalty: 3634.878418
	Iteration 36Q: 3 clusters Score -9321536 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 67348 members 
Entering Unmasked Estep 
Score: -9321598.000000 Penalty: 3634.878418
	Iteration 37Q: 3 clusters Score -9321598 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 67547 members 
Entering Unmasked Estep 
Score: -9321665.000000 Penalty: 3634.878418
	Iteration 38Q: 3 clusters Score -9321665 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 67727 members 
Entering Unmasked Estep 
Score: -9321718.000000 Penalty: 3634.878418
	Iteration 39Q: 3 clusters Score -9321718 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 67897 members 
Entering Unmasked Estep 
Score: -9321763.000000 Penalty: 3634.878418
	Iteration 40F: 3 clusters Score -9321763 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 68012 members 
Entering Unmasked Estep 
Score: -9321787.000000 Penalty: 3634.878418
	Iteration 41Q: 3 clusters Score -9321787 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 68132 members 
Entering Unmasked Estep 
Score: -9321815.000000 Penalty: 3634.878418
	Iteration 42Q: 3 clusters Score -9321815 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 68252 members 
Entering Unmasked Estep 
Score: -9321857.000000 Penalty: 3634.878418
	Iteration 43Q: 3 clusters Score -9321857 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 68363 members 
Entering Unmasked Estep 
Score: -9321898.000000 Penalty: 3634.878418
	Iteration 44Q: 3 clusters Score -9321898 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 68459 members 
Entering Unmasked Estep 
Score: -9321931.000000 Penalty: 3634.878418
	Iteration 45Q: 3 clusters Score -9321931 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -9321956.000000 Penalty: 3634.878418
	Iteration 46Q: 3 clusters Score -9321956 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 68611 members 
Entering Unmasked Estep 
Score: -9321966.000000 Penalty: 3634.878418
	Iteration 47Q: 3 clusters Score -9321966 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 68670 members 
Entering Unmasked Estep 
Score: -9321982.000000 Penalty: 3634.878418
	Iteration 48Q: 3 clusters Score -9321982 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 68722 members 
Entering Unmasked Estep 
Score: -9321986.000000 Penalty: 3634.878418
	Iteration 49Q: 3 clusters Score -9321986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -9322016.000000 Penalty: 3634.878418
	Iteration 50Q: 3 clusters Score -9322016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 68815 members 
Entering Unmasked Estep 
Score: -9322012.000000 Penalty: 3634.878418
	Iteration 51Q: 3 clusters Score -9322012 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -9322027.000000 Penalty: 3634.878418
	Iteration 52Q: 3 clusters Score -9322027 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 68886 members 
Entering Unmasked Estep 
Score: -9322042.000000 Penalty: 3634.878418
	Iteration 53Q: 3 clusters Score -9322042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 68923 members 
Entering Unmasked Estep 
Score: -9322046.000000 Penalty: 3634.878418
	Iteration 54Q: 3 clusters Score -9322046 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 68961 members 
Entering Unmasked Estep 
Score: -9322046.000000 Penalty: 3634.878418
	Iteration 55Q: 3 clusters Score -9322046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 69002 members 
Entering Unmasked Estep 
Score: -9322069.000000 Penalty: 3634.878418
	Iteration 56Q: 3 clusters Score -9322069 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 69041 members 
Entering Unmasked Estep 
Score: -9322079.000000 Penalty: 3634.878418
	Iteration 57Q: 3 clusters Score -9322079 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 69088 members 
Entering Unmasked Estep 
Score: -9322073.000000 Penalty: 3634.878418
	Iteration 58Q: 3 clusters Score -9322073 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 69135 members 
Entering Unmasked Estep 
Score: -9322082.000000 Penalty: 3634.878418
	Iteration 59Q: 3 clusters Score -9322082 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -9322093.000000 Penalty: 3634.878418
	Iteration 60F: 3 clusters Score -9322093 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 69229 members 
Entering Unmasked Estep 
Score: -9322115.000000 Penalty: 3634.878418
	Iteration 61Q: 3 clusters Score -9322115 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 69270 members 
Entering Unmasked Estep 
Score: -9322104.000000 Penalty: 3634.878418
	Iteration 62Q: 3 clusters Score -9322104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 69306 members 
Entering Unmasked Estep 
Score: -9322108.000000 Penalty: 3634.878418
	Iteration 63Q: 3 clusters Score -9322108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 69339 members 
Entering Unmasked Estep 
Score: -9322108.000000 Penalty: 3634.878418
	Iteration 64Q: 3 clusters Score -9322108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 69373 members 
Entering Unmasked Estep 
Score: -9322110.000000 Penalty: 3634.878418
	Iteration 65Q: 3 clusters Score -9322110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -9322104.000000 Penalty: 3634.878418
	Iteration 66Q: 3 clusters Score -9322104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 69426 members 
Entering Unmasked Estep 
Score: -9322104.000000 Penalty: 3634.878418
	Iteration 67Q: 3 clusters Score -9322104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 69451 members 
Entering Unmasked Estep 
Score: -9322099.000000 Penalty: 3634.878418
	Iteration 68Q: 3 clusters Score -9322099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 69473 members 
Entering Unmasked Estep 
Score: -9322104.000000 Penalty: 3634.878418
	Iteration 69Q: 3 clusters Score -9322104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 69487 members 
Entering Unmasked Estep 
Score: -9322106.000000 Penalty: 3634.878418
	Iteration 70Q: 3 clusters Score -9322106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 69504 members 
Entering Unmasked Estep 
Score: -9322106.000000 Penalty: 3634.878418
	Iteration 71Q: 3 clusters Score -9322106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 69516 members 
Entering Unmasked Estep 
Score: -9322108.000000 Penalty: 3634.878418
	Iteration 72Q: 3 clusters Score -9322108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 69532 members 
Entering Unmasked Estep 
Score: -9322113.000000 Penalty: 3634.878418
	Iteration 73Q: 3 clusters Score -9322113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 69548 members 
Entering Unmasked Estep 
Score: -9322121.000000 Penalty: 3634.878418
	Iteration 74Q: 3 clusters Score -9322121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 69557 members 
Entering Unmasked Estep 
Score: -9322115.000000 Penalty: 3634.878418
	Iteration 75Q: 3 clusters Score -9322115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 69568 members 
Entering Unmasked Estep 
Score: -9322122.000000 Penalty: 3634.878418
	Iteration 76Q: 3 clusters Score -9322122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 69571 members 
Entering Unmasked Estep 
Score: -9322119.000000 Penalty: 3634.878418
	Iteration 77Q: 3 clusters Score -9322119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 69576 members 
Entering Unmasked Estep 
Score: -9322125.000000 Penalty: 3634.878418
	Iteration 78Q: 3 clusters Score -9322125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 69578 members 
Entering Unmasked Estep 
Score: -9322127.000000 Penalty: 3634.878418
	Iteration 79Q: 3 clusters Score -9322127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 69577 members 
Entering Unmasked Estep 
Score: -9322136.000000 Penalty: 3634.878418
	Iteration 80F: 3 clusters Score -9322136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 69578 members 
Entering Unmasked Estep 
Score: -9322128.000000 Penalty: 3634.878418
	Iteration 81Q: 3 clusters Score -9322128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 69580 members 
Entering Unmasked Estep 
Score: -9322131.000000 Penalty: 3634.878418
	Iteration 82Q: 3 clusters Score -9322131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 69584 members 
Entering Unmasked Estep 
Score: -9322127.000000 Penalty: 3634.878418
	Iteration 83Q: 3 clusters Score -9322127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 69586 members 
Entering Unmasked Estep 
Score: -9322124.000000 Penalty: 3634.878418
	Iteration 84Q: 3 clusters Score -9322124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 69588 members 
Entering Unmasked Estep 
Score: -9322133.000000 Penalty: 3634.878418
	Iteration 85Q: 3 clusters Score -9322133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 69589 members 
Entering Unmasked Estep 
Score: -9322124.000000 Penalty: 3634.878418
	Iteration 86Q: 3 clusters Score -9322124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 69591 members 
Entering Unmasked Estep 
Score: -9322126.000000 Penalty: 3634.878418
	Iteration 87Q: 3 clusters Score -9322126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 69595 members 
Entering Unmasked Estep 
Score: -9322119.000000 Penalty: 3634.878418
	Iteration 88Q: 3 clusters Score -9322119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 69599 members 
Entering Unmasked Estep 
Score: -9322116.000000 Penalty: 3634.878418
	Iteration 89Q: 3 clusters Score -9322116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 69605 members 
Entering Unmasked Estep 
Score: -9322115.000000 Penalty: 3634.878418
	Iteration 90Q: 3 clusters Score -9322115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 69608 members 
Entering Unmasked Estep 
Score: -9322118.000000 Penalty: 3634.878418
	Iteration 91Q: 3 clusters Score -9322118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 69611 members 
Entering Unmasked Estep 
Score: -9322118.000000 Penalty: 3634.878418
	Iteration 92Q: 3 clusters Score -9322118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 69613 members 
Entering Unmasked Estep 
Score: -9322114.000000 Penalty: 3634.878418
	Iteration 93Q: 3 clusters Score -9322114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 69615 members 
Entering Unmasked Estep 
Score: -9322129.000000 Penalty: 3634.878418
	Iteration 94Q: 3 clusters Score -9322129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 69617 members 
Entering Unmasked Estep 
Score: -9322120.000000 Penalty: 3634.878418
	Iteration 95Q: 3 clusters Score -9322120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 69617 members 
Entering Unmasked Estep 
Score: -9322120.000000 Penalty: 3634.878418
	Iteration 96F: 3 clusters Score -9322120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Entering Unmasked Estep 
Score: -3682480.000000 Penalty: 1664.457153
	Iteration 0F: 2 clusters Score -3682480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -3663449.500000 Penalty: 3328.914307
	Iteration 0F: 3 clusters Score -3663450 nChanged 12914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -3670581.250000 Penalty: 3328.914307
	Iteration 1F: 3 clusters Score -3670581 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -3670979.500000 Penalty: 3328.914307
	Iteration 2Q: 3 clusters Score -3670980 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -3671331.500000 Penalty: 3328.914307
	Iteration 3Q: 3 clusters Score -3671332 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -3671698.500000 Penalty: 3328.914307
	Iteration 4Q: 3 clusters Score -3671698 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -3672146.250000 Penalty: 3328.914307
	Iteration 5Q: 3 clusters Score -3672146 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -3672719.500000 Penalty: 3328.914307
	Iteration 6Q: 3 clusters Score -3672720 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -3673539.500000 Penalty: 3328.914307
	Iteration 7F: 3 clusters Score -3673540 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -3674660.000000 Penalty: 3328.914307
	Iteration 8F: 3 clusters Score -3674660 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -3676087.250000 Penalty: 3328.914307
	Iteration 9F: 3 clusters Score -3676087 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -3677615.750000 Penalty: 3328.914307
	Iteration 10F: 3 clusters Score -3677616 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3679000.500000 Penalty: 3328.914307
	Iteration 11F: 3 clusters Score -3679000 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3679980.250000 Penalty: 3328.914307
	Iteration 12Q: 3 clusters Score -3679980 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3680524.750000 Penalty: 3328.914307
	Iteration 13Q: 3 clusters Score -3680525 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3680778.500000 Penalty: 3328.914307
	Iteration 14Q: 3 clusters Score -3680778 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3680913.000000 Penalty: 3328.914307
	Iteration 15Q: 3 clusters Score -3680913 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3680989.750000 Penalty: 3328.914307
	Iteration 16Q: 3 clusters Score -3680990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3681024.750000 Penalty: 3328.914307
	Iteration 17Q: 3 clusters Score -3681025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3681051.500000 Penalty: 3328.914307
	Iteration 18Q: 3 clusters Score -3681052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3681066.750000 Penalty: 3328.914307
	Iteration 19Q: 3 clusters Score -3681067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3681075.250000 Penalty: 3328.914307
	Iteration 20F: 3 clusters Score -3681075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3681085.750000 Penalty: 3328.914307
	Iteration 21Q: 3 clusters Score -3681086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3681090.750000 Penalty: 3328.914307
	Iteration 22Q: 3 clusters Score -3681091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3681091.500000 Penalty: 3328.914307
	Iteration 23Q: 3 clusters Score -3681092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3681092.500000 Penalty: 3328.914307
	Iteration 24Q: 3 clusters Score -3681092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3681096.500000 Penalty: 3328.914307
	Iteration 25Q: 3 clusters Score -3681096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3681100.250000 Penalty: 3328.914307
	Iteration 26Q: 3 clusters Score -3681100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3681105.250000 Penalty: 3328.914307
	Iteration 27Q: 3 clusters Score -3681105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3681107.250000 Penalty: 3328.914307
	Iteration 28Q: 3 clusters Score -3681107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3681107.250000 Penalty: 3328.914307
	Iteration 29F: 3 clusters Score -3681107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -74119.125000 Penalty: 1057.674927
	Iteration 0F: 2 clusters Score -74119.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -72949.484375 Penalty: 2115.349854
	Iteration 0F: 3 clusters Score -72949.48 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73173.507812 Penalty: 2115.349854
	Iteration 1F: 3 clusters Score -73173.51 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -73247.554688 Penalty: 2115.349854
	Iteration 2F: 3 clusters Score -73247.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -73329.656250 Penalty: 2115.349854
	Iteration 3F: 3 clusters Score -73329.66 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -73455.890625 Penalty: 2115.349854
	Iteration 4F: 3 clusters Score -73455.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -73588.757812 Penalty: 2115.349854
	Iteration 5F: 3 clusters Score -73588.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -73692.781250 Penalty: 2115.349854
	Iteration 6F: 3 clusters Score -73692.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -73773.773438 Penalty: 2115.349854
	Iteration 7Q: 3 clusters Score -73773.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -73852.500000 Penalty: 2115.349854
	Iteration 8Q: 3 clusters Score -73852.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -73898.609375 Penalty: 2115.349854
	Iteration 9Q: 3 clusters Score -73898.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -73915.117188 Penalty: 2115.349854
	Iteration 10Q: 3 clusters Score -73915.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73925.218750 Penalty: 2115.349854
	Iteration 11Q: 3 clusters Score -73925.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -73935.257812 Penalty: 2115.349854
	Iteration 12Q: 3 clusters Score -73935.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -73950.734375 Penalty: 2115.349854
	Iteration 13Q: 3 clusters Score -73950.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73967.648438 Penalty: 2115.349854
	Iteration 14Q: 3 clusters Score -73967.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74000.351562 Penalty: 2115.349854
	Iteration 15Q: 3 clusters Score -74000.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74010.765625 Penalty: 2115.349854
	Iteration 16Q: 3 clusters Score -74010.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -74023.257812 Penalty: 2115.349854
	Iteration 17Q: 3 clusters Score -74023.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74037.062500 Penalty: 2115.349854
	Iteration 18Q: 3 clusters Score -74037.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74045.890625 Penalty: 2115.349854
	Iteration 19Q: 3 clusters Score -74045.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74055.367188 Penalty: 2115.349854
	Iteration 20F: 3 clusters Score -74055.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -74070.484375 Penalty: 2115.349854
	Iteration 21Q: 3 clusters Score -74070.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -74073.296875 Penalty: 2115.349854
	Iteration 22Q: 3 clusters Score -74073.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74076.906250 Penalty: 2115.349854
	Iteration 23Q: 3 clusters Score -74076.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74082.468750 Penalty: 2115.349854
	Iteration 24Q: 3 clusters Score -74082.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -74087.234375 Penalty: 2115.349854
	Iteration 25Q: 3 clusters Score -74087.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74092.781250 Penalty: 2115.349854
	Iteration 26Q: 3 clusters Score -74092.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74092.781250 Penalty: 2115.349854
	Iteration 27F: 3 clusters Score -74092.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -57029.300781 Penalty: 1036.494263
	Iteration 0F: 2 clusters Score -57029.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55913.511719 Penalty: 2072.988525
	Iteration 0F: 3 clusters Score -55913.51 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56098.015625 Penalty: 2072.988525
	Iteration 1F: 3 clusters Score -56098.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56190.171875 Penalty: 2072.988525
	Iteration 2F: 3 clusters Score -56190.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56250.394531 Penalty: 2072.988525
	Iteration 3F: 3 clusters Score -56250.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56298.187500 Penalty: 2072.988525
	Iteration 4Q: 3 clusters Score -56298.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -56345.484375 Penalty: 2072.988525
	Iteration 5Q: 3 clusters Score -56345.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -56378.011719 Penalty: 2072.988525
	Iteration 6Q: 3 clusters Score -56378.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -56400.039062 Penalty: 2072.988525
	Iteration 7Q: 3 clusters Score -56400.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -56426.046875 Penalty: 2072.988525
	Iteration 8Q: 3 clusters Score -56426.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -56437.964844 Penalty: 2072.988525
	Iteration 9Q: 3 clusters Score -56437.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -56441.457031 Penalty: 2072.988525
	Iteration 10Q: 3 clusters Score -56441.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -56447.023438 Penalty: 2072.988525
	Iteration 11Q: 3 clusters Score -56447.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -56450.417969 Penalty: 2072.988525
	Iteration 12Q: 3 clusters Score -56450.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -56450.800781 Penalty: 2072.988525
	Iteration 13Q: 3 clusters Score -56450.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -56450.800781 Penalty: 2072.988525
	Iteration 14F: 3 clusters Score -56450.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 114837 members 
Mstep: Class 2 contains 19013 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 83630 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25492 members 
Mstep: Class 12 contains 10290 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 16 contains 62001 members 
Mstep: Class 17 contains 71987 members 
Mstep: Class 18 contains 28080 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010800.000000 Penalty: 33678.312500
Iteration 199Q: 17 clusters Score -5.40108e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 114837 members 
Mstep: Class 2 contains 19012 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 213 members 
Mstep: Class 7 contains 83625 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25492 members 
Mstep: Class 12 contains 10290 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 16 contains 62006 members 
Mstep: Class 17 contains 71989 members 
Mstep: Class 18 contains 28079 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010924.000000 Penalty: 33678.312500
Iteration 200F: 17 clusters Score -5.401092e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 114834 members 
Mstep: Class 2 contains 19012 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 225 members 
Mstep: Class 7 contains 83620 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25491 members 
Mstep: Class 12 contains 10293 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 16 contains 62010 members 
Mstep: Class 17 contains 71992 members 
Mstep: Class 18 contains 28078 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011068.000000 Penalty: 33678.312500
Iteration 201Q: 17 clusters Score -5.401107e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 114835 members 
Mstep: Class 2 contains 19013 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 229 members 
Mstep: Class 7 contains 83620 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25490 members 
Mstep: Class 12 contains 10292 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 16 contains 62007 members 
Mstep: Class 17 contains 71997 members 
Mstep: Class 18 contains 28076 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011072.000000 Penalty: 33678.312500
Iteration 202Q: 17 clusters Score -5.401107e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 114840 members 
Mstep: Class 2 contains 19014 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 229 members 
Mstep: Class 7 contains 83616 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25488 members 
Mstep: Class 12 contains 10291 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 16 contains 62007 members 
Mstep: Class 17 contains 72001 members 
Mstep: Class 18 contains 28073 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011132.000000 Penalty: 33678.312500
Iteration 203Q: 17 clusters Score -5.401113e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 114832 members 
Mstep: Class 2 contains 19016 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 229 members 
Mstep: Class 7 contains 83611 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25488 members 
Mstep: Class 12 contains 10292 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 16 contains 62007 members 
Mstep: Class 17 contains 72009 members 
Mstep: Class 18 contains 28075 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011180.000000 Penalty: 33678.312500
Iteration 204Q: 17 clusters Score -5.401118e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 114831 members 
Mstep: Class 2 contains 19018 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 229 members 
Mstep: Class 7 contains 83611 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25489 members 
Mstep: Class 12 contains 10290 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 16 contains 61999 members 
Mstep: Class 17 contains 72014 members 
Mstep: Class 18 contains 28078 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011200.000000 Penalty: 33678.312500
Iteration 205Q: 17 clusters Score -5.40112e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 114828 members 
Mstep: Class 2 contains 19021 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 229 members 
Mstep: Class 7 contains 83608 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25489 members 
Mstep: Class 12 contains 10290 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 16 contains 61999 members 
Mstep: Class 17 contains 72021 members 
Mstep: Class 18 contains 28074 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011116.000000 Penalty: 33678.312500
Iteration 206Q: 17 clusters Score -5.401112e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 114824 members 
Mstep: Class 2 contains 19026 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 229 members 
Mstep: Class 7 contains 83606 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25490 members 
Mstep: Class 12 contains 10293 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 16 contains 61996 members 
Mstep: Class 17 contains 72023 members 
Mstep: Class 18 contains 28072 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011080.000000 Penalty: 33678.312500
Iteration 207Q: 17 clusters Score -5.401108e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 114821 members 
Mstep: Class 2 contains 19030 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 229 members 
Mstep: Class 7 contains 83606 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25490 members 
Mstep: Class 12 contains 10294 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 16 contains 61991 members 
Mstep: Class 17 contains 72028 members 
Mstep: Class 18 contains 28070 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011144.000000 Penalty: 33678.312500
Iteration 208Q: 17 clusters Score -5.401114e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 114815 members 
Mstep: Class 2 contains 19030 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 229 members 
Mstep: Class 7 contains 83604 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25490 members 
Mstep: Class 12 contains 10295 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 16 contains 61995 members 
Mstep: Class 17 contains 72031 members 
Mstep: Class 18 contains 28070 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011128.000000 Penalty: 33678.312500
Iteration 209Q: 17 clusters Score -5.401113e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 114812 members 
Mstep: Class 2 contains 19032 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 229 members 
Mstep: Class 7 contains 83604 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25489 members 
Mstep: Class 12 contains 10294 members 
Mstep: Class 13 contains 2962 members 
Mstep: Class 16 contains 61993 members 
Mstep: Class 17 contains 72037 members 
Mstep: Class 18 contains 28069 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011128.000000 Penalty: 33678.312500
Iteration 210Q: 17 clusters Score -5.401113e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 114804 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 229 members 
Mstep: Class 7 contains 83605 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25487 members 
Mstep: Class 12 contains 10295 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 61997 members 
Mstep: Class 17 contains 72041 members 
Mstep: Class 18 contains 28067 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011152.000000 Penalty: 33678.312500
Iteration 211Q: 17 clusters Score -5.401115e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 114802 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 229 members 
Mstep: Class 7 contains 83605 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25485 members 
Mstep: Class 12 contains 10294 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62000 members 
Mstep: Class 17 contains 72046 members 
Mstep: Class 18 contains 28064 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011152.000000 Penalty: 33678.312500
Iteration 212Q: 17 clusters Score -5.401115e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 114798 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 229 members 
Mstep: Class 7 contains 83602 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25485 members 
Mstep: Class 12 contains 10293 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62003 members 
Mstep: Class 17 contains 72051 members 
Mstep: Class 18 contains 28064 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011172.000000 Penalty: 33678.312500
Iteration 213Q: 17 clusters Score -5.401117e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 114796 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 229 members 
Mstep: Class 7 contains 83603 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25484 members 
Mstep: Class 12 contains 10293 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62002 members 
Mstep: Class 17 contains 72052 members 
Mstep: Class 18 contains 28066 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011172.000000 Penalty: 33678.312500
Iteration 214Q: 17 clusters Score -5.401117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 114793 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 229 members 
Mstep: Class 7 contains 83602 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25484 members 
Mstep: Class 12 contains 10293 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62001 members 
Mstep: Class 17 contains 72057 members 
Mstep: Class 18 contains 28066 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011184.000000 Penalty: 33678.312500
Iteration 215Q: 17 clusters Score -5.401118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 114792 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 229 members 
Mstep: Class 7 contains 83601 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25482 members 
Mstep: Class 12 contains 10293 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62003 members 
Mstep: Class 17 contains 72060 members 
Mstep: Class 18 contains 28065 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011188.000000 Penalty: 33678.312500
Iteration 216Q: 17 clusters Score -5.401119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 114789 members 
Mstep: Class 2 contains 19034 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 229 members 
Mstep: Class 7 contains 83601 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25483 members 
Mstep: Class 12 contains 10293 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62005 members 
Mstep: Class 17 contains 72061 members 
Mstep: Class 18 contains 28063 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011164.000000 Penalty: 33678.312500
Iteration 217Q: 17 clusters Score -5.401116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 114793 members 
Mstep: Class 2 contains 19034 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 229 members 
Mstep: Class 7 contains 83602 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25483 members 
Mstep: Class 12 contains 10293 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62006 members 
Mstep: Class 17 contains 72059 members 
Mstep: Class 18 contains 28059 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011188.000000 Penalty: 33678.312500
Iteration 218Q: 17 clusters Score -5.401119e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 114788 members 
Mstep: Class 2 contains 19035 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 229 members 
Mstep: Class 7 contains 83600 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25483 members 
Mstep: Class 12 contains 10293 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62010 members 
Mstep: Class 17 contains 72060 members 
Mstep: Class 18 contains 28060 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011204.000000 Penalty: 33678.312500
Iteration 219Q: 17 clusters Score -5.40112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 114788 members 
Mstep: Class 2 contains 19035 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 229 members 
Mstep: Class 7 contains 83600 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25483 members 
Mstep: Class 12 contains 10293 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62011 members 
Mstep: Class 17 contains 72061 members 
Mstep: Class 18 contains 28058 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011212.000000 Penalty: 33678.312500
Iteration 220F: 17 clusters Score -5.401121e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 114787 members 
Mstep: Class 2 contains 19035 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 83601 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25484 members 
Mstep: Class 12 contains 10293 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62009 members 
Mstep: Class 17 contains 72062 members 
Mstep: Class 18 contains 28058 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011268.000000 Penalty: 33678.312500
Iteration 221Q: 17 clusters Score -5.401127e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 114787 members 
Mstep: Class 2 contains 19035 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 83602 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25483 members 
Mstep: Class 12 contains 10293 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62009 members 
Mstep: Class 17 contains 72063 members 
Mstep: Class 18 contains 28057 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011284.000000 Penalty: 33678.312500
Iteration 222Q: 17 clusters Score -5.401128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 114788 members 
Mstep: Class 2 contains 19035 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 83602 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25484 members 
Mstep: Class 12 contains 10293 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62007 members 
Mstep: Class 17 contains 72064 members 
Mstep: Class 18 contains 28056 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011256.000000 Penalty: 33678.312500
Iteration 223Q: 17 clusters Score -5.401126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 114788 members 
Mstep: Class 2 contains 19034 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 83603 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25484 members 
Mstep: Class 12 contains 10293 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62006 members 
Mstep: Class 17 contains 72065 members 
Mstep: Class 18 contains 28056 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011268.000000 Penalty: 33678.312500
Iteration 224Q: 17 clusters Score -5.401127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 114790 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 83600 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25484 members 
Mstep: Class 12 contains 10292 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62008 members 
Mstep: Class 17 contains 72065 members 
Mstep: Class 18 contains 28057 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011244.000000 Penalty: 33678.312500
Iteration 225Q: 17 clusters Score -5.401124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 114792 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 83600 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25483 members 
Mstep: Class 12 contains 10292 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62005 members 
Mstep: Class 17 contains 72067 members 
Mstep: Class 18 contains 28057 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011252.000000 Penalty: 33678.312500
Iteration 226Q: 17 clusters Score -5.401125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 114793 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 83598 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25481 members 
Mstep: Class 12 contains 10292 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62008 members 
Mstep: Class 17 contains 72067 members 
Mstep: Class 18 contains 28057 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011272.000000 Penalty: 33678.312500
Iteration 227Q: 17 clusters Score -5.401127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 114792 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 83596 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25483 members 
Mstep: Class 12 contains 10292 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62010 members 
Mstep: Class 17 contains 72067 members 
Mstep: Class 18 contains 28056 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011260.000000 Penalty: 33678.312500
Iteration 228Q: 17 clusters Score -5.401126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 114792 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 83595 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25482 members 
Mstep: Class 12 contains 10292 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62012 members 
Mstep: Class 17 contains 72067 members 
Mstep: Class 18 contains 28056 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011252.000000 Penalty: 33678.312500
Iteration 229Q: 17 clusters Score -5.401125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 114791 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 83593 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25482 members 
Mstep: Class 12 contains 10292 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62014 members 
Mstep: Class 17 contains 72068 members 
Mstep: Class 18 contains 28056 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011236.000000 Penalty: 33678.312500
Iteration 230Q: 17 clusters Score -5.401124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 114790 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 83592 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25482 members 
Mstep: Class 12 contains 10292 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62015 members 
Mstep: Class 17 contains 72068 members 
Mstep: Class 18 contains 28057 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011240.000000 Penalty: 33678.312500
Iteration 231Q: 17 clusters Score -5.401124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 114790 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 83592 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25483 members 
Mstep: Class 12 contains 10292 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62012 members 
Mstep: Class 17 contains 72070 members 
Mstep: Class 18 contains 28057 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011256.000000 Penalty: 33678.312500
Iteration 232Q: 17 clusters Score -5.401126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 114790 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 83591 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25485 members 
Mstep: Class 12 contains 10292 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62011 members 
Mstep: Class 17 contains 72071 members 
Mstep: Class 18 contains 28056 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011272.000000 Penalty: 33678.312500
Iteration 233Q: 17 clusters Score -5.401127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 114789 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 83591 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25485 members 
Mstep: Class 12 contains 10292 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62012 members 
Mstep: Class 17 contains 72071 members 
Mstep: Class 18 contains 28056 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011256.000000 Penalty: 33678.312500
Iteration 234Q: 17 clusters Score -5.401126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 114788 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 83591 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25486 members 
Mstep: Class 12 contains 10292 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62011 members 
Mstep: Class 17 contains 72072 members 
Mstep: Class 18 contains 28056 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011256.000000 Penalty: 33678.312500
Iteration 235Q: 17 clusters Score -5.401126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 114788 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 83591 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25488 members 
Mstep: Class 12 contains 10292 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62008 members 
Mstep: Class 17 contains 72073 members 
Mstep: Class 18 contains 28056 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011252.000000 Penalty: 33678.312500
Iteration 236Q: 17 clusters Score -5.401125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 114788 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 83591 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25488 members 
Mstep: Class 12 contains 10292 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62006 members 
Mstep: Class 17 contains 72074 members 
Mstep: Class 18 contains 28057 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011268.000000 Penalty: 33678.312500
Iteration 237Q: 17 clusters Score -5.401127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 114788 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 83591 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25488 members 
Mstep: Class 12 contains 10292 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62006 members 
Mstep: Class 17 contains 72074 members 
Mstep: Class 18 contains 28057 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011268.000000 Penalty: 33678.312500
Iteration 238F: 17 clusters Score -5.401127e+07 nChanged 0
Entering ConstructFrom: 
Score: -54011268.000000 Penalty: 33678.312500
Entering ConstructFrom: 
Trying to split cluster 1 (114788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114788 members 
Entering Unmasked Estep 
Score: -14829477.000000 Penalty: 1893.261963
	Iteration 0F: 2 clusters Score -1.482948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57581 members 
Mstep: Class 2 contains 57207 members 
Entering Unmasked Estep 
Score: -14759469.000000 Penalty: 3786.523926
	Iteration 0F: 3 clusters Score -1.475947e+07 nChanged 55263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -14791829.000000 Penalty: 3786.523926
	Iteration 1F: 3 clusters Score -1.479183e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61765 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -14793132.000000 Penalty: 3786.523926
	Iteration 2Q: 3 clusters Score -1.479313e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63829 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -14795230.000000 Penalty: 3786.523926
	Iteration 3Q: 3 clusters Score -1.479523e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66339 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -14798429.000000 Penalty: 3786.523926
	Iteration 4Q: 3 clusters Score -1.479843e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -14802878.000000 Penalty: 3786.523926
	Iteration 5F: 3 clusters Score -1.480288e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72440 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -14808043.000000 Penalty: 3786.523926
	Iteration 6F: 3 clusters Score -1.480804e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75338 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -14812853.000000 Penalty: 3786.523926
	Iteration 7F: 3 clusters Score -1.481285e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77768 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -14815588.000000 Penalty: 3786.523926
	Iteration 8Q: 3 clusters Score -1.481559e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80203 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -14816831.000000 Penalty: 3786.523926
	Iteration 9Q: 3 clusters Score -1.481683e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82865 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -14817661.000000 Penalty: 3786.523926
	Iteration 10Q: 3 clusters Score -1.481766e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85726 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -14818448.000000 Penalty: 3786.523926
	Iteration 11Q: 3 clusters Score -1.481845e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88903 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -14819218.000000 Penalty: 3786.523926
	Iteration 12Q: 3 clusters Score -1.481922e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92403 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -14820383.000000 Penalty: 3786.523926
	Iteration 13Q: 3 clusters Score -1.482038e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95986 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -14822428.000000 Penalty: 3786.523926
	Iteration 14Q: 3 clusters Score -1.482243e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99116 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -14824237.000000 Penalty: 3786.523926
	Iteration 15Q: 3 clusters Score -1.482424e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101760 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -14825619.000000 Penalty: 3786.523926
	Iteration 16Q: 3 clusters Score -1.482562e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104205 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -14826677.000000 Penalty: 3786.523926
	Iteration 17Q: 3 clusters Score -1.482668e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106379 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -14827355.000000 Penalty: 3786.523926
	Iteration 18Q: 3 clusters Score -1.482736e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108315 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -14827738.000000 Penalty: 3786.523926
	Iteration 19Q: 3 clusters Score -1.482774e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109974 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -14827994.000000 Penalty: 3786.523926
	Iteration 20F: 3 clusters Score -1.482799e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111278 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -14828197.000000 Penalty: 3786.523926
	Iteration 21Q: 3 clusters Score -1.48282e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112199 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -14828147.000000 Penalty: 3786.523926
	Iteration 22Q: 3 clusters Score -1.482815e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112831 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -14828203.000000 Penalty: 3786.523926
	Iteration 23Q: 3 clusters Score -1.48282e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113253 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -14828136.000000 Penalty: 3786.523926
	Iteration 24Q: 3 clusters Score -1.482814e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113520 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -14828182.000000 Penalty: 3786.523926
	Iteration 25Q: 3 clusters Score -1.482818e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113679 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -14828144.000000 Penalty: 3786.523926
	Iteration 26Q: 3 clusters Score -1.482814e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113793 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -14828145.000000 Penalty: 3786.523926
	Iteration 27Q: 3 clusters Score -1.482814e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113861 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -14828162.000000 Penalty: 3786.523926
	Iteration 28Q: 3 clusters Score -1.482816e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113910 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -14828123.000000 Penalty: 3786.523926
	Iteration 29Q: 3 clusters Score -1.482812e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113963 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -14828124.000000 Penalty: 3786.523926
	Iteration 30Q: 3 clusters Score -1.482812e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114013 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -14828106.000000 Penalty: 3786.523926
	Iteration 31Q: 3 clusters Score -1.482811e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114033 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -14828101.000000 Penalty: 3786.523926
	Iteration 32Q: 3 clusters Score -1.48281e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114055 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -14828088.000000 Penalty: 3786.523926
	Iteration 33Q: 3 clusters Score -1.482809e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114070 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -14828101.000000 Penalty: 3786.523926
	Iteration 34Q: 3 clusters Score -1.48281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114075 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -14828106.000000 Penalty: 3786.523926
	Iteration 35Q: 3 clusters Score -1.482811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114081 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -14828100.000000 Penalty: 3786.523926
	Iteration 36Q: 3 clusters Score -1.48281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114084 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -14828121.000000 Penalty: 3786.523926
	Iteration 37Q: 3 clusters Score -1.482812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114088 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -14828106.000000 Penalty: 3786.523926
	Iteration 38Q: 3 clusters Score -1.482811e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114092 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -14828125.000000 Penalty: 3786.523926
	Iteration 39Q: 3 clusters Score -1.482812e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114095 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -14828131.000000 Penalty: 3786.523926
	Iteration 40F: 3 clusters Score -1.482813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114104 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -14828136.000000 Penalty: 3786.523926
	Iteration 41Q: 3 clusters Score -1.482814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114104 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -14828134.000000 Penalty: 3786.523926
	Iteration 42Q: 3 clusters Score -1.482813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114105 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -14828140.000000 Penalty: 3786.523926
	Iteration 43Q: 3 clusters Score -1.482814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114107 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -14828146.000000 Penalty: 3786.523926
	Iteration 44Q: 3 clusters Score -1.482815e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114108 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -14828167.000000 Penalty: 3786.523926
	Iteration 45Q: 3 clusters Score -1.482817e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114104 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -14828173.000000 Penalty: 3786.523926
	Iteration 46Q: 3 clusters Score -1.482817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114097 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -14828159.000000 Penalty: 3786.523926
	Iteration 47Q: 3 clusters Score -1.482816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114094 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -14828163.000000 Penalty: 3786.523926
	Iteration 48Q: 3 clusters Score -1.482816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114094 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -14828165.000000 Penalty: 3786.523926
	Iteration 49Q: 3 clusters Score -1.482816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114096 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -14828170.000000 Penalty: 3786.523926
	Iteration 50Q: 3 clusters Score -1.482817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114099 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -14828166.000000 Penalty: 3786.523926
	Iteration 51Q: 3 clusters Score -1.482817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114099 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -14828166.000000 Penalty: 3786.523926
	Iteration 52Q: 3 clusters Score -1.482817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114097 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -14828163.000000 Penalty: 3786.523926
	Iteration 53Q: 3 clusters Score -1.482816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114097 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -14828171.000000 Penalty: 3786.523926
	Iteration 54Q: 3 clusters Score -1.482817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114095 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -14828165.000000 Penalty: 3786.523926
	Iteration 55Q: 3 clusters Score -1.482816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114098 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -14828167.000000 Penalty: 3786.523926
	Iteration 56Q: 3 clusters Score -1.482817e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114096 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -14828161.000000 Penalty: 3786.523926
	Iteration 57Q: 3 clusters Score -1.482816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114090 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -14828163.000000 Penalty: 3786.523926
	Iteration 58Q: 3 clusters Score -1.482816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114088 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -14828153.000000 Penalty: 3786.523926
	Iteration 59Q: 3 clusters Score -1.482815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114082 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -14828157.000000 Penalty: 3786.523926
	Iteration 60F: 3 clusters Score -1.482816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114079 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -14828164.000000 Penalty: 3786.523926
	Iteration 61Q: 3 clusters Score -1.482816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114073 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -14828174.000000 Penalty: 3786.523926
	Iteration 62Q: 3 clusters Score -1.482817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114067 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -14828175.000000 Penalty: 3786.523926
	Iteration 63Q: 3 clusters Score -1.482818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114057 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -14828166.000000 Penalty: 3786.523926
	Iteration 64Q: 3 clusters Score -1.482817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114051 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -14828183.000000 Penalty: 3786.523926
	Iteration 65Q: 3 clusters Score -1.482818e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114041 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -14828210.000000 Penalty: 3786.523926
	Iteration 66Q: 3 clusters Score -1.482821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114037 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -14828219.000000 Penalty: 3786.523926
	Iteration 67Q: 3 clusters Score -1.482822e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114034 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -14828220.000000 Penalty: 3786.523926
	Iteration 68Q: 3 clusters Score -1.482822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114025 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -14828221.000000 Penalty: 3786.523926
	Iteration 69Q: 3 clusters Score -1.482822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114023 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -14828206.000000 Penalty: 3786.523926
	Iteration 70Q: 3 clusters Score -1.482821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114020 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -14828216.000000 Penalty: 3786.523926
	Iteration 71Q: 3 clusters Score -1.482822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114019 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -14828222.000000 Penalty: 3786.523926
	Iteration 72Q: 3 clusters Score -1.482822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114016 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -14828223.000000 Penalty: 3786.523926
	Iteration 73Q: 3 clusters Score -1.482822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114016 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -14828224.000000 Penalty: 3786.523926
	Iteration 74Q: 3 clusters Score -1.482822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114015 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -14828212.000000 Penalty: 3786.523926
	Iteration 75Q: 3 clusters Score -1.482821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114015 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -14828212.000000 Penalty: 3786.523926
	Iteration 76Q: 3 clusters Score -1.482821e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114013 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -14828207.000000 Penalty: 3786.523926
	Iteration 77Q: 3 clusters Score -1.482821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114012 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -14828210.000000 Penalty: 3786.523926
	Iteration 78Q: 3 clusters Score -1.482821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114012 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -14828210.000000 Penalty: 3786.523926
	Iteration 79F: 3 clusters Score -1.482821e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Entering Unmasked Estep 
Score: -2418873.000000 Penalty: 1601.263550
	Iteration 0F: 2 clusters Score -2418873 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 9467 members 
Entering Unmasked Estep 
Score: -2405768.750000 Penalty: 3202.527100
	Iteration 0F: 3 clusters Score -2405769 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2410432.750000 Penalty: 3202.527100
	Iteration 1F: 3 clusters Score -2410433 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2410726.500000 Penalty: 3202.527100
	Iteration 2Q: 3 clusters Score -2410726 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2411053.750000 Penalty: 3202.527100
	Iteration 3Q: 3 clusters Score -2411054 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2411382.500000 Penalty: 3202.527100
	Iteration 4Q: 3 clusters Score -2411382 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2411761.500000 Penalty: 3202.527100
	Iteration 5Q: 3 clusters Score -2411762 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2412279.750000 Penalty: 3202.527100
	Iteration 6Q: 3 clusters Score -2412280 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2413059.500000 Penalty: 3202.527100
	Iteration 7F: 3 clusters Score -2413060 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2414133.750000 Penalty: 3202.527100
	Iteration 8F: 3 clusters Score -2414134 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2415364.250000 Penalty: 3202.527100
	Iteration 9F: 3 clusters Score -2415364 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2416407.500000 Penalty: 3202.527100
	Iteration 10F: 3 clusters Score -2416408 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2417002.000000 Penalty: 3202.527100
	Iteration 11F: 3 clusters Score -2417002 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2417289.000000 Penalty: 3202.527100
	Iteration 12Q: 3 clusters Score -2417289 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2417430.500000 Penalty: 3202.527100
	Iteration 13Q: 3 clusters Score -2417430 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2417491.000000 Penalty: 3202.527100
	Iteration 14Q: 3 clusters Score -2417491 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2417517.500000 Penalty: 3202.527100
	Iteration 15Q: 3 clusters Score -2417518 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2417536.750000 Penalty: 3202.527100
	Iteration 16Q: 3 clusters Score -2417537 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2417546.750000 Penalty: 3202.527100
	Iteration 17Q: 3 clusters Score -2417547 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2417552.750000 Penalty: 3202.527100
	Iteration 18Q: 3 clusters Score -2417553 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2417550.750000 Penalty: 3202.527100
	Iteration 19Q: 3 clusters Score -2417551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2417558.000000 Penalty: 3202.527100
	Iteration 20F: 3 clusters Score -2417558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2417561.500000 Penalty: 3202.527100
	Iteration 21Q: 3 clusters Score -2417562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2417559.000000 Penalty: 3202.527100
	Iteration 22Q: 3 clusters Score -2417559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2417562.000000 Penalty: 3202.527100
	Iteration 23Q: 3 clusters Score -2417562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2417565.000000 Penalty: 3202.527100
	Iteration 24Q: 3 clusters Score -2417565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2417563.500000 Penalty: 3202.527100
	Iteration 25Q: 3 clusters Score -2417564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2417563.000000 Penalty: 3202.527100
	Iteration 26Q: 3 clusters Score -2417563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2417563.750000 Penalty: 3202.527100
	Iteration 27Q: 3 clusters Score -2417564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2417562.500000 Penalty: 3202.527100
	Iteration 28Q: 3 clusters Score -2417562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2417563.000000 Penalty: 3202.527100
	Iteration 29Q: 3 clusters Score -2417563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2417561.500000 Penalty: 3202.527100
	Iteration 30Q: 3 clusters Score -2417562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2417561.000000 Penalty: 3202.527100
	Iteration 31Q: 3 clusters Score -2417561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2417559.750000 Penalty: 3202.527100
	Iteration 32Q: 3 clusters Score -2417560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2417560.500000 Penalty: 3202.527100
	Iteration 33Q: 3 clusters Score -2417560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2417565.750000 Penalty: 3202.527100
	Iteration 34Q: 3 clusters Score -2417566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2417567.250000 Penalty: 3202.527100
	Iteration 35Q: 3 clusters Score -2417567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2417566.750000 Penalty: 3202.527100
	Iteration 36Q: 3 clusters Score -2417567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2417564.000000 Penalty: 3202.527100
	Iteration 37Q: 3 clusters Score -2417564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2417568.250000 Penalty: 3202.527100
	Iteration 38Q: 3 clusters Score -2417568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2417566.250000 Penalty: 3202.527100
	Iteration 39Q: 3 clusters Score -2417566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2417570.250000 Penalty: 3202.527100
	Iteration 40F: 3 clusters Score -2417570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2417567.250000 Penalty: 3202.527100
	Iteration 41Q: 3 clusters Score -2417567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2417567.500000 Penalty: 3202.527100
	Iteration 42Q: 3 clusters Score -2417568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2417563.500000 Penalty: 3202.527100
	Iteration 43Q: 3 clusters Score -2417564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2417567.000000 Penalty: 3202.527100
	Iteration 44Q: 3 clusters Score -2417567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2417566.000000 Penalty: 3202.527100
	Iteration 45Q: 3 clusters Score -2417566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2417564.250000 Penalty: 3202.527100
	Iteration 46Q: 3 clusters Score -2417564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2417570.500000 Penalty: 3202.527100
	Iteration 47Q: 3 clusters Score -2417570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2417572.750000 Penalty: 3202.527100
	Iteration 48Q: 3 clusters Score -2417573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2417569.250000 Penalty: 3202.527100
	Iteration 49Q: 3 clusters Score -2417569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2417571.750000 Penalty: 3202.527100
	Iteration 50Q: 3 clusters Score -2417572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2417573.750000 Penalty: 3202.527100
	Iteration 51Q: 3 clusters Score -2417574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2417573.750000 Penalty: 3202.527100
	Iteration 52Q: 3 clusters Score -2417574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2417573.250000 Penalty: 3202.527100
	Iteration 53Q: 3 clusters Score -2417573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2417572.250000 Penalty: 3202.527100
	Iteration 54Q: 3 clusters Score -2417572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2417573.250000 Penalty: 3202.527100
	Iteration 55Q: 3 clusters Score -2417573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2417571.250000 Penalty: 3202.527100
	Iteration 56Q: 3 clusters Score -2417571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2417571.250000 Penalty: 3202.527100
	Iteration 57Q: 3 clusters Score -2417571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2417567.750000 Penalty: 3202.527100
	Iteration 58Q: 3 clusters Score -2417568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2417568.750000 Penalty: 3202.527100
	Iteration 59Q: 3 clusters Score -2417569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2417566.750000 Penalty: 3202.527100
	Iteration 60F: 3 clusters Score -2417567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2417568.500000 Penalty: 3202.527100
	Iteration 61Q: 3 clusters Score -2417568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2417569.500000 Penalty: 3202.527100
	Iteration 62Q: 3 clusters Score -2417570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2417572.000000 Penalty: 3202.527100
	Iteration 63Q: 3 clusters Score -2417572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2417572.000000 Penalty: 3202.527100
	Iteration 64Q: 3 clusters Score -2417572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2417575.500000 Penalty: 3202.527100
	Iteration 65Q: 3 clusters Score -2417576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2417578.250000 Penalty: 3202.527100
	Iteration 66Q: 3 clusters Score -2417578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2417580.000000 Penalty: 3202.527100
	Iteration 67Q: 3 clusters Score -2417580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2417574.500000 Penalty: 3202.527100
	Iteration 68Q: 3 clusters Score -2417574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2417575.000000 Penalty: 3202.527100
	Iteration 69Q: 3 clusters Score -2417575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2417578.250000 Penalty: 3202.527100
	Iteration 70Q: 3 clusters Score -2417578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2417577.250000 Penalty: 3202.527100
	Iteration 71Q: 3 clusters Score -2417577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2417577.250000 Penalty: 3202.527100
	Iteration 72F: 3 clusters Score -2417577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -64306.945312 Penalty: 1042.453247
	Iteration 0F: 2 clusters Score -64306.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -63215.613281 Penalty: 2084.906494
	Iteration 0F: 3 clusters Score -63215.61 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -63571.953125 Penalty: 2084.906494
	Iteration 1F: 3 clusters Score -63571.95 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -63757.183594 Penalty: 2084.906494
	Iteration 2F: 3 clusters Score -63757.18 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -63939.195312 Penalty: 2084.906494
	Iteration 3F: 3 clusters Score -63939.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -64024.187500 Penalty: 2084.906494
	Iteration 4Q: 3 clusters Score -64024.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -64116.539062 Penalty: 2084.906494
	Iteration 5Q: 3 clusters Score -64116.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -64207.171875 Penalty: 2084.906494
	Iteration 6Q: 3 clusters Score -64207.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -64312.429688 Penalty: 2084.906494
	Iteration 7Q: 3 clusters Score -64312.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -64392.613281 Penalty: 2084.906494
	Iteration 8Q: 3 clusters Score -64392.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -64430.148438 Penalty: 2084.906494
	Iteration 9Q: 3 clusters Score -64430.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -64448.261719 Penalty: 2084.906494
	Iteration 10Q: 3 clusters Score -64448.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64456.394531 Penalty: 2084.906494
	Iteration 11Q: 3 clusters Score -64456.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -64463.968750 Penalty: 2084.906494
	Iteration 12Q: 3 clusters Score -64463.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64465.222656 Penalty: 2084.906494
	Iteration 13Q: 3 clusters Score -64465.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64466.847656 Penalty: 2084.906494
	Iteration 14Q: 3 clusters Score -64466.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64469.949219 Penalty: 2084.906494
	Iteration 15Q: 3 clusters Score -64469.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -64471.636719 Penalty: 2084.906494
	Iteration 16F: 3 clusters Score -64471.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -64481.847656 Penalty: 2084.906494
	Iteration 17Q: 3 clusters Score -64481.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64485.507812 Penalty: 2084.906494
	Iteration 18Q: 3 clusters Score -64485.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -64485.507812 Penalty: 2084.906494
	Iteration 19F: 3 clusters Score -64485.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 114788 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 83591 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25488 members 
Mstep: Class 12 contains 10292 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62006 members 
Mstep: Class 17 contains 72074 members 
Mstep: Class 18 contains 28057 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
Score: -54010368.000000 Penalty: 35783.207031
Splitting cluster 3 changes total score from -54011268.000000 to -54010368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -51845.906250 Penalty: 939.871643
	Iteration 0F: 2 clusters Score -51845.91 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 163 members 
Entering Unmasked Estep 
Score: -50906.683594 Penalty: 1879.743286
	Iteration 0F: 3 clusters Score -50906.68 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50989.050781 Penalty: 1879.743286
	Iteration 1F: 3 clusters Score -50989.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -51015.222656 Penalty: 1879.743286
	Iteration 2Q: 3 clusters Score -51015.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51032.746094 Penalty: 1879.743286
	Iteration 3Q: 3 clusters Score -51032.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51043.414062 Penalty: 1879.743286
	Iteration 4Q: 3 clusters Score -51043.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -51049.292969 Penalty: 1879.743286
	Iteration 5Q: 3 clusters Score -51049.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -51054.917969 Penalty: 1879.743286
	Iteration 6Q: 3 clusters Score -51054.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -51056.796875 Penalty: 1879.743286
	Iteration 7Q: 3 clusters Score -51056.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -51056.796875 Penalty: 1879.743286
	Iteration 8F: 3 clusters Score -51056.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -34727.496094 Penalty: 997.731201
	Iteration 0F: 2 clusters Score -34727.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33817.625000 Penalty: 1995.462402
	Iteration 0F: 3 clusters Score -33817.62 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34293.808594 Penalty: 1995.462402
	Iteration 1F: 3 clusters Score -34293.81 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34489.664062 Penalty: 1995.462402
	Iteration 2F: 3 clusters Score -34489.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34536.328125 Penalty: 1995.462402
	Iteration 3Q: 3 clusters Score -34536.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34586.679688 Penalty: 1995.462402
	Iteration 4Q: 3 clusters Score -34586.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34601.132812 Penalty: 1995.462402
	Iteration 5Q: 3 clusters Score -34601.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34625.121094 Penalty: 1995.462402
	Iteration 6Q: 3 clusters Score -34625.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34633.421875 Penalty: 1995.462402
	Iteration 7Q: 3 clusters Score -34633.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34634.886719 Penalty: 1995.462402
	Iteration 8Q: 3 clusters Score -34634.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34635.640625 Penalty: 1995.462402
	Iteration 9Q: 3 clusters Score -34635.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34636.105469 Penalty: 1995.462402
	Iteration 10Q: 3 clusters Score -34636.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34636.750000 Penalty: 1995.462402
	Iteration 11Q: 3 clusters Score -34636.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34640.406250 Penalty: 1995.462402
	Iteration 12F: 3 clusters Score -34640.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34647.039062 Penalty: 1995.462402
	Iteration 13Q: 3 clusters Score -34647.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34647.914062 Penalty: 1995.462402
	Iteration 14Q: 3 clusters Score -34647.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -34648.398438 Penalty: 1995.462402
	Iteration 15Q: 3 clusters Score -34648.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -34648.398438 Penalty: 1995.462402
	Iteration 16F: 3 clusters Score -34648.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Entering Unmasked Estep 
Score: -9526.388672 Penalty: 885.094788
	Iteration 0F: 2 clusters Score -9526.389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8835.792969 Penalty: 1770.189575
	Iteration 0F: 3 clusters Score -8835.793 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -9067.760742 Penalty: 1770.189575
	Iteration 1F: 3 clusters Score -9067.761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9100.479492 Penalty: 1770.189575
	Iteration 2F: 3 clusters Score -9100.479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9124.469727 Penalty: 1770.189575
	Iteration 3Q: 3 clusters Score -9124.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9149.076172 Penalty: 1770.189575
	Iteration 4Q: 3 clusters Score -9149.076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9156.023438 Penalty: 1770.189575
	Iteration 5Q: 3 clusters Score -9156.023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9156.023438 Penalty: 1770.189575
	Iteration 6F: 3 clusters Score -9156.023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (83591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83591 members 
Entering Unmasked Estep 
Score: -10938488.000000 Penalty: 1841.724854
	Iteration 0F: 2 clusters Score -1.093849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -10892208.000000 Penalty: 3683.449707
	Iteration 0F: 3 clusters Score -1.089221e+07 nChanged 39564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -10914434.000000 Penalty: 3683.449707
	Iteration 1F: 3 clusters Score -1.091443e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -10915109.000000 Penalty: 3683.449707
	Iteration 2Q: 3 clusters Score -1.091511e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -10916092.000000 Penalty: 3683.449707
	Iteration 3Q: 3 clusters Score -1.091609e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -10917475.000000 Penalty: 3683.449707
	Iteration 4Q: 3 clusters Score -1.091748e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -10919829.000000 Penalty: 3683.449707
	Iteration 5F: 3 clusters Score -1.091983e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61764 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -10923355.000000 Penalty: 3683.449707
	Iteration 6F: 3 clusters Score -1.092336e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68213 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -10927196.000000 Penalty: 3683.449707
	Iteration 7F: 3 clusters Score -1.09272e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73524 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -10930430.000000 Penalty: 3683.449707
	Iteration 8F: 3 clusters Score -1.093043e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76951 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -10932660.000000 Penalty: 3683.449707
	Iteration 9Q: 3 clusters Score -1.093266e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78862 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -10934044.000000 Penalty: 3683.449707
	Iteration 10Q: 3 clusters Score -1.093404e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79930 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -10934905.000000 Penalty: 3683.449707
	Iteration 11Q: 3 clusters Score -1.09349e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80558 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -10935539.000000 Penalty: 3683.449707
	Iteration 12Q: 3 clusters Score -1.093554e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80921 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -10935865.000000 Penalty: 3683.449707
	Iteration 13Q: 3 clusters Score -1.093586e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81090 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -10936081.000000 Penalty: 3683.449707
	Iteration 14Q: 3 clusters Score -1.093608e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81182 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -10936223.000000 Penalty: 3683.449707
	Iteration 15Q: 3 clusters Score -1.093622e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -10936286.000000 Penalty: 3683.449707
	Iteration 16Q: 3 clusters Score -1.093629e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81337 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -10936351.000000 Penalty: 3683.449707
	Iteration 17Q: 3 clusters Score -1.093635e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81390 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -10936420.000000 Penalty: 3683.449707
	Iteration 18Q: 3 clusters Score -1.093642e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81425 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -10936452.000000 Penalty: 3683.449707
	Iteration 19Q: 3 clusters Score -1.093645e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81463 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -10936460.000000 Penalty: 3683.449707
	Iteration 20F: 3 clusters Score -1.093646e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81480 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -10936471.000000 Penalty: 3683.449707
	Iteration 21Q: 3 clusters Score -1.093647e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81497 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -10936483.000000 Penalty: 3683.449707
	Iteration 22Q: 3 clusters Score -1.093648e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81503 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -10936484.000000 Penalty: 3683.449707
	Iteration 23Q: 3 clusters Score -1.093648e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81521 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -10936482.000000 Penalty: 3683.449707
	Iteration 24Q: 3 clusters Score -1.093648e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81532 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -10936503.000000 Penalty: 3683.449707
	Iteration 25Q: 3 clusters Score -1.09365e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81534 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -10936520.000000 Penalty: 3683.449707
	Iteration 26Q: 3 clusters Score -1.093652e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81534 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -10936525.000000 Penalty: 3683.449707
	Iteration 27Q: 3 clusters Score -1.093652e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81536 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -10936535.000000 Penalty: 3683.449707
	Iteration 28Q: 3 clusters Score -1.093654e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81539 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -10936538.000000 Penalty: 3683.449707
	Iteration 29Q: 3 clusters Score -1.093654e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81541 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -10936560.000000 Penalty: 3683.449707
	Iteration 30Q: 3 clusters Score -1.093656e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81556 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -10936553.000000 Penalty: 3683.449707
	Iteration 31Q: 3 clusters Score -1.093655e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -10936551.000000 Penalty: 3683.449707
	Iteration 32Q: 3 clusters Score -1.093655e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -10936567.000000 Penalty: 3683.449707
	Iteration 33Q: 3 clusters Score -1.093657e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81589 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -10936567.000000 Penalty: 3683.449707
	Iteration 34Q: 3 clusters Score -1.093657e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81589 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -10936558.000000 Penalty: 3683.449707
	Iteration 35Q: 3 clusters Score -1.093656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81594 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -10936570.000000 Penalty: 3683.449707
	Iteration 36Q: 3 clusters Score -1.093657e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81594 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -10936575.000000 Penalty: 3683.449707
	Iteration 37Q: 3 clusters Score -1.093658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81598 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -10936570.000000 Penalty: 3683.449707
	Iteration 38Q: 3 clusters Score -1.093657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81605 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -10936563.000000 Penalty: 3683.449707
	Iteration 39Q: 3 clusters Score -1.093656e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81613 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -10936579.000000 Penalty: 3683.449707
	Iteration 40F: 3 clusters Score -1.093658e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -10936572.000000 Penalty: 3683.449707
	Iteration 41Q: 3 clusters Score -1.093657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -10936586.000000 Penalty: 3683.449707
	Iteration 42Q: 3 clusters Score -1.093659e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81624 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -10936588.000000 Penalty: 3683.449707
	Iteration 43Q: 3 clusters Score -1.093659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81627 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -10936602.000000 Penalty: 3683.449707
	Iteration 44Q: 3 clusters Score -1.09366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81629 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -10936601.000000 Penalty: 3683.449707
	Iteration 45Q: 3 clusters Score -1.09366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81630 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -10936608.000000 Penalty: 3683.449707
	Iteration 46Q: 3 clusters Score -1.093661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81632 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -10936606.000000 Penalty: 3683.449707
	Iteration 47Q: 3 clusters Score -1.093661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81634 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -10936606.000000 Penalty: 3683.449707
	Iteration 48Q: 3 clusters Score -1.093661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81636 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -10936612.000000 Penalty: 3683.449707
	Iteration 49Q: 3 clusters Score -1.093661e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81636 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -10936612.000000 Penalty: 3683.449707
	Iteration 50F: 3 clusters Score -1.093661e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Entering Unmasked Estep 
Score: -117946.476562 Penalty: 1113.317505
	Iteration 0F: 2 clusters Score -117946.5 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 462 members 
Entering Unmasked Estep 
Score: -116535.812500 Penalty: 2226.635010
	Iteration 0F: 3 clusters Score -116535.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -116839.773438 Penalty: 2226.635010
	Iteration 1F: 3 clusters Score -116839.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -116961.343750 Penalty: 2226.635010
	Iteration 2F: 3 clusters Score -116961.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -117028.421875 Penalty: 2226.635010
	Iteration 3F: 3 clusters Score -117028.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -117066.382812 Penalty: 2226.635010
	Iteration 4Q: 3 clusters Score -117066.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -117093.820312 Penalty: 2226.635010
	Iteration 5Q: 3 clusters Score -117093.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -117111.992188 Penalty: 2226.635010
	Iteration 6Q: 3 clusters Score -117112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -117121.460938 Penalty: 2226.635010
	Iteration 7Q: 3 clusters Score -117121.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -117134.648438 Penalty: 2226.635010
	Iteration 8Q: 3 clusters Score -117134.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -117139.890625 Penalty: 2226.635010
	Iteration 9Q: 3 clusters Score -117139.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -117143.343750 Penalty: 2226.635010
	Iteration 10Q: 3 clusters Score -117143.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -117145.484375 Penalty: 2226.635010
	Iteration 11Q: 3 clusters Score -117145.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -117145.875000 Penalty: 2226.635010
	Iteration 12Q: 3 clusters Score -117145.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -117146.101562 Penalty: 2226.635010
	Iteration 13Q: 3 clusters Score -117146.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -117146.101562 Penalty: 2226.635010
	Iteration 14F: 3 clusters Score -117146.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Entering Unmasked Estep 
Score: -3335829.000000 Penalty: 1648.718994
	Iteration 0F: 2 clusters Score -3335829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -3318471.000000 Penalty: 3297.437988
	Iteration 0F: 3 clusters Score -3318471 nChanged 11614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -3325026.000000 Penalty: 3297.437988
	Iteration 1F: 3 clusters Score -3325026 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -3325511.500000 Penalty: 3297.437988
	Iteration 2Q: 3 clusters Score -3325512 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -3326095.500000 Penalty: 3297.437988
	Iteration 3F: 3 clusters Score -3326096 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -3326864.500000 Penalty: 3297.437988
	Iteration 4F: 3 clusters Score -3326864 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -3327953.750000 Penalty: 3297.437988
	Iteration 5F: 3 clusters Score -3327954 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -3329380.000000 Penalty: 3297.437988
	Iteration 6F: 3 clusters Score -3329380 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -3330924.500000 Penalty: 3297.437988
	Iteration 7F: 3 clusters Score -3330924 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -3332202.000000 Penalty: 3297.437988
	Iteration 8F: 3 clusters Score -3332202 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -3333086.750000 Penalty: 3297.437988
	Iteration 9Q: 3 clusters Score -3333087 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -3333559.500000 Penalty: 3297.437988
	Iteration 10Q: 3 clusters Score -3333560 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -3333841.750000 Penalty: 3297.437988
	Iteration 11Q: 3 clusters Score -3333842 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -3334065.750000 Penalty: 3297.437988
	Iteration 12Q: 3 clusters Score -3334066 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3334186.750000 Penalty: 3297.437988
	Iteration 13Q: 3 clusters Score -3334187 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3334251.500000 Penalty: 3297.437988
	Iteration 14Q: 3 clusters Score -3334252 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3334290.000000 Penalty: 3297.437988
	Iteration 15Q: 3 clusters Score -3334290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -3334305.750000 Penalty: 3297.437988
	Iteration 16Q: 3 clusters Score -3334306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -3334322.500000 Penalty: 3297.437988
	Iteration 17Q: 3 clusters Score -3334322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -3334340.250000 Penalty: 3297.437988
	Iteration 18Q: 3 clusters Score -3334340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -3334351.000000 Penalty: 3297.437988
	Iteration 19Q: 3 clusters Score -3334351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3334355.500000 Penalty: 3297.437988
	Iteration 20F: 3 clusters Score -3334356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -3334371.250000 Penalty: 3297.437988
	Iteration 21Q: 3 clusters Score -3334371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -3334381.250000 Penalty: 3297.437988
	Iteration 22Q: 3 clusters Score -3334381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -3334386.750000 Penalty: 3297.437988
	Iteration 23Q: 3 clusters Score -3334387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -3334396.750000 Penalty: 3297.437988
	Iteration 24Q: 3 clusters Score -3334397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -3334396.750000 Penalty: 3297.437988
	Iteration 25Q: 3 clusters Score -3334397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -3334401.000000 Penalty: 3297.437988
	Iteration 26Q: 3 clusters Score -3334401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -3334400.750000 Penalty: 3297.437988
	Iteration 27Q: 3 clusters Score -3334401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -3334400.500000 Penalty: 3297.437988
	Iteration 28Q: 3 clusters Score -3334400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -3334403.750000 Penalty: 3297.437988
	Iteration 29Q: 3 clusters Score -3334404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -3334403.750000 Penalty: 3297.437988
	Iteration 30F: 3 clusters Score -3334404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Entering Unmasked Estep 
Score: -1348105.375000 Penalty: 1501.357422
	Iteration 0F: 2 clusters Score -1348105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1340745.000000 Penalty: 3002.714844
	Iteration 0F: 3 clusters Score -1340745 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1343105.000000 Penalty: 3002.714844
	Iteration 1F: 3 clusters Score -1343105 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1343313.250000 Penalty: 3002.714844
	Iteration 2F: 3 clusters Score -1343313 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1343492.375000 Penalty: 3002.714844
	Iteration 3Q: 3 clusters Score -1343492 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1343631.125000 Penalty: 3002.714844
	Iteration 4Q: 3 clusters Score -1343631 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1343754.875000 Penalty: 3002.714844
	Iteration 5Q: 3 clusters Score -1343755 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1343891.875000 Penalty: 3002.714844
	Iteration 6Q: 3 clusters Score -1343892 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1344028.750000 Penalty: 3002.714844
	Iteration 7Q: 3 clusters Score -1344029 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1344187.625000 Penalty: 3002.714844
	Iteration 8Q: 3 clusters Score -1344188 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1344363.250000 Penalty: 3002.714844
	Iteration 9Q: 3 clusters Score -1344363 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1344577.375000 Penalty: 3002.714844
	Iteration 10Q: 3 clusters Score -1344577 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1344778.250000 Penalty: 3002.714844
	Iteration 11Q: 3 clusters Score -1344778 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1345018.250000 Penalty: 3002.714844
	Iteration 12Q: 3 clusters Score -1345018 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1345347.625000 Penalty: 3002.714844
	Iteration 13Q: 3 clusters Score -1345348 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1345682.750000 Penalty: 3002.714844
	Iteration 14Q: 3 clusters Score -1345683 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1345988.500000 Penalty: 3002.714844
	Iteration 15Q: 3 clusters Score -1345988 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1346234.250000 Penalty: 3002.714844
	Iteration 16Q: 3 clusters Score -1346234 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1346376.500000 Penalty: 3002.714844
	Iteration 17Q: 3 clusters Score -1346376 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1346466.375000 Penalty: 3002.714844
	Iteration 18Q: 3 clusters Score -1346466 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1346525.375000 Penalty: 3002.714844
	Iteration 19Q: 3 clusters Score -1346525 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1346567.375000 Penalty: 3002.714844
	Iteration 20F: 3 clusters Score -1346567 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1346601.500000 Penalty: 3002.714844
	Iteration 21Q: 3 clusters Score -1346602 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1346630.125000 Penalty: 3002.714844
	Iteration 22Q: 3 clusters Score -1346630 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1346648.375000 Penalty: 3002.714844
	Iteration 23Q: 3 clusters Score -1346648 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1346669.375000 Penalty: 3002.714844
	Iteration 24Q: 3 clusters Score -1346669 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1346688.625000 Penalty: 3002.714844
	Iteration 25Q: 3 clusters Score -1346689 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1346702.875000 Penalty: 3002.714844
	Iteration 26Q: 3 clusters Score -1346703 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1346715.750000 Penalty: 3002.714844
	Iteration 27Q: 3 clusters Score -1346716 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1346729.500000 Penalty: 3002.714844
	Iteration 28Q: 3 clusters Score -1346730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1346738.625000 Penalty: 3002.714844
	Iteration 29Q: 3 clusters Score -1346739 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1346748.000000 Penalty: 3002.714844
	Iteration 30Q: 3 clusters Score -1346748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1346758.250000 Penalty: 3002.714844
	Iteration 31Q: 3 clusters Score -1346758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1346764.000000 Penalty: 3002.714844
	Iteration 32Q: 3 clusters Score -1346764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1346777.500000 Penalty: 3002.714844
	Iteration 33Q: 3 clusters Score -1346778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1346786.000000 Penalty: 3002.714844
	Iteration 34Q: 3 clusters Score -1346786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1346799.750000 Penalty: 3002.714844
	Iteration 35Q: 3 clusters Score -1346800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1346805.250000 Penalty: 3002.714844
	Iteration 36Q: 3 clusters Score -1346805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1346812.500000 Penalty: 3002.714844
	Iteration 37Q: 3 clusters Score -1346812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1346819.000000 Penalty: 3002.714844
	Iteration 38Q: 3 clusters Score -1346819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1346824.500000 Penalty: 3002.714844
	Iteration 39Q: 3 clusters Score -1346824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1346827.500000 Penalty: 3002.714844
	Iteration 40F: 3 clusters Score -1346828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1346829.875000 Penalty: 3002.714844
	Iteration 41Q: 3 clusters Score -1346830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1346833.125000 Penalty: 3002.714844
	Iteration 42Q: 3 clusters Score -1346833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1346836.500000 Penalty: 3002.714844
	Iteration 43Q: 3 clusters Score -1346836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1346841.625000 Penalty: 3002.714844
	Iteration 44Q: 3 clusters Score -1346842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1346843.875000 Penalty: 3002.714844
	Iteration 45Q: 3 clusters Score -1346844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1346847.000000 Penalty: 3002.714844
	Iteration 46Q: 3 clusters Score -1346847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1346848.375000 Penalty: 3002.714844
	Iteration 47Q: 3 clusters Score -1346848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1346853.000000 Penalty: 3002.714844
	Iteration 48Q: 3 clusters Score -1346853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1346859.125000 Penalty: 3002.714844
	Iteration 49Q: 3 clusters Score -1346859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1346865.125000 Penalty: 3002.714844
	Iteration 50Q: 3 clusters Score -1346865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1346865.250000 Penalty: 3002.714844
	Iteration 51Q: 3 clusters Score -1346865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1346865.750000 Penalty: 3002.714844
	Iteration 52Q: 3 clusters Score -1346866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1346866.250000 Penalty: 3002.714844
	Iteration 53Q: 3 clusters Score -1346866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1346868.375000 Penalty: 3002.714844
	Iteration 54Q: 3 clusters Score -1346868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1346865.750000 Penalty: 3002.714844
	Iteration 55Q: 3 clusters Score -1346866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1346868.375000 Penalty: 3002.714844
	Iteration 56Q: 3 clusters Score -1346868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1346872.000000 Penalty: 3002.714844
	Iteration 57Q: 3 clusters Score -1346872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1346870.750000 Penalty: 3002.714844
	Iteration 58Q: 3 clusters Score -1346871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1346873.125000 Penalty: 3002.714844
	Iteration 59Q: 3 clusters Score -1346873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1346873.875000 Penalty: 3002.714844
	Iteration 60F: 3 clusters Score -1346874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1346875.875000 Penalty: 3002.714844
	Iteration 61Q: 3 clusters Score -1346876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1346875.500000 Penalty: 3002.714844
	Iteration 62Q: 3 clusters Score -1346876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1346879.250000 Penalty: 3002.714844
	Iteration 63Q: 3 clusters Score -1346879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1346880.500000 Penalty: 3002.714844
	Iteration 64Q: 3 clusters Score -1346880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1346880.750000 Penalty: 3002.714844
	Iteration 65Q: 3 clusters Score -1346881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1346882.125000 Penalty: 3002.714844
	Iteration 66Q: 3 clusters Score -1346882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1346881.125000 Penalty: 3002.714844
	Iteration 67Q: 3 clusters Score -1346881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1346881.125000 Penalty: 3002.714844
	Iteration 68F: 3 clusters Score -1346881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Entering Unmasked Estep 
Score: -365538.125000 Penalty: 1299.018066
	Iteration 0F: 2 clusters Score -365538.1 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 1442 members 
Entering Unmasked Estep 
Score: -362849.875000 Penalty: 2598.036133
	Iteration 0F: 3 clusters Score -362849.9 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -363589.250000 Penalty: 2598.036133
	Iteration 1F: 3 clusters Score -363589.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -363774.625000 Penalty: 2598.036133
	Iteration 2F: 3 clusters Score -363774.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -363916.062500 Penalty: 2598.036133
	Iteration 3F: 3 clusters Score -363916.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -364129.031250 Penalty: 2598.036133
	Iteration 4F: 3 clusters Score -364129 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -364326.125000 Penalty: 2598.036133
	Iteration 5F: 3 clusters Score -364326.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -364489.218750 Penalty: 2598.036133
	Iteration 6F: 3 clusters Score -364489.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -364607.750000 Penalty: 2598.036133
	Iteration 7Q: 3 clusters Score -364607.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -364681.906250 Penalty: 2598.036133
	Iteration 8Q: 3 clusters Score -364681.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -364727.625000 Penalty: 2598.036133
	Iteration 9Q: 3 clusters Score -364727.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -364764.343750 Penalty: 2598.036133
	Iteration 10Q: 3 clusters Score -364764.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -364795.812500 Penalty: 2598.036133
	Iteration 11Q: 3 clusters Score -364795.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -364823.468750 Penalty: 2598.036133
	Iteration 12Q: 3 clusters Score -364823.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -364843.125000 Penalty: 2598.036133
	Iteration 13Q: 3 clusters Score -364843.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -364855.500000 Penalty: 2598.036133
	Iteration 14Q: 3 clusters Score -364855.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -364862.718750 Penalty: 2598.036133
	Iteration 15Q: 3 clusters Score -364862.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -364872.468750 Penalty: 2598.036133
	Iteration 16Q: 3 clusters Score -364872.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -364879.968750 Penalty: 2598.036133
	Iteration 17Q: 3 clusters Score -364880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -364886.968750 Penalty: 2598.036133
	Iteration 18Q: 3 clusters Score -364887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -364897.312500 Penalty: 2598.036133
	Iteration 19Q: 3 clusters Score -364897.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -364906.593750 Penalty: 2598.036133
	Iteration 20F: 3 clusters Score -364906.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -364915.468750 Penalty: 2598.036133
	Iteration 21Q: 3 clusters Score -364915.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -364919.812500 Penalty: 2598.036133
	Iteration 22Q: 3 clusters Score -364919.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -364921.281250 Penalty: 2598.036133
	Iteration 23Q: 3 clusters Score -364921.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -364923.406250 Penalty: 2598.036133
	Iteration 24Q: 3 clusters Score -364923.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -364927.656250 Penalty: 2598.036133
	Iteration 25Q: 3 clusters Score -364927.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -364930.187500 Penalty: 2598.036133
	Iteration 26Q: 3 clusters Score -364930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -364932.781250 Penalty: 2598.036133
	Iteration 27Q: 3 clusters Score -364932.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -364932.781250 Penalty: 2598.036133
	Iteration 28F: 3 clusters Score -364932.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62006 members 
Entering Unmasked Estep 
Score: -8179098.500000 Penalty: 1793.185303
	Iteration 0F: 2 clusters Score -8179098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -8146293.000000 Penalty: 3586.370605
	Iteration 0F: 3 clusters Score -8146293 nChanged 29298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -8162621.500000 Penalty: 3586.370605
	Iteration 1F: 3 clusters Score -8162622 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -8163000.000000 Penalty: 3586.370605
	Iteration 2Q: 3 clusters Score -8163000 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -8163455.500000 Penalty: 3586.370605
	Iteration 3Q: 3 clusters Score -8163456 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -8163951.000000 Penalty: 3586.370605
	Iteration 4Q: 3 clusters Score -8163951 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -8164553.000000 Penalty: 3586.370605
	Iteration 5Q: 3 clusters Score -8164553 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -8165676.000000 Penalty: 3586.370605
	Iteration 6Q: 3 clusters Score -8165676 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -8167412.000000 Penalty: 3586.370605
	Iteration 7F: 3 clusters Score -8167412 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -8170031.500000 Penalty: 3586.370605
	Iteration 8F: 3 clusters Score -8170032 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -8173219.500000 Penalty: 3586.370605
	Iteration 9F: 3 clusters Score -8173220 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -8175348.000000 Penalty: 3586.370605
	Iteration 10F: 3 clusters Score -8175348 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -8176509.500000 Penalty: 3586.370605
	Iteration 11Q: 3 clusters Score -8176510 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -8177098.000000 Penalty: 3586.370605
	Iteration 12Q: 3 clusters Score -8177098 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57729 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -8177352.500000 Penalty: 3586.370605
	Iteration 13Q: 3 clusters Score -8177352 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58475 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -8177450.000000 Penalty: 3586.370605
	Iteration 14Q: 3 clusters Score -8177450 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59042 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -8177535.000000 Penalty: 3586.370605
	Iteration 15Q: 3 clusters Score -8177535 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -8177613.500000 Penalty: 3586.370605
	Iteration 16Q: 3 clusters Score -8177614 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59819 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -8177611.500000 Penalty: 3586.370605
	Iteration 17Q: 3 clusters Score -8177612 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60048 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -8177633.000000 Penalty: 3586.370605
	Iteration 18Q: 3 clusters Score -8177633 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8177617.000000 Penalty: 3586.370605
	Iteration 19Q: 3 clusters Score -8177617 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60428 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -8177623.000000 Penalty: 3586.370605
	Iteration 20F: 3 clusters Score -8177623 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60573 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -8177624.000000 Penalty: 3586.370605
	Iteration 21Q: 3 clusters Score -8177624 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8177624.000000 Penalty: 3586.370605
	Iteration 22Q: 3 clusters Score -8177624 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60740 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8177665.000000 Penalty: 3586.370605
	Iteration 23Q: 3 clusters Score -8177665 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60815 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8177641.000000 Penalty: 3586.370605
	Iteration 24Q: 3 clusters Score -8177641 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60864 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8177665.000000 Penalty: 3586.370605
	Iteration 25Q: 3 clusters Score -8177665 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60919 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8177689.500000 Penalty: 3586.370605
	Iteration 26Q: 3 clusters Score -8177690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8177693.000000 Penalty: 3586.370605
	Iteration 27Q: 3 clusters Score -8177693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60999 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8177701.500000 Penalty: 3586.370605
	Iteration 28Q: 3 clusters Score -8177702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61033 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8177712.500000 Penalty: 3586.370605
	Iteration 29Q: 3 clusters Score -8177712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61054 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8177724.500000 Penalty: 3586.370605
	Iteration 30Q: 3 clusters Score -8177724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61069 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8177726.500000 Penalty: 3586.370605
	Iteration 31Q: 3 clusters Score -8177726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8177723.500000 Penalty: 3586.370605
	Iteration 32Q: 3 clusters Score -8177724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61104 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8177718.500000 Penalty: 3586.370605
	Iteration 33Q: 3 clusters Score -8177718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61118 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8177715.000000 Penalty: 3586.370605
	Iteration 34Q: 3 clusters Score -8177715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61137 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8177715.500000 Penalty: 3586.370605
	Iteration 35Q: 3 clusters Score -8177716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61152 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8177717.500000 Penalty: 3586.370605
	Iteration 36Q: 3 clusters Score -8177718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61162 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8177728.000000 Penalty: 3586.370605
	Iteration 37Q: 3 clusters Score -8177728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8177723.500000 Penalty: 3586.370605
	Iteration 38Q: 3 clusters Score -8177724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61176 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8177729.000000 Penalty: 3586.370605
	Iteration 39Q: 3 clusters Score -8177729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8177718.000000 Penalty: 3586.370605
	Iteration 40F: 3 clusters Score -8177718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61191 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8177713.000000 Penalty: 3586.370605
	Iteration 41Q: 3 clusters Score -8177713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61197 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8177713.500000 Penalty: 3586.370605
	Iteration 42Q: 3 clusters Score -8177714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8177711.000000 Penalty: 3586.370605
	Iteration 43Q: 3 clusters Score -8177711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61203 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8177712.000000 Penalty: 3586.370605
	Iteration 44Q: 3 clusters Score -8177712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61206 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8177714.500000 Penalty: 3586.370605
	Iteration 45Q: 3 clusters Score -8177714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8177717.500000 Penalty: 3586.370605
	Iteration 46Q: 3 clusters Score -8177718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61210 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8177713.000000 Penalty: 3586.370605
	Iteration 47Q: 3 clusters Score -8177713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61212 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8177712.000000 Penalty: 3586.370605
	Iteration 48Q: 3 clusters Score -8177712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61214 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8177715.000000 Penalty: 3586.370605
	Iteration 49Q: 3 clusters Score -8177715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61217 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8177705.500000 Penalty: 3586.370605
	Iteration 50Q: 3 clusters Score -8177706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61222 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8177703.000000 Penalty: 3586.370605
	Iteration 51Q: 3 clusters Score -8177703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61227 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8177709.500000 Penalty: 3586.370605
	Iteration 52Q: 3 clusters Score -8177710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61228 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8177702.500000 Penalty: 3586.370605
	Iteration 53Q: 3 clusters Score -8177702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61229 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8177694.500000 Penalty: 3586.370605
	Iteration 54Q: 3 clusters Score -8177694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8177713.000000 Penalty: 3586.370605
	Iteration 55Q: 3 clusters Score -8177713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61238 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8177717.500000 Penalty: 3586.370605
	Iteration 56Q: 3 clusters Score -8177718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61245 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8177712.000000 Penalty: 3586.370605
	Iteration 57Q: 3 clusters Score -8177712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61249 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8177717.000000 Penalty: 3586.370605
	Iteration 58Q: 3 clusters Score -8177717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61249 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8177713.500000 Penalty: 3586.370605
	Iteration 59Q: 3 clusters Score -8177714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61249 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8177713.500000 Penalty: 3586.370605
	Iteration 60F: 3 clusters Score -8177714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (72074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72074 members 
Entering Unmasked Estep 
Score: -9334731.000000 Penalty: 1817.635376
	Iteration 0F: 2 clusters Score -9334731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -9288615.000000 Penalty: 3635.270752
	Iteration 0F: 3 clusters Score -9288615 nChanged 34080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -9308160.000000 Penalty: 3635.270752
	Iteration 1F: 3 clusters Score -9308160 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -9309279.000000 Penalty: 3635.270752
	Iteration 2Q: 3 clusters Score -9309279 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -9310758.000000 Penalty: 3635.270752
	Iteration 3Q: 3 clusters Score -9310758 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -9312555.000000 Penalty: 3635.270752
	Iteration 4F: 3 clusters Score -9312555 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -9314879.000000 Penalty: 3635.270752
	Iteration 5F: 3 clusters Score -9314879 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -9317672.000000 Penalty: 3635.270752
	Iteration 6F: 3 clusters Score -9317672 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -9321143.000000 Penalty: 3635.270752
	Iteration 7F: 3 clusters Score -9321143 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55220 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -9324550.000000 Penalty: 3635.270752
	Iteration 8F: 3 clusters Score -9324550 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -9327292.000000 Penalty: 3635.270752
	Iteration 9Q: 3 clusters Score -9327292 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -9329007.000000 Penalty: 3635.270752
	Iteration 10Q: 3 clusters Score -9329007 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -9329888.000000 Penalty: 3635.270752
	Iteration 11Q: 3 clusters Score -9329888 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60954 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -9330424.000000 Penalty: 3635.270752
	Iteration 12Q: 3 clusters Score -9330424 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61670 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -9330787.000000 Penalty: 3635.270752
	Iteration 13Q: 3 clusters Score -9330787 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62302 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -9331042.000000 Penalty: 3635.270752
	Iteration 14Q: 3 clusters Score -9331042 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -9331231.000000 Penalty: 3635.270752
	Iteration 15Q: 3 clusters Score -9331231 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63394 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -9331435.000000 Penalty: 3635.270752
	Iteration 16Q: 3 clusters Score -9331435 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -9331689.000000 Penalty: 3635.270752
	Iteration 17Q: 3 clusters Score -9331689 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -9331849.000000 Penalty: 3635.270752
	Iteration 18Q: 3 clusters Score -9331849 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64617 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -9332072.000000 Penalty: 3635.270752
	Iteration 19Q: 3 clusters Score -9332072 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -9332270.000000 Penalty: 3635.270752
	Iteration 20F: 3 clusters Score -9332270 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65167 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -9332541.000000 Penalty: 3635.270752
	Iteration 21Q: 3 clusters Score -9332541 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65381 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -9332811.000000 Penalty: 3635.270752
	Iteration 22Q: 3 clusters Score -9332811 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65512 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -9332993.000000 Penalty: 3635.270752
	Iteration 23Q: 3 clusters Score -9332993 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -9333133.000000 Penalty: 3635.270752
	Iteration 24Q: 3 clusters Score -9333133 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65665 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -9333228.000000 Penalty: 3635.270752
	Iteration 25Q: 3 clusters Score -9333228 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65701 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -9333309.000000 Penalty: 3635.270752
	Iteration 26Q: 3 clusters Score -9333309 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -9333379.000000 Penalty: 3635.270752
	Iteration 27Q: 3 clusters Score -9333379 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65742 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -9333432.000000 Penalty: 3635.270752
	Iteration 28Q: 3 clusters Score -9333432 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -9333476.000000 Penalty: 3635.270752
	Iteration 29Q: 3 clusters Score -9333476 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65775 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -9333490.000000 Penalty: 3635.270752
	Iteration 30Q: 3 clusters Score -9333490 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65791 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -9333489.000000 Penalty: 3635.270752
	Iteration 31Q: 3 clusters Score -9333489 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65800 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -9333496.000000 Penalty: 3635.270752
	Iteration 32Q: 3 clusters Score -9333496 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65780 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -9333513.000000 Penalty: 3635.270752
	Iteration 33Q: 3 clusters Score -9333513 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65766 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -9333504.000000 Penalty: 3635.270752
	Iteration 34Q: 3 clusters Score -9333504 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65739 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -9333515.000000 Penalty: 3635.270752
	Iteration 35Q: 3 clusters Score -9333515 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -9333507.000000 Penalty: 3635.270752
	Iteration 36Q: 3 clusters Score -9333507 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65710 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -9333505.000000 Penalty: 3635.270752
	Iteration 37Q: 3 clusters Score -9333505 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65705 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -9333499.000000 Penalty: 3635.270752
	Iteration 38Q: 3 clusters Score -9333499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65702 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -9333503.000000 Penalty: 3635.270752
	Iteration 39Q: 3 clusters Score -9333503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -9333509.000000 Penalty: 3635.270752
	Iteration 40F: 3 clusters Score -9333509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65691 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -9333500.000000 Penalty: 3635.270752
	Iteration 41Q: 3 clusters Score -9333500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65691 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -9333495.000000 Penalty: 3635.270752
	Iteration 42Q: 3 clusters Score -9333495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -9333487.000000 Penalty: 3635.270752
	Iteration 43Q: 3 clusters Score -9333487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65673 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -9333480.000000 Penalty: 3635.270752
	Iteration 44Q: 3 clusters Score -9333480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65655 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -9333488.000000 Penalty: 3635.270752
	Iteration 45Q: 3 clusters Score -9333488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65640 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -9333493.000000 Penalty: 3635.270752
	Iteration 46Q: 3 clusters Score -9333493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65621 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -9333490.000000 Penalty: 3635.270752
	Iteration 47Q: 3 clusters Score -9333490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -9333499.000000 Penalty: 3635.270752
	Iteration 48Q: 3 clusters Score -9333499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65593 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -9333505.000000 Penalty: 3635.270752
	Iteration 49Q: 3 clusters Score -9333505 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65570 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -9333512.000000 Penalty: 3635.270752
	Iteration 50Q: 3 clusters Score -9333512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65558 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -9333511.000000 Penalty: 3635.270752
	Iteration 51Q: 3 clusters Score -9333511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65546 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -9333497.000000 Penalty: 3635.270752
	Iteration 52Q: 3 clusters Score -9333497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -9333506.000000 Penalty: 3635.270752
	Iteration 53Q: 3 clusters Score -9333506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -9333508.000000 Penalty: 3635.270752
	Iteration 54Q: 3 clusters Score -9333508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65521 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -9333521.000000 Penalty: 3635.270752
	Iteration 55Q: 3 clusters Score -9333521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65516 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -9333514.000000 Penalty: 3635.270752
	Iteration 56Q: 3 clusters Score -9333514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -9333518.000000 Penalty: 3635.270752
	Iteration 57Q: 3 clusters Score -9333518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65499 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -9333520.000000 Penalty: 3635.270752
	Iteration 58Q: 3 clusters Score -9333520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -9333522.000000 Penalty: 3635.270752
	Iteration 59Q: 3 clusters Score -9333522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -9333519.000000 Penalty: 3635.270752
	Iteration 60F: 3 clusters Score -9333519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65488 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -9333514.000000 Penalty: 3635.270752
	Iteration 61Q: 3 clusters Score -9333514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65484 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -9333520.000000 Penalty: 3635.270752
	Iteration 62Q: 3 clusters Score -9333520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65485 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -9333525.000000 Penalty: 3635.270752
	Iteration 63Q: 3 clusters Score -9333525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65483 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -9333523.000000 Penalty: 3635.270752
	Iteration 64Q: 3 clusters Score -9333523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65484 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -9333536.000000 Penalty: 3635.270752
	Iteration 65Q: 3 clusters Score -9333536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65484 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -9333535.000000 Penalty: 3635.270752
	Iteration 66Q: 3 clusters Score -9333535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65483 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -9333532.000000 Penalty: 3635.270752
	Iteration 67Q: 3 clusters Score -9333532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65481 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -9333531.000000 Penalty: 3635.270752
	Iteration 68Q: 3 clusters Score -9333531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65477 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -9333530.000000 Penalty: 3635.270752
	Iteration 69Q: 3 clusters Score -9333530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65468 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -9333523.000000 Penalty: 3635.270752
	Iteration 70Q: 3 clusters Score -9333523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -9333519.000000 Penalty: 3635.270752
	Iteration 71Q: 3 clusters Score -9333519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65455 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -9333520.000000 Penalty: 3635.270752
	Iteration 72Q: 3 clusters Score -9333520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65452 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -9333527.000000 Penalty: 3635.270752
	Iteration 73Q: 3 clusters Score -9333527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -9333533.000000 Penalty: 3635.270752
	Iteration 74Q: 3 clusters Score -9333533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65441 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -9333540.000000 Penalty: 3635.270752
	Iteration 75Q: 3 clusters Score -9333540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65435 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -9333544.000000 Penalty: 3635.270752
	Iteration 76Q: 3 clusters Score -9333544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65428 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -9333536.000000 Penalty: 3635.270752
	Iteration 77Q: 3 clusters Score -9333536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65418 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -9333540.000000 Penalty: 3635.270752
	Iteration 78Q: 3 clusters Score -9333540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -9333538.000000 Penalty: 3635.270752
	Iteration 79Q: 3 clusters Score -9333538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65410 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -9333537.000000 Penalty: 3635.270752
	Iteration 80F: 3 clusters Score -9333537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -9333538.000000 Penalty: 3635.270752
	Iteration 81Q: 3 clusters Score -9333538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65403 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -9333538.000000 Penalty: 3635.270752
	Iteration 82Q: 3 clusters Score -9333538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -9333546.000000 Penalty: 3635.270752
	Iteration 83Q: 3 clusters Score -9333546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65395 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -9333550.000000 Penalty: 3635.270752
	Iteration 84Q: 3 clusters Score -9333550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65395 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -9333547.000000 Penalty: 3635.270752
	Iteration 85Q: 3 clusters Score -9333547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65398 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -9333549.000000 Penalty: 3635.270752
	Iteration 86Q: 3 clusters Score -9333549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65400 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -9333541.000000 Penalty: 3635.270752
	Iteration 87Q: 3 clusters Score -9333541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -9333550.000000 Penalty: 3635.270752
	Iteration 88Q: 3 clusters Score -9333550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -9333549.000000 Penalty: 3635.270752
	Iteration 89Q: 3 clusters Score -9333549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -9333551.000000 Penalty: 3635.270752
	Iteration 90Q: 3 clusters Score -9333551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -9333545.000000 Penalty: 3635.270752
	Iteration 91Q: 3 clusters Score -9333545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -9333540.000000 Penalty: 3635.270752
	Iteration 92Q: 3 clusters Score -9333540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -9333540.000000 Penalty: 3635.270752
	Iteration 93Q: 3 clusters Score -9333540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -9333537.000000 Penalty: 3635.270752
	Iteration 94Q: 3 clusters Score -9333537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65396 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -9333536.000000 Penalty: 3635.270752
	Iteration 95Q: 3 clusters Score -9333536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -9333542.000000 Penalty: 3635.270752
	Iteration 96Q: 3 clusters Score -9333542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -9333535.000000 Penalty: 3635.270752
	Iteration 97Q: 3 clusters Score -9333535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -9333535.000000 Penalty: 3635.270752
	Iteration 98F: 3 clusters Score -9333535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Entering Unmasked Estep 
Score: -3679535.750000 Penalty: 1664.323853
	Iteration 0F: 2 clusters Score -3679536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -3660586.500000 Penalty: 3328.647705
	Iteration 0F: 3 clusters Score -3660586 nChanged 12934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -3667517.000000 Penalty: 3328.647705
	Iteration 1F: 3 clusters Score -3667517 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -3667847.000000 Penalty: 3328.647705
	Iteration 2Q: 3 clusters Score -3667847 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3668122.000000 Penalty: 3328.647705
	Iteration 3Q: 3 clusters Score -3668122 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3668345.750000 Penalty: 3328.647705
	Iteration 4Q: 3 clusters Score -3668346 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3668531.500000 Penalty: 3328.647705
	Iteration 5Q: 3 clusters Score -3668532 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3668675.750000 Penalty: 3328.647705
	Iteration 6Q: 3 clusters Score -3668676 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3668852.750000 Penalty: 3328.647705
	Iteration 7Q: 3 clusters Score -3668853 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3669059.000000 Penalty: 3328.647705
	Iteration 8Q: 3 clusters Score -3669059 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -3669274.500000 Penalty: 3328.647705
	Iteration 9Q: 3 clusters Score -3669274 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3669520.250000 Penalty: 3328.647705
	Iteration 10Q: 3 clusters Score -3669520 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3669871.750000 Penalty: 3328.647705
	Iteration 11Q: 3 clusters Score -3669872 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3670348.250000 Penalty: 3328.647705
	Iteration 12Q: 3 clusters Score -3670348 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -3670980.500000 Penalty: 3328.647705
	Iteration 13Q: 3 clusters Score -3670980 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -3671829.250000 Penalty: 3328.647705
	Iteration 14Q: 3 clusters Score -3671829 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -3672889.250000 Penalty: 3328.647705
	Iteration 15Q: 3 clusters Score -3672889 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -3673892.750000 Penalty: 3328.647705
	Iteration 16Q: 3 clusters Score -3673893 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -3674715.250000 Penalty: 3328.647705
	Iteration 17Q: 3 clusters Score -3674715 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -3675261.750000 Penalty: 3328.647705
	Iteration 18Q: 3 clusters Score -3675262 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -3675602.000000 Penalty: 3328.647705
	Iteration 19Q: 3 clusters Score -3675602 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -3675869.000000 Penalty: 3328.647705
	Iteration 20F: 3 clusters Score -3675869 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -3676090.000000 Penalty: 3328.647705
	Iteration 21Q: 3 clusters Score -3676090 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -3676315.000000 Penalty: 3328.647705
	Iteration 22Q: 3 clusters Score -3676315 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -3676545.000000 Penalty: 3328.647705
	Iteration 23Q: 3 clusters Score -3676545 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -3676796.000000 Penalty: 3328.647705
	Iteration 24Q: 3 clusters Score -3676796 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -3676992.000000 Penalty: 3328.647705
	Iteration 25Q: 3 clusters Score -3676992 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -3677219.250000 Penalty: 3328.647705
	Iteration 26Q: 3 clusters Score -3677219 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -3677393.500000 Penalty: 3328.647705
	Iteration 27Q: 3 clusters Score -3677394 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -3677500.500000 Penalty: 3328.647705
	Iteration 28Q: 3 clusters Score -3677500 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -3677600.500000 Penalty: 3328.647705
	Iteration 29Q: 3 clusters Score -3677600 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -3677688.500000 Penalty: 3328.647705
	Iteration 30Q: 3 clusters Score -3677688 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -3677734.500000 Penalty: 3328.647705
	Iteration 31Q: 3 clusters Score -3677734 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3677778.250000 Penalty: 3328.647705
	Iteration 32Q: 3 clusters Score -3677778 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -3677818.250000 Penalty: 3328.647705
	Iteration 33Q: 3 clusters Score -3677818 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -3677845.500000 Penalty: 3328.647705
	Iteration 34Q: 3 clusters Score -3677846 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -3677873.750000 Penalty: 3328.647705
	Iteration 35Q: 3 clusters Score -3677874 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -3677892.250000 Penalty: 3328.647705
	Iteration 36Q: 3 clusters Score -3677892 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -3677903.000000 Penalty: 3328.647705
	Iteration 37Q: 3 clusters Score -3677903 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -3677916.000000 Penalty: 3328.647705
	Iteration 38Q: 3 clusters Score -3677916 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -3677931.750000 Penalty: 3328.647705
	Iteration 39Q: 3 clusters Score -3677932 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -3677942.750000 Penalty: 3328.647705
	Iteration 40F: 3 clusters Score -3677943 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -3677959.250000 Penalty: 3328.647705
	Iteration 41Q: 3 clusters Score -3677959 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3677975.250000 Penalty: 3328.647705
	Iteration 42Q: 3 clusters Score -3677975 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -3677993.750000 Penalty: 3328.647705
	Iteration 43Q: 3 clusters Score -3677994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -3678000.500000 Penalty: 3328.647705
	Iteration 44Q: 3 clusters Score -3678000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -3677998.000000 Penalty: 3328.647705
	Iteration 45Q: 3 clusters Score -3677998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -3678004.750000 Penalty: 3328.647705
	Iteration 46Q: 3 clusters Score -3678005 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -3678024.250000 Penalty: 3328.647705
	Iteration 47Q: 3 clusters Score -3678024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -3678040.250000 Penalty: 3328.647705
	Iteration 48Q: 3 clusters Score -3678040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -3678046.750000 Penalty: 3328.647705
	Iteration 49Q: 3 clusters Score -3678047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -3678047.500000 Penalty: 3328.647705
	Iteration 50Q: 3 clusters Score -3678048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -3678061.000000 Penalty: 3328.647705
	Iteration 51Q: 3 clusters Score -3678061 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -3678062.750000 Penalty: 3328.647705
	Iteration 52Q: 3 clusters Score -3678063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -3678066.250000 Penalty: 3328.647705
	Iteration 53Q: 3 clusters Score -3678066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -3678073.250000 Penalty: 3328.647705
	Iteration 54Q: 3 clusters Score -3678073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3678077.250000 Penalty: 3328.647705
	Iteration 55Q: 3 clusters Score -3678077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -3678086.000000 Penalty: 3328.647705
	Iteration 56Q: 3 clusters Score -3678086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -3678086.500000 Penalty: 3328.647705
	Iteration 57Q: 3 clusters Score -3678086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -3678091.250000 Penalty: 3328.647705
	Iteration 58Q: 3 clusters Score -3678091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -3678088.000000 Penalty: 3328.647705
	Iteration 59Q: 3 clusters Score -3678088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3678092.000000 Penalty: 3328.647705
	Iteration 60F: 3 clusters Score -3678092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -3678095.750000 Penalty: 3328.647705
	Iteration 61Q: 3 clusters Score -3678096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -3678106.750000 Penalty: 3328.647705
	Iteration 62Q: 3 clusters Score -3678107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -3678118.750000 Penalty: 3328.647705
	Iteration 63Q: 3 clusters Score -3678119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -3678124.500000 Penalty: 3328.647705
	Iteration 64Q: 3 clusters Score -3678124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -3678125.000000 Penalty: 3328.647705
	Iteration 65Q: 3 clusters Score -3678125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -3678132.500000 Penalty: 3328.647705
	Iteration 66Q: 3 clusters Score -3678132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -3678132.000000 Penalty: 3328.647705
	Iteration 67Q: 3 clusters Score -3678132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -3678140.750000 Penalty: 3328.647705
	Iteration 68Q: 3 clusters Score -3678141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -3678137.750000 Penalty: 3328.647705
	Iteration 69Q: 3 clusters Score -3678138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -3678143.250000 Penalty: 3328.647705
	Iteration 70Q: 3 clusters Score -3678143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -3678147.500000 Penalty: 3328.647705
	Iteration 71Q: 3 clusters Score -3678148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -3678149.500000 Penalty: 3328.647705
	Iteration 72Q: 3 clusters Score -3678150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -3678148.500000 Penalty: 3328.647705
	Iteration 73Q: 3 clusters Score -3678148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
Score: -3678149.500000 Penalty: 3328.647705
	Iteration 74Q: 3 clusters Score -3678150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -3678151.000000 Penalty: 3328.647705
	Iteration 75Q: 3 clusters Score -3678151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -3678151.000000 Penalty: 3328.647705
	Iteration 76F: 3 clusters Score -3678151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -74119.125000 Penalty: 1057.674927
	Iteration 0F: 2 clusters Score -74119.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72930.640625 Penalty: 2115.349854
	Iteration 0F: 3 clusters Score -72930.64 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -73141.335938 Penalty: 2115.349854
	Iteration 1F: 3 clusters Score -73141.34 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73243.960938 Penalty: 2115.349854
	Iteration 2F: 3 clusters Score -73243.96 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -73316.289062 Penalty: 2115.349854
	Iteration 3F: 3 clusters Score -73316.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -73405.679688 Penalty: 2115.349854
	Iteration 4F: 3 clusters Score -73405.68 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -73518.859375 Penalty: 2115.349854
	Iteration 5Q: 3 clusters Score -73518.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -73665.031250 Penalty: 2115.349854
	Iteration 6Q: 3 clusters Score -73665.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -73796.367188 Penalty: 2115.349854
	Iteration 7Q: 3 clusters Score -73796.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -73875.187500 Penalty: 2115.349854
	Iteration 8Q: 3 clusters Score -73875.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73925.125000 Penalty: 2115.349854
	Iteration 9Q: 3 clusters Score -73925.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -73960.312500 Penalty: 2115.349854
	Iteration 10Q: 3 clusters Score -73960.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -73991.289062 Penalty: 2115.349854
	Iteration 11Q: 3 clusters Score -73991.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74008.148438 Penalty: 2115.349854
	Iteration 12Q: 3 clusters Score -74008.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -74011.882812 Penalty: 2115.349854
	Iteration 13Q: 3 clusters Score -74011.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -74013.390625 Penalty: 2115.349854
	Iteration 14Q: 3 clusters Score -74013.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -74023.320312 Penalty: 2115.349854
	Iteration 15F: 3 clusters Score -74023.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -74072.109375 Penalty: 2115.349854
	Iteration 16Q: 3 clusters Score -74072.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -74122.140625 Penalty: 2115.349854
	Iteration 17Q: 3 clusters Score -74122.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -74127.820312 Penalty: 2115.349854
	Iteration 18Q: 3 clusters Score -74127.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -74130.984375 Penalty: 2115.349854
	Iteration 19Q: 3 clusters Score -74130.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -74130.984375 Penalty: 2115.349854
	Iteration 20F: 3 clusters Score -74130.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 114788 members 
Mstep: Class 2 contains 19033 members 
Mstep: Class 3 contains 611 members 
Mstep: Class 4 contains 325 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 232 members 
Mstep: Class 7 contains 83591 members 
Mstep: Class 8 contains 369 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 25488 members 
Mstep: Class 12 contains 10292 members 
Mstep: Class 13 contains 2963 members 
Mstep: Class 16 contains 62006 members 
Mstep: Class 17 contains 72074 members 
Mstep: Class 18 contains 28057 members 
Mstep: Class 20 contains 302 members 
Mstep: Class 21 contains 589 members 
Entering Unmasked Estep 
Score: -54010244.000000 Penalty: 35783.207031
Splitting cluster 20 changes total score from -54011268.000000 to -54010244.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -57029.300781 Penalty: 1036.494263
	Iteration 0F: 2 clusters Score -57029.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -55968.406250 Penalty: 2072.988525
	Iteration 0F: 3 clusters Score -55968.41 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -56203.160156 Penalty: 2072.988525
	Iteration 1F: 3 clusters Score -56203.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -56252.453125 Penalty: 2072.988525
	Iteration 2F: 3 clusters Score -56252.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -56264.351562 Penalty: 2072.988525
	Iteration 3Q: 3 clusters Score -56264.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -56280.062500 Penalty: 2072.988525
	Iteration 4Q: 3 clusters Score -56280.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -56293.855469 Penalty: 2072.988525
	Iteration 5Q: 3 clusters Score -56293.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56297.035156 Penalty: 2072.988525
	Iteration 6Q: 3 clusters Score -56297.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56298.628906 Penalty: 2072.988525
	Iteration 7Q: 3 clusters Score -56298.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56299.125000 Penalty: 2072.988525
	Iteration 8Q: 3 clusters Score -56299.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56299.125000 Penalty: 2072.988525
	Iteration 9F: 3 clusters Score -56299.12 nChanged 0
--- Evaluating fit on full set of 1266552 points ---
Entering Unmasked Estep 
Score: -161517168.000000 Penalty: 36534.703125
22->17 Clusters: Score -161517168.000000, best is -162102032.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 422184 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 19173 members 
Mstep: Class 3 contains 19080 members 
Mstep: Class 4 contains 19297 members 
Mstep: Class 5 contains 19173 members 
Mstep: Class 6 contains 19210 members 
Mstep: Class 7 contains 19372 members 
Mstep: Class 8 contains 19104 members 
Mstep: Class 9 contains 19387 members 
Mstep: Class 10 contains 19208 members 
Mstep: Class 11 contains 19420 members 
Mstep: Class 12 contains 19249 members 
Mstep: Class 13 contains 19136 members 
Mstep: Class 14 contains 19252 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 16 contains 19259 members 
Mstep: Class 17 contains 19030 members 
Mstep: Class 18 contains 19123 members 
Mstep: Class 19 contains 18886 members 
Mstep: Class 20 contains 19300 members 
Mstep: Class 21 contains 19211 members 
Mstep: Class 22 contains 18977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 518.268372 but Gain 2104.894531
Score: -51587732.000000 Penalty: 44202.781250
Iteration 0F: 22 clusters Score -5.158773e+07 nChanged 402716
Entering Unmasked Mstep 
Mstep: Class 0 contains 963 members 
Mstep: Class 2 contains 17198 members 
Mstep: Class 3 contains 10486 members 
Mstep: Class 4 contains 509 members 
Mstep: Class 5 contains 13456 members 
Mstep: Class 6 contains 35544 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 41338 members 
Mstep: Class 9 contains 191294 members 
Mstep: Class 10 contains 68942 members 
Mstep: Class 11 contains 155 members 
Mstep: Class 12 contains 2402 members 
Mstep: Class 13 contains 10214 members 
Mstep: Class 14 contains 5487 members 
Mstep: Class 15 contains 2968 members 
Mstep: Class 16 contains 1178 members 
Mstep: Class 17 contains 504 members 
Mstep: Class 18 contains 946 members 
Mstep: Class 19 contains 5879 members 
Mstep: Class 20 contains 4726 members 
Mstep: Class 21 contains 1008 members 
Mstep: Class 22 contains 5750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 305.272919 but Gain 2104.890625
Score: -53437160.000000 Penalty: 42097.890625
Iteration 1F: 21 clusters Score -5.343716e+07 nChanged 119608
Entering Unmasked Mstep 
Mstep: Class 0 contains 578 members 
Mstep: Class 2 contains 15000 members 
Mstep: Class 3 contains 7213 members 
Mstep: Class 4 contains 370 members 
Mstep: Class 5 contains 8854 members 
Mstep: Class 6 contains 31418 members 
Mstep: Class 7 contains 510 members 
Mstep: Class 8 contains 39289 members 
Mstep: Class 9 contains 179755 members 
Mstep: Class 10 contains 107545 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 889 members 
Mstep: Class 13 contains 12656 members 
Mstep: Class 14 contains 2907 members 
Mstep: Class 15 contains 1292 members 
Mstep: Class 16 contains 1346 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 2644 members 
Mstep: Class 21 contains 1688 members 
Mstep: Class 22 contains 3714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 347.073883 but Gain 2104.894531
Score: -53586668.000000 Penalty: 39992.996094
Iteration 2F: 20 clusters Score -5.358667e+07 nChanged 94945
Entering Unmasked Mstep 
Mstep: Class 0 contains 399 members 
Mstep: Class 2 contains 14859 members 
Mstep: Class 3 contains 4970 members 
Mstep: Class 4 contains 497 members 
Mstep: Class 5 contains 5339 members 
Mstep: Class 6 contains 26686 members 
Mstep: Class 8 contains 38087 members 
Mstep: Class 9 contains 137869 members 
Mstep: Class 10 contains 161287 members 
Mstep: Class 11 contains 475 members 
Mstep: Class 12 contains 624 members 
Mstep: Class 13 contains 18501 members 
Mstep: Class 14 contains 2047 members 
Mstep: Class 15 contains 722 members 
Mstep: Class 16 contains 1226 members 
Mstep: Class 18 contains 1197 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 1857 members 
Mstep: Class 21 contains 1725 members 
Mstep: Class 22 contains 2353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 655.171143 but Gain 2104.894531
Score: -53614424.000000 Penalty: 37888.101562
Iteration 3F: 19 clusters Score -5.361442e+07 nChanged 88919
Entering Unmasked Mstep 
Mstep: Class 0 contains 317 members 
Mstep: Class 2 contains 17188 members 
Mstep: Class 3 contains 5087 members 
Mstep: Class 4 contains 690 members 
Mstep: Class 5 contains 3640 members 
Mstep: Class 6 contains 25546 members 
Mstep: Class 8 contains 41707 members 
Mstep: Class 9 contains 134846 members 
Mstep: Class 10 contains 160178 members 
Mstep: Class 11 contains 466 members 
Mstep: Class 12 contains 574 members 
Mstep: Class 13 contains 22651 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 16 contains 794 members 
Mstep: Class 18 contains 1135 members 
Mstep: Class 19 contains 971 members 
Mstep: Class 20 contains 1171 members 
Mstep: Class 21 contains 1801 members 
Mstep: Class 22 contains 1924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 720.678955 but Gain 2104.894531
Score: -53669708.000000 Penalty: 35783.207031
Iteration 4F: 18 clusters Score -5.366971e+07 nChanged 53034
Entering Unmasked Mstep 
Mstep: Class 0 contains 261 members 
Mstep: Class 2 contains 20391 members 
Mstep: Class 3 contains 6292 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 2672 members 
Mstep: Class 6 contains 25084 members 
Mstep: Class 8 contains 47845 members 
Mstep: Class 9 contains 141413 members 
Mstep: Class 10 contains 143374 members 
Mstep: Class 11 contains 475 members 
Mstep: Class 12 contains 623 members 
Mstep: Class 13 contains 25082 members 
Mstep: Class 14 contains 1297 members 
Mstep: Class 18 contains 1084 members 
Mstep: Class 19 contains 854 members 
Mstep: Class 20 contains 787 members 
Mstep: Class 21 contains 2172 members 
Mstep: Class 22 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 668.326660 but Gain 2104.894531
Score: -53721364.000000 Penalty: 33678.312500
Iteration 5F: 17 clusters Score -5.372136e+07 nChanged 46555
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 2 contains 23423 members 
Mstep: Class 3 contains 7537 members 
Mstep: Class 4 contains 752 members 
Mstep: Class 5 contains 1967 members 
Mstep: Class 6 contains 25171 members 
Mstep: Class 8 contains 56887 members 
Mstep: Class 9 contains 132395 members 
Mstep: Class 10 contains 139411 members 
Mstep: Class 11 contains 494 members 
Mstep: Class 12 contains 742 members 
Mstep: Class 13 contains 26277 members 
Mstep: Class 14 contains 1157 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 19 contains 814 members 
Mstep: Class 21 contains 2366 members 
Mstep: Class 22 contains 1508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1088.574097 but Gain 2104.896484
Score: -53776356.000000 Penalty: 31573.416016
Iteration 6F: 16 clusters Score -5.377636e+07 nChanged 41514
Entering Unmasked Mstep 
Mstep: Class 0 contains 197 members 
Mstep: Class 2 contains 25448 members 
Mstep: Class 3 contains 8596 members 
Mstep: Class 4 contains 742 members 
Mstep: Class 5 contains 1445 members 
Mstep: Class 6 contains 25127 members 
Mstep: Class 8 contains 65890 members 
Mstep: Class 9 contains 129549 members 
Mstep: Class 10 contains 131550 members 
Mstep: Class 11 contains 509 members 
Mstep: Class 12 contains 842 members 
Mstep: Class 13 contains 26320 members 
Mstep: Class 14 contains 1093 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 21 contains 2546 members 
Mstep: Class 22 contains 1281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1273.369507 but Gain 2104.894531
Score: -53820940.000000 Penalty: 29468.521484
Iteration 7F: 15 clusters Score -5.382094e+07 nChanged 38845
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 2 contains 26621 members 
Mstep: Class 3 contains 9334 members 
Mstep: Class 4 contains 742 members 
Mstep: Class 6 contains 24808 members 
Mstep: Class 8 contains 75152 members 
Mstep: Class 9 contains 126346 members 
Mstep: Class 10 contains 125622 members 
Mstep: Class 11 contains 520 members 
Mstep: Class 12 contains 912 members 
Mstep: Class 13 contains 26044 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 21 contains 2663 members 
Mstep: Class 22 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1310.459717 but Gain 2104.894531
Score: -53857896.000000 Penalty: 27363.626953
Iteration 8F: 14 clusters Score -5.38579e+07 nChanged 35478
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 2 contains 27197 members 
Mstep: Class 3 contains 9662 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 6 contains 24259 members 
Mstep: Class 8 contains 84092 members 
Mstep: Class 9 contains 124054 members 
Mstep: Class 10 contains 120079 members 
Mstep: Class 11 contains 516 members 
Mstep: Class 12 contains 922 members 
Mstep: Class 13 contains 25558 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 18 contains 1036 members 
Mstep: Class 21 contains 2785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53884056.000000 Penalty: 27363.626953
Iteration 9F: 14 clusters Score -5.388406e+07 nChanged 29688
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 2 contains 27411 members 
Mstep: Class 3 contains 9706 members 
Mstep: Class 4 contains 784 members 
Mstep: Class 6 contains 23156 members 
Mstep: Class 8 contains 91659 members 
Mstep: Class 9 contains 122350 members 
Mstep: Class 10 contains 115273 members 
Mstep: Class 11 contains 507 members 
Mstep: Class 12 contains 912 members 
Mstep: Class 13 contains 25206 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 18 contains 1043 members 
Mstep: Class 21 contains 2916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53899456.000000 Penalty: 27363.626953
Iteration 10F: 14 clusters Score -5.389946e+07 nChanged 24339
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 2 contains 27728 members 
Mstep: Class 3 contains 9667 members 
Mstep: Class 4 contains 800 members 
Mstep: Class 6 contains 21933 members 
Mstep: Class 8 contains 97611 members 
Mstep: Class 9 contains 121276 members 
Mstep: Class 10 contains 111431 members 
Mstep: Class 11 contains 498 members 
Mstep: Class 12 contains 902 members 
Mstep: Class 13 contains 25001 members 
Mstep: Class 14 contains 1137 members 
Mstep: Class 18 contains 1052 members 
Mstep: Class 21 contains 3020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53913300.000000 Penalty: 27363.626953
Iteration 11F: 14 clusters Score -5.39133e+07 nChanged 20619
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 28363 members 
Mstep: Class 3 contains 9649 members 
Mstep: Class 4 contains 820 members 
Mstep: Class 6 contains 21031 members 
Mstep: Class 8 contains 103729 members 
Mstep: Class 9 contains 119447 members 
Mstep: Class 10 contains 107853 members 
Mstep: Class 11 contains 479 members 
Mstep: Class 12 contains 906 members 
Mstep: Class 13 contains 24460 members 
Mstep: Class 14 contains 1140 members 
Mstep: Class 18 contains 1056 members 
Mstep: Class 21 contains 3129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53927376.000000 Penalty: 27363.626953
Iteration 12Q: 14 clusters Score -5.392738e+07 nChanged 19404
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 2 contains 29207 members 
Mstep: Class 3 contains 9547 members 
Mstep: Class 4 contains 846 members 
Mstep: Class 6 contains 20008 members 
Mstep: Class 8 contains 110343 members 
Mstep: Class 9 contains 116953 members 
Mstep: Class 10 contains 104574 members 
Mstep: Class 11 contains 465 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 23824 members 
Mstep: Class 14 contains 1140 members 
Mstep: Class 18 contains 1045 members 
Mstep: Class 21 contains 3194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940004.000000 Penalty: 27363.626953
Iteration 13Q: 14 clusters Score -5.394e+07 nChanged 21089
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 2 contains 30338 members 
Mstep: Class 3 contains 9400 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 6 contains 18359 members 
Mstep: Class 8 contains 119129 members 
Mstep: Class 9 contains 113708 members 
Mstep: Class 10 contains 100175 members 
Mstep: Class 11 contains 453 members 
Mstep: Class 12 contains 940 members 
Mstep: Class 13 contains 23277 members 
Mstep: Class 14 contains 1145 members 
Mstep: Class 18 contains 1030 members 
Mstep: Class 21 contains 3240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53948752.000000 Penalty: 27363.626953
Iteration 14Q: 14 clusters Score -5.394875e+07 nChanged 26148
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 2 contains 31524 members 
Mstep: Class 3 contains 9284 members 
Mstep: Class 4 contains 893 members 
Mstep: Class 6 contains 16048 members 
Mstep: Class 8 contains 129930 members 
Mstep: Class 9 contains 110123 members 
Mstep: Class 10 contains 94483 members 
Mstep: Class 11 contains 442 members 
Mstep: Class 12 contains 946 members 
Mstep: Class 13 contains 22979 members 
Mstep: Class 14 contains 1122 members 
Mstep: Class 18 contains 1017 members 
Mstep: Class 21 contains 3273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53948696.000000 Penalty: 27363.626953
Iteration 15F: 14 clusters Score -5.39487e+07 nChanged 27890
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 2 contains 32678 members 
Mstep: Class 3 contains 9198 members 
Mstep: Class 4 contains 916 members 
Mstep: Class 6 contains 13962 members 
Mstep: Class 8 contains 137791 members 
Mstep: Class 9 contains 107984 members 
Mstep: Class 10 contains 89550 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 23234 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 18 contains 1008 members 
Mstep: Class 21 contains 3340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940900.000000 Penalty: 27363.626953
Iteration 16F: 14 clusters Score -5.39409e+07 nChanged 21975
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 2 contains 34448 members 
Mstep: Class 3 contains 9343 members 
Mstep: Class 4 contains 938 members 
Mstep: Class 6 contains 13118 members 
Mstep: Class 8 contains 139267 members 
Mstep: Class 9 contains 107946 members 
Mstep: Class 10 contains 86723 members 
Mstep: Class 11 contains 420 members 
Mstep: Class 12 contains 915 members 
Mstep: Class 13 contains 23479 members 
Mstep: Class 14 contains 992 members 
Mstep: Class 18 contains 996 members 
Mstep: Class 21 contains 3482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941208.000000 Penalty: 27363.626953
Iteration 17F: 14 clusters Score -5.394121e+07 nChanged 15962
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 2 contains 36916 members 
Mstep: Class 3 contains 9663 members 
Mstep: Class 4 contains 968 members 
Mstep: Class 6 contains 12771 members 
Mstep: Class 8 contains 137805 members 
Mstep: Class 9 contains 108606 members 
Mstep: Class 10 contains 85023 members 
Mstep: Class 11 contains 413 members 
Mstep: Class 12 contains 899 members 
Mstep: Class 13 contains 23412 members 
Mstep: Class 14 contains 979 members 
Mstep: Class 18 contains 976 members 
Mstep: Class 21 contains 3638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53946048.000000 Penalty: 27363.626953
Iteration 18Q: 14 clusters Score -5.394605e+07 nChanged 12452
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 2 contains 39535 members 
Mstep: Class 3 contains 10099 members 
Mstep: Class 4 contains 983 members 
Mstep: Class 6 contains 12596 members 
Mstep: Class 8 contains 135746 members 
Mstep: Class 9 contains 109378 members 
Mstep: Class 10 contains 83613 members 
Mstep: Class 11 contains 399 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 13 contains 23116 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 18 contains 973 members 
Mstep: Class 21 contains 3778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53951696.000000 Penalty: 27363.626953
Iteration 19Q: 14 clusters Score -5.39517e+07 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 2 contains 42112 members 
Mstep: Class 3 contains 10569 members 
Mstep: Class 4 contains 998 members 
Mstep: Class 6 contains 12469 members 
Mstep: Class 8 contains 133747 members 
Mstep: Class 9 contains 110128 members 
Mstep: Class 10 contains 82216 members 
Mstep: Class 11 contains 387 members 
Mstep: Class 12 contains 869 members 
Mstep: Class 13 contains 22768 members 
Mstep: Class 14 contains 972 members 
Mstep: Class 18 contains 971 members 
Mstep: Class 21 contains 3865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53956096.000000 Penalty: 27363.626953
Iteration 20F: 14 clusters Score -5.39561e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 2 contains 44566 members 
Mstep: Class 3 contains 11063 members 
Mstep: Class 4 contains 1020 members 
Mstep: Class 6 contains 12344 members 
Mstep: Class 8 contains 131906 members 
Mstep: Class 9 contains 110917 members 
Mstep: Class 10 contains 80760 members 
Mstep: Class 11 contains 387 members 
Mstep: Class 12 contains 859 members 
Mstep: Class 13 contains 22390 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 21 contains 3933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53960788.000000 Penalty: 27363.626953
Iteration 21Q: 14 clusters Score -5.396079e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 2 contains 46786 members 
Mstep: Class 3 contains 11565 members 
Mstep: Class 4 contains 1034 members 
Mstep: Class 6 contains 12253 members 
Mstep: Class 8 contains 130262 members 
Mstep: Class 9 contains 111781 members 
Mstep: Class 10 contains 79199 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 857 members 
Mstep: Class 13 contains 22046 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 18 contains 945 members 
Mstep: Class 21 contains 3983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53964252.000000 Penalty: 27363.626953
Iteration 22Q: 14 clusters Score -5.396425e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 48725 members 
Mstep: Class 3 contains 12052 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 6 contains 12152 members 
Mstep: Class 8 contains 128829 members 
Mstep: Class 9 contains 112582 members 
Mstep: Class 10 contains 77763 members 
Mstep: Class 11 contains 376 members 
Mstep: Class 12 contains 855 members 
Mstep: Class 13 contains 21754 members 
Mstep: Class 14 contains 992 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 21 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53966812.000000 Penalty: 27363.626953
Iteration 23Q: 14 clusters Score -5.396681e+07 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 50390 members 
Mstep: Class 3 contains 12533 members 
Mstep: Class 4 contains 1070 members 
Mstep: Class 6 contains 12094 members 
Mstep: Class 8 contains 127673 members 
Mstep: Class 9 contains 113376 members 
Mstep: Class 10 contains 76275 members 
Mstep: Class 11 contains 368 members 
Mstep: Class 12 contains 854 members 
Mstep: Class 13 contains 21497 members 
Mstep: Class 14 contains 1000 members 
Mstep: Class 18 contains 920 members 
Mstep: Class 21 contains 4028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53968728.000000 Penalty: 27363.626953
Iteration 24Q: 14 clusters Score -5.396873e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 51757 members 
Mstep: Class 3 contains 13058 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 6 contains 12066 members 
Mstep: Class 8 contains 126735 members 
Mstep: Class 9 contains 114107 members 
Mstep: Class 10 contains 74825 members 
Mstep: Class 11 contains 363 members 
Mstep: Class 12 contains 849 members 
Mstep: Class 13 contains 21287 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 18 contains 901 members 
Mstep: Class 21 contains 4034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53970124.000000 Penalty: 27363.626953
Iteration 25Q: 14 clusters Score -5.397012e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 52870 members 
Mstep: Class 3 contains 13556 members 
Mstep: Class 4 contains 1106 members 
Mstep: Class 6 contains 12067 members 
Mstep: Class 8 contains 125970 members 
Mstep: Class 9 contains 114774 members 
Mstep: Class 10 contains 73468 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 847 members 
Mstep: Class 13 contains 21128 members 
Mstep: Class 14 contains 1015 members 
Mstep: Class 18 contains 885 members 
Mstep: Class 21 contains 4033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53972052.000000 Penalty: 27363.626953
Iteration 26Q: 14 clusters Score -5.397205e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 53728 members 
Mstep: Class 3 contains 13994 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 6 contains 12074 members 
Mstep: Class 8 contains 125319 members 
Mstep: Class 9 contains 115522 members 
Mstep: Class 10 contains 72191 members 
Mstep: Class 11 contains 357 members 
Mstep: Class 12 contains 840 members 
Mstep: Class 13 contains 21020 members 
Mstep: Class 14 contains 1024 members 
Mstep: Class 18 contains 873 members 
Mstep: Class 21 contains 4018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53973056.000000 Penalty: 27363.626953
Iteration 27Q: 14 clusters Score -5.397306e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 2 contains 54389 members 
Mstep: Class 3 contains 14407 members 
Mstep: Class 4 contains 1124 members 
Mstep: Class 6 contains 12118 members 
Mstep: Class 8 contains 124755 members 
Mstep: Class 9 contains 116213 members 
Mstep: Class 10 contains 71050 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 836 members 
Mstep: Class 13 contains 20928 members 
Mstep: Class 14 contains 1026 members 
Mstep: Class 18 contains 865 members 
Mstep: Class 21 contains 4012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53973864.000000 Penalty: 27363.626953
Iteration 28Q: 14 clusters Score -5.397386e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 2 contains 54885 members 
Mstep: Class 3 contains 14810 members 
Mstep: Class 4 contains 1135 members 
Mstep: Class 6 contains 12154 members 
Mstep: Class 8 contains 124238 members 
Mstep: Class 9 contains 116942 members 
Mstep: Class 10 contains 69982 members 
Mstep: Class 11 contains 355 members 
Mstep: Class 12 contains 831 members 
Mstep: Class 13 contains 20862 members 
Mstep: Class 14 contains 1028 members 
Mstep: Class 18 contains 853 members 
Mstep: Class 21 contains 4004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53974124.000000 Penalty: 27363.626953
Iteration 29Q: 14 clusters Score -5.397412e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 2 contains 55207 members 
Mstep: Class 3 contains 15196 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 6 contains 12168 members 
Mstep: Class 8 contains 123749 members 
Mstep: Class 9 contains 117639 members 
Mstep: Class 10 contains 69098 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 822 members 
Mstep: Class 13 contains 20831 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 18 contains 848 members 
Mstep: Class 21 contains 3997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53974592.000000 Penalty: 27363.626953
Iteration 30Q: 14 clusters Score -5.397459e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 2 contains 55421 members 
Mstep: Class 3 contains 15633 members 
Mstep: Class 4 contains 1142 members 
Mstep: Class 6 contains 12167 members 
Mstep: Class 8 contains 123347 members 
Mstep: Class 9 contains 118307 members 
Mstep: Class 10 contains 68221 members 
Mstep: Class 11 contains 353 members 
Mstep: Class 12 contains 818 members 
Mstep: Class 13 contains 20816 members 
Mstep: Class 14 contains 1028 members 
Mstep: Class 18 contains 847 members 
Mstep: Class 21 contains 3979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53974680.000000 Penalty: 27363.626953
Iteration 31Q: 14 clusters Score -5.397468e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 2 contains 55535 members 
Mstep: Class 3 contains 16057 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 6 contains 12192 members 
Mstep: Class 8 contains 123011 members 
Mstep: Class 9 contains 118926 members 
Mstep: Class 10 contains 67424 members 
Mstep: Class 11 contains 353 members 
Mstep: Class 12 contains 812 members 
Mstep: Class 13 contains 20790 members 
Mstep: Class 14 contains 1030 members 
Mstep: Class 18 contains 843 members 
Mstep: Class 21 contains 3961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53974624.000000 Penalty: 27363.626953
Iteration 32Q: 14 clusters Score -5.397462e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 2 contains 55604 members 
Mstep: Class 3 contains 16455 members 
Mstep: Class 4 contains 1147 members 
Mstep: Class 6 contains 12213 members 
Mstep: Class 8 contains 122737 members 
Mstep: Class 9 contains 119415 members 
Mstep: Class 10 contains 66753 members 
Mstep: Class 11 contains 353 members 
Mstep: Class 12 contains 809 members 
Mstep: Class 13 contains 20775 members 
Mstep: Class 14 contains 1034 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 21 contains 3945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53974504.000000 Penalty: 27363.626953
Iteration 33Q: 14 clusters Score -5.39745e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 2 contains 55594 members 
Mstep: Class 3 contains 16880 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 6 contains 12245 members 
Mstep: Class 8 contains 122539 members 
Mstep: Class 9 contains 119793 members 
Mstep: Class 10 contains 66123 members 
Mstep: Class 11 contains 353 members 
Mstep: Class 12 contains 812 members 
Mstep: Class 13 contains 20787 members 
Mstep: Class 14 contains 1039 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 21 contains 3928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53974696.000000 Penalty: 27363.626953
Iteration 34Q: 14 clusters Score -5.39747e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 2 contains 55552 members 
Mstep: Class 3 contains 17336 members 
Mstep: Class 4 contains 1154 members 
Mstep: Class 6 contains 12268 members 
Mstep: Class 8 contains 122352 members 
Mstep: Class 9 contains 120136 members 
Mstep: Class 10 contains 65520 members 
Mstep: Class 11 contains 352 members 
Mstep: Class 12 contains 811 members 
Mstep: Class 13 contains 20812 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 18 contains 831 members 
Mstep: Class 21 contains 3912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53974704.000000 Penalty: 27363.626953
Iteration 35Q: 14 clusters Score -5.39747e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 2 contains 55477 members 
Mstep: Class 3 contains 17808 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 6 contains 12270 members 
Mstep: Class 8 contains 122253 members 
Mstep: Class 9 contains 120391 members 
Mstep: Class 10 contains 64962 members 
Mstep: Class 11 contains 351 members 
Mstep: Class 12 contains 810 members 
Mstep: Class 13 contains 20828 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 18 contains 829 members 
Mstep: Class 21 contains 3900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53974676.000000 Penalty: 27363.626953
Iteration 36Q: 14 clusters Score -5.397468e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 2 contains 55375 members 
Mstep: Class 3 contains 18263 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 6 contains 12285 members 
Mstep: Class 8 contains 122228 members 
Mstep: Class 9 contains 120579 members 
Mstep: Class 10 contains 64435 members 
Mstep: Class 11 contains 352 members 
Mstep: Class 12 contains 810 members 
Mstep: Class 13 contains 20831 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 18 contains 825 members 
Mstep: Class 21 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53974704.000000 Penalty: 27363.626953
Iteration 37Q: 14 clusters Score -5.39747e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 2 contains 55282 members 
Mstep: Class 3 contains 18668 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 6 contains 12298 members 
Mstep: Class 8 contains 122128 members 
Mstep: Class 9 contains 120717 members 
Mstep: Class 10 contains 64067 members 
Mstep: Class 11 contains 352 members 
Mstep: Class 12 contains 810 members 
Mstep: Class 13 contains 20850 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 18 contains 823 members 
Mstep: Class 21 contains 3880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53974848.000000 Penalty: 27363.626953
Iteration 38Q: 14 clusters Score -5.397485e+07 nChanged 1331
Entering ConstructFrom: 
Score: -53974848.000000 Penalty: 27363.626953
Entering ConstructFrom: 
Trying to split cluster 2 (55216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55216 members 
Entering Unmasked Estep 
Score: -7189649.500000 Penalty: 1774.338867
	Iteration 0F: 2 clusters Score -7189650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -7153228.000000 Penalty: 3548.677734
	Iteration 0F: 3 clusters Score -7153228 nChanged 26052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -7168109.000000 Penalty: 3548.677734
	Iteration 1F: 3 clusters Score -7168109 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -7168998.000000 Penalty: 3548.677734
	Iteration 2Q: 3 clusters Score -7168998 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -7170156.500000 Penalty: 3548.677734
	Iteration 3Q: 3 clusters Score -7170156 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -7171817.000000 Penalty: 3548.677734
	Iteration 4F: 3 clusters Score -7171817 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -7173990.500000 Penalty: 3548.677734
	Iteration 5F: 3 clusters Score -7173990 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -7176821.500000 Penalty: 3548.677734
	Iteration 6F: 3 clusters Score -7176822 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -7179604.000000 Penalty: 3548.677734
	Iteration 7F: 3 clusters Score -7179604 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -7181855.000000 Penalty: 3548.677734
	Iteration 8F: 3 clusters Score -7181855 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -7183145.000000 Penalty: 3548.677734
	Iteration 9Q: 3 clusters Score -7183145 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -7184012.000000 Penalty: 3548.677734
	Iteration 10Q: 3 clusters Score -7184012 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -7184566.000000 Penalty: 3548.677734
	Iteration 11Q: 3 clusters Score -7184566 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -7185065.000000 Penalty: 3548.677734
	Iteration 12Q: 3 clusters Score -7185065 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -7185464.500000 Penalty: 3548.677734
	Iteration 13Q: 3 clusters Score -7185464 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -7185829.000000 Penalty: 3548.677734
	Iteration 14Q: 3 clusters Score -7185829 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -7186217.500000 Penalty: 3548.677734
	Iteration 15Q: 3 clusters Score -7186218 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -7186551.500000 Penalty: 3548.677734
	Iteration 16Q: 3 clusters Score -7186552 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -7186857.000000 Penalty: 3548.677734
	Iteration 17Q: 3 clusters Score -7186857 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52027 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -7187102.000000 Penalty: 3548.677734
	Iteration 18Q: 3 clusters Score -7187102 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52505 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -7187347.500000 Penalty: 3548.677734
	Iteration 19Q: 3 clusters Score -7187348 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -7187539.000000 Penalty: 3548.677734
	Iteration 20F: 3 clusters Score -7187539 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53243 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -7187678.000000 Penalty: 3548.677734
	Iteration 21Q: 3 clusters Score -7187678 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53532 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -7187831.500000 Penalty: 3548.677734
	Iteration 22Q: 3 clusters Score -7187832 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53768 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -7187951.500000 Penalty: 3548.677734
	Iteration 23Q: 3 clusters Score -7187952 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -7188026.500000 Penalty: 3548.677734
	Iteration 24Q: 3 clusters Score -7188026 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7188090.000000 Penalty: 3548.677734
	Iteration 25Q: 3 clusters Score -7188090 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7188149.000000 Penalty: 3548.677734
	Iteration 26Q: 3 clusters Score -7188149 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54235 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7188206.500000 Penalty: 3548.677734
	Iteration 27Q: 3 clusters Score -7188206 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7188230.500000 Penalty: 3548.677734
	Iteration 28Q: 3 clusters Score -7188230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54352 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7188261.500000 Penalty: 3548.677734
	Iteration 29Q: 3 clusters Score -7188262 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54386 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7188265.500000 Penalty: 3548.677734
	Iteration 30Q: 3 clusters Score -7188266 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7188286.000000 Penalty: 3548.677734
	Iteration 31Q: 3 clusters Score -7188286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7188298.000000 Penalty: 3548.677734
	Iteration 32Q: 3 clusters Score -7188298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7188305.500000 Penalty: 3548.677734
	Iteration 33Q: 3 clusters Score -7188306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7188293.500000 Penalty: 3548.677734
	Iteration 34Q: 3 clusters Score -7188294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7188306.500000 Penalty: 3548.677734
	Iteration 35Q: 3 clusters Score -7188306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7188308.000000 Penalty: 3548.677734
	Iteration 36Q: 3 clusters Score -7188308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7188317.000000 Penalty: 3548.677734
	Iteration 37Q: 3 clusters Score -7188317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7188326.000000 Penalty: 3548.677734
	Iteration 38Q: 3 clusters Score -7188326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7188317.500000 Penalty: 3548.677734
	Iteration 39Q: 3 clusters Score -7188318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7188327.500000 Penalty: 3548.677734
	Iteration 40F: 3 clusters Score -7188328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7188327.000000 Penalty: 3548.677734
	Iteration 41Q: 3 clusters Score -7188327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7188333.500000 Penalty: 3548.677734
	Iteration 42Q: 3 clusters Score -7188334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7188336.000000 Penalty: 3548.677734
	Iteration 43Q: 3 clusters Score -7188336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7188335.500000 Penalty: 3548.677734
	Iteration 44Q: 3 clusters Score -7188336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7188335.000000 Penalty: 3548.677734
	Iteration 45Q: 3 clusters Score -7188335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7188337.000000 Penalty: 3548.677734
	Iteration 46Q: 3 clusters Score -7188337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7188333.500000 Penalty: 3548.677734
	Iteration 47Q: 3 clusters Score -7188334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7188333.500000 Penalty: 3548.677734
	Iteration 48F: 3 clusters Score -7188334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Entering Unmasked Estep 
Score: -2500700.000000 Penalty: 1601.348877
	Iteration 0F: 2 clusters Score -2500700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2487770.000000 Penalty: 3202.697754
	Iteration 0F: 3 clusters Score -2487770 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2492264.250000 Penalty: 3202.697754
	Iteration 1F: 3 clusters Score -2492264 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2492533.750000 Penalty: 3202.697754
	Iteration 2Q: 3 clusters Score -2492534 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2492773.250000 Penalty: 3202.697754
	Iteration 3Q: 3 clusters Score -2492773 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -2493076.000000 Penalty: 3202.697754
	Iteration 4Q: 3 clusters Score -2493076 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -2493537.750000 Penalty: 3202.697754
	Iteration 5Q: 3 clusters Score -2493538 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -2494261.000000 Penalty: 3202.697754
	Iteration 6F: 3 clusters Score -2494261 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2495291.750000 Penalty: 3202.697754
	Iteration 7F: 3 clusters Score -2495292 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2496559.500000 Penalty: 3202.697754
	Iteration 8F: 3 clusters Score -2496560 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2497782.500000 Penalty: 3202.697754
	Iteration 9F: 3 clusters Score -2497782 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2498613.000000 Penalty: 3202.697754
	Iteration 10Q: 3 clusters Score -2498613 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2498990.750000 Penalty: 3202.697754
	Iteration 11Q: 3 clusters Score -2498991 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2499161.750000 Penalty: 3202.697754
	Iteration 12Q: 3 clusters Score -2499162 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2499225.750000 Penalty: 3202.697754
	Iteration 13Q: 3 clusters Score -2499226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2499261.000000 Penalty: 3202.697754
	Iteration 14Q: 3 clusters Score -2499261 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2499290.000000 Penalty: 3202.697754
	Iteration 15Q: 3 clusters Score -2499290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2499314.500000 Penalty: 3202.697754
	Iteration 16Q: 3 clusters Score -2499314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2499334.500000 Penalty: 3202.697754
	Iteration 17Q: 3 clusters Score -2499334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2499343.500000 Penalty: 3202.697754
	Iteration 18Q: 3 clusters Score -2499344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2499356.250000 Penalty: 3202.697754
	Iteration 19Q: 3 clusters Score -2499356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2499362.000000 Penalty: 3202.697754
	Iteration 20F: 3 clusters Score -2499362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2499368.250000 Penalty: 3202.697754
	Iteration 21Q: 3 clusters Score -2499368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2499374.750000 Penalty: 3202.697754
	Iteration 22Q: 3 clusters Score -2499375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2499383.500000 Penalty: 3202.697754
	Iteration 23Q: 3 clusters Score -2499384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2499393.750000 Penalty: 3202.697754
	Iteration 24Q: 3 clusters Score -2499394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2499404.500000 Penalty: 3202.697754
	Iteration 25Q: 3 clusters Score -2499404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2499407.750000 Penalty: 3202.697754
	Iteration 26Q: 3 clusters Score -2499408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2499412.500000 Penalty: 3202.697754
	Iteration 27Q: 3 clusters Score -2499412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2499416.500000 Penalty: 3202.697754
	Iteration 28Q: 3 clusters Score -2499416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2499416.750000 Penalty: 3202.697754
	Iteration 29Q: 3 clusters Score -2499417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2499422.750000 Penalty: 3202.697754
	Iteration 30Q: 3 clusters Score -2499423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2499421.500000 Penalty: 3202.697754
	Iteration 31Q: 3 clusters Score -2499422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2499421.500000 Penalty: 3202.697754
	Iteration 32F: 3 clusters Score -2499422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -122273.203125 Penalty: 1146.908447
	Iteration 0F: 2 clusters Score -122273.2 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 539 members 
Entering Unmasked Estep 
Score: -120746.125000 Penalty: 2293.816895
	Iteration 0F: 3 clusters Score -120746.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -121174.781250 Penalty: 2293.816895
	Iteration 1F: 3 clusters Score -121174.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -121385.500000 Penalty: 2293.816895
	Iteration 2F: 3 clusters Score -121385.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -121544.906250 Penalty: 2293.816895
	Iteration 3F: 3 clusters Score -121544.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -121699.914062 Penalty: 2293.816895
	Iteration 4Q: 3 clusters Score -121699.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -121882.648438 Penalty: 2293.816895
	Iteration 5Q: 3 clusters Score -121882.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -122094.914062 Penalty: 2293.816895
	Iteration 6Q: 3 clusters Score -122094.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -122434.359375 Penalty: 2293.816895
	Iteration 7F: 3 clusters Score -122434.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -122847.023438 Penalty: 2293.816895
	Iteration 8F: 3 clusters Score -122847 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -123158.664062 Penalty: 2293.816895
	Iteration 9F: 3 clusters Score -123158.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -123310.601562 Penalty: 2293.816895
	Iteration 10Q: 3 clusters Score -123310.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -123389.164062 Penalty: 2293.816895
	Iteration 11Q: 3 clusters Score -123389.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -123458.234375 Penalty: 2293.816895
	Iteration 12Q: 3 clusters Score -123458.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -123498.234375 Penalty: 2293.816895
	Iteration 13Q: 3 clusters Score -123498.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -123511.906250 Penalty: 2293.816895
	Iteration 14Q: 3 clusters Score -123511.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -123532.953125 Penalty: 2293.816895
	Iteration 15Q: 3 clusters Score -123533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -123539.968750 Penalty: 2293.816895
	Iteration 16Q: 3 clusters Score -123540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -123546.015625 Penalty: 2293.816895
	Iteration 17Q: 3 clusters Score -123546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -123547.468750 Penalty: 2293.816895
	Iteration 18Q: 3 clusters Score -123547.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -123547.468750 Penalty: 2293.816895
	Iteration 19F: 3 clusters Score -123547.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 55216 members 
Mstep: Class 3 contains 19043 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 6 contains 12308 members 
Mstep: Class 8 contains 122040 members 
Mstep: Class 9 contains 120785 members 
Mstep: Class 10 contains 63779 members 
Mstep: Class 11 contains 352 members 
Mstep: Class 12 contains 809 members 
Mstep: Class 13 contains 20850 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 21 contains 3869 members 
Entering Unmasked Estep 
Score: -53975188.000000 Penalty: 29468.521484
Splitting cluster 4 changes total score from -53974848.000000 to -53975188.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 6 (12308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Entering Unmasked Estep 
Score: -1613746.625000 Penalty: 1530.425781
	Iteration 0F: 2 clusters Score -1613747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1605011.625000 Penalty: 3060.851562
	Iteration 0F: 3 clusters Score -1605012 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1607959.875000 Penalty: 3060.851562
	Iteration 1F: 3 clusters Score -1607960 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1608276.875000 Penalty: 3060.851562
	Iteration 2F: 3 clusters Score -1608277 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1608562.375000 Penalty: 3060.851562
	Iteration 3F: 3 clusters Score -1608562 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1608810.000000 Penalty: 3060.851562
	Iteration 4Q: 3 clusters Score -1608810 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1609025.875000 Penalty: 3060.851562
	Iteration 5Q: 3 clusters Score -1609026 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1609268.625000 Penalty: 3060.851562
	Iteration 6Q: 3 clusters Score -1609269 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1609535.375000 Penalty: 3060.851562
	Iteration 7Q: 3 clusters Score -1609535 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1609879.750000 Penalty: 3060.851562
	Iteration 8Q: 3 clusters Score -1609880 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1610302.750000 Penalty: 3060.851562
	Iteration 9Q: 3 clusters Score -1610303 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1610718.125000 Penalty: 3060.851562
	Iteration 10Q: 3 clusters Score -1610718 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1611038.125000 Penalty: 3060.851562
	Iteration 11Q: 3 clusters Score -1611038 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1611239.000000 Penalty: 3060.851562
	Iteration 12Q: 3 clusters Score -1611239 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1611384.000000 Penalty: 3060.851562
	Iteration 13Q: 3 clusters Score -1611384 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1611487.500000 Penalty: 3060.851562
	Iteration 14Q: 3 clusters Score -1611488 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1611578.750000 Penalty: 3060.851562
	Iteration 15Q: 3 clusters Score -1611579 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1611660.875000 Penalty: 3060.851562
	Iteration 16Q: 3 clusters Score -1611661 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1611736.500000 Penalty: 3060.851562
	Iteration 17Q: 3 clusters Score -1611736 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1611817.625000 Penalty: 3060.851562
	Iteration 18Q: 3 clusters Score -1611818 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1611890.875000 Penalty: 3060.851562
	Iteration 19Q: 3 clusters Score -1611891 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1611964.125000 Penalty: 3060.851562
	Iteration 20F: 3 clusters Score -1611964 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1612026.875000 Penalty: 3060.851562
	Iteration 21Q: 3 clusters Score -1612027 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1612068.000000 Penalty: 3060.851562
	Iteration 22Q: 3 clusters Score -1612068 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1612113.750000 Penalty: 3060.851562
	Iteration 23Q: 3 clusters Score -1612114 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1612148.250000 Penalty: 3060.851562
	Iteration 24Q: 3 clusters Score -1612148 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1612173.250000 Penalty: 3060.851562
	Iteration 25Q: 3 clusters Score -1612173 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1612190.625000 Penalty: 3060.851562
	Iteration 26Q: 3 clusters Score -1612191 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1612218.250000 Penalty: 3060.851562
	Iteration 27Q: 3 clusters Score -1612218 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1612242.000000 Penalty: 3060.851562
	Iteration 28Q: 3 clusters Score -1612242 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1612263.000000 Penalty: 3060.851562
	Iteration 29Q: 3 clusters Score -1612263 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1612280.625000 Penalty: 3060.851562
	Iteration 30Q: 3 clusters Score -1612281 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1612309.625000 Penalty: 3060.851562
	Iteration 31Q: 3 clusters Score -1612310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1612317.250000 Penalty: 3060.851562
	Iteration 32Q: 3 clusters Score -1612317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1612329.750000 Penalty: 3060.851562
	Iteration 33Q: 3 clusters Score -1612330 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1612344.500000 Penalty: 3060.851562
	Iteration 34Q: 3 clusters Score -1612344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1612352.000000 Penalty: 3060.851562
	Iteration 35Q: 3 clusters Score -1612352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1612359.250000 Penalty: 3060.851562
	Iteration 36Q: 3 clusters Score -1612359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1612364.625000 Penalty: 3060.851562
	Iteration 37Q: 3 clusters Score -1612365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1612374.000000 Penalty: 3060.851562
	Iteration 38Q: 3 clusters Score -1612374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1612375.875000 Penalty: 3060.851562
	Iteration 39Q: 3 clusters Score -1612376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1612390.875000 Penalty: 3060.851562
	Iteration 40F: 3 clusters Score -1612391 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1612403.875000 Penalty: 3060.851562
	Iteration 41Q: 3 clusters Score -1612404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1612412.625000 Penalty: 3060.851562
	Iteration 42Q: 3 clusters Score -1612413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1612430.125000 Penalty: 3060.851562
	Iteration 43Q: 3 clusters Score -1612430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1612444.375000 Penalty: 3060.851562
	Iteration 44Q: 3 clusters Score -1612444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1612455.375000 Penalty: 3060.851562
	Iteration 45Q: 3 clusters Score -1612455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1612464.875000 Penalty: 3060.851562
	Iteration 46Q: 3 clusters Score -1612465 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1612475.125000 Penalty: 3060.851562
	Iteration 47Q: 3 clusters Score -1612475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1612481.500000 Penalty: 3060.851562
	Iteration 48Q: 3 clusters Score -1612482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1612483.875000 Penalty: 3060.851562
	Iteration 49Q: 3 clusters Score -1612484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1612488.375000 Penalty: 3060.851562
	Iteration 50Q: 3 clusters Score -1612488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1612499.000000 Penalty: 3060.851562
	Iteration 51Q: 3 clusters Score -1612499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1612501.750000 Penalty: 3060.851562
	Iteration 52Q: 3 clusters Score -1612502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1612507.875000 Penalty: 3060.851562
	Iteration 53Q: 3 clusters Score -1612508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1612508.875000 Penalty: 3060.851562
	Iteration 54Q: 3 clusters Score -1612509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1612518.625000 Penalty: 3060.851562
	Iteration 55Q: 3 clusters Score -1612519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1612518.125000 Penalty: 3060.851562
	Iteration 56Q: 3 clusters Score -1612518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1612523.250000 Penalty: 3060.851562
	Iteration 57Q: 3 clusters Score -1612523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1612527.500000 Penalty: 3060.851562
	Iteration 58Q: 3 clusters Score -1612528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1612532.375000 Penalty: 3060.851562
	Iteration 59Q: 3 clusters Score -1612532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1612529.750000 Penalty: 3060.851562
	Iteration 60F: 3 clusters Score -1612530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1612530.500000 Penalty: 3060.851562
	Iteration 61Q: 3 clusters Score -1612530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1612534.250000 Penalty: 3060.851562
	Iteration 62Q: 3 clusters Score -1612534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1612535.125000 Penalty: 3060.851562
	Iteration 63Q: 3 clusters Score -1612535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1612538.500000 Penalty: 3060.851562
	Iteration 64Q: 3 clusters Score -1612538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1612536.500000 Penalty: 3060.851562
	Iteration 65Q: 3 clusters Score -1612536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1612537.500000 Penalty: 3060.851562
	Iteration 66Q: 3 clusters Score -1612538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1612536.125000 Penalty: 3060.851562
	Iteration 67Q: 3 clusters Score -1612536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1612536.000000 Penalty: 3060.851562
	Iteration 68Q: 3 clusters Score -1612536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1612535.000000 Penalty: 3060.851562
	Iteration 69Q: 3 clusters Score -1612535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1612537.250000 Penalty: 3060.851562
	Iteration 70Q: 3 clusters Score -1612537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1612538.250000 Penalty: 3060.851562
	Iteration 71Q: 3 clusters Score -1612538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1612538.250000 Penalty: 3060.851562
	Iteration 72F: 3 clusters Score -1612538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (122040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122040 members 
Entering Unmasked Estep 
Score: -15814024.000000 Penalty: 1903.216919
	Iteration 0F: 2 clusters Score -1.581402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 60975 members 
Entering Unmasked Estep 
Score: -15744828.000000 Penalty: 3806.433838
	Iteration 0F: 3 clusters Score -1.574483e+07 nChanged 58478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62029 members 
Mstep: Class 2 contains 60011 members 
Entering Unmasked Estep 
Score: -15778871.000000 Penalty: 3806.433838
	Iteration 1F: 3 clusters Score -1.577887e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62491 members 
Mstep: Class 2 contains 59549 members 
Entering Unmasked Estep 
Score: -15779667.000000 Penalty: 3806.433838
	Iteration 2Q: 3 clusters Score -1.577967e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -15780400.000000 Penalty: 3806.433838
	Iteration 3Q: 3 clusters Score -1.57804e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64040 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -15781377.000000 Penalty: 3806.433838
	Iteration 4Q: 3 clusters Score -1.578138e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 56894 members 
Entering Unmasked Estep 
Score: -15782897.000000 Penalty: 3806.433838
	Iteration 5Q: 3 clusters Score -1.57829e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -15785177.000000 Penalty: 3806.433838
	Iteration 6Q: 3 clusters Score -1.578518e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68303 members 
Mstep: Class 2 contains 53737 members 
Entering Unmasked Estep 
Score: -15788968.000000 Penalty: 3806.433838
	Iteration 7F: 3 clusters Score -1.578897e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70110 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -15793687.000000 Penalty: 3806.433838
	Iteration 8F: 3 clusters Score -1.579369e+07 nChanged 8152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
Score: -15797880.000000 Penalty: 3806.433838
	Iteration 9F: 3 clusters Score -1.579788e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71746 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -15800714.000000 Penalty: 3806.433838
	Iteration 10F: 3 clusters Score -1.580071e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71139 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -15802040.000000 Penalty: 3806.433838
	Iteration 11Q: 3 clusters Score -1.580204e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70017 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -15802430.000000 Penalty: 3806.433838
	Iteration 12Q: 3 clusters Score -1.580243e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68814 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -15802521.000000 Penalty: 3806.433838
	Iteration 13Q: 3 clusters Score -1.580252e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67594 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -15802766.000000 Penalty: 3806.433838
	Iteration 14Q: 3 clusters Score -1.580277e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66382 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -15802938.000000 Penalty: 3806.433838
	Iteration 15Q: 3 clusters Score -1.580294e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65321 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
Score: -15803088.000000 Penalty: 3806.433838
	Iteration 16Q: 3 clusters Score -1.580309e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64353 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -15803188.000000 Penalty: 3806.433838
	Iteration 17Q: 3 clusters Score -1.580319e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63434 members 
Mstep: Class 2 contains 58606 members 
Entering Unmasked Estep 
Score: -15803308.000000 Penalty: 3806.433838
	Iteration 18Q: 3 clusters Score -1.580331e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62665 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
Score: -15803383.000000 Penalty: 3806.433838
	Iteration 19Q: 3 clusters Score -1.580338e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -15803505.000000 Penalty: 3806.433838
	Iteration 20F: 3 clusters Score -1.58035e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61137 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -15803743.000000 Penalty: 3806.433838
	Iteration 21Q: 3 clusters Score -1.580374e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 61494 members 
Entering Unmasked Estep 
Score: -15803933.000000 Penalty: 3806.433838
	Iteration 22Q: 3 clusters Score -1.580393e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60022 members 
Mstep: Class 2 contains 62018 members 
Entering Unmasked Estep 
Score: -15804024.000000 Penalty: 3806.433838
	Iteration 23Q: 3 clusters Score -1.580402e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59540 members 
Mstep: Class 2 contains 62500 members 
Entering Unmasked Estep 
Score: -15804093.000000 Penalty: 3806.433838
	Iteration 24Q: 3 clusters Score -1.580409e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59134 members 
Mstep: Class 2 contains 62906 members 
Entering Unmasked Estep 
Score: -15804375.000000 Penalty: 3806.433838
	Iteration 25Q: 3 clusters Score -1.580438e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58676 members 
Mstep: Class 2 contains 63364 members 
Entering Unmasked Estep 
Score: -15804608.000000 Penalty: 3806.433838
	Iteration 26Q: 3 clusters Score -1.580461e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58244 members 
Mstep: Class 2 contains 63796 members 
Entering Unmasked Estep 
Score: -15804812.000000 Penalty: 3806.433838
	Iteration 27Q: 3 clusters Score -1.580481e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57750 members 
Mstep: Class 2 contains 64290 members 
Entering Unmasked Estep 
Score: -15805071.000000 Penalty: 3806.433838
	Iteration 28Q: 3 clusters Score -1.580507e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57201 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -15805255.000000 Penalty: 3806.433838
	Iteration 29Q: 3 clusters Score -1.580526e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 65421 members 
Entering Unmasked Estep 
Score: -15805440.000000 Penalty: 3806.433838
	Iteration 30Q: 3 clusters Score -1.580544e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55942 members 
Mstep: Class 2 contains 66098 members 
Entering Unmasked Estep 
Score: -15805619.000000 Penalty: 3806.433838
	Iteration 31Q: 3 clusters Score -1.580562e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55218 members 
Mstep: Class 2 contains 66822 members 
Entering Unmasked Estep 
Score: -15805896.000000 Penalty: 3806.433838
	Iteration 32Q: 3 clusters Score -1.58059e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54561 members 
Mstep: Class 2 contains 67479 members 
Entering Unmasked Estep 
Score: -15806073.000000 Penalty: 3806.433838
	Iteration 33Q: 3 clusters Score -1.580607e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
Score: -15806294.000000 Penalty: 3806.433838
	Iteration 34Q: 3 clusters Score -1.580629e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 69142 members 
Entering Unmasked Estep 
Score: -15806446.000000 Penalty: 3806.433838
	Iteration 35Q: 3 clusters Score -1.580645e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 70123 members 
Entering Unmasked Estep 
Score: -15806687.000000 Penalty: 3806.433838
	Iteration 36Q: 3 clusters Score -1.580669e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 71204 members 
Entering Unmasked Estep 
Score: -15806997.000000 Penalty: 3806.433838
	Iteration 37Q: 3 clusters Score -1.5807e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 72412 members 
Entering Unmasked Estep 
Score: -15807207.000000 Penalty: 3806.433838
	Iteration 38Q: 3 clusters Score -1.580721e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 73743 members 
Entering Unmasked Estep 
Score: -15807458.000000 Penalty: 3806.433838
	Iteration 39Q: 3 clusters Score -1.580746e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 75165 members 
Entering Unmasked Estep 
Score: -15807782.000000 Penalty: 3806.433838
	Iteration 40F: 3 clusters Score -1.580778e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 76526 members 
Entering Unmasked Estep 
Score: -15807947.000000 Penalty: 3806.433838
	Iteration 41Q: 3 clusters Score -1.580795e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 78018 members 
Entering Unmasked Estep 
Score: -15808220.000000 Penalty: 3806.433838
	Iteration 42Q: 3 clusters Score -1.580822e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 79831 members 
Entering Unmasked Estep 
Score: -15808493.000000 Penalty: 3806.433838
	Iteration 43Q: 3 clusters Score -1.580849e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 82056 members 
Entering Unmasked Estep 
Score: -15808945.000000 Penalty: 3806.433838
	Iteration 44Q: 3 clusters Score -1.580894e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 84659 members 
Entering Unmasked Estep 
Score: -15809724.000000 Penalty: 3806.433838
	Iteration 45Q: 3 clusters Score -1.580972e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 87882 members 
Entering Unmasked Estep 
Score: -15811341.000000 Penalty: 3806.433838
	Iteration 46Q: 3 clusters Score -1.581134e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 91670 members 
Entering Unmasked Estep 
Score: -15814345.000000 Penalty: 3806.433838
	Iteration 47Q: 3 clusters Score -1.581434e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 95606 members 
Entering Unmasked Estep 
Score: -15818844.000000 Penalty: 3806.433838
	Iteration 48Q: 3 clusters Score -1.581884e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 98411 members 
Entering Unmasked Estep 
Score: -15821706.000000 Penalty: 3806.433838
	Iteration 49Q: 3 clusters Score -1.582171e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 100366 members 
Entering Unmasked Estep 
Score: -15823214.000000 Penalty: 3806.433838
	Iteration 50Q: 3 clusters Score -1.582321e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 101727 members 
Entering Unmasked Estep 
Score: -15823979.000000 Penalty: 3806.433838
	Iteration 51Q: 3 clusters Score -1.582398e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 102675 members 
Entering Unmasked Estep 
Score: -15824349.000000 Penalty: 3806.433838
	Iteration 52Q: 3 clusters Score -1.582435e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 103330 members 
Entering Unmasked Estep 
Score: -15824614.000000 Penalty: 3806.433838
	Iteration 53Q: 3 clusters Score -1.582461e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 103790 members 
Entering Unmasked Estep 
Score: -15824648.000000 Penalty: 3806.433838
	Iteration 54Q: 3 clusters Score -1.582465e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 104097 members 
Entering Unmasked Estep 
Score: -15824769.000000 Penalty: 3806.433838
	Iteration 55Q: 3 clusters Score -1.582477e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 104285 members 
Entering Unmasked Estep 
Score: -15824816.000000 Penalty: 3806.433838
	Iteration 56Q: 3 clusters Score -1.582482e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 104389 members 
Entering Unmasked Estep 
Score: -15824825.000000 Penalty: 3806.433838
	Iteration 57Q: 3 clusters Score -1.582482e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 104464 members 
Entering Unmasked Estep 
Score: -15824843.000000 Penalty: 3806.433838
	Iteration 58Q: 3 clusters Score -1.582484e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 104523 members 
Entering Unmasked Estep 
Score: -15824840.000000 Penalty: 3806.433838
	Iteration 59Q: 3 clusters Score -1.582484e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 104583 members 
Entering Unmasked Estep 
Score: -15824834.000000 Penalty: 3806.433838
	Iteration 60F: 3 clusters Score -1.582483e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 104625 members 
Entering Unmasked Estep 
Score: -15824839.000000 Penalty: 3806.433838
	Iteration 61Q: 3 clusters Score -1.582484e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 104651 members 
Entering Unmasked Estep 
Score: -15824881.000000 Penalty: 3806.433838
	Iteration 62Q: 3 clusters Score -1.582488e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 104649 members 
Entering Unmasked Estep 
Score: -15824890.000000 Penalty: 3806.433838
	Iteration 63Q: 3 clusters Score -1.582489e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 104621 members 
Entering Unmasked Estep 
Score: -15824947.000000 Penalty: 3806.433838
	Iteration 64Q: 3 clusters Score -1.582495e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 104597 members 
Entering Unmasked Estep 
Score: -15824954.000000 Penalty: 3806.433838
	Iteration 65Q: 3 clusters Score -1.582495e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 104551 members 
Entering Unmasked Estep 
Score: -15824997.000000 Penalty: 3806.433838
	Iteration 66Q: 3 clusters Score -1.5825e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 104500 members 
Entering Unmasked Estep 
Score: -15825026.000000 Penalty: 3806.433838
	Iteration 67Q: 3 clusters Score -1.582503e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 104449 members 
Entering Unmasked Estep 
Score: -15825088.000000 Penalty: 3806.433838
	Iteration 68Q: 3 clusters Score -1.582509e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 104411 members 
Entering Unmasked Estep 
Score: -15825102.000000 Penalty: 3806.433838
	Iteration 69Q: 3 clusters Score -1.58251e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 104364 members 
Entering Unmasked Estep 
Score: -15825116.000000 Penalty: 3806.433838
	Iteration 70Q: 3 clusters Score -1.582512e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 104329 members 
Entering Unmasked Estep 
Score: -15825123.000000 Penalty: 3806.433838
	Iteration 71Q: 3 clusters Score -1.582512e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 104272 members 
Entering Unmasked Estep 
Score: -15825172.000000 Penalty: 3806.433838
	Iteration 72Q: 3 clusters Score -1.582517e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 104235 members 
Entering Unmasked Estep 
Score: -15825206.000000 Penalty: 3806.433838
	Iteration 73Q: 3 clusters Score -1.582521e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 104228 members 
Entering Unmasked Estep 
Score: -15825231.000000 Penalty: 3806.433838
	Iteration 74Q: 3 clusters Score -1.582523e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 104206 members 
Entering Unmasked Estep 
Score: -15825224.000000 Penalty: 3806.433838
	Iteration 75Q: 3 clusters Score -1.582522e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 104169 members 
Entering Unmasked Estep 
Score: -15825221.000000 Penalty: 3806.433838
	Iteration 76Q: 3 clusters Score -1.582522e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 104126 members 
Entering Unmasked Estep 
Score: -15825215.000000 Penalty: 3806.433838
	Iteration 77Q: 3 clusters Score -1.582522e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 104093 members 
Entering Unmasked Estep 
Score: -15825229.000000 Penalty: 3806.433838
	Iteration 78Q: 3 clusters Score -1.582523e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 104066 members 
Entering Unmasked Estep 
Score: -15825255.000000 Penalty: 3806.433838
	Iteration 79Q: 3 clusters Score -1.582526e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 104057 members 
Entering Unmasked Estep 
Score: -15825237.000000 Penalty: 3806.433838
	Iteration 80F: 3 clusters Score -1.582524e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 104053 members 
Entering Unmasked Estep 
Score: -15825282.000000 Penalty: 3806.433838
	Iteration 81Q: 3 clusters Score -1.582528e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 104030 members 
Entering Unmasked Estep 
Score: -15825285.000000 Penalty: 3806.433838
	Iteration 82Q: 3 clusters Score -1.582528e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 104000 members 
Entering Unmasked Estep 
Score: -15825270.000000 Penalty: 3806.433838
	Iteration 83Q: 3 clusters Score -1.582527e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 103957 members 
Entering Unmasked Estep 
Score: -15825319.000000 Penalty: 3806.433838
	Iteration 84Q: 3 clusters Score -1.582532e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 103918 members 
Entering Unmasked Estep 
Score: -15825350.000000 Penalty: 3806.433838
	Iteration 85Q: 3 clusters Score -1.582535e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 103903 members 
Entering Unmasked Estep 
Score: -15825381.000000 Penalty: 3806.433838
	Iteration 86Q: 3 clusters Score -1.582538e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 103896 members 
Entering Unmasked Estep 
Score: -15825395.000000 Penalty: 3806.433838
	Iteration 87Q: 3 clusters Score -1.58254e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 103891 members 
Entering Unmasked Estep 
Score: -15825380.000000 Penalty: 3806.433838
	Iteration 88Q: 3 clusters Score -1.582538e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 103887 members 
Entering Unmasked Estep 
Score: -15825448.000000 Penalty: 3806.433838
	Iteration 89Q: 3 clusters Score -1.582545e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 103878 members 
Entering Unmasked Estep 
Score: -15825437.000000 Penalty: 3806.433838
	Iteration 90Q: 3 clusters Score -1.582544e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 103871 members 
Entering Unmasked Estep 
Score: -15825427.000000 Penalty: 3806.433838
	Iteration 91Q: 3 clusters Score -1.582543e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 103873 members 
Entering Unmasked Estep 
Score: -15825465.000000 Penalty: 3806.433838
	Iteration 92Q: 3 clusters Score -1.582546e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 103881 members 
Entering Unmasked Estep 
Score: -15825461.000000 Penalty: 3806.433838
	Iteration 93Q: 3 clusters Score -1.582546e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 103870 members 
Entering Unmasked Estep 
Score: -15825471.000000 Penalty: 3806.433838
	Iteration 94Q: 3 clusters Score -1.582547e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 103868 members 
Entering Unmasked Estep 
Score: -15825485.000000 Penalty: 3806.433838
	Iteration 95Q: 3 clusters Score -1.582548e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 103866 members 
Entering Unmasked Estep 
Score: -15825530.000000 Penalty: 3806.433838
	Iteration 96Q: 3 clusters Score -1.582553e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 103868 members 
Entering Unmasked Estep 
Score: -15825475.000000 Penalty: 3806.433838
	Iteration 97Q: 3 clusters Score -1.582548e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 103859 members 
Entering Unmasked Estep 
Score: -15825483.000000 Penalty: 3806.433838
	Iteration 98Q: 3 clusters Score -1.582548e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 103844 members 
Entering Unmasked Estep 
Score: -15825492.000000 Penalty: 3806.433838
	Iteration 99Q: 3 clusters Score -1.582549e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 103825 members 
Entering Unmasked Estep 
Score: -15825498.000000 Penalty: 3806.433838
	Iteration 100F: 3 clusters Score -1.58255e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 103797 members 
Entering Unmasked Estep 
Score: -15825504.000000 Penalty: 3806.433838
	Iteration 101Q: 3 clusters Score -1.58255e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 103783 members 
Entering Unmasked Estep 
Score: -15825500.000000 Penalty: 3806.433838
	Iteration 102Q: 3 clusters Score -1.58255e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 103779 members 
Entering Unmasked Estep 
Score: -15825535.000000 Penalty: 3806.433838
	Iteration 103Q: 3 clusters Score -1.582554e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 103790 members 
Entering Unmasked Estep 
Score: -15825533.000000 Penalty: 3806.433838
	Iteration 104Q: 3 clusters Score -1.582553e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 103788 members 
Entering Unmasked Estep 
Score: -15825520.000000 Penalty: 3806.433838
	Iteration 105Q: 3 clusters Score -1.582552e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 103781 members 
Entering Unmasked Estep 
Score: -15825526.000000 Penalty: 3806.433838
	Iteration 106Q: 3 clusters Score -1.582553e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 103792 members 
Entering Unmasked Estep 
Score: -15825538.000000 Penalty: 3806.433838
	Iteration 107Q: 3 clusters Score -1.582554e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 103800 members 
Entering Unmasked Estep 
Score: -15825551.000000 Penalty: 3806.433838
	Iteration 108Q: 3 clusters Score -1.582555e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 103823 members 
Entering Unmasked Estep 
Score: -15825561.000000 Penalty: 3806.433838
	Iteration 109Q: 3 clusters Score -1.582556e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 103835 members 
Entering Unmasked Estep 
Score: -15825535.000000 Penalty: 3806.433838
	Iteration 110Q: 3 clusters Score -1.582554e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 103837 members 
Entering Unmasked Estep 
Score: -15825533.000000 Penalty: 3806.433838
	Iteration 111Q: 3 clusters Score -1.582553e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 103831 members 
Entering Unmasked Estep 
Score: -15825577.000000 Penalty: 3806.433838
	Iteration 112Q: 3 clusters Score -1.582558e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 103826 members 
Entering Unmasked Estep 
Score: -15825542.000000 Penalty: 3806.433838
	Iteration 113Q: 3 clusters Score -1.582554e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 103818 members 
Entering Unmasked Estep 
Score: -15825546.000000 Penalty: 3806.433838
	Iteration 114Q: 3 clusters Score -1.582555e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 103811 members 
Entering Unmasked Estep 
Score: -15825543.000000 Penalty: 3806.433838
	Iteration 115Q: 3 clusters Score -1.582554e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 103804 members 
Entering Unmasked Estep 
Score: -15825526.000000 Penalty: 3806.433838
	Iteration 116Q: 3 clusters Score -1.582553e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 103799 members 
Entering Unmasked Estep 
Score: -15825535.000000 Penalty: 3806.433838
	Iteration 117Q: 3 clusters Score -1.582554e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 103791 members 
Entering Unmasked Estep 
Score: -15825523.000000 Penalty: 3806.433838
	Iteration 118Q: 3 clusters Score -1.582552e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 103781 members 
Entering Unmasked Estep 
Score: -15825529.000000 Penalty: 3806.433838
	Iteration 119Q: 3 clusters Score -1.582553e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 103782 members 
Entering Unmasked Estep 
Score: -15825529.000000 Penalty: 3806.433838
	Iteration 120F: 3 clusters Score -1.582553e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 103778 members 
Entering Unmasked Estep 
Score: -15825529.000000 Penalty: 3806.433838
	Iteration 121Q: 3 clusters Score -1.582553e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 103775 members 
Entering Unmasked Estep 
Score: -15825532.000000 Penalty: 3806.433838
	Iteration 122Q: 3 clusters Score -1.582553e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 103775 members 
Entering Unmasked Estep 
Score: -15825531.000000 Penalty: 3806.433838
	Iteration 123Q: 3 clusters Score -1.582553e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 103781 members 
Entering Unmasked Estep 
Score: -15825522.000000 Penalty: 3806.433838
	Iteration 124Q: 3 clusters Score -1.582552e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 103782 members 
Entering Unmasked Estep 
Score: -15825507.000000 Penalty: 3806.433838
	Iteration 125Q: 3 clusters Score -1.582551e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 103781 members 
Entering Unmasked Estep 
Score: -15825510.000000 Penalty: 3806.433838
	Iteration 126Q: 3 clusters Score -1.582551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 103778 members 
Entering Unmasked Estep 
Score: -15825528.000000 Penalty: 3806.433838
	Iteration 127Q: 3 clusters Score -1.582553e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 103777 members 
Entering Unmasked Estep 
Score: -15825530.000000 Penalty: 3806.433838
	Iteration 128Q: 3 clusters Score -1.582553e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 103774 members 
Entering Unmasked Estep 
Score: -15825530.000000 Penalty: 3806.433838
	Iteration 129Q: 3 clusters Score -1.582553e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 103774 members 
Entering Unmasked Estep 
Score: -15825533.000000 Penalty: 3806.433838
	Iteration 130Q: 3 clusters Score -1.582553e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 103773 members 
Entering Unmasked Estep 
Score: -15825515.000000 Penalty: 3806.433838
	Iteration 131Q: 3 clusters Score -1.582552e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 103770 members 
Entering Unmasked Estep 
Score: -15825546.000000 Penalty: 3806.433838
	Iteration 132Q: 3 clusters Score -1.582555e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 103767 members 
Entering Unmasked Estep 
Score: -15825529.000000 Penalty: 3806.433838
	Iteration 133Q: 3 clusters Score -1.582553e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 103763 members 
Entering Unmasked Estep 
Score: -15825527.000000 Penalty: 3806.433838
	Iteration 134Q: 3 clusters Score -1.582553e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 103757 members 
Entering Unmasked Estep 
Score: -15825530.000000 Penalty: 3806.433838
	Iteration 135Q: 3 clusters Score -1.582553e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 103743 members 
Entering Unmasked Estep 
Score: -15825539.000000 Penalty: 3806.433838
	Iteration 136Q: 3 clusters Score -1.582554e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 103718 members 
Entering Unmasked Estep 
Score: -15825557.000000 Penalty: 3806.433838
	Iteration 137Q: 3 clusters Score -1.582556e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 103705 members 
Entering Unmasked Estep 
Score: -15825556.000000 Penalty: 3806.433838
	Iteration 138Q: 3 clusters Score -1.582556e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 103698 members 
Entering Unmasked Estep 
Score: -15825571.000000 Penalty: 3806.433838
	Iteration 139Q: 3 clusters Score -1.582557e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 103687 members 
Entering Unmasked Estep 
Score: -15825577.000000 Penalty: 3806.433838
	Iteration 140F: 3 clusters Score -1.582558e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 103672 members 
Entering Unmasked Estep 
Score: -15825603.000000 Penalty: 3806.433838
	Iteration 141Q: 3 clusters Score -1.58256e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 103660 members 
Entering Unmasked Estep 
Score: -15825594.000000 Penalty: 3806.433838
	Iteration 142Q: 3 clusters Score -1.582559e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 103642 members 
Entering Unmasked Estep 
Score: -15825606.000000 Penalty: 3806.433838
	Iteration 143Q: 3 clusters Score -1.582561e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 103620 members 
Entering Unmasked Estep 
Score: -15825626.000000 Penalty: 3806.433838
	Iteration 144Q: 3 clusters Score -1.582563e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 103600 members 
Entering Unmasked Estep 
Score: -15825627.000000 Penalty: 3806.433838
	Iteration 145Q: 3 clusters Score -1.582563e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 103583 members 
Entering Unmasked Estep 
Score: -15825637.000000 Penalty: 3806.433838
	Iteration 146Q: 3 clusters Score -1.582564e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 103560 members 
Entering Unmasked Estep 
Score: -15825636.000000 Penalty: 3806.433838
	Iteration 147Q: 3 clusters Score -1.582564e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 103530 members 
Entering Unmasked Estep 
Score: -15825622.000000 Penalty: 3806.433838
	Iteration 148Q: 3 clusters Score -1.582562e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 103518 members 
Entering Unmasked Estep 
Score: -15825633.000000 Penalty: 3806.433838
	Iteration 149Q: 3 clusters Score -1.582563e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 103509 members 
Entering Unmasked Estep 
Score: -15825607.000000 Penalty: 3806.433838
	Iteration 150Q: 3 clusters Score -1.582561e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 103495 members 
Entering Unmasked Estep 
Score: -15825619.000000 Penalty: 3806.433838
	Iteration 151Q: 3 clusters Score -1.582562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 103485 members 
Entering Unmasked Estep 
Score: -15825630.000000 Penalty: 3806.433838
	Iteration 152Q: 3 clusters Score -1.582563e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 103473 members 
Entering Unmasked Estep 
Score: -15825630.000000 Penalty: 3806.433838
	Iteration 153Q: 3 clusters Score -1.582563e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 103466 members 
Entering Unmasked Estep 
Score: -15825639.000000 Penalty: 3806.433838
	Iteration 154Q: 3 clusters Score -1.582564e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 103461 members 
Entering Unmasked Estep 
Score: -15825641.000000 Penalty: 3806.433838
	Iteration 155Q: 3 clusters Score -1.582564e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 103452 members 
Entering Unmasked Estep 
Score: -15825649.000000 Penalty: 3806.433838
	Iteration 156Q: 3 clusters Score -1.582565e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 103443 members 
Entering Unmasked Estep 
Score: -15825662.000000 Penalty: 3806.433838
	Iteration 157Q: 3 clusters Score -1.582566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 103434 members 
Entering Unmasked Estep 
Score: -15825660.000000 Penalty: 3806.433838
	Iteration 158Q: 3 clusters Score -1.582566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 103428 members 
Entering Unmasked Estep 
Score: -15825654.000000 Penalty: 3806.433838
	Iteration 159Q: 3 clusters Score -1.582565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 103422 members 
Entering Unmasked Estep 
Score: -15825666.000000 Penalty: 3806.433838
	Iteration 160F: 3 clusters Score -1.582567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 103417 members 
Entering Unmasked Estep 
Score: -15825671.000000 Penalty: 3806.433838
	Iteration 161Q: 3 clusters Score -1.582567e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 103411 members 
Entering Unmasked Estep 
Score: -15825672.000000 Penalty: 3806.433838
	Iteration 162Q: 3 clusters Score -1.582567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 103410 members 
Entering Unmasked Estep 
Score: -15825670.000000 Penalty: 3806.433838
	Iteration 163Q: 3 clusters Score -1.582567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 103408 members 
Entering Unmasked Estep 
Score: -15825682.000000 Penalty: 3806.433838
	Iteration 164Q: 3 clusters Score -1.582568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 103405 members 
Entering Unmasked Estep 
Score: -15825681.000000 Penalty: 3806.433838
	Iteration 165Q: 3 clusters Score -1.582568e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 103404 members 
Entering Unmasked Estep 
Score: -15825683.000000 Penalty: 3806.433838
	Iteration 166Q: 3 clusters Score -1.582568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 103404 members 
Entering Unmasked Estep 
Score: -15825674.000000 Penalty: 3806.433838
	Iteration 167Q: 3 clusters Score -1.582567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 103405 members 
Entering Unmasked Estep 
Score: -15825675.000000 Penalty: 3806.433838
	Iteration 168Q: 3 clusters Score -1.582568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 103406 members 
Entering Unmasked Estep 
Score: -15825675.000000 Penalty: 3806.433838
	Iteration 169Q: 3 clusters Score -1.582568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 103406 members 
Entering Unmasked Estep 
Score: -15825675.000000 Penalty: 3806.433838
	Iteration 170F: 3 clusters Score -1.582568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 55216 members 
Mstep: Class 3 contains 19043 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 103406 members 
Mstep: Class 6 contains 12308 members 
Mstep: Class 8 contains 18634 members 
Mstep: Class 9 contains 120785 members 
Mstep: Class 10 contains 63779 members 
Mstep: Class 11 contains 352 members 
Mstep: Class 12 contains 809 members 
Mstep: Class 13 contains 20850 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 21 contains 3869 members 
Entering Unmasked Estep 
Score: -53985904.000000 Penalty: 31573.416016
Splitting cluster 8 changes total score from -53974848.000000 to -53985904.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 9 (120785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120785 members 
Entering Unmasked Estep 
Score: -15755576.000000 Penalty: 1901.537109
	Iteration 0F: 2 clusters Score -1.575558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60563 members 
Mstep: Class 2 contains 60222 members 
Entering Unmasked Estep 
Score: -15693065.000000 Penalty: 3803.074219
	Iteration 0F: 3 clusters Score -1.569306e+07 nChanged 58055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -15727095.000000 Penalty: 3803.074219
	Iteration 1F: 3 clusters Score -1.57271e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61996 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -15728388.000000 Penalty: 3803.074219
	Iteration 2Q: 3 clusters Score -1.572839e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61180 members 
Mstep: Class 2 contains 59605 members 
Entering Unmasked Estep 
Score: -15730060.000000 Penalty: 3803.074219
	Iteration 3Q: 3 clusters Score -1.573006e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59343 members 
Mstep: Class 2 contains 61442 members 
Entering Unmasked Estep 
Score: -15732850.000000 Penalty: 3803.074219
	Iteration 4F: 3 clusters Score -1.573285e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56197 members 
Mstep: Class 2 contains 64588 members 
Entering Unmasked Estep 
Score: -15736735.000000 Penalty: 3803.074219
	Iteration 5F: 3 clusters Score -1.573674e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 68835 members 
Entering Unmasked Estep 
Score: -15741486.000000 Penalty: 3803.074219
	Iteration 6F: 3 clusters Score -1.574149e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 73767 members 
Entering Unmasked Estep 
Score: -15745206.000000 Penalty: 3803.074219
	Iteration 7F: 3 clusters Score -1.574521e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 78141 members 
Entering Unmasked Estep 
Score: -15746853.000000 Penalty: 3803.074219
	Iteration 8F: 3 clusters Score -1.574685e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 81764 members 
Entering Unmasked Estep 
Score: -15747088.000000 Penalty: 3803.074219
	Iteration 9Q: 3 clusters Score -1.574709e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 84368 members 
Entering Unmasked Estep 
Score: -15746699.000000 Penalty: 3803.074219
	Iteration 10Q: 3 clusters Score -1.57467e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 86095 members 
Entering Unmasked Estep 
Score: -15746384.000000 Penalty: 3803.074219
	Iteration 11Q: 3 clusters Score -1.574638e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 87036 members 
Entering Unmasked Estep 
Score: -15746147.000000 Penalty: 3803.074219
	Iteration 12Q: 3 clusters Score -1.574615e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 87325 members 
Entering Unmasked Estep 
Score: -15745904.000000 Penalty: 3803.074219
	Iteration 13Q: 3 clusters Score -1.57459e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 87227 members 
Entering Unmasked Estep 
Score: -15745655.000000 Penalty: 3803.074219
	Iteration 14Q: 3 clusters Score -1.574566e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 86662 members 
Entering Unmasked Estep 
Score: -15745582.000000 Penalty: 3803.074219
	Iteration 15Q: 3 clusters Score -1.574558e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 85757 members 
Entering Unmasked Estep 
Score: -15745600.000000 Penalty: 3803.074219
	Iteration 16Q: 3 clusters Score -1.57456e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 84453 members 
Entering Unmasked Estep 
Score: -15745670.000000 Penalty: 3803.074219
	Iteration 17Q: 3 clusters Score -1.574567e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 82842 members 
Entering Unmasked Estep 
Score: -15745974.000000 Penalty: 3803.074219
	Iteration 18Q: 3 clusters Score -1.574597e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 81027 members 
Entering Unmasked Estep 
Score: -15746377.000000 Penalty: 3803.074219
	Iteration 19Q: 3 clusters Score -1.574638e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 78945 members 
Entering Unmasked Estep 
Score: -15747134.000000 Penalty: 3803.074219
	Iteration 20F: 3 clusters Score -1.574713e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 76466 members 
Entering Unmasked Estep 
Score: -15747776.000000 Penalty: 3803.074219
	Iteration 21Q: 3 clusters Score -1.574778e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -15748457.000000 Penalty: 3803.074219
	Iteration 22Q: 3 clusters Score -1.574846e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 70753 members 
Entering Unmasked Estep 
Score: -15749229.000000 Penalty: 3803.074219
	Iteration 23Q: 3 clusters Score -1.574923e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
Score: -15750083.000000 Penalty: 3803.074219
	Iteration 24Q: 3 clusters Score -1.575008e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 64102 members 
Entering Unmasked Estep 
Score: -15751007.000000 Penalty: 3803.074219
	Iteration 25Q: 3 clusters Score -1.575101e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60749 members 
Mstep: Class 2 contains 60036 members 
Entering Unmasked Estep 
Score: -15751723.000000 Penalty: 3803.074219
	Iteration 26Q: 3 clusters Score -1.575172e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -15751599.000000 Penalty: 3803.074219
	Iteration 27Q: 3 clusters Score -1.57516e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69463 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -15750904.000000 Penalty: 3803.074219
	Iteration 28Q: 3 clusters Score -1.57509e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73911 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -15749925.000000 Penalty: 3803.074219
	Iteration 29Q: 3 clusters Score -1.574992e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78391 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -15748840.000000 Penalty: 3803.074219
	Iteration 30Q: 3 clusters Score -1.574884e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82512 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -15747662.000000 Penalty: 3803.074219
	Iteration 31Q: 3 clusters Score -1.574766e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85686 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -15746500.000000 Penalty: 3803.074219
	Iteration 32Q: 3 clusters Score -1.57465e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87778 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -15745554.000000 Penalty: 3803.074219
	Iteration 33Q: 3 clusters Score -1.574555e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88934 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -15744903.000000 Penalty: 3803.074219
	Iteration 34Q: 3 clusters Score -1.57449e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89594 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -15744420.000000 Penalty: 3803.074219
	Iteration 35Q: 3 clusters Score -1.574442e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89889 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -15744082.000000 Penalty: 3803.074219
	Iteration 36Q: 3 clusters Score -1.574408e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89935 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -15743971.000000 Penalty: 3803.074219
	Iteration 37Q: 3 clusters Score -1.574397e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89785 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -15743858.000000 Penalty: 3803.074219
	Iteration 38Q: 3 clusters Score -1.574386e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89509 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -15743896.000000 Penalty: 3803.074219
	Iteration 39Q: 3 clusters Score -1.57439e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89142 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -15745908.000000 Penalty: 3803.074219
	Iteration 40F: 3 clusters Score -1.574591e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90618 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -15745659.000000 Penalty: 3803.074219
	Iteration 41Q: 3 clusters Score -1.574566e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91432 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -15745274.000000 Penalty: 3803.074219
	Iteration 42Q: 3 clusters Score -1.574527e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91743 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -15744884.000000 Penalty: 3803.074219
	Iteration 43Q: 3 clusters Score -1.574488e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91598 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -15744550.000000 Penalty: 3803.074219
	Iteration 44Q: 3 clusters Score -1.574455e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91111 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -15744284.000000 Penalty: 3803.074219
	Iteration 45Q: 3 clusters Score -1.574428e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90306 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -15744074.000000 Penalty: 3803.074219
	Iteration 46Q: 3 clusters Score -1.574407e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89251 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -15744040.000000 Penalty: 3803.074219
	Iteration 47Q: 3 clusters Score -1.574404e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87867 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -15744215.000000 Penalty: 3803.074219
	Iteration 48Q: 3 clusters Score -1.574422e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86231 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -15744410.000000 Penalty: 3803.074219
	Iteration 49Q: 3 clusters Score -1.574441e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84337 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -15744749.000000 Penalty: 3803.074219
	Iteration 50Q: 3 clusters Score -1.574475e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82283 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -15745073.000000 Penalty: 3803.074219
	Iteration 51Q: 3 clusters Score -1.574507e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -15745596.000000 Penalty: 3803.074219
	Iteration 52Q: 3 clusters Score -1.57456e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77553 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -15746220.000000 Penalty: 3803.074219
	Iteration 53Q: 3 clusters Score -1.574622e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75120 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -15746800.000000 Penalty: 3803.074219
	Iteration 54Q: 3 clusters Score -1.57468e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72775 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -15747603.000000 Penalty: 3803.074219
	Iteration 55Q: 3 clusters Score -1.57476e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70468 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -15748267.000000 Penalty: 3803.074219
	Iteration 56Q: 3 clusters Score -1.574827e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68241 members 
Mstep: Class 2 contains 52544 members 
Entering Unmasked Estep 
Score: -15748806.000000 Penalty: 3803.074219
	Iteration 57Q: 3 clusters Score -1.574881e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66051 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -15749455.000000 Penalty: 3803.074219
	Iteration 58Q: 3 clusters Score -1.574946e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64078 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -15749931.000000 Penalty: 3803.074219
	Iteration 59Q: 3 clusters Score -1.574993e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62291 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -15750732.000000 Penalty: 3803.074219
	Iteration 60F: 3 clusters Score -1.575073e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 60829 members 
Entering Unmasked Estep 
Score: -15751230.000000 Penalty: 3803.074219
	Iteration 61Q: 3 clusters Score -1.575123e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57532 members 
Mstep: Class 2 contains 63253 members 
Entering Unmasked Estep 
Score: -15751276.000000 Penalty: 3803.074219
	Iteration 62Q: 3 clusters Score -1.575128e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -15751358.000000 Penalty: 3803.074219
	Iteration 63Q: 3 clusters Score -1.575136e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 68343 members 
Entering Unmasked Estep 
Score: -15751481.000000 Penalty: 3803.074219
	Iteration 64Q: 3 clusters Score -1.575148e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 70877 members 
Entering Unmasked Estep 
Score: -15751677.000000 Penalty: 3803.074219
	Iteration 65Q: 3 clusters Score -1.575168e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 73088 members 
Entering Unmasked Estep 
Score: -15751742.000000 Penalty: 3803.074219
	Iteration 66Q: 3 clusters Score -1.575174e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 74681 members 
Entering Unmasked Estep 
Score: -15752066.000000 Penalty: 3803.074219
	Iteration 67Q: 3 clusters Score -1.575207e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 75538 members 
Entering Unmasked Estep 
Score: -15752241.000000 Penalty: 3803.074219
	Iteration 68Q: 3 clusters Score -1.575224e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 75722 members 
Entering Unmasked Estep 
Score: -15752540.000000 Penalty: 3803.074219
	Iteration 69Q: 3 clusters Score -1.575254e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 75338 members 
Entering Unmasked Estep 
Score: -15752924.000000 Penalty: 3803.074219
	Iteration 70Q: 3 clusters Score -1.575292e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 74443 members 
Entering Unmasked Estep 
Score: -15753393.000000 Penalty: 3803.074219
	Iteration 71Q: 3 clusters Score -1.575339e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 73118 members 
Entering Unmasked Estep 
Score: -15753934.000000 Penalty: 3803.074219
	Iteration 72Q: 3 clusters Score -1.575393e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 71427 members 
Entering Unmasked Estep 
Score: -15754538.000000 Penalty: 3803.074219
	Iteration 73Q: 3 clusters Score -1.575454e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 69446 members 
Entering Unmasked Estep 
Score: -15755314.000000 Penalty: 3803.074219
	Iteration 74Q: 3 clusters Score -1.575531e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 67267 members 
Entering Unmasked Estep 
Score: -15756059.000000 Penalty: 3803.074219
	Iteration 75Q: 3 clusters Score -1.575606e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -15756572.000000 Penalty: 3803.074219
	Iteration 76Q: 3 clusters Score -1.575657e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58530 members 
Mstep: Class 2 contains 62255 members 
Entering Unmasked Estep 
Score: -15757092.000000 Penalty: 3803.074219
	Iteration 77Q: 3 clusters Score -1.575709e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61208 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -15757415.000000 Penalty: 3803.074219
	Iteration 78Q: 3 clusters Score -1.575742e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -15757329.000000 Penalty: 3803.074219
	Iteration 79Q: 3 clusters Score -1.575733e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -15757170.000000 Penalty: 3803.074219
	Iteration 80F: 3 clusters Score -1.575717e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68551 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -15756805.000000 Penalty: 3803.074219
	Iteration 81Q: 3 clusters Score -1.57568e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -15756196.000000 Penalty: 3803.074219
	Iteration 82Q: 3 clusters Score -1.57562e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72186 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -15755683.000000 Penalty: 3803.074219
	Iteration 83Q: 3 clusters Score -1.575568e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -15755154.000000 Penalty: 3803.074219
	Iteration 84Q: 3 clusters Score -1.575515e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74579 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -15754599.000000 Penalty: 3803.074219
	Iteration 85Q: 3 clusters Score -1.57546e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75454 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -15754065.000000 Penalty: 3803.074219
	Iteration 86Q: 3 clusters Score -1.575406e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76132 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -15753611.000000 Penalty: 3803.074219
	Iteration 87Q: 3 clusters Score -1.575361e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76647 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -15753125.000000 Penalty: 3803.074219
	Iteration 88Q: 3 clusters Score -1.575312e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76994 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -15752796.000000 Penalty: 3803.074219
	Iteration 89Q: 3 clusters Score -1.57528e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77201 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -15752500.000000 Penalty: 3803.074219
	Iteration 90Q: 3 clusters Score -1.57525e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77235 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -15752259.000000 Penalty: 3803.074219
	Iteration 91Q: 3 clusters Score -1.575226e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77148 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -15752084.000000 Penalty: 3803.074219
	Iteration 92Q: 3 clusters Score -1.575208e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76955 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -15752007.000000 Penalty: 3803.074219
	Iteration 93Q: 3 clusters Score -1.575201e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76718 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -15751969.000000 Penalty: 3803.074219
	Iteration 94Q: 3 clusters Score -1.575197e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76414 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -15751986.000000 Penalty: 3803.074219
	Iteration 95Q: 3 clusters Score -1.575199e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76038 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -15752029.000000 Penalty: 3803.074219
	Iteration 96Q: 3 clusters Score -1.575203e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75604 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -15752044.000000 Penalty: 3803.074219
	Iteration 97Q: 3 clusters Score -1.575204e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75123 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -15752084.000000 Penalty: 3803.074219
	Iteration 98Q: 3 clusters Score -1.575208e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74575 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -15752084.000000 Penalty: 3803.074219
	Iteration 99Q: 3 clusters Score -1.575208e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73972 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -15752145.000000 Penalty: 3803.074219
	Iteration 100F: 3 clusters Score -1.575214e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73322 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -15752185.000000 Penalty: 3803.074219
	Iteration 101Q: 3 clusters Score -1.575218e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72644 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -15752277.000000 Penalty: 3803.074219
	Iteration 102Q: 3 clusters Score -1.575228e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71954 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -15752390.000000 Penalty: 3803.074219
	Iteration 103Q: 3 clusters Score -1.575239e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71276 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -15752540.000000 Penalty: 3803.074219
	Iteration 104Q: 3 clusters Score -1.575254e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70616 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -15752668.000000 Penalty: 3803.074219
	Iteration 105Q: 3 clusters Score -1.575267e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70027 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -15752783.000000 Penalty: 3803.074219
	Iteration 106Q: 3 clusters Score -1.575278e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69449 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -15753003.000000 Penalty: 3803.074219
	Iteration 107Q: 3 clusters Score -1.5753e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68913 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -15753197.000000 Penalty: 3803.074219
	Iteration 108Q: 3 clusters Score -1.57532e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68460 members 
Mstep: Class 2 contains 52325 members 
Entering Unmasked Estep 
Score: -15753306.000000 Penalty: 3803.074219
	Iteration 109Q: 3 clusters Score -1.575331e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68054 members 
Mstep: Class 2 contains 52731 members 
Entering Unmasked Estep 
Score: -15753493.000000 Penalty: 3803.074219
	Iteration 110Q: 3 clusters Score -1.575349e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67695 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -15753689.000000 Penalty: 3803.074219
	Iteration 111Q: 3 clusters Score -1.575369e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67417 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -15753790.000000 Penalty: 3803.074219
	Iteration 112Q: 3 clusters Score -1.575379e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67193 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -15753939.000000 Penalty: 3803.074219
	Iteration 113Q: 3 clusters Score -1.575394e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67043 members 
Mstep: Class 2 contains 53742 members 
Entering Unmasked Estep 
Score: -15754083.000000 Penalty: 3803.074219
	Iteration 114Q: 3 clusters Score -1.575408e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66956 members 
Mstep: Class 2 contains 53829 members 
Entering Unmasked Estep 
Score: -15754207.000000 Penalty: 3803.074219
	Iteration 115Q: 3 clusters Score -1.575421e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66935 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -15754243.000000 Penalty: 3803.074219
	Iteration 116Q: 3 clusters Score -1.575424e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66942 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -15754309.000000 Penalty: 3803.074219
	Iteration 117Q: 3 clusters Score -1.575431e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66979 members 
Mstep: Class 2 contains 53806 members 
Entering Unmasked Estep 
Score: -15754367.000000 Penalty: 3803.074219
	Iteration 118Q: 3 clusters Score -1.575437e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67053 members 
Mstep: Class 2 contains 53732 members 
Entering Unmasked Estep 
Score: -15754390.000000 Penalty: 3803.074219
	Iteration 119Q: 3 clusters Score -1.575439e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67124 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -15754455.000000 Penalty: 3803.074219
	Iteration 120F: 3 clusters Score -1.575446e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67195 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -15754426.000000 Penalty: 3803.074219
	Iteration 121Q: 3 clusters Score -1.575443e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -15754422.000000 Penalty: 3803.074219
	Iteration 122Q: 3 clusters Score -1.575442e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67314 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -15754431.000000 Penalty: 3803.074219
	Iteration 123Q: 3 clusters Score -1.575443e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67382 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -15754427.000000 Penalty: 3803.074219
	Iteration 124Q: 3 clusters Score -1.575443e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67431 members 
Mstep: Class 2 contains 53354 members 
Entering Unmasked Estep 
Score: -15754439.000000 Penalty: 3803.074219
	Iteration 125Q: 3 clusters Score -1.575444e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67470 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -15754455.000000 Penalty: 3803.074219
	Iteration 126Q: 3 clusters Score -1.575446e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67518 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -15754468.000000 Penalty: 3803.074219
	Iteration 127Q: 3 clusters Score -1.575447e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67578 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -15754446.000000 Penalty: 3803.074219
	Iteration 128Q: 3 clusters Score -1.575445e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67632 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
Score: -15754452.000000 Penalty: 3803.074219
	Iteration 129Q: 3 clusters Score -1.575445e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67677 members 
Mstep: Class 2 contains 53108 members 
Entering Unmasked Estep 
Score: -15754469.000000 Penalty: 3803.074219
	Iteration 130Q: 3 clusters Score -1.575447e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67720 members 
Mstep: Class 2 contains 53065 members 
Entering Unmasked Estep 
Score: -15754490.000000 Penalty: 3803.074219
	Iteration 131Q: 3 clusters Score -1.575449e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67760 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -15754482.000000 Penalty: 3803.074219
	Iteration 132Q: 3 clusters Score -1.575448e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67808 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -15754449.000000 Penalty: 3803.074219
	Iteration 133Q: 3 clusters Score -1.575445e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67852 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -15754466.000000 Penalty: 3803.074219
	Iteration 134Q: 3 clusters Score -1.575447e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67896 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -15754434.000000 Penalty: 3803.074219
	Iteration 135Q: 3 clusters Score -1.575443e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67940 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -15754424.000000 Penalty: 3803.074219
	Iteration 136Q: 3 clusters Score -1.575442e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67976 members 
Mstep: Class 2 contains 52809 members 
Entering Unmasked Estep 
Score: -15754394.000000 Penalty: 3803.074219
	Iteration 137Q: 3 clusters Score -1.575439e+07 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68020 members 
Mstep: Class 2 contains 52765 members 
Entering Unmasked Estep 
Score: -15754408.000000 Penalty: 3803.074219
	Iteration 138Q: 3 clusters Score -1.575441e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68050 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -15754409.000000 Penalty: 3803.074219
	Iteration 139Q: 3 clusters Score -1.575441e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68066 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -15754408.000000 Penalty: 3803.074219
	Iteration 140F: 3 clusters Score -1.575441e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68083 members 
Mstep: Class 2 contains 52702 members 
Entering Unmasked Estep 
Score: -15754404.000000 Penalty: 3803.074219
	Iteration 141Q: 3 clusters Score -1.57544e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
Score: -15754380.000000 Penalty: 3803.074219
	Iteration 142Q: 3 clusters Score -1.575438e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68123 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -15754392.000000 Penalty: 3803.074219
	Iteration 143Q: 3 clusters Score -1.575439e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68136 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -15754391.000000 Penalty: 3803.074219
	Iteration 144Q: 3 clusters Score -1.575439e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -15754389.000000 Penalty: 3803.074219
	Iteration 145Q: 3 clusters Score -1.575439e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68178 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -15754382.000000 Penalty: 3803.074219
	Iteration 146Q: 3 clusters Score -1.575438e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68190 members 
Mstep: Class 2 contains 52595 members 
Entering Unmasked Estep 
Score: -15754376.000000 Penalty: 3803.074219
	Iteration 147Q: 3 clusters Score -1.575438e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68201 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -15754389.000000 Penalty: 3803.074219
	Iteration 148Q: 3 clusters Score -1.575439e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68206 members 
Mstep: Class 2 contains 52579 members 
Entering Unmasked Estep 
Score: -15754390.000000 Penalty: 3803.074219
	Iteration 149Q: 3 clusters Score -1.575439e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68215 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -15754404.000000 Penalty: 3803.074219
	Iteration 150Q: 3 clusters Score -1.57544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68220 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -15754386.000000 Penalty: 3803.074219
	Iteration 151Q: 3 clusters Score -1.575439e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68225 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -15754401.000000 Penalty: 3803.074219
	Iteration 152Q: 3 clusters Score -1.57544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -15754400.000000 Penalty: 3803.074219
	Iteration 153Q: 3 clusters Score -1.57544e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 52559 members 
Entering Unmasked Estep 
Score: -15754391.000000 Penalty: 3803.074219
	Iteration 154Q: 3 clusters Score -1.575439e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68234 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -15754399.000000 Penalty: 3803.074219
	Iteration 155Q: 3 clusters Score -1.57544e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68230 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -15754392.000000 Penalty: 3803.074219
	Iteration 156Q: 3 clusters Score -1.575439e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68228 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -15754401.000000 Penalty: 3803.074219
	Iteration 157Q: 3 clusters Score -1.57544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68230 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -15754394.000000 Penalty: 3803.074219
	Iteration 158Q: 3 clusters Score -1.575439e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68241 members 
Mstep: Class 2 contains 52544 members 
Entering Unmasked Estep 
Score: -15754401.000000 Penalty: 3803.074219
	Iteration 159Q: 3 clusters Score -1.57544e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68249 members 
Mstep: Class 2 contains 52536 members 
Entering Unmasked Estep 
Score: -15754396.000000 Penalty: 3803.074219
	Iteration 160F: 3 clusters Score -1.57544e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68256 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -15754375.000000 Penalty: 3803.074219
	Iteration 161Q: 3 clusters Score -1.575438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68263 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -15754378.000000 Penalty: 3803.074219
	Iteration 162Q: 3 clusters Score -1.575438e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68271 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -15754380.000000 Penalty: 3803.074219
	Iteration 163Q: 3 clusters Score -1.575438e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68280 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -15754374.000000 Penalty: 3803.074219
	Iteration 164Q: 3 clusters Score -1.575437e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68288 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -15754365.000000 Penalty: 3803.074219
	Iteration 165Q: 3 clusters Score -1.575436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68287 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -15754370.000000 Penalty: 3803.074219
	Iteration 166Q: 3 clusters Score -1.575437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68295 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -15754372.000000 Penalty: 3803.074219
	Iteration 167Q: 3 clusters Score -1.575437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68301 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -15754364.000000 Penalty: 3803.074219
	Iteration 168Q: 3 clusters Score -1.575436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68303 members 
Mstep: Class 2 contains 52482 members 
Entering Unmasked Estep 
Score: -15754373.000000 Penalty: 3803.074219
	Iteration 169Q: 3 clusters Score -1.575437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68307 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -15754377.000000 Penalty: 3803.074219
	Iteration 170Q: 3 clusters Score -1.575438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -15754368.000000 Penalty: 3803.074219
	Iteration 171Q: 3 clusters Score -1.575437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -15754382.000000 Penalty: 3803.074219
	Iteration 172Q: 3 clusters Score -1.575438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -15754390.000000 Penalty: 3803.074219
	Iteration 173Q: 3 clusters Score -1.575439e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68306 members 
Mstep: Class 2 contains 52479 members 
Entering Unmasked Estep 
Score: -15754388.000000 Penalty: 3803.074219
	Iteration 174Q: 3 clusters Score -1.575439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68307 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -15754371.000000 Penalty: 3803.074219
	Iteration 175Q: 3 clusters Score -1.575437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68308 members 
Mstep: Class 2 contains 52477 members 
Entering Unmasked Estep 
Score: -15754380.000000 Penalty: 3803.074219
	Iteration 176Q: 3 clusters Score -1.575438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 52471 members 
Entering Unmasked Estep 
Score: -15754377.000000 Penalty: 3803.074219
	Iteration 177Q: 3 clusters Score -1.575438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68315 members 
Mstep: Class 2 contains 52470 members 
Entering Unmasked Estep 
Score: -15754388.000000 Penalty: 3803.074219
	Iteration 178Q: 3 clusters Score -1.575439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 52471 members 
Entering Unmasked Estep 
Score: -15754383.000000 Penalty: 3803.074219
	Iteration 179Q: 3 clusters Score -1.575438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68315 members 
Mstep: Class 2 contains 52470 members 
Entering Unmasked Estep 
Score: -15754385.000000 Penalty: 3803.074219
	Iteration 180F: 3 clusters Score -1.575438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -15754382.000000 Penalty: 3803.074219
	Iteration 181Q: 3 clusters Score -1.575438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68311 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -15754383.000000 Penalty: 3803.074219
	Iteration 182Q: 3 clusters Score -1.575438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -15754387.000000 Penalty: 3803.074219
	Iteration 183Q: 3 clusters Score -1.575439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -15754383.000000 Penalty: 3803.074219
	Iteration 184Q: 3 clusters Score -1.575438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 52472 members 
Entering Unmasked Estep 
Score: -15754383.000000 Penalty: 3803.074219
	Iteration 185F: 3 clusters Score -1.575438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (63779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Entering Unmasked Estep 
Score: -8270863.000000 Penalty: 1797.766602
	Iteration 0F: 2 clusters Score -8270863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -8229570.000000 Penalty: 3595.533203
	Iteration 0F: 3 clusters Score -8229570 nChanged 30083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 35615 members 
Entering Unmasked Estep 
Score: -8248024.500000 Penalty: 3595.533203
	Iteration 1F: 3 clusters Score -8248024 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -8249491.000000 Penalty: 3595.533203
	Iteration 2F: 3 clusters Score -8249491 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -8251480.000000 Penalty: 3595.533203
	Iteration 3F: 3 clusters Score -8251480 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -8253864.000000 Penalty: 3595.533203
	Iteration 4F: 3 clusters Score -8253864 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -8256724.500000 Penalty: 3595.533203
	Iteration 5F: 3 clusters Score -8256724 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -8259753.000000 Penalty: 3595.533203
	Iteration 6F: 3 clusters Score -8259753 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 54865 members 
Entering Unmasked Estep 
Score: -8262622.500000 Penalty: 3595.533203
	Iteration 7F: 3 clusters Score -8262622 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 57826 members 
Entering Unmasked Estep 
Score: -8265121.500000 Penalty: 3595.533203
	Iteration 8Q: 3 clusters Score -8265122 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 59910 members 
Entering Unmasked Estep 
Score: -8266780.000000 Penalty: 3595.533203
	Iteration 9Q: 3 clusters Score -8266780 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 61245 members 
Entering Unmasked Estep 
Score: -8267810.500000 Penalty: 3595.533203
	Iteration 10Q: 3 clusters Score -8267810 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -8268407.000000 Penalty: 3595.533203
	Iteration 11Q: 3 clusters Score -8268407 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 62519 members 
Entering Unmasked Estep 
Score: -8268741.500000 Penalty: 3595.533203
	Iteration 12Q: 3 clusters Score -8268742 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 62808 members 
Entering Unmasked Estep 
Score: -8268974.000000 Penalty: 3595.533203
	Iteration 13Q: 3 clusters Score -8268974 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 62984 members 
Entering Unmasked Estep 
Score: -8269071.500000 Penalty: 3595.533203
	Iteration 14Q: 3 clusters Score -8269072 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 63102 members 
Entering Unmasked Estep 
Score: -8269152.000000 Penalty: 3595.533203
	Iteration 15Q: 3 clusters Score -8269152 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 63181 members 
Entering Unmasked Estep 
Score: -8269224.500000 Penalty: 3595.533203
	Iteration 16Q: 3 clusters Score -8269224 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -8269255.000000 Penalty: 3595.533203
	Iteration 17Q: 3 clusters Score -8269255 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -8269298.500000 Penalty: 3595.533203
	Iteration 18Q: 3 clusters Score -8269298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
Score: -8269327.000000 Penalty: 3595.533203
	Iteration 19Q: 3 clusters Score -8269327 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 63329 members 
Entering Unmasked Estep 
Score: -8269353.000000 Penalty: 3595.533203
	Iteration 20F: 3 clusters Score -8269353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 63342 members 
Entering Unmasked Estep 
Score: -8269360.500000 Penalty: 3595.533203
	Iteration 21Q: 3 clusters Score -8269360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -8269371.000000 Penalty: 3595.533203
	Iteration 22Q: 3 clusters Score -8269371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -8269383.000000 Penalty: 3595.533203
	Iteration 23Q: 3 clusters Score -8269383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -8269375.000000 Penalty: 3595.533203
	Iteration 24Q: 3 clusters Score -8269375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 63347 members 
Entering Unmasked Estep 
Score: -8269377.500000 Penalty: 3595.533203
	Iteration 25Q: 3 clusters Score -8269378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -8269385.000000 Penalty: 3595.533203
	Iteration 26Q: 3 clusters Score -8269385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 63350 members 
Entering Unmasked Estep 
Score: -8269394.000000 Penalty: 3595.533203
	Iteration 27Q: 3 clusters Score -8269394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -8269389.000000 Penalty: 3595.533203
	Iteration 28Q: 3 clusters Score -8269389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -8269390.000000 Penalty: 3595.533203
	Iteration 29Q: 3 clusters Score -8269390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 63350 members 
Entering Unmasked Estep 
Score: -8269388.000000 Penalty: 3595.533203
	Iteration 30Q: 3 clusters Score -8269388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 63353 members 
Entering Unmasked Estep 
Score: -8269397.000000 Penalty: 3595.533203
	Iteration 31Q: 3 clusters Score -8269397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -8269402.500000 Penalty: 3595.533203
	Iteration 32Q: 3 clusters Score -8269402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -8269398.500000 Penalty: 3595.533203
	Iteration 33Q: 3 clusters Score -8269398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -8269409.000000 Penalty: 3595.533203
	Iteration 34Q: 3 clusters Score -8269409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 63360 members 
Entering Unmasked Estep 
Score: -8269411.500000 Penalty: 3595.533203
	Iteration 35Q: 3 clusters Score -8269412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 63361 members 
Entering Unmasked Estep 
Score: -8269410.500000 Penalty: 3595.533203
	Iteration 36Q: 3 clusters Score -8269410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 63361 members 
Entering Unmasked Estep 
Score: -8269410.500000 Penalty: 3595.533203
	Iteration 37Q: 3 clusters Score -8269410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -8269414.500000 Penalty: 3595.533203
	Iteration 38Q: 3 clusters Score -8269414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 63359 members 
Entering Unmasked Estep 
Score: -8269423.500000 Penalty: 3595.533203
	Iteration 39Q: 3 clusters Score -8269424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 63360 members 
Entering Unmasked Estep 
Score: -8269426.500000 Penalty: 3595.533203
	Iteration 40F: 3 clusters Score -8269426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 63360 members 
Entering Unmasked Estep 
Score: -8269433.500000 Penalty: 3595.533203
	Iteration 41Q: 3 clusters Score -8269434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -8269436.500000 Penalty: 3595.533203
	Iteration 42Q: 3 clusters Score -8269436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -8269436.500000 Penalty: 3595.533203
	Iteration 43F: 3 clusters Score -8269436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Entering Unmasked Estep 
Score: -18696.533203 Penalty: 952.840088
	Iteration 0F: 2 clusters Score -18696.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -18168.951172 Penalty: 1905.680176
	Iteration 0F: 3 clusters Score -18168.95 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -18582.332031 Penalty: 1905.680176
	Iteration 1F: 3 clusters Score -18582.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -18716.302734 Penalty: 1905.680176
	Iteration 2F: 3 clusters Score -18716.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18738.298828 Penalty: 1905.680176
	Iteration 3Q: 3 clusters Score -18738.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -18738.298828 Penalty: 1905.680176
	Iteration 4F: 3 clusters Score -18738.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 55216 members 
Mstep: Class 3 contains 19043 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 103406 members 
Mstep: Class 6 contains 12308 members 
Mstep: Class 7 contains 217 members 
Mstep: Class 8 contains 18634 members 
Mstep: Class 9 contains 120785 members 
Mstep: Class 10 contains 63779 members 
Mstep: Class 11 contains 135 members 
Mstep: Class 12 contains 809 members 
Mstep: Class 13 contains 20850 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 21 contains 3869 members 
Entering Unmasked Estep 
Score: -53984784.000000 Penalty: 33678.312500
Splitting cluster 11 changes total score from -53974848.000000 to -53984784.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 12 (809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Entering Unmasked Estep 
Score: -104371.070312 Penalty: 1088.067261
	Iteration 0F: 2 clusters Score -104371.1 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 405 members 
Entering Unmasked Estep 
Score: -103080.820312 Penalty: 2176.134521
	Iteration 0F: 3 clusters Score -103080.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -103287.960938 Penalty: 2176.134521
	Iteration 1F: 3 clusters Score -103288 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -103375.578125 Penalty: 2176.134521
	Iteration 2F: 3 clusters Score -103375.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -103457.140625 Penalty: 2176.134521
	Iteration 3F: 3 clusters Score -103457.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -103510.875000 Penalty: 2176.134521
	Iteration 4F: 3 clusters Score -103510.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -103537.484375 Penalty: 2176.134521
	Iteration 5Q: 3 clusters Score -103537.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -103547.687500 Penalty: 2176.134521
	Iteration 6Q: 3 clusters Score -103547.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -103559.421875 Penalty: 2176.134521
	Iteration 7Q: 3 clusters Score -103559.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -103568.312500 Penalty: 2176.134521
	Iteration 8Q: 3 clusters Score -103568.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -103576.835938 Penalty: 2176.134521
	Iteration 9Q: 3 clusters Score -103576.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -103583.765625 Penalty: 2176.134521
	Iteration 10Q: 3 clusters Score -103583.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -103586.859375 Penalty: 2176.134521
	Iteration 11Q: 3 clusters Score -103586.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -103591.054688 Penalty: 2176.134521
	Iteration 12Q: 3 clusters Score -103591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -103596.398438 Penalty: 2176.134521
	Iteration 13Q: 3 clusters Score -103596.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -103600.789062 Penalty: 2176.134521
	Iteration 14Q: 3 clusters Score -103600.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -103602.906250 Penalty: 2176.134521
	Iteration 15Q: 3 clusters Score -103602.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -103603.601562 Penalty: 2176.134521
	Iteration 16Q: 3 clusters Score -103603.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -103605.250000 Penalty: 2176.134521
	Iteration 17Q: 3 clusters Score -103605.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -103605.250000 Penalty: 2176.134521
	Iteration 18F: 3 clusters Score -103605.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (20850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Entering Unmasked Estep 
Score: -2654910.000000 Penalty: 1616.080322
	Iteration 0F: 2 clusters Score -2654910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2640721.250000 Penalty: 3232.160645
	Iteration 0F: 3 clusters Score -2640721 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2645904.250000 Penalty: 3232.160645
	Iteration 1F: 3 clusters Score -2645904 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2646227.000000 Penalty: 3232.160645
	Iteration 2Q: 3 clusters Score -2646227 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -2646492.250000 Penalty: 3232.160645
	Iteration 3Q: 3 clusters Score -2646492 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2646714.500000 Penalty: 3232.160645
	Iteration 4Q: 3 clusters Score -2646714 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2646970.750000 Penalty: 3232.160645
	Iteration 5Q: 3 clusters Score -2646971 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2647246.500000 Penalty: 3232.160645
	Iteration 6Q: 3 clusters Score -2647246 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2647643.750000 Penalty: 3232.160645
	Iteration 7Q: 3 clusters Score -2647644 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2648152.750000 Penalty: 3232.160645
	Iteration 8Q: 3 clusters Score -2648153 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2648813.500000 Penalty: 3232.160645
	Iteration 9Q: 3 clusters Score -2648814 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -2649623.250000 Penalty: 3232.160645
	Iteration 10F: 3 clusters Score -2649623 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2650478.000000 Penalty: 3232.160645
	Iteration 11F: 3 clusters Score -2650478 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2651204.250000 Penalty: 3232.160645
	Iteration 12Q: 3 clusters Score -2651204 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2651709.250000 Penalty: 3232.160645
	Iteration 13Q: 3 clusters Score -2651709 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2652082.500000 Penalty: 3232.160645
	Iteration 14Q: 3 clusters Score -2652082 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2652380.750000 Penalty: 3232.160645
	Iteration 15Q: 3 clusters Score -2652381 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2652622.750000 Penalty: 3232.160645
	Iteration 16Q: 3 clusters Score -2652623 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2652794.750000 Penalty: 3232.160645
	Iteration 17Q: 3 clusters Score -2652795 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2652948.250000 Penalty: 3232.160645
	Iteration 18Q: 3 clusters Score -2652948 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2653083.250000 Penalty: 3232.160645
	Iteration 19Q: 3 clusters Score -2653083 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2653173.000000 Penalty: 3232.160645
	Iteration 20F: 3 clusters Score -2653173 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2653251.000000 Penalty: 3232.160645
	Iteration 21Q: 3 clusters Score -2653251 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2653283.500000 Penalty: 3232.160645
	Iteration 22Q: 3 clusters Score -2653284 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2653310.000000 Penalty: 3232.160645
	Iteration 23Q: 3 clusters Score -2653310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2653327.250000 Penalty: 3232.160645
	Iteration 24Q: 3 clusters Score -2653327 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2653339.000000 Penalty: 3232.160645
	Iteration 25Q: 3 clusters Score -2653339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2653357.250000 Penalty: 3232.160645
	Iteration 26Q: 3 clusters Score -2653357 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2653376.750000 Penalty: 3232.160645
	Iteration 27Q: 3 clusters Score -2653377 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2653399.500000 Penalty: 3232.160645
	Iteration 28Q: 3 clusters Score -2653400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2653421.000000 Penalty: 3232.160645
	Iteration 29Q: 3 clusters Score -2653421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2653429.750000 Penalty: 3232.160645
	Iteration 30Q: 3 clusters Score -2653430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2653439.500000 Penalty: 3232.160645
	Iteration 31Q: 3 clusters Score -2653440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2653453.250000 Penalty: 3232.160645
	Iteration 32Q: 3 clusters Score -2653453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2653455.750000 Penalty: 3232.160645
	Iteration 33Q: 3 clusters Score -2653456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2653462.500000 Penalty: 3232.160645
	Iteration 34Q: 3 clusters Score -2653462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2653466.500000 Penalty: 3232.160645
	Iteration 35Q: 3 clusters Score -2653466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2653476.750000 Penalty: 3232.160645
	Iteration 36Q: 3 clusters Score -2653477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2653491.500000 Penalty: 3232.160645
	Iteration 37Q: 3 clusters Score -2653492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2653503.250000 Penalty: 3232.160645
	Iteration 38Q: 3 clusters Score -2653503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2653508.250000 Penalty: 3232.160645
	Iteration 39Q: 3 clusters Score -2653508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2653507.500000 Penalty: 3232.160645
	Iteration 40F: 3 clusters Score -2653508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2653513.250000 Penalty: 3232.160645
	Iteration 41Q: 3 clusters Score -2653513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2653516.000000 Penalty: 3232.160645
	Iteration 42Q: 3 clusters Score -2653516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2653522.250000 Penalty: 3232.160645
	Iteration 43Q: 3 clusters Score -2653522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2653524.750000 Penalty: 3232.160645
	Iteration 44Q: 3 clusters Score -2653525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2653526.250000 Penalty: 3232.160645
	Iteration 45Q: 3 clusters Score -2653526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2653529.750000 Penalty: 3232.160645
	Iteration 46Q: 3 clusters Score -2653530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2653530.750000 Penalty: 3232.160645
	Iteration 47Q: 3 clusters Score -2653531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2653533.500000 Penalty: 3232.160645
	Iteration 48Q: 3 clusters Score -2653534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2653533.500000 Penalty: 3232.160645
	Iteration 49F: 3 clusters Score -2653534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Entering Unmasked Estep 
Score: -132924.968750 Penalty: 1129.662964
	Iteration 0F: 2 clusters Score -132925 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 536 members 
Entering Unmasked Estep 
Score: -131465.671875 Penalty: 2259.325928
	Iteration 0F: 3 clusters Score -131465.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -131939.140625 Penalty: 2259.325928
	Iteration 1F: 3 clusters Score -131939.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -132144.718750 Penalty: 2259.325928
	Iteration 2F: 3 clusters Score -132144.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -132306.812500 Penalty: 2259.325928
	Iteration 3F: 3 clusters Score -132306.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -132401.718750 Penalty: 2259.325928
	Iteration 4F: 3 clusters Score -132401.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -132471.828125 Penalty: 2259.325928
	Iteration 5Q: 3 clusters Score -132471.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -132537.828125 Penalty: 2259.325928
	Iteration 6Q: 3 clusters Score -132537.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -132601.625000 Penalty: 2259.325928
	Iteration 7Q: 3 clusters Score -132601.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -132665.984375 Penalty: 2259.325928
	Iteration 8Q: 3 clusters Score -132666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -132728.171875 Penalty: 2259.325928
	Iteration 9Q: 3 clusters Score -132728.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -132800.750000 Penalty: 2259.325928
	Iteration 10Q: 3 clusters Score -132800.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -132892.468750 Penalty: 2259.325928
	Iteration 11Q: 3 clusters Score -132892.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -133001.015625 Penalty: 2259.325928
	Iteration 12Q: 3 clusters Score -133001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -133099.125000 Penalty: 2259.325928
	Iteration 13Q: 3 clusters Score -133099.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -133232.562500 Penalty: 2259.325928
	Iteration 14Q: 3 clusters Score -133232.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -133452.015625 Penalty: 2259.325928
	Iteration 15Q: 3 clusters Score -133452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -134041.406250 Penalty: 2259.325928
	Iteration 16Q: 3 clusters Score -134041.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -134912.500000 Penalty: 2259.325928
	Iteration 17Q: 3 clusters Score -134912.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -135677.265625 Penalty: 2259.325928
	Iteration 18Q: 3 clusters Score -135677.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -135908.843750 Penalty: 2259.325928
	Iteration 19Q: 3 clusters Score -135908.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -135931.062500 Penalty: 2259.325928
	Iteration 20F: 3 clusters Score -135931.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 55216 members 
Mstep: Class 3 contains 19043 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 103406 members 
Mstep: Class 6 contains 12308 members 
Mstep: Class 7 contains 217 members 
Mstep: Class 8 contains 18634 members 
Mstep: Class 9 contains 120785 members 
Mstep: Class 10 contains 63779 members 
Mstep: Class 11 contains 135 members 
Mstep: Class 12 contains 809 members 
Mstep: Class 13 contains 20850 members 
Mstep: Class 14 contains 886 members 
Mstep: Class 15 contains 159 members 
Mstep: Class 18 contains 822 members 
Mstep: Class 21 contains 3869 members 
Entering Unmasked Estep 
Score: -53986852.000000 Penalty: 35783.207031
Splitting cluster 14 changes total score from -53974848.000000 to -53986852.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 18 (822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Entering Unmasked Estep 
Score: -71644.085938 Penalty: 1090.657837
	Iteration 0F: 2 clusters Score -71644.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -70444.406250 Penalty: 2181.315674
	Iteration 0F: 3 clusters Score -70444.41 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -71033.507812 Penalty: 2181.315674
	Iteration 1F: 3 clusters Score -71033.51 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -71326.132812 Penalty: 2181.315674
	Iteration 2F: 3 clusters Score -71326.13 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -71464.914062 Penalty: 2181.315674
	Iteration 3F: 3 clusters Score -71464.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -71535.859375 Penalty: 2181.315674
	Iteration 4Q: 3 clusters Score -71535.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -71588.210938 Penalty: 2181.315674
	Iteration 5Q: 3 clusters Score -71588.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -71660.796875 Penalty: 2181.315674
	Iteration 6Q: 3 clusters Score -71660.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -71743.828125 Penalty: 2181.315674
	Iteration 7Q: 3 clusters Score -71743.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -71806.312500 Penalty: 2181.315674
	Iteration 8Q: 3 clusters Score -71806.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -71824.273438 Penalty: 2181.315674
	Iteration 9Q: 3 clusters Score -71824.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -71850.953125 Penalty: 2181.315674
	Iteration 10Q: 3 clusters Score -71850.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -71882.312500 Penalty: 2181.315674
	Iteration 11Q: 3 clusters Score -71882.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -71904.679688 Penalty: 2181.315674
	Iteration 12Q: 3 clusters Score -71904.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -71920.632812 Penalty: 2181.315674
	Iteration 13Q: 3 clusters Score -71920.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -71937.109375 Penalty: 2181.315674
	Iteration 14Q: 3 clusters Score -71937.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -71959.250000 Penalty: 2181.315674
	Iteration 15Q: 3 clusters Score -71959.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -71985.960938 Penalty: 2181.315674
	Iteration 16Q: 3 clusters Score -71985.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -72015.851562 Penalty: 2181.315674
	Iteration 17Q: 3 clusters Score -72015.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -72041.835938 Penalty: 2181.315674
	Iteration 18Q: 3 clusters Score -72041.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -72077.445312 Penalty: 2181.315674
	Iteration 19Q: 3 clusters Score -72077.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -72139.289062 Penalty: 2181.315674
	Iteration 20F: 3 clusters Score -72139.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -72191.648438 Penalty: 2181.315674
	Iteration 21Q: 3 clusters Score -72191.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -72199.117188 Penalty: 2181.315674
	Iteration 22Q: 3 clusters Score -72199.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -72205.039062 Penalty: 2181.315674
	Iteration 23Q: 3 clusters Score -72205.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -72206.367188 Penalty: 2181.315674
	Iteration 24Q: 3 clusters Score -72206.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -72206.367188 Penalty: 2181.315674
	Iteration 25F: 3 clusters Score -72206.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 55216 members 
Mstep: Class 3 contains 19043 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 5 contains 103406 members 
Mstep: Class 6 contains 12308 members 
Mstep: Class 7 contains 217 members 
Mstep: Class 8 contains 18634 members 
Mstep: Class 9 contains 120785 members 
Mstep: Class 10 contains 63779 members 
Mstep: Class 11 contains 135 members 
Mstep: Class 12 contains 809 members 
Mstep: Class 13 contains 20850 members 
Mstep: Class 14 contains 886 members 
Mstep: Class 15 contains 159 members 
Mstep: Class 16 contains 474 members 
Mstep: Class 18 contains 348 members 
Mstep: Class 21 contains 3869 members 
Entering Unmasked Estep 
Score: -53986412.000000 Penalty: 37888.101562
Splitting cluster 18 changes total score from -53974848.000000 to -53986412.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 21 (3869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Entering Unmasked Estep 
Score: -478959.625000 Penalty: 1342.372192
	Iteration 0F: 2 clusters Score -478959.6 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 1902 members 
Entering Unmasked Estep 
Score: -475722.187500 Penalty: 2684.744385
	Iteration 0F: 3 clusters Score -475722.2 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -476887.593750 Penalty: 2684.744385
	Iteration 1F: 3 clusters Score -476887.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -477357.875000 Penalty: 2684.744385
	Iteration 2F: 3 clusters Score -477357.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -477715.062500 Penalty: 2684.744385
	Iteration 3F: 3 clusters Score -477715.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -477956.750000 Penalty: 2684.744385
	Iteration 4F: 3 clusters Score -477956.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -478115.343750 Penalty: 2684.744385
	Iteration 5F: 3 clusters Score -478115.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -478222.875000 Penalty: 2684.744385
	Iteration 6Q: 3 clusters Score -478222.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -478289.031250 Penalty: 2684.744385
	Iteration 7Q: 3 clusters Score -478289 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -478330.562500 Penalty: 2684.744385
	Iteration 8Q: 3 clusters Score -478330.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -478357.625000 Penalty: 2684.744385
	Iteration 9Q: 3 clusters Score -478357.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -478372.656250 Penalty: 2684.744385
	Iteration 10Q: 3 clusters Score -478372.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -478380.781250 Penalty: 2684.744385
	Iteration 11Q: 3 clusters Score -478380.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -478389.937500 Penalty: 2684.744385
	Iteration 12Q: 3 clusters Score -478389.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -478397.312500 Penalty: 2684.744385
	Iteration 13Q: 3 clusters Score -478397.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -478400.812500 Penalty: 2684.744385
	Iteration 14Q: 3 clusters Score -478400.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -478402.687500 Penalty: 2684.744385
	Iteration 15Q: 3 clusters Score -478402.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -478406.687500 Penalty: 2684.744385
	Iteration 16Q: 3 clusters Score -478406.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -478409.968750 Penalty: 2684.744385
	Iteration 17Q: 3 clusters Score -478410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -478411.343750 Penalty: 2684.744385
	Iteration 18Q: 3 clusters Score -478411.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -478414.187500 Penalty: 2684.744385
	Iteration 19Q: 3 clusters Score -478414.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -478415.437500 Penalty: 2684.744385
	Iteration 20F: 3 clusters Score -478415.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -478418.156250 Penalty: 2684.744385
	Iteration 21Q: 3 clusters Score -478418.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -478419.156250 Penalty: 2684.744385
	Iteration 22Q: 3 clusters Score -478419.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -478419.062500 Penalty: 2684.744385
	Iteration 23Q: 3 clusters Score -478419.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -478420.343750 Penalty: 2684.744385
	Iteration 24Q: 3 clusters Score -478420.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -478421.343750 Penalty: 2684.744385
	Iteration 25Q: 3 clusters Score -478421.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -478423.968750 Penalty: 2684.744385
	Iteration 26Q: 3 clusters Score -478424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -478424.718750 Penalty: 2684.744385
	Iteration 27Q: 3 clusters Score -478424.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -478427.000000 Penalty: 2684.744385
	Iteration 28Q: 3 clusters Score -478427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -478430.218750 Penalty: 2684.744385
	Iteration 29Q: 3 clusters Score -478430.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -478431.937500 Penalty: 2684.744385
	Iteration 30Q: 3 clusters Score -478431.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -478433.406250 Penalty: 2684.744385
	Iteration 31Q: 3 clusters Score -478433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -478434.093750 Penalty: 2684.744385
	Iteration 32Q: 3 clusters Score -478434.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -478434.812500 Penalty: 2684.744385
	Iteration 33Q: 3 clusters Score -478434.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -478434.812500 Penalty: 2684.744385
	Iteration 34F: 3 clusters Score -478434.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 2 contains 55216 members 
Mstep: Class 3 contains 19043 members 
Mstep: Class 4 contains 423 members 
Mstep: Class 6 contains 12308 members 
Mstep: Class 8 contains 18634 members 
Mstep: Class 9 contains 120785 members 
Mstep: Class 10 contains 63779 members 
Mstep: Class 11 contains 135 members 
Mstep: Class 12 contains 809 members 
Mstep: Class 13 contains 20850 members 
Mstep: Class 14 contains 886 members 
Mstep: Class 18 contains 348 members 
Mstep: Class 21 contains 3869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53994984.000000 Penalty: 37888.101562
Iteration 39Q: 19 clusters Score -5.399498e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 54681 members 
Mstep: Class 3 contains 19317 members 
Mstep: Class 4 contains 458 members 
Mstep: Class 5 contains 101046 members 
Mstep: Class 6 contains 12113 members 
Mstep: Class 7 contains 216 members 
Mstep: Class 8 contains 24225 members 
Mstep: Class 9 contains 119040 members 
Mstep: Class 10 contains 62491 members 
Mstep: Class 11 contains 136 members 
Mstep: Class 12 contains 805 members 
Mstep: Class 13 contains 20963 members 
Mstep: Class 14 contains 895 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 18 contains 350 members 
Mstep: Class 21 contains 3849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54003088.000000 Penalty: 37888.101562
Iteration 40F: 19 clusters Score -5.400309e+07 nChanged 11432
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 53806 members 
Mstep: Class 3 contains 19551 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 103152 members 
Mstep: Class 6 contains 11809 members 
Mstep: Class 7 contains 219 members 
Mstep: Class 8 contains 28791 members 
Mstep: Class 9 contains 115966 members 
Mstep: Class 10 contains 60605 members 
Mstep: Class 11 contains 139 members 
Mstep: Class 12 contains 799 members 
Mstep: Class 13 contains 20200 members 
Mstep: Class 14 contains 890 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 415 members 
Mstep: Class 18 contains 345 members 
Mstep: Class 21 contains 3828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010024.000000 Penalty: 37888.101562
Iteration 41Q: 19 clusters Score -5.401002e+07 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 53004 members 
Mstep: Class 3 contains 19770 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 104530 members 
Mstep: Class 6 contains 11563 members 
Mstep: Class 7 contains 216 members 
Mstep: Class 8 contains 33654 members 
Mstep: Class 9 contains 112909 members 
Mstep: Class 10 contains 58821 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 795 members 
Mstep: Class 13 contains 19686 members 
Mstep: Class 14 contains 882 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 395 members 
Mstep: Class 18 contains 352 members 
Mstep: Class 21 contains 3779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014624.000000 Penalty: 37888.101562
Iteration 42Q: 19 clusters Score -5.401462e+07 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 52291 members 
Mstep: Class 3 contains 20026 members 
Mstep: Class 4 contains 460 members 
Mstep: Class 5 contains 105385 members 
Mstep: Class 6 contains 11376 members 
Mstep: Class 7 contains 214 members 
Mstep: Class 8 contains 38896 members 
Mstep: Class 9 contains 109573 members 
Mstep: Class 10 contains 57146 members 
Mstep: Class 11 contains 147 members 
Mstep: Class 12 contains 792 members 
Mstep: Class 13 contains 19305 members 
Mstep: Class 14 contains 879 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54019140.000000 Penalty: 37888.101562
Iteration 43Q: 19 clusters Score -5.401914e+07 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 51668 members 
Mstep: Class 3 contains 20306 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 106000 members 
Mstep: Class 6 contains 11289 members 
Mstep: Class 7 contains 214 members 
Mstep: Class 8 contains 44170 members 
Mstep: Class 9 contains 106057 members 
Mstep: Class 10 contains 55541 members 
Mstep: Class 11 contains 146 members 
Mstep: Class 12 contains 792 members 
Mstep: Class 13 contains 19021 members 
Mstep: Class 14 contains 879 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 18 contains 357 members 
Mstep: Class 21 contains 3671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54022164.000000 Penalty: 37888.101562
Iteration 44Q: 19 clusters Score -5.402216e+07 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 51347 members 
Mstep: Class 3 contains 20655 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 106567 members 
Mstep: Class 6 contains 11251 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 49365 members 
Mstep: Class 9 contains 102144 members 
Mstep: Class 10 contains 54014 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 789 members 
Mstep: Class 13 contains 18755 members 
Mstep: Class 14 contains 879 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 18 contains 356 members 
Mstep: Class 21 contains 3628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54022632.000000 Penalty: 37888.101562
Iteration 45Q: 19 clusters Score -5.402263e+07 nChanged 10509
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 51024 members 
Mstep: Class 3 contains 21087 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 107791 members 
Mstep: Class 6 contains 11231 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 54210 members 
Mstep: Class 9 contains 97875 members 
Mstep: Class 10 contains 52382 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 13 contains 18537 members 
Mstep: Class 14 contains 875 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54019984.000000 Penalty: 37888.101562
Iteration 46Q: 19 clusters Score -5.401998e+07 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 50814 members 
Mstep: Class 3 contains 21577 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 109432 members 
Mstep: Class 6 contains 11200 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 57047 members 
Mstep: Class 9 contains 94721 members 
Mstep: Class 10 contains 50995 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 13 contains 18389 members 
Mstep: Class 14 contains 870 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54015200.000000 Penalty: 37888.101562
Iteration 47Q: 19 clusters Score -5.40152e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 50910 members 
Mstep: Class 3 contains 22239 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 111266 members 
Mstep: Class 6 contains 11202 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 57533 members 
Mstep: Class 9 contains 92582 members 
Mstep: Class 10 contains 50175 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 13 contains 18293 members 
Mstep: Class 14 contains 868 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3550 members 
Entering Unmasked Estep 
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Iteration 48Q: 19 clusters Score -5.401252e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 51049 members 
Mstep: Class 3 contains 23019 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 112783 members 
Mstep: Class 6 contains 11236 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 57336 members 
Mstep: Class 9 contains 90995 members 
Mstep: Class 10 contains 49546 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 18255 members 
Mstep: Class 14 contains 867 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3533 members 
Entering Unmasked Estep 
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Iteration 49Q: 19 clusters Score -5.40111e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 51183 members 
Mstep: Class 3 contains 23912 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113798 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 57041 members 
Mstep: Class 9 contains 89802 members 
Mstep: Class 10 contains 48953 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 18284 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3517 members 
Entering Unmasked Estep 
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Iteration 50Q: 19 clusters Score -5.401092e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 51281 members 
Mstep: Class 3 contains 24833 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 114338 members 
Mstep: Class 6 contains 11283 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 56755 members 
Mstep: Class 9 contains 88979 members 
Mstep: Class 10 contains 48461 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 772 members 
Mstep: Class 13 contains 18330 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3504 members 
Entering Unmasked Estep 
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Iteration 51Q: 19 clusters Score -5.401097e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 51387 members 
Mstep: Class 3 contains 25785 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 114605 members 
Mstep: Class 6 contains 11282 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 56483 members 
Mstep: Class 9 contains 88360 members 
Mstep: Class 10 contains 47997 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 18380 members 
Mstep: Class 14 contains 858 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3489 members 
Entering Unmasked Estep 
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Iteration 52Q: 19 clusters Score -5.401128e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 51466 members 
Mstep: Class 3 contains 26713 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 114625 members 
Mstep: Class 6 contains 11302 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 56277 members 
Mstep: Class 9 contains 87941 members 
Mstep: Class 10 contains 47541 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 769 members 
Mstep: Class 13 contains 18432 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3473 members 
Entering Unmasked Estep 
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Iteration 53Q: 19 clusters Score -5.401133e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 51578 members 
Mstep: Class 3 contains 27563 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 114564 members 
Mstep: Class 6 contains 11332 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 56010 members 
Mstep: Class 9 contains 87629 members 
Mstep: Class 10 contains 47168 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 18459 members 
Mstep: Class 14 contains 858 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3468 members 
Entering Unmasked Estep 
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Iteration 54Q: 19 clusters Score -5.40116e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 51652 members 
Mstep: Class 3 contains 28375 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 114445 members 
Mstep: Class 6 contains 11363 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 55769 members 
Mstep: Class 9 contains 87390 members 
Mstep: Class 10 contains 46816 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18494 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3467 members 
Entering Unmasked Estep 
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Iteration 55Q: 19 clusters Score -5.401212e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 51704 members 
Mstep: Class 3 contains 29086 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 114287 members 
Mstep: Class 6 contains 11362 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 55568 members 
Mstep: Class 9 contains 87203 members 
Mstep: Class 10 contains 46572 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 769 members 
Mstep: Class 13 contains 18524 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3464 members 
Entering Unmasked Estep 
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Iteration 56Q: 19 clusters Score -5.401266e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 51697 members 
Mstep: Class 3 contains 29686 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 114083 members 
Mstep: Class 6 contains 11358 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 55454 members 
Mstep: Class 9 contains 87042 members 
Mstep: Class 10 contains 46440 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18550 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3461 members 
Entering Unmasked Estep 
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Iteration 57Q: 19 clusters Score -5.401301e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 51694 members 
Mstep: Class 3 contains 30192 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113924 members 
Mstep: Class 6 contains 11359 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 55364 members 
Mstep: Class 9 contains 86889 members 
Mstep: Class 10 contains 46325 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18564 members 
Mstep: Class 14 contains 856 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3461 members 
Entering Unmasked Estep 
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Iteration 58Q: 19 clusters Score -5.401326e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 51676 members 
Mstep: Class 3 contains 30607 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113820 members 
Mstep: Class 6 contains 11366 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 55277 members 
Mstep: Class 9 contains 86750 members 
Mstep: Class 10 contains 46236 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18581 members 
Mstep: Class 14 contains 856 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3459 members 
Entering Unmasked Estep 
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Iteration 59Q: 19 clusters Score -5.401351e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 51648 members 
Mstep: Class 3 contains 30963 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113734 members 
Mstep: Class 6 contains 11373 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 55154 members 
Mstep: Class 9 contains 86647 members 
Mstep: Class 10 contains 46205 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18590 members 
Mstep: Class 14 contains 856 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3458 members 
Entering Unmasked Estep 
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Iteration 60F: 19 clusters Score -5.401559e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 51100 members 
Mstep: Class 3 contains 31404 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113581 members 
Mstep: Class 6 contains 11342 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 57380 members 
Mstep: Class 9 contains 85572 members 
Mstep: Class 10 contains 45344 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 18593 members 
Mstep: Class 14 contains 856 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 389 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3457 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -5.401483e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 50773 members 
Mstep: Class 3 contains 31837 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113419 members 
Mstep: Class 6 contains 11323 members 
Mstep: Class 7 contains 210 members 
Mstep: Class 8 contains 58794 members 
Mstep: Class 9 contains 84812 members 
Mstep: Class 10 contains 44766 members 
Mstep: Class 11 contains 163 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 18593 members 
Mstep: Class 14 contains 856 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 390 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3457 members 
Entering Unmasked Estep 
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Iteration 62Q: 19 clusters Score -5.401429e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 50535 members 
Mstep: Class 3 contains 32216 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113251 members 
Mstep: Class 6 contains 11307 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 59722 members 
Mstep: Class 9 contains 84296 members 
Mstep: Class 10 contains 44418 members 
Mstep: Class 11 contains 163 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 18573 members 
Mstep: Class 14 contains 856 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3458 members 
Entering Unmasked Estep 
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Iteration 63Q: 19 clusters Score -5.401385e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 50393 members 
Mstep: Class 3 contains 32531 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113175 members 
Mstep: Class 6 contains 11287 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 60296 members 
Mstep: Class 9 contains 83880 members 
Mstep: Class 10 contains 44206 members 
Mstep: Class 11 contains 163 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 18549 members 
Mstep: Class 14 contains 856 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3459 members 
Entering Unmasked Estep 
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Iteration 64Q: 19 clusters Score -5.401355e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 50249 members 
Mstep: Class 3 contains 32807 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113120 members 
Mstep: Class 6 contains 11289 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 60693 members 
Mstep: Class 9 contains 83602 members 
Mstep: Class 10 contains 44030 members 
Mstep: Class 11 contains 163 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 18528 members 
Mstep: Class 14 contains 856 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3458 members 
Entering Unmasked Estep 
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Iteration 65Q: 19 clusters Score -5.401324e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 50149 members 
Mstep: Class 3 contains 33062 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113096 members 
Mstep: Class 6 contains 11292 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 60940 members 
Mstep: Class 9 contains 83388 members 
Mstep: Class 10 contains 43888 members 
Mstep: Class 11 contains 163 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 18504 members 
Mstep: Class 14 contains 856 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3458 members 
Entering Unmasked Estep 
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Iteration 66Q: 19 clusters Score -5.401323e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50055 members 
Mstep: Class 3 contains 33276 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113093 members 
Mstep: Class 6 contains 11295 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 61131 members 
Mstep: Class 9 contains 83210 members 
Mstep: Class 10 contains 43792 members 
Mstep: Class 11 contains 163 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 18469 members 
Mstep: Class 14 contains 856 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3457 members 
Entering Unmasked Estep 
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Iteration 67Q: 19 clusters Score -5.40133e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49999 members 
Mstep: Class 3 contains 33442 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113088 members 
Mstep: Class 6 contains 11288 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 61289 members 
Mstep: Class 9 contains 83046 members 
Mstep: Class 10 contains 43722 members 
Mstep: Class 11 contains 163 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 18445 members 
Mstep: Class 14 contains 856 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3457 members 
Entering Unmasked Estep 
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Iteration 68Q: 19 clusters Score -5.40132e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49968 members 
Mstep: Class 3 contains 33611 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113097 members 
Mstep: Class 6 contains 11278 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 61368 members 
Mstep: Class 9 contains 82895 members 
Mstep: Class 10 contains 43678 members 
Mstep: Class 11 contains 163 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18422 members 
Mstep: Class 14 contains 856 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3457 members 
Entering Unmasked Estep 
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Iteration 69Q: 19 clusters Score -5.40132e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49947 members 
Mstep: Class 3 contains 33749 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113103 members 
Mstep: Class 6 contains 11281 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 61453 members 
Mstep: Class 9 contains 82751 members 
Mstep: Class 10 contains 43631 members 
Mstep: Class 11 contains 163 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18401 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3457 members 
Entering Unmasked Estep 
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Iteration 70Q: 19 clusters Score -5.401301e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49938 members 
Mstep: Class 3 contains 33878 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113146 members 
Mstep: Class 6 contains 11276 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 61430 members 
Mstep: Class 9 contains 82676 members 
Mstep: Class 10 contains 43602 members 
Mstep: Class 11 contains 163 members 
Mstep: Class 12 contains 769 members 
Mstep: Class 13 contains 18370 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3456 members 
Entering Unmasked Estep 
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Iteration 71Q: 19 clusters Score -5.401309e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49948 members 
Mstep: Class 3 contains 33989 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113153 members 
Mstep: Class 6 contains 11276 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 61434 members 
Mstep: Class 9 contains 82597 members 
Mstep: Class 10 contains 43580 members 
Mstep: Class 11 contains 163 members 
Mstep: Class 12 contains 769 members 
Mstep: Class 13 contains 18340 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3455 members 
Entering Unmasked Estep 
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Iteration 72Q: 19 clusters Score -5.401311e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49962 members 
Mstep: Class 3 contains 34092 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113151 members 
Mstep: Class 6 contains 11277 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 61430 members 
Mstep: Class 9 contains 82525 members 
Mstep: Class 10 contains 43575 members 
Mstep: Class 11 contains 163 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 18304 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3455 members 
Entering Unmasked Estep 
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Iteration 73Q: 19 clusters Score -5.401308e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49983 members 
Mstep: Class 3 contains 34190 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113117 members 
Mstep: Class 6 contains 11280 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 61439 members 
Mstep: Class 9 contains 82456 members 
Mstep: Class 10 contains 43574 members 
Mstep: Class 11 contains 163 members 
Mstep: Class 12 contains 769 members 
Mstep: Class 13 contains 18279 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3454 members 
Entering Unmasked Estep 
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Iteration 74Q: 19 clusters Score -5.4013e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50011 members 
Mstep: Class 3 contains 34268 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113063 members 
Mstep: Class 6 contains 11277 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 61451 members 
Mstep: Class 9 contains 82388 members 
Mstep: Class 10 contains 43606 members 
Mstep: Class 11 contains 163 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 18255 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3452 members 
Entering Unmasked Estep 
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Iteration 75Q: 19 clusters Score -5.401288e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50044 members 
Mstep: Class 3 contains 34315 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113018 members 
Mstep: Class 6 contains 11268 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 61444 members 
Mstep: Class 9 contains 82339 members 
Mstep: Class 10 contains 43665 members 
Mstep: Class 11 contains 163 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 18226 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3452 members 
Entering Unmasked Estep 
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Iteration 76Q: 19 clusters Score -5.40128e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50071 members 
Mstep: Class 3 contains 34356 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 112990 members 
Mstep: Class 6 contains 11266 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 61399 members 
Mstep: Class 9 contains 82314 members 
Mstep: Class 10 contains 43713 members 
Mstep: Class 11 contains 163 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 18210 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3452 members 
Entering Unmasked Estep 
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Score: -54012652.000000 Penalty: 37888.101562
Iteration 77Q: 19 clusters Score -5.401265e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50097 members 
Mstep: Class 3 contains 34390 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 112985 members 
Mstep: Class 6 contains 11264 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 61351 members 
Mstep: Class 9 contains 82279 members 
Mstep: Class 10 contains 43757 members 
Mstep: Class 11 contains 163 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 18199 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54012788.000000 Penalty: 37888.101562
Iteration 78Q: 19 clusters Score -5.401279e+07 nChanged 516
Entering ConstructFrom: 
Score: -54012788.000000 Penalty: 37888.101562
Entering ConstructFrom: 
Trying to split cluster 1 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -83825.460938 Penalty: 1088.468506
	Iteration 0F: 2 clusters Score -83825.46 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 409 members 
Entering Unmasked Estep 
Score: -82557.757812 Penalty: 2176.937012
	Iteration 0F: 3 clusters Score -82557.76 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82839.703125 Penalty: 2176.937012
	Iteration 1F: 3 clusters Score -82839.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82948.382812 Penalty: 2176.937012
	Iteration 2F: 3 clusters Score -82948.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -83001.726562 Penalty: 2176.937012
	Iteration 3Q: 3 clusters Score -83001.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83035.726562 Penalty: 2176.937012
	Iteration 4Q: 3 clusters Score -83035.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -83074.585938 Penalty: 2176.937012
	Iteration 5Q: 3 clusters Score -83074.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83098.523438 Penalty: 2176.937012
	Iteration 6Q: 3 clusters Score -83098.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83141.156250 Penalty: 2176.937012
	Iteration 7Q: 3 clusters Score -83141.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -83205.109375 Penalty: 2176.937012
	Iteration 8Q: 3 clusters Score -83205.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -83298.882812 Penalty: 2176.937012
	Iteration 9Q: 3 clusters Score -83298.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -83420.851562 Penalty: 2176.937012
	Iteration 10Q: 3 clusters Score -83420.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -83644.617188 Penalty: 2176.937012
	Iteration 11F: 3 clusters Score -83644.62 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -83981.203125 Penalty: 2176.937012
	Iteration 12F: 3 clusters Score -83981.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -84198.257812 Penalty: 2176.937012
	Iteration 13Q: 3 clusters Score -84198.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -84304.609375 Penalty: 2176.937012
	Iteration 14Q: 3 clusters Score -84304.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -84339.992188 Penalty: 2176.937012
	Iteration 15Q: 3 clusters Score -84339.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84349.312500 Penalty: 2176.937012
	Iteration 16Q: 3 clusters Score -84349.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84351.320312 Penalty: 2176.937012
	Iteration 17Q: 3 clusters Score -84351.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84351.320312 Penalty: 2176.937012
	Iteration 18F: 3 clusters Score -84351.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 50114 members 
Mstep: Class 3 contains 34422 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 112998 members 
Mstep: Class 6 contains 11253 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 61292 members 
Mstep: Class 9 contains 82249 members 
Mstep: Class 10 contains 43796 members 
Mstep: Class 11 contains 163 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 18201 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 17 contains 321 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3446 members 
Entering Unmasked Estep 
Score: -54012144.000000 Penalty: 39992.996094
Splitting cluster 1 changes total score from -54012788.000000 to -54012144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (50114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Entering Unmasked Estep 
Score: -6517347.000000 Penalty: 1758.584106
	Iteration 0F: 2 clusters Score -6517347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -6483736.500000 Penalty: 3517.168213
	Iteration 0F: 3 clusters Score -6483736 nChanged 23593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -6497565.500000 Penalty: 3517.168213
	Iteration 1F: 3 clusters Score -6497566 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -6498294.500000 Penalty: 3517.168213
	Iteration 2Q: 3 clusters Score -6498294 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -6499040.500000 Penalty: 3517.168213
	Iteration 3Q: 3 clusters Score -6499040 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -6500029.000000 Penalty: 3517.168213
	Iteration 4Q: 3 clusters Score -6500029 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -6501280.500000 Penalty: 3517.168213
	Iteration 5F: 3 clusters Score -6501280 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -6503127.500000 Penalty: 3517.168213
	Iteration 6F: 3 clusters Score -6503128 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -6505558.500000 Penalty: 3517.168213
	Iteration 7F: 3 clusters Score -6505558 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -6508191.500000 Penalty: 3517.168213
	Iteration 8F: 3 clusters Score -6508192 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -6510542.000000 Penalty: 3517.168213
	Iteration 9F: 3 clusters Score -6510542 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -6512270.500000 Penalty: 3517.168213
	Iteration 10Q: 3 clusters Score -6512270 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -6513575.500000 Penalty: 3517.168213
	Iteration 11Q: 3 clusters Score -6513576 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -6514361.000000 Penalty: 3517.168213
	Iteration 12Q: 3 clusters Score -6514361 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6514898.000000 Penalty: 3517.168213
	Iteration 13Q: 3 clusters Score -6514898 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6515244.000000 Penalty: 3517.168213
	Iteration 14Q: 3 clusters Score -6515244 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6515448.000000 Penalty: 3517.168213
	Iteration 15Q: 3 clusters Score -6515448 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49447 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6515594.000000 Penalty: 3517.168213
	Iteration 16Q: 3 clusters Score -6515594 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6515699.000000 Penalty: 3517.168213
	Iteration 17Q: 3 clusters Score -6515699 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6515750.500000 Penalty: 3517.168213
	Iteration 18Q: 3 clusters Score -6515750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6515790.500000 Penalty: 3517.168213
	Iteration 19Q: 3 clusters Score -6515790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6515809.500000 Penalty: 3517.168213
	Iteration 20F: 3 clusters Score -6515810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6515831.500000 Penalty: 3517.168213
	Iteration 21Q: 3 clusters Score -6515832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6515861.500000 Penalty: 3517.168213
	Iteration 22Q: 3 clusters Score -6515862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49737 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6515878.000000 Penalty: 3517.168213
	Iteration 23Q: 3 clusters Score -6515878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6515888.500000 Penalty: 3517.168213
	Iteration 24Q: 3 clusters Score -6515888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6515892.500000 Penalty: 3517.168213
	Iteration 25Q: 3 clusters Score -6515892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6515901.500000 Penalty: 3517.168213
	Iteration 26Q: 3 clusters Score -6515902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6515905.000000 Penalty: 3517.168213
	Iteration 27Q: 3 clusters Score -6515905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6515907.000000 Penalty: 3517.168213
	Iteration 28Q: 3 clusters Score -6515907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6515910.500000 Penalty: 3517.168213
	Iteration 29Q: 3 clusters Score -6515910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6515911.000000 Penalty: 3517.168213
	Iteration 30Q: 3 clusters Score -6515911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6515915.000000 Penalty: 3517.168213
	Iteration 31Q: 3 clusters Score -6515915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6515916.000000 Penalty: 3517.168213
	Iteration 32Q: 3 clusters Score -6515916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6515914.500000 Penalty: 3517.168213
	Iteration 33Q: 3 clusters Score -6515914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6515915.000000 Penalty: 3517.168213
	Iteration 34Q: 3 clusters Score -6515915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6515915.000000 Penalty: 3517.168213
	Iteration 35F: 3 clusters Score -6515915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Entering Unmasked Estep 
Score: -4492347.000000 Penalty: 1697.548340
	Iteration 0F: 2 clusters Score -4492347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -4469406.500000 Penalty: 3395.096680
	Iteration 0F: 3 clusters Score -4469406 nChanged 15883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -4478083.000000 Penalty: 3395.096680
	Iteration 1F: 3 clusters Score -4478083 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -4478505.500000 Penalty: 3395.096680
	Iteration 2Q: 3 clusters Score -4478506 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -4478965.500000 Penalty: 3395.096680
	Iteration 3Q: 3 clusters Score -4478966 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -4479452.000000 Penalty: 3395.096680
	Iteration 4Q: 3 clusters Score -4479452 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -4480126.000000 Penalty: 3395.096680
	Iteration 5Q: 3 clusters Score -4480126 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -4480992.000000 Penalty: 3395.096680
	Iteration 6Q: 3 clusters Score -4480992 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -4482258.000000 Penalty: 3395.096680
	Iteration 7F: 3 clusters Score -4482258 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -4483864.000000 Penalty: 3395.096680
	Iteration 8F: 3 clusters Score -4483864 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -4485507.500000 Penalty: 3395.096680
	Iteration 9F: 3 clusters Score -4485508 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -4487017.000000 Penalty: 3395.096680
	Iteration 10F: 3 clusters Score -4487017 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -4488129.500000 Penalty: 3395.096680
	Iteration 11Q: 3 clusters Score -4488130 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -4488810.500000 Penalty: 3395.096680
	Iteration 12Q: 3 clusters Score -4488810 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -4489175.000000 Penalty: 3395.096680
	Iteration 13Q: 3 clusters Score -4489175 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -4489431.000000 Penalty: 3395.096680
	Iteration 14Q: 3 clusters Score -4489431 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -4489643.000000 Penalty: 3395.096680
	Iteration 15Q: 3 clusters Score -4489643 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -4489819.000000 Penalty: 3395.096680
	Iteration 16Q: 3 clusters Score -4489819 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4489922.000000 Penalty: 3395.096680
	Iteration 17Q: 3 clusters Score -4489922 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -4490023.500000 Penalty: 3395.096680
	Iteration 18Q: 3 clusters Score -4490024 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -4490105.500000 Penalty: 3395.096680
	Iteration 19Q: 3 clusters Score -4490106 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -4490193.500000 Penalty: 3395.096680
	Iteration 20F: 3 clusters Score -4490194 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4490278.500000 Penalty: 3395.096680
	Iteration 21Q: 3 clusters Score -4490278 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4490351.000000 Penalty: 3395.096680
	Iteration 22Q: 3 clusters Score -4490351 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4490397.000000 Penalty: 3395.096680
	Iteration 23Q: 3 clusters Score -4490397 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4490450.000000 Penalty: 3395.096680
	Iteration 24Q: 3 clusters Score -4490450 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4490502.500000 Penalty: 3395.096680
	Iteration 25Q: 3 clusters Score -4490502 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4490543.000000 Penalty: 3395.096680
	Iteration 26Q: 3 clusters Score -4490543 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4490574.000000 Penalty: 3395.096680
	Iteration 27Q: 3 clusters Score -4490574 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4490605.000000 Penalty: 3395.096680
	Iteration 28Q: 3 clusters Score -4490605 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4490641.500000 Penalty: 3395.096680
	Iteration 29Q: 3 clusters Score -4490642 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4490664.000000 Penalty: 3395.096680
	Iteration 30Q: 3 clusters Score -4490664 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4490698.500000 Penalty: 3395.096680
	Iteration 31Q: 3 clusters Score -4490698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4490714.500000 Penalty: 3395.096680
	Iteration 32Q: 3 clusters Score -4490714 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4490724.000000 Penalty: 3395.096680
	Iteration 33Q: 3 clusters Score -4490724 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4490744.500000 Penalty: 3395.096680
	Iteration 34Q: 3 clusters Score -4490744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4490764.500000 Penalty: 3395.096680
	Iteration 35Q: 3 clusters Score -4490764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4490784.500000 Penalty: 3395.096680
	Iteration 36Q: 3 clusters Score -4490784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4490798.500000 Penalty: 3395.096680
	Iteration 37Q: 3 clusters Score -4490798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4490817.500000 Penalty: 3395.096680
	Iteration 38Q: 3 clusters Score -4490818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4490834.000000 Penalty: 3395.096680
	Iteration 39Q: 3 clusters Score -4490834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4490849.500000 Penalty: 3395.096680
	Iteration 40F: 3 clusters Score -4490850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4490858.500000 Penalty: 3395.096680
	Iteration 41Q: 3 clusters Score -4490858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4490883.500000 Penalty: 3395.096680
	Iteration 42Q: 3 clusters Score -4490884 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4490899.000000 Penalty: 3395.096680
	Iteration 43Q: 3 clusters Score -4490899 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4490923.000000 Penalty: 3395.096680
	Iteration 44Q: 3 clusters Score -4490923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4490928.500000 Penalty: 3395.096680
	Iteration 45Q: 3 clusters Score -4490928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4490946.000000 Penalty: 3395.096680
	Iteration 46Q: 3 clusters Score -4490946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4490954.000000 Penalty: 3395.096680
	Iteration 47Q: 3 clusters Score -4490954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4490955.500000 Penalty: 3395.096680
	Iteration 48Q: 3 clusters Score -4490956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4490959.000000 Penalty: 3395.096680
	Iteration 49Q: 3 clusters Score -4490959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4490964.500000 Penalty: 3395.096680
	Iteration 50Q: 3 clusters Score -4490964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4490967.000000 Penalty: 3395.096680
	Iteration 51Q: 3 clusters Score -4490967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4490970.500000 Penalty: 3395.096680
	Iteration 52Q: 3 clusters Score -4490970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4490975.000000 Penalty: 3395.096680
	Iteration 53Q: 3 clusters Score -4490975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4490978.500000 Penalty: 3395.096680
	Iteration 54Q: 3 clusters Score -4490978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4490982.500000 Penalty: 3395.096680
	Iteration 55Q: 3 clusters Score -4490982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4490986.500000 Penalty: 3395.096680
	Iteration 56Q: 3 clusters Score -4490986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4490990.000000 Penalty: 3395.096680
	Iteration 57Q: 3 clusters Score -4490990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4490985.500000 Penalty: 3395.096680
	Iteration 58Q: 3 clusters Score -4490986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4490985.500000 Penalty: 3395.096680
	Iteration 59F: 3 clusters Score -4490986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -51807.691406 Penalty: 994.905090
	Iteration 0F: 2 clusters Score -51807.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50846.921875 Penalty: 1989.810181
	Iteration 0F: 3 clusters Score -50846.92 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51100.117188 Penalty: 1989.810181
	Iteration 1F: 3 clusters Score -51100.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51197.753906 Penalty: 1989.810181
	Iteration 2F: 3 clusters Score -51197.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51258.339844 Penalty: 1989.810181
	Iteration 3F: 3 clusters Score -51258.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51279.550781 Penalty: 1989.810181
	Iteration 4Q: 3 clusters Score -51279.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -51295.937500 Penalty: 1989.810181
	Iteration 5Q: 3 clusters Score -51295.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51305.386719 Penalty: 1989.810181
	Iteration 6Q: 3 clusters Score -51305.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51316.453125 Penalty: 1989.810181
	Iteration 7Q: 3 clusters Score -51316.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51334.093750 Penalty: 1989.810181
	Iteration 8Q: 3 clusters Score -51334.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51342.675781 Penalty: 1989.810181
	Iteration 9Q: 3 clusters Score -51342.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51353.324219 Penalty: 1989.810181
	Iteration 10Q: 3 clusters Score -51353.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51357.136719 Penalty: 1989.810181
	Iteration 11Q: 3 clusters Score -51357.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51363.117188 Penalty: 1989.810181
	Iteration 12Q: 3 clusters Score -51363.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51372.671875 Penalty: 1989.810181
	Iteration 13Q: 3 clusters Score -51372.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51375.582031 Penalty: 1989.810181
	Iteration 14Q: 3 clusters Score -51375.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -51379.371094 Penalty: 1989.810181
	Iteration 15Q: 3 clusters Score -51379.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51392.175781 Penalty: 1989.810181
	Iteration 16Q: 3 clusters Score -51392.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51392.500000 Penalty: 1989.810181
	Iteration 17Q: 3 clusters Score -51392.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51392.500000 Penalty: 1989.810181
	Iteration 18F: 3 clusters Score -51392.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (112998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112998 members 
Entering Unmasked Estep 
Score: -14617665.000000 Penalty: 1890.707886
	Iteration 0F: 2 clusters Score -1.461766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56548 members 
Mstep: Class 2 contains 56450 members 
Entering Unmasked Estep 
Score: -14546089.000000 Penalty: 3781.415771
	Iteration 0F: 3 clusters Score -1.454609e+07 nChanged 54139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57413 members 
Mstep: Class 2 contains 55585 members 
Entering Unmasked Estep 
Score: -14577630.000000 Penalty: 3781.415771
	Iteration 1F: 3 clusters Score -1.457763e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -14578242.000000 Penalty: 3781.415771
	Iteration 2Q: 3 clusters Score -1.457824e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
Score: -14578929.000000 Penalty: 3781.415771
	Iteration 3Q: 3 clusters Score -1.457893e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60897 members 
Mstep: Class 2 contains 52101 members 
Entering Unmasked Estep 
Score: -14579932.000000 Penalty: 3781.415771
	Iteration 4Q: 3 clusters Score -1.457993e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63298 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -14581119.000000 Penalty: 3781.415771
	Iteration 5Q: 3 clusters Score -1.458112e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66742 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -14582873.000000 Penalty: 3781.415771
	Iteration 6Q: 3 clusters Score -1.458287e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71554 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -14585659.000000 Penalty: 3781.415771
	Iteration 7Q: 3 clusters Score -1.458566e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77926 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -14589775.000000 Penalty: 3781.415771
	Iteration 8F: 3 clusters Score -1.458978e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85616 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -14595211.000000 Penalty: 3781.415771
	Iteration 9F: 3 clusters Score -1.459521e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93452 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -14602012.000000 Penalty: 3781.415771
	Iteration 10F: 3 clusters Score -1.460201e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100154 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -14609339.000000 Penalty: 3781.415771
	Iteration 11F: 3 clusters Score -1.460934e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105250 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -14614256.000000 Penalty: 3781.415771
	Iteration 12Q: 3 clusters Score -1.461426e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108440 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -14616107.000000 Penalty: 3781.415771
	Iteration 13Q: 3 clusters Score -1.461611e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110058 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -14616502.000000 Penalty: 3781.415771
	Iteration 14Q: 3 clusters Score -1.46165e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110897 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -14616664.000000 Penalty: 3781.415771
	Iteration 15Q: 3 clusters Score -1.461666e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111347 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -14616688.000000 Penalty: 3781.415771
	Iteration 16Q: 3 clusters Score -1.461669e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111606 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -14616671.000000 Penalty: 3781.415771
	Iteration 17Q: 3 clusters Score -1.461667e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111784 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -14616652.000000 Penalty: 3781.415771
	Iteration 18Q: 3 clusters Score -1.461665e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111890 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -14616623.000000 Penalty: 3781.415771
	Iteration 19Q: 3 clusters Score -1.461662e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111969 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -14616644.000000 Penalty: 3781.415771
	Iteration 20F: 3 clusters Score -1.461664e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112025 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -14616646.000000 Penalty: 3781.415771
	Iteration 21Q: 3 clusters Score -1.461665e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112073 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -14616655.000000 Penalty: 3781.415771
	Iteration 22Q: 3 clusters Score -1.461666e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112118 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -14616635.000000 Penalty: 3781.415771
	Iteration 23Q: 3 clusters Score -1.461664e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112150 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -14616637.000000 Penalty: 3781.415771
	Iteration 24Q: 3 clusters Score -1.461664e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112169 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -14616646.000000 Penalty: 3781.415771
	Iteration 25Q: 3 clusters Score -1.461665e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112185 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -14616641.000000 Penalty: 3781.415771
	Iteration 26Q: 3 clusters Score -1.461664e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112193 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -14616639.000000 Penalty: 3781.415771
	Iteration 27Q: 3 clusters Score -1.461664e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112205 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -14616642.000000 Penalty: 3781.415771
	Iteration 28Q: 3 clusters Score -1.461664e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112218 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -14616646.000000 Penalty: 3781.415771
	Iteration 29Q: 3 clusters Score -1.461665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112224 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -14616638.000000 Penalty: 3781.415771
	Iteration 30Q: 3 clusters Score -1.461664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112226 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -14616646.000000 Penalty: 3781.415771
	Iteration 31Q: 3 clusters Score -1.461665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112235 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -14616635.000000 Penalty: 3781.415771
	Iteration 32Q: 3 clusters Score -1.461664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112237 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -14616633.000000 Penalty: 3781.415771
	Iteration 33Q: 3 clusters Score -1.461663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112236 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -14616637.000000 Penalty: 3781.415771
	Iteration 34Q: 3 clusters Score -1.461664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112235 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -14616633.000000 Penalty: 3781.415771
	Iteration 35Q: 3 clusters Score -1.461663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112241 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -14616645.000000 Penalty: 3781.415771
	Iteration 36Q: 3 clusters Score -1.461664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112248 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -14616639.000000 Penalty: 3781.415771
	Iteration 37Q: 3 clusters Score -1.461664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112249 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -14616640.000000 Penalty: 3781.415771
	Iteration 38Q: 3 clusters Score -1.461664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112251 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -14616644.000000 Penalty: 3781.415771
	Iteration 39Q: 3 clusters Score -1.461664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112255 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -14616638.000000 Penalty: 3781.415771
	Iteration 40F: 3 clusters Score -1.461664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112258 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -14616645.000000 Penalty: 3781.415771
	Iteration 41Q: 3 clusters Score -1.461664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112262 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -14616643.000000 Penalty: 3781.415771
	Iteration 42Q: 3 clusters Score -1.461664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112263 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -14616649.000000 Penalty: 3781.415771
	Iteration 43Q: 3 clusters Score -1.461665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112263 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -14616659.000000 Penalty: 3781.415771
	Iteration 44Q: 3 clusters Score -1.461666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112262 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -14616653.000000 Penalty: 3781.415771
	Iteration 45Q: 3 clusters Score -1.461665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112266 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -14616648.000000 Penalty: 3781.415771
	Iteration 46Q: 3 clusters Score -1.461665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112270 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -14616646.000000 Penalty: 3781.415771
	Iteration 47Q: 3 clusters Score -1.461665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112277 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -14616640.000000 Penalty: 3781.415771
	Iteration 48Q: 3 clusters Score -1.461664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112281 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -14616655.000000 Penalty: 3781.415771
	Iteration 49Q: 3 clusters Score -1.461666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112283 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -14616650.000000 Penalty: 3781.415771
	Iteration 50Q: 3 clusters Score -1.461665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112280 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -14616652.000000 Penalty: 3781.415771
	Iteration 51Q: 3 clusters Score -1.461665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112280 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -14616653.000000 Penalty: 3781.415771
	Iteration 52Q: 3 clusters Score -1.461665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112282 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -14616659.000000 Penalty: 3781.415771
	Iteration 53Q: 3 clusters Score -1.461666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112281 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -14616665.000000 Penalty: 3781.415771
	Iteration 54Q: 3 clusters Score -1.461666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112280 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -14616665.000000 Penalty: 3781.415771
	Iteration 55Q: 3 clusters Score -1.461666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112278 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -14616660.000000 Penalty: 3781.415771
	Iteration 56Q: 3 clusters Score -1.461666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112274 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -14616655.000000 Penalty: 3781.415771
	Iteration 57Q: 3 clusters Score -1.461666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112273 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -14616652.000000 Penalty: 3781.415771
	Iteration 58Q: 3 clusters Score -1.461665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112273 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -14616652.000000 Penalty: 3781.415771
	Iteration 59F: 3 clusters Score -1.461665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Entering Unmasked Estep 
Score: -1473860.750000 Penalty: 1515.863403
	Iteration 0F: 2 clusters Score -1473861 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 5634 members 
Entering Unmasked Estep 
Score: -1465858.375000 Penalty: 3031.726807
	Iteration 0F: 3 clusters Score -1465858 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1468431.000000 Penalty: 3031.726807
	Iteration 1F: 3 clusters Score -1468431 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1468684.375000 Penalty: 3031.726807
	Iteration 2F: 3 clusters Score -1468684 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1468837.875000 Penalty: 3031.726807
	Iteration 3Q: 3 clusters Score -1468838 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1468948.250000 Penalty: 3031.726807
	Iteration 4Q: 3 clusters Score -1468948 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1469033.250000 Penalty: 3031.726807
	Iteration 5Q: 3 clusters Score -1469033 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1469106.750000 Penalty: 3031.726807
	Iteration 6Q: 3 clusters Score -1469107 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1469175.625000 Penalty: 3031.726807
	Iteration 7Q: 3 clusters Score -1469176 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1469232.500000 Penalty: 3031.726807
	Iteration 8Q: 3 clusters Score -1469232 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1469293.250000 Penalty: 3031.726807
	Iteration 9Q: 3 clusters Score -1469293 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1469365.875000 Penalty: 3031.726807
	Iteration 10Q: 3 clusters Score -1469366 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1469459.000000 Penalty: 3031.726807
	Iteration 11Q: 3 clusters Score -1469459 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1469576.875000 Penalty: 3031.726807
	Iteration 12Q: 3 clusters Score -1469577 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1469712.000000 Penalty: 3031.726807
	Iteration 13Q: 3 clusters Score -1469712 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1469881.875000 Penalty: 3031.726807
	Iteration 14Q: 3 clusters Score -1469882 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1470122.375000 Penalty: 3031.726807
	Iteration 15Q: 3 clusters Score -1470122 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1470405.250000 Penalty: 3031.726807
	Iteration 16Q: 3 clusters Score -1470405 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1470680.125000 Penalty: 3031.726807
	Iteration 17Q: 3 clusters Score -1470680 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1470961.500000 Penalty: 3031.726807
	Iteration 18Q: 3 clusters Score -1470962 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1471187.375000 Penalty: 3031.726807
	Iteration 19Q: 3 clusters Score -1471187 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1471344.875000 Penalty: 3031.726807
	Iteration 20F: 3 clusters Score -1471345 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1471454.250000 Penalty: 3031.726807
	Iteration 21Q: 3 clusters Score -1471454 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1471532.375000 Penalty: 3031.726807
	Iteration 22Q: 3 clusters Score -1471532 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1471592.375000 Penalty: 3031.726807
	Iteration 23Q: 3 clusters Score -1471592 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1471645.500000 Penalty: 3031.726807
	Iteration 24Q: 3 clusters Score -1471646 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1471678.125000 Penalty: 3031.726807
	Iteration 25Q: 3 clusters Score -1471678 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1471709.750000 Penalty: 3031.726807
	Iteration 26Q: 3 clusters Score -1471710 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1471737.000000 Penalty: 3031.726807
	Iteration 27Q: 3 clusters Score -1471737 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1471759.750000 Penalty: 3031.726807
	Iteration 28Q: 3 clusters Score -1471760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1471778.250000 Penalty: 3031.726807
	Iteration 29Q: 3 clusters Score -1471778 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1471795.125000 Penalty: 3031.726807
	Iteration 30Q: 3 clusters Score -1471795 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1471808.375000 Penalty: 3031.726807
	Iteration 31Q: 3 clusters Score -1471808 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1471836.125000 Penalty: 3031.726807
	Iteration 32Q: 3 clusters Score -1471836 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1471859.500000 Penalty: 3031.726807
	Iteration 33Q: 3 clusters Score -1471860 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1471889.250000 Penalty: 3031.726807
	Iteration 34Q: 3 clusters Score -1471889 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1471914.625000 Penalty: 3031.726807
	Iteration 35Q: 3 clusters Score -1471915 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1471940.250000 Penalty: 3031.726807
	Iteration 36Q: 3 clusters Score -1471940 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1471972.375000 Penalty: 3031.726807
	Iteration 37Q: 3 clusters Score -1471972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1472013.125000 Penalty: 3031.726807
	Iteration 38Q: 3 clusters Score -1472013 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1472049.500000 Penalty: 3031.726807
	Iteration 39Q: 3 clusters Score -1472050 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1472095.625000 Penalty: 3031.726807
	Iteration 40F: 3 clusters Score -1472096 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1472162.875000 Penalty: 3031.726807
	Iteration 41Q: 3 clusters Score -1472163 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1472212.625000 Penalty: 3031.726807
	Iteration 42Q: 3 clusters Score -1472213 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1472251.875000 Penalty: 3031.726807
	Iteration 43Q: 3 clusters Score -1472252 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1472291.125000 Penalty: 3031.726807
	Iteration 44Q: 3 clusters Score -1472291 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1472321.375000 Penalty: 3031.726807
	Iteration 45Q: 3 clusters Score -1472321 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1472345.125000 Penalty: 3031.726807
	Iteration 46Q: 3 clusters Score -1472345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1472372.875000 Penalty: 3031.726807
	Iteration 47Q: 3 clusters Score -1472373 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1472405.125000 Penalty: 3031.726807
	Iteration 48Q: 3 clusters Score -1472405 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -1472426.625000 Penalty: 3031.726807
	Iteration 49Q: 3 clusters Score -1472427 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1472442.000000 Penalty: 3031.726807
	Iteration 50Q: 3 clusters Score -1472442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1472454.875000 Penalty: 3031.726807
	Iteration 51Q: 3 clusters Score -1472455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1472468.375000 Penalty: 3031.726807
	Iteration 52Q: 3 clusters Score -1472468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1472477.875000 Penalty: 3031.726807
	Iteration 53Q: 3 clusters Score -1472478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1472484.000000 Penalty: 3031.726807
	Iteration 54Q: 3 clusters Score -1472484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1472490.000000 Penalty: 3031.726807
	Iteration 55Q: 3 clusters Score -1472490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1472497.000000 Penalty: 3031.726807
	Iteration 56Q: 3 clusters Score -1472497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1472498.750000 Penalty: 3031.726807
	Iteration 57Q: 3 clusters Score -1472499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1472500.875000 Penalty: 3031.726807
	Iteration 58Q: 3 clusters Score -1472501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1472500.625000 Penalty: 3031.726807
	Iteration 59Q: 3 clusters Score -1472501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1472501.250000 Penalty: 3031.726807
	Iteration 60F: 3 clusters Score -1472501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -12616.342773 Penalty: 868.129333
	Iteration 0F: 2 clusters Score -12616.34 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 98 members 
Entering Unmasked Estep 
Score: -12125.114258 Penalty: 1736.258667
	Iteration 0F: 3 clusters Score -12125.11 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12333.644531 Penalty: 1736.258667
	Iteration 1F: 3 clusters Score -12333.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12410.413086 Penalty: 1736.258667
	Iteration 2F: 3 clusters Score -12410.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12454.045898 Penalty: 1736.258667
	Iteration 3Q: 3 clusters Score -12454.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12492.044922 Penalty: 1736.258667
	Iteration 4Q: 3 clusters Score -12492.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12540.401367 Penalty: 1736.258667
	Iteration 5Q: 3 clusters Score -12540.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12544.736328 Penalty: 1736.258667
	Iteration 6Q: 3 clusters Score -12544.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12553.081055 Penalty: 1736.258667
	Iteration 7Q: 3 clusters Score -12553.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12553.081055 Penalty: 1736.258667
	Iteration 8F: 3 clusters Score -12553.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (61292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61292 members 
Entering Unmasked Estep 
Score: -8091653.500000 Penalty: 1791.303345
	Iteration 0F: 2 clusters Score -8091654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -8059089.000000 Penalty: 3582.606689
	Iteration 0F: 3 clusters Score -8059089 nChanged 28804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -8075807.500000 Penalty: 3582.606689
	Iteration 1F: 3 clusters Score -8075808 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -8076741.000000 Penalty: 3582.606689
	Iteration 2Q: 3 clusters Score -8076741 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -8077899.500000 Penalty: 3582.606689
	Iteration 3Q: 3 clusters Score -8077900 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -8079744.000000 Penalty: 3582.606689
	Iteration 4F: 3 clusters Score -8079744 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -8082687.500000 Penalty: 3582.606689
	Iteration 5F: 3 clusters Score -8082688 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -8085410.000000 Penalty: 3582.606689
	Iteration 6F: 3 clusters Score -8085410 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 55348 members 
Entering Unmasked Estep 
Score: -8087437.500000 Penalty: 3582.606689
	Iteration 7F: 3 clusters Score -8087438 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 58165 members 
Entering Unmasked Estep 
Score: -8088732.000000 Penalty: 3582.606689
	Iteration 8Q: 3 clusters Score -8088732 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -8089311.500000 Penalty: 3582.606689
	Iteration 9Q: 3 clusters Score -8089312 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -8089687.500000 Penalty: 3582.606689
	Iteration 10Q: 3 clusters Score -8089688 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -8089800.500000 Penalty: 3582.606689
	Iteration 11Q: 3 clusters Score -8089800 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -8089843.500000 Penalty: 3582.606689
	Iteration 12Q: 3 clusters Score -8089844 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -8089910.500000 Penalty: 3582.606689
	Iteration 13Q: 3 clusters Score -8089910 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 60912 members 
Entering Unmasked Estep 
Score: -8089939.000000 Penalty: 3582.606689
	Iteration 14Q: 3 clusters Score -8089939 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -8090013.000000 Penalty: 3582.606689
	Iteration 15Q: 3 clusters Score -8090013 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 60956 members 
Entering Unmasked Estep 
Score: -8090078.500000 Penalty: 3582.606689
	Iteration 16Q: 3 clusters Score -8090078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 60966 members 
Entering Unmasked Estep 
Score: -8090102.000000 Penalty: 3582.606689
	Iteration 17Q: 3 clusters Score -8090102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 60971 members 
Entering Unmasked Estep 
Score: -8090118.500000 Penalty: 3582.606689
	Iteration 18Q: 3 clusters Score -8090118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -8090126.500000 Penalty: 3582.606689
	Iteration 19Q: 3 clusters Score -8090126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 60976 members 
Entering Unmasked Estep 
Score: -8090132.500000 Penalty: 3582.606689
	Iteration 20F: 3 clusters Score -8090132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 60979 members 
Entering Unmasked Estep 
Score: -8090131.500000 Penalty: 3582.606689
	Iteration 21Q: 3 clusters Score -8090132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 60979 members 
Entering Unmasked Estep 
Score: -8090141.000000 Penalty: 3582.606689
	Iteration 22Q: 3 clusters Score -8090141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 60979 members 
Entering Unmasked Estep 
Score: -8090142.000000 Penalty: 3582.606689
	Iteration 23Q: 3 clusters Score -8090142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -8090153.000000 Penalty: 3582.606689
	Iteration 24Q: 3 clusters Score -8090153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -8090157.000000 Penalty: 3582.606689
	Iteration 25Q: 3 clusters Score -8090157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -8090162.000000 Penalty: 3582.606689
	Iteration 26Q: 3 clusters Score -8090162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -8090161.000000 Penalty: 3582.606689
	Iteration 27Q: 3 clusters Score -8090161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 60984 members 
Entering Unmasked Estep 
Score: -8090172.000000 Penalty: 3582.606689
	Iteration 28Q: 3 clusters Score -8090172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -8090170.000000 Penalty: 3582.606689
	Iteration 29Q: 3 clusters Score -8090170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -8090162.500000 Penalty: 3582.606689
	Iteration 30Q: 3 clusters Score -8090162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -8090175.000000 Penalty: 3582.606689
	Iteration 31Q: 3 clusters Score -8090175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -8090168.500000 Penalty: 3582.606689
	Iteration 32Q: 3 clusters Score -8090168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -8090170.000000 Penalty: 3582.606689
	Iteration 33Q: 3 clusters Score -8090170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 60982 members 
Entering Unmasked Estep 
Score: -8090170.000000 Penalty: 3582.606689
	Iteration 34F: 3 clusters Score -8090170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82249 members 
Entering Unmasked Estep 
Score: -10770147.000000 Penalty: 1839.094849
	Iteration 0F: 2 clusters Score -1.077015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -10724193.000000 Penalty: 3678.189697
	Iteration 0F: 3 clusters Score -1.072419e+07 nChanged 38973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -10746598.000000 Penalty: 3678.189697
	Iteration 1F: 3 clusters Score -1.07466e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -10747218.000000 Penalty: 3678.189697
	Iteration 2Q: 3 clusters Score -1.074722e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -10748058.000000 Penalty: 3678.189697
	Iteration 3Q: 3 clusters Score -1.074806e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -10748965.000000 Penalty: 3678.189697
	Iteration 4Q: 3 clusters Score -1.074896e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -10750206.000000 Penalty: 3678.189697
	Iteration 5Q: 3 clusters Score -1.075021e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -10751581.000000 Penalty: 3678.189697
	Iteration 6Q: 3 clusters Score -1.075158e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -10753600.000000 Penalty: 3678.189697
	Iteration 7Q: 3 clusters Score -1.07536e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -10756278.000000 Penalty: 3678.189697
	Iteration 8F: 3 clusters Score -1.075628e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -10759086.000000 Penalty: 3678.189697
	Iteration 9F: 3 clusters Score -1.075909e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -10761437.000000 Penalty: 3678.189697
	Iteration 10F: 3 clusters Score -1.076144e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -10762420.000000 Penalty: 3678.189697
	Iteration 11Q: 3 clusters Score -1.076242e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -10762771.000000 Penalty: 3678.189697
	Iteration 12Q: 3 clusters Score -1.076277e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -10762935.000000 Penalty: 3678.189697
	Iteration 13Q: 3 clusters Score -1.076294e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -10763096.000000 Penalty: 3678.189697
	Iteration 14Q: 3 clusters Score -1.07631e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -10763232.000000 Penalty: 3678.189697
	Iteration 15Q: 3 clusters Score -1.076323e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -10763392.000000 Penalty: 3678.189697
	Iteration 16Q: 3 clusters Score -1.076339e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -10763609.000000 Penalty: 3678.189697
	Iteration 17Q: 3 clusters Score -1.076361e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -10763841.000000 Penalty: 3678.189697
	Iteration 18Q: 3 clusters Score -1.076384e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -10764088.000000 Penalty: 3678.189697
	Iteration 19Q: 3 clusters Score -1.076409e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -10764323.000000 Penalty: 3678.189697
	Iteration 20F: 3 clusters Score -1.076432e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -10764412.000000 Penalty: 3678.189697
	Iteration 21Q: 3 clusters Score -1.076441e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59491 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -10764652.000000 Penalty: 3678.189697
	Iteration 22Q: 3 clusters Score -1.076465e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62695 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -10764798.000000 Penalty: 3678.189697
	Iteration 23Q: 3 clusters Score -1.07648e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66137 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -10765176.000000 Penalty: 3678.189697
	Iteration 24Q: 3 clusters Score -1.076518e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69594 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -10765392.000000 Penalty: 3678.189697
	Iteration 25Q: 3 clusters Score -1.076539e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72691 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -10765793.000000 Penalty: 3678.189697
	Iteration 26Q: 3 clusters Score -1.076579e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75247 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -10766286.000000 Penalty: 3678.189697
	Iteration 27Q: 3 clusters Score -1.076629e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77272 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -10766632.000000 Penalty: 3678.189697
	Iteration 28Q: 3 clusters Score -1.076663e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78813 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -10767079.000000 Penalty: 3678.189697
	Iteration 29Q: 3 clusters Score -1.076708e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79956 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -10767446.000000 Penalty: 3678.189697
	Iteration 30Q: 3 clusters Score -1.076745e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80785 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -10767813.000000 Penalty: 3678.189697
	Iteration 31Q: 3 clusters Score -1.076781e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81305 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -10768158.000000 Penalty: 3678.189697
	Iteration 32Q: 3 clusters Score -1.076816e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81616 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10768340.000000 Penalty: 3678.189697
	Iteration 33Q: 3 clusters Score -1.076834e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81761 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -10768406.000000 Penalty: 3678.189697
	Iteration 34Q: 3 clusters Score -1.076841e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81835 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -10768478.000000 Penalty: 3678.189697
	Iteration 35Q: 3 clusters Score -1.076848e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81874 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -10768508.000000 Penalty: 3678.189697
	Iteration 36Q: 3 clusters Score -1.076851e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10768520.000000 Penalty: 3678.189697
	Iteration 37Q: 3 clusters Score -1.076852e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81917 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -10768550.000000 Penalty: 3678.189697
	Iteration 38Q: 3 clusters Score -1.076855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81930 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -10768560.000000 Penalty: 3678.189697
	Iteration 39Q: 3 clusters Score -1.076856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81939 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10768631.000000 Penalty: 3678.189697
	Iteration 40F: 3 clusters Score -1.076863e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82002 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -10768655.000000 Penalty: 3678.189697
	Iteration 41Q: 3 clusters Score -1.076866e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82029 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10768651.000000 Penalty: 3678.189697
	Iteration 42Q: 3 clusters Score -1.076865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82040 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10768654.000000 Penalty: 3678.189697
	Iteration 43Q: 3 clusters Score -1.076865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82043 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10768661.000000 Penalty: 3678.189697
	Iteration 44Q: 3 clusters Score -1.076866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82044 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10768662.000000 Penalty: 3678.189697
	Iteration 45Q: 3 clusters Score -1.076866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10768655.000000 Penalty: 3678.189697
	Iteration 46Q: 3 clusters Score -1.076866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82045 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10768666.000000 Penalty: 3678.189697
	Iteration 47Q: 3 clusters Score -1.076867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82047 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -10768667.000000 Penalty: 3678.189697
	Iteration 48Q: 3 clusters Score -1.076867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82049 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10768660.000000 Penalty: 3678.189697
	Iteration 49Q: 3 clusters Score -1.076866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82050 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10768659.000000 Penalty: 3678.189697
	Iteration 50Q: 3 clusters Score -1.076866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82053 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10768664.000000 Penalty: 3678.189697
	Iteration 51Q: 3 clusters Score -1.076866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82054 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -10768666.000000 Penalty: 3678.189697
	Iteration 52Q: 3 clusters Score -1.076867e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82056 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -10768670.000000 Penalty: 3678.189697
	Iteration 53Q: 3 clusters Score -1.076867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82057 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -10768667.000000 Penalty: 3678.189697
	Iteration 54Q: 3 clusters Score -1.076867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82060 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -10768676.000000 Penalty: 3678.189697
	Iteration 55Q: 3 clusters Score -1.076868e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82061 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10768669.000000 Penalty: 3678.189697
	Iteration 56Q: 3 clusters Score -1.076867e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82062 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10768670.000000 Penalty: 3678.189697
	Iteration 57Q: 3 clusters Score -1.076867e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82062 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10768670.000000 Penalty: 3678.189697
	Iteration 58F: 3 clusters Score -1.076867e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Entering Unmasked Estep 
Score: -5678941.000000 Penalty: 1736.685913
	Iteration 0F: 2 clusters Score -5678941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -5649452.500000 Penalty: 3473.371826
	Iteration 0F: 3 clusters Score -5649452 nChanged 20556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -5660832.500000 Penalty: 3473.371826
	Iteration 1F: 3 clusters Score -5660832 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -5661325.000000 Penalty: 3473.371826
	Iteration 2Q: 3 clusters Score -5661325 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -5661909.000000 Penalty: 3473.371826
	Iteration 3Q: 3 clusters Score -5661909 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -5662611.500000 Penalty: 3473.371826
	Iteration 4Q: 3 clusters Score -5662612 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -5663451.500000 Penalty: 3473.371826
	Iteration 5Q: 3 clusters Score -5663452 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -5664476.000000 Penalty: 3473.371826
	Iteration 6Q: 3 clusters Score -5664476 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -5665867.500000 Penalty: 3473.371826
	Iteration 7F: 3 clusters Score -5665868 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -5667895.500000 Penalty: 3473.371826
	Iteration 8F: 3 clusters Score -5667896 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -5670232.000000 Penalty: 3473.371826
	Iteration 9F: 3 clusters Score -5670232 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -5672002.000000 Penalty: 3473.371826
	Iteration 10F: 3 clusters Score -5672002 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -5672858.500000 Penalty: 3473.371826
	Iteration 11Q: 3 clusters Score -5672858 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -5673316.000000 Penalty: 3473.371826
	Iteration 12Q: 3 clusters Score -5673316 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -5673599.000000 Penalty: 3473.371826
	Iteration 13Q: 3 clusters Score -5673599 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -5673842.500000 Penalty: 3473.371826
	Iteration 14Q: 3 clusters Score -5673842 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -5674110.500000 Penalty: 3473.371826
	Iteration 15Q: 3 clusters Score -5674110 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -5674398.500000 Penalty: 3473.371826
	Iteration 16Q: 3 clusters Score -5674398 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -5674644.500000 Penalty: 3473.371826
	Iteration 17Q: 3 clusters Score -5674644 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -5674899.000000 Penalty: 3473.371826
	Iteration 18Q: 3 clusters Score -5674899 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -5675136.500000 Penalty: 3473.371826
	Iteration 19Q: 3 clusters Score -5675136 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -5675399.000000 Penalty: 3473.371826
	Iteration 20F: 3 clusters Score -5675399 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -5675644.500000 Penalty: 3473.371826
	Iteration 21Q: 3 clusters Score -5675644 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -5675864.500000 Penalty: 3473.371826
	Iteration 22Q: 3 clusters Score -5675864 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -5676077.500000 Penalty: 3473.371826
	Iteration 23Q: 3 clusters Score -5676078 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -5676287.000000 Penalty: 3473.371826
	Iteration 24Q: 3 clusters Score -5676287 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -5676498.000000 Penalty: 3473.371826
	Iteration 25Q: 3 clusters Score -5676498 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -5676673.000000 Penalty: 3473.371826
	Iteration 26Q: 3 clusters Score -5676673 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -5676821.000000 Penalty: 3473.371826
	Iteration 27Q: 3 clusters Score -5676821 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5676922.500000 Penalty: 3473.371826
	Iteration 28Q: 3 clusters Score -5676922 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -5677015.500000 Penalty: 3473.371826
	Iteration 29Q: 3 clusters Score -5677016 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -5677088.000000 Penalty: 3473.371826
	Iteration 30Q: 3 clusters Score -5677088 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5677167.000000 Penalty: 3473.371826
	Iteration 31Q: 3 clusters Score -5677167 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5677229.000000 Penalty: 3473.371826
	Iteration 32Q: 3 clusters Score -5677229 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -5677266.000000 Penalty: 3473.371826
	Iteration 33Q: 3 clusters Score -5677266 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5677298.000000 Penalty: 3473.371826
	Iteration 34Q: 3 clusters Score -5677298 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5677335.000000 Penalty: 3473.371826
	Iteration 35Q: 3 clusters Score -5677335 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5677348.500000 Penalty: 3473.371826
	Iteration 36Q: 3 clusters Score -5677348 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5677376.000000 Penalty: 3473.371826
	Iteration 37Q: 3 clusters Score -5677376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5677382.000000 Penalty: 3473.371826
	Iteration 38Q: 3 clusters Score -5677382 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5677408.000000 Penalty: 3473.371826
	Iteration 39Q: 3 clusters Score -5677408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5677426.000000 Penalty: 3473.371826
	Iteration 40F: 3 clusters Score -5677426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5677450.500000 Penalty: 3473.371826
	Iteration 41Q: 3 clusters Score -5677450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5677467.000000 Penalty: 3473.371826
	Iteration 42Q: 3 clusters Score -5677467 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -5677501.500000 Penalty: 3473.371826
	Iteration 43Q: 3 clusters Score -5677502 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5677513.500000 Penalty: 3473.371826
	Iteration 44Q: 3 clusters Score -5677514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5677523.500000 Penalty: 3473.371826
	Iteration 45Q: 3 clusters Score -5677524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5677535.500000 Penalty: 3473.371826
	Iteration 46Q: 3 clusters Score -5677536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5677541.500000 Penalty: 3473.371826
	Iteration 47Q: 3 clusters Score -5677542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5677548.000000 Penalty: 3473.371826
	Iteration 48Q: 3 clusters Score -5677548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5677567.500000 Penalty: 3473.371826
	Iteration 49Q: 3 clusters Score -5677568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5677568.500000 Penalty: 3473.371826
	Iteration 50Q: 3 clusters Score -5677568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5677577.500000 Penalty: 3473.371826
	Iteration 51Q: 3 clusters Score -5677578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5677589.500000 Penalty: 3473.371826
	Iteration 52Q: 3 clusters Score -5677590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5677590.500000 Penalty: 3473.371826
	Iteration 53Q: 3 clusters Score -5677590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5677597.500000 Penalty: 3473.371826
	Iteration 54Q: 3 clusters Score -5677598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5677591.000000 Penalty: 3473.371826
	Iteration 55Q: 3 clusters Score -5677591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5677598.500000 Penalty: 3473.371826
	Iteration 56Q: 3 clusters Score -5677598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -5677594.500000 Penalty: 3473.371826
	Iteration 57Q: 3 clusters Score -5677594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5677593.500000 Penalty: 3473.371826
	Iteration 58Q: 3 clusters Score -5677594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5677596.500000 Penalty: 3473.371826
	Iteration 59Q: 3 clusters Score -5677596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5677593.000000 Penalty: 3473.371826
	Iteration 60F: 3 clusters Score -5677593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5677591.500000 Penalty: 3473.371826
	Iteration 61Q: 3 clusters Score -5677592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5677598.000000 Penalty: 3473.371826
	Iteration 62Q: 3 clusters Score -5677598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5677598.000000 Penalty: 3473.371826
	Iteration 63F: 3 clusters Score -5677598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Entering Unmasked Estep 
Score: -7286.804688 Penalty: 827.734375
	Iteration 0F: 2 clusters Score -7286.805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -6749.375488 Penalty: 1655.468750
	Iteration 0F: 3 clusters Score -6749.375 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6892.321777 Penalty: 1655.468750
	Iteration 1F: 3 clusters Score -6892.322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -6981.640137 Penalty: 1655.468750
	Iteration 2Q: 3 clusters Score -6981.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7042.372559 Penalty: 1655.468750
	Iteration 3Q: 3 clusters Score -7042.373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -7042.372559 Penalty: 1655.468750
	Iteration 4F: 3 clusters Score -7042.373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -99204.218750 Penalty: 1080.038452
	Iteration 0F: 2 clusters Score -99204.22 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 375 members 
Entering Unmasked Estep 
Score: -97923.070312 Penalty: 2160.076904
	Iteration 0F: 3 clusters Score -97923.07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -98177.609375 Penalty: 2160.076904
	Iteration 1F: 3 clusters Score -98177.61 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -98285.226562 Penalty: 2160.076904
	Iteration 2F: 3 clusters Score -98285.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -98353.914062 Penalty: 2160.076904
	Iteration 3F: 3 clusters Score -98353.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -98386.398438 Penalty: 2160.076904
	Iteration 4Q: 3 clusters Score -98386.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -98400.171875 Penalty: 2160.076904
	Iteration 5Q: 3 clusters Score -98400.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -98428.437500 Penalty: 2160.076904
	Iteration 6Q: 3 clusters Score -98428.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -98438.007812 Penalty: 2160.076904
	Iteration 7Q: 3 clusters Score -98438.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -98445.304688 Penalty: 2160.076904
	Iteration 8Q: 3 clusters Score -98445.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -98458.546875 Penalty: 2160.076904
	Iteration 9Q: 3 clusters Score -98458.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -98472.039062 Penalty: 2160.076904
	Iteration 10Q: 3 clusters Score -98472.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -98482.640625 Penalty: 2160.076904
	Iteration 11Q: 3 clusters Score -98482.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -98497.296875 Penalty: 2160.076904
	Iteration 12Q: 3 clusters Score -98497.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -98507.656250 Penalty: 2160.076904
	Iteration 13Q: 3 clusters Score -98507.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98512.484375 Penalty: 2160.076904
	Iteration 14Q: 3 clusters Score -98512.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -98523.179688 Penalty: 2160.076904
	Iteration 15Q: 3 clusters Score -98523.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98529.937500 Penalty: 2160.076904
	Iteration 16Q: 3 clusters Score -98529.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -98534.273438 Penalty: 2160.076904
	Iteration 17Q: 3 clusters Score -98534.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -98540.984375 Penalty: 2160.076904
	Iteration 18Q: 3 clusters Score -98540.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -98545.906250 Penalty: 2160.076904
	Iteration 19Q: 3 clusters Score -98545.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -98549.531250 Penalty: 2160.076904
	Iteration 20F: 3 clusters Score -98549.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -98553.937500 Penalty: 2160.076904
	Iteration 21Q: 3 clusters Score -98553.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -98558.773438 Penalty: 2160.076904
	Iteration 22Q: 3 clusters Score -98558.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -98567.695312 Penalty: 2160.076904
	Iteration 23Q: 3 clusters Score -98567.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -98580.632812 Penalty: 2160.076904
	Iteration 24Q: 3 clusters Score -98580.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -98583.187500 Penalty: 2160.076904
	Iteration 25Q: 3 clusters Score -98583.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -98587.265625 Penalty: 2160.076904
	Iteration 26Q: 3 clusters Score -98587.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -98592.257812 Penalty: 2160.076904
	Iteration 27Q: 3 clusters Score -98592.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -98592.257812 Penalty: 2160.076904
	Iteration 28F: 3 clusters Score -98592.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Entering Unmasked Estep 
Score: -2316676.000000 Penalty: 1594.000122
	Iteration 0F: 2 clusters Score -2316676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2304242.500000 Penalty: 3188.000244
	Iteration 0F: 3 clusters Score -2304242 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2308979.250000 Penalty: 3188.000244
	Iteration 1F: 3 clusters Score -2308979 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2309570.000000 Penalty: 3188.000244
	Iteration 2F: 3 clusters Score -2309570 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2310378.000000 Penalty: 3188.000244
	Iteration 3F: 3 clusters Score -2310378 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2311572.250000 Penalty: 3188.000244
	Iteration 4F: 3 clusters Score -2311572 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2313061.750000 Penalty: 3188.000244
	Iteration 5F: 3 clusters Score -2313062 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2314409.500000 Penalty: 3188.000244
	Iteration 6F: 3 clusters Score -2314410 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2315210.750000 Penalty: 3188.000244
	Iteration 7F: 3 clusters Score -2315211 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2315573.500000 Penalty: 3188.000244
	Iteration 8Q: 3 clusters Score -2315574 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2315713.500000 Penalty: 3188.000244
	Iteration 9Q: 3 clusters Score -2315714 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2315758.750000 Penalty: 3188.000244
	Iteration 10Q: 3 clusters Score -2315759 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2315792.750000 Penalty: 3188.000244
	Iteration 11Q: 3 clusters Score -2315793 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2315801.250000 Penalty: 3188.000244
	Iteration 12Q: 3 clusters Score -2315801 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2315813.750000 Penalty: 3188.000244
	Iteration 13Q: 3 clusters Score -2315814 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2315807.250000 Penalty: 3188.000244
	Iteration 14Q: 3 clusters Score -2315807 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -2315812.000000 Penalty: 3188.000244
	Iteration 15Q: 3 clusters Score -2315812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2315812.000000 Penalty: 3188.000244
	Iteration 16Q: 3 clusters Score -2315812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2315813.500000 Penalty: 3188.000244
	Iteration 17Q: 3 clusters Score -2315814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2315813.250000 Penalty: 3188.000244
	Iteration 18Q: 3 clusters Score -2315813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2315813.000000 Penalty: 3188.000244
	Iteration 19Q: 3 clusters Score -2315813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2315813.000000 Penalty: 3188.000244
	Iteration 20F: 3 clusters Score -2315813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2315815.250000 Penalty: 3188.000244
	Iteration 21Q: 3 clusters Score -2315815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2315816.500000 Penalty: 3188.000244
	Iteration 22Q: 3 clusters Score -2315816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2315815.250000 Penalty: 3188.000244
	Iteration 23Q: 3 clusters Score -2315815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2315813.750000 Penalty: 3188.000244
	Iteration 24Q: 3 clusters Score -2315814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2315815.750000 Penalty: 3188.000244
	Iteration 25Q: 3 clusters Score -2315816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2315815.750000 Penalty: 3188.000244
	Iteration 26F: 3 clusters Score -2315816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Entering Unmasked Estep 
Score: -107721.632812 Penalty: 1097.433716
	Iteration 0F: 2 clusters Score -107721.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -106401.789062 Penalty: 2194.867432
	Iteration 0F: 3 clusters Score -106401.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -106625.054688 Penalty: 2194.867432
	Iteration 1F: 3 clusters Score -106625.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -106683.007812 Penalty: 2194.867432
	Iteration 2F: 3 clusters Score -106683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -106704.257812 Penalty: 2194.867432
	Iteration 3Q: 3 clusters Score -106704.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -106723.500000 Penalty: 2194.867432
	Iteration 4Q: 3 clusters Score -106723.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -106733.117188 Penalty: 2194.867432
	Iteration 5Q: 3 clusters Score -106733.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -106735.101562 Penalty: 2194.867432
	Iteration 6Q: 3 clusters Score -106735.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -106735.101562 Penalty: 2194.867432
	Iteration 7F: 3 clusters Score -106735.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -51465.945312 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -51465.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50526.445312 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -50526.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50619.406250 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -50619.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50644.351562 Penalty: 1876.729248
	Iteration 2Q: 3 clusters Score -50644.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50659.480469 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -50659.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50672.738281 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -50672.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -50687.347656 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -50687.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -50696.371094 Penalty: 1876.729248
	Iteration 6Q: 3 clusters Score -50696.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -50699.792969 Penalty: 1876.729248
	Iteration 7Q: 3 clusters Score -50699.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -50699.792969 Penalty: 1876.729248
	Iteration 8F: 3 clusters Score -50699.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -34041.046875 Penalty: 970.330078
	Iteration 0F: 2 clusters Score -34041.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33165.695312 Penalty: 1940.660156
	Iteration 0F: 3 clusters Score -33165.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33353.511719 Penalty: 1940.660156
	Iteration 1F: 3 clusters Score -33353.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33469.824219 Penalty: 1940.660156
	Iteration 2F: 3 clusters Score -33469.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -33533.484375 Penalty: 1940.660156
	Iteration 3Q: 3 clusters Score -33533.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33565.730469 Penalty: 1940.660156
	Iteration 4Q: 3 clusters Score -33565.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33595.062500 Penalty: 1940.660156
	Iteration 5Q: 3 clusters Score -33595.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -33607.792969 Penalty: 1940.660156
	Iteration 6Q: 3 clusters Score -33607.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33610.242188 Penalty: 1940.660156
	Iteration 7Q: 3 clusters Score -33610.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33616.968750 Penalty: 1940.660156
	Iteration 8Q: 3 clusters Score -33616.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -33617.886719 Penalty: 1940.660156
	Iteration 9Q: 3 clusters Score -33617.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33619.359375 Penalty: 1940.660156
	Iteration 10Q: 3 clusters Score -33619.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33619.359375 Penalty: 1940.660156
	Iteration 11F: 3 clusters Score -33619.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -31939.314453 Penalty: 953.760742
	Iteration 0F: 2 clusters Score -31939.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31073.843750 Penalty: 1907.521484
	Iteration 0F: 3 clusters Score -31073.84 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31240.970703 Penalty: 1907.521484
	Iteration 1F: 3 clusters Score -31240.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31286.050781 Penalty: 1907.521484
	Iteration 2F: 3 clusters Score -31286.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -31313.701172 Penalty: 1907.521484
	Iteration 3Q: 3 clusters Score -31313.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -31324.945312 Penalty: 1907.521484
	Iteration 4Q: 3 clusters Score -31324.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31333.943359 Penalty: 1907.521484
	Iteration 5Q: 3 clusters Score -31333.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31341.162109 Penalty: 1907.521484
	Iteration 6Q: 3 clusters Score -31341.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31341.994141 Penalty: 1907.521484
	Iteration 7Q: 3 clusters Score -31341.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31341.994141 Penalty: 1907.521484
	Iteration 8F: 3 clusters Score -31341.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -426127.437500 Penalty: 1323.557495
	Iteration 0F: 2 clusters Score -426127.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -423135.000000 Penalty: 2647.114990
	Iteration 0F: 3 clusters Score -423135 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -423871.156250 Penalty: 2647.114990
	Iteration 1F: 3 clusters Score -423871.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -424015.875000 Penalty: 2647.114990
	Iteration 2F: 3 clusters Score -424015.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -424126.687500 Penalty: 2647.114990
	Iteration 3F: 3 clusters Score -424126.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -424228.093750 Penalty: 2647.114990
	Iteration 4Q: 3 clusters Score -424228.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -424359.406250 Penalty: 2647.114990
	Iteration 5Q: 3 clusters Score -424359.4 nChanged 176
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: -424530.531250 Penalty: 2647.114990
	Iteration 6F: 3 clusters Score -424530.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -424769.625000 Penalty: 2647.114990
	Iteration 7F: 3 clusters Score -424769.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -425008.750000 Penalty: 2647.114990
	Iteration 8F: 3 clusters Score -425008.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -425184.718750 Penalty: 2647.114990
	Iteration 9F: 3 clusters Score -425184.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -425292.031250 Penalty: 2647.114990
	Iteration 10Q: 3 clusters Score -425292 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -425354.562500 Penalty: 2647.114990
	Iteration 11Q: 3 clusters Score -425354.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -425383.156250 Penalty: 2647.114990
	Iteration 12Q: 3 clusters Score -425383.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -425400.500000 Penalty: 2647.114990
	Iteration 13Q: 3 clusters Score -425400.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -425416.312500 Penalty: 2647.114990
	Iteration 14Q: 3 clusters Score -425416.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -425428.062500 Penalty: 2647.114990
	Iteration 15Q: 3 clusters Score -425428.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -425437.500000 Penalty: 2647.114990
	Iteration 16Q: 3 clusters Score -425437.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -425444.125000 Penalty: 2647.114990
	Iteration 17Q: 3 clusters Score -425444.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -425448.937500 Penalty: 2647.114990
	Iteration 18Q: 3 clusters Score -425448.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -425451.062500 Penalty: 2647.114990
	Iteration 19Q: 3 clusters Score -425451.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -425452.218750 Penalty: 2647.114990
	Iteration 20F: 3 clusters Score -425452.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -425452.406250 Penalty: 2647.114990
	Iteration 21Q: 3 clusters Score -425452.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -425453.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -425453.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -425454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -425454.031250 Penalty: 2647.114990
	Iteration 25F: 3 clusters Score -425454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50114 members 
Mstep: Class 3 contains 34422 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 112998 members 
Mstep: Class 6 contains 11253 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 61292 members 
Mstep: Class 9 contains 82249 members 
Mstep: Class 10 contains 43796 members 
Mstep: Class 11 contains 163 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 18201 members 
Mstep: Class 14 contains 857 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 19 clusters Score -5.401268e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50129 members 
Mstep: Class 3 contains 34460 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113000 members 
Mstep: Class 6 contains 11247 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 61245 members 
Mstep: Class 9 contains 82216 members 
Mstep: Class 10 contains 43838 members 
Mstep: Class 11 contains 163 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 18193 members 
Mstep: Class 14 contains 858 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 19 clusters Score -5.401276e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50136 members 
Mstep: Class 3 contains 34503 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113011 members 
Mstep: Class 6 contains 11251 members 
Mstep: Class 7 contains 209 members 
Mstep: Class 8 contains 61198 members 
Mstep: Class 9 contains 82186 members 
Mstep: Class 10 contains 43861 members 
Mstep: Class 11 contains 171 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 18185 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 19 clusters Score -5.401307e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50151 members 
Mstep: Class 3 contains 34538 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113000 members 
Mstep: Class 6 contains 11251 members 
Mstep: Class 7 contains 210 members 
Mstep: Class 8 contains 61172 members 
Mstep: Class 9 contains 82163 members 
Mstep: Class 10 contains 43881 members 
Mstep: Class 11 contains 173 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 18176 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3437 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 19 clusters Score -5.401316e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50162 members 
Mstep: Class 3 contains 34570 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113007 members 
Mstep: Class 6 contains 11247 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 61123 members 
Mstep: Class 9 contains 82152 members 
Mstep: Class 10 contains 43903 members 
Mstep: Class 11 contains 172 members 
Mstep: Class 12 contains 769 members 
Mstep: Class 13 contains 18169 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3437 members 
Entering Unmasked Estep 
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Iteration 83Q: 19 clusters Score -5.401322e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50172 members 
Mstep: Class 3 contains 34587 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113018 members 
Mstep: Class 6 contains 11246 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 61106 members 
Mstep: Class 9 contains 82119 members 
Mstep: Class 10 contains 43928 members 
Mstep: Class 11 contains 172 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18158 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3437 members 
Entering Unmasked Estep 
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Iteration 84Q: 19 clusters Score -5.40133e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50180 members 
Mstep: Class 3 contains 34608 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113052 members 
Mstep: Class 6 contains 11251 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 61069 members 
Mstep: Class 9 contains 82086 members 
Mstep: Class 10 contains 43937 members 
Mstep: Class 11 contains 172 members 
Mstep: Class 12 contains 769 members 
Mstep: Class 13 contains 18150 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3437 members 
Entering Unmasked Estep 
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Iteration 85Q: 19 clusters Score -5.401324e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50193 members 
Mstep: Class 3 contains 34625 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113062 members 
Mstep: Class 6 contains 11252 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 61048 members 
Mstep: Class 9 contains 82057 members 
Mstep: Class 10 contains 43951 members 
Mstep: Class 11 contains 172 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 18144 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3437 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 19 clusters Score -5.401327e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50202 members 
Mstep: Class 3 contains 34649 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113065 members 
Mstep: Class 6 contains 11251 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 61025 members 
Mstep: Class 9 contains 82026 members 
Mstep: Class 10 contains 43978 members 
Mstep: Class 11 contains 172 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 18136 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3437 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 19 clusters Score -5.401328e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50217 members 
Mstep: Class 3 contains 34660 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113089 members 
Mstep: Class 6 contains 11249 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 60994 members 
Mstep: Class 9 contains 81992 members 
Mstep: Class 10 contains 44001 members 
Mstep: Class 11 contains 172 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 18131 members 
Mstep: Class 14 contains 858 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3437 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 19 clusters Score -5.40133e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50222 members 
Mstep: Class 3 contains 34675 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113097 members 
Mstep: Class 6 contains 11245 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 60983 members 
Mstep: Class 9 contains 81961 members 
Mstep: Class 10 contains 44022 members 
Mstep: Class 11 contains 172 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 18128 members 
Mstep: Class 14 contains 858 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3437 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 19 clusters Score -5.40132e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50221 members 
Mstep: Class 3 contains 34688 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113108 members 
Mstep: Class 6 contains 11246 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 60954 members 
Mstep: Class 9 contains 81927 members 
Mstep: Class 10 contains 44055 members 
Mstep: Class 11 contains 172 members 
Mstep: Class 12 contains 769 members 
Mstep: Class 13 contains 18135 members 
Mstep: Class 14 contains 858 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3437 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 19 clusters Score -5.401316e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50218 members 
Mstep: Class 3 contains 34706 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113127 members 
Mstep: Class 6 contains 11246 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 60918 members 
Mstep: Class 9 contains 81898 members 
Mstep: Class 10 contains 44081 members 
Mstep: Class 11 contains 172 members 
Mstep: Class 12 contains 771 members 
Mstep: Class 13 contains 18139 members 
Mstep: Class 14 contains 858 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3436 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 19 clusters Score -5.401332e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50239 members 
Mstep: Class 3 contains 34719 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113142 members 
Mstep: Class 6 contains 11244 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 60865 members 
Mstep: Class 9 contains 81867 members 
Mstep: Class 10 contains 44121 members 
Mstep: Class 11 contains 172 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 18137 members 
Mstep: Class 14 contains 858 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3436 members 
Entering Unmasked Estep 
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Iteration 92Q: 19 clusters Score -5.401323e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50260 members 
Mstep: Class 3 contains 34727 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113138 members 
Mstep: Class 6 contains 11247 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 60812 members 
Mstep: Class 9 contains 81849 members 
Mstep: Class 10 contains 44164 members 
Mstep: Class 11 contains 172 members 
Mstep: Class 12 contains 769 members 
Mstep: Class 13 contains 18138 members 
Mstep: Class 14 contains 858 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3436 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 19 clusters Score -5.40133e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50263 members 
Mstep: Class 3 contains 34726 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113141 members 
Mstep: Class 6 contains 11246 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 60784 members 
Mstep: Class 9 contains 81828 members 
Mstep: Class 10 contains 44211 members 
Mstep: Class 11 contains 172 members 
Mstep: Class 12 contains 769 members 
Mstep: Class 13 contains 18136 members 
Mstep: Class 14 contains 858 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3436 members 
Entering Unmasked Estep 
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Iteration 94Q: 19 clusters Score -5.401333e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50270 members 
Mstep: Class 3 contains 34730 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113123 members 
Mstep: Class 6 contains 11247 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 60763 members 
Mstep: Class 9 contains 81808 members 
Mstep: Class 10 contains 44258 members 
Mstep: Class 11 contains 172 members 
Mstep: Class 12 contains 769 members 
Mstep: Class 13 contains 18136 members 
Mstep: Class 14 contains 858 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3436 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 19 clusters Score -5.401333e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50277 members 
Mstep: Class 3 contains 34731 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113103 members 
Mstep: Class 6 contains 11248 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 60753 members 
Mstep: Class 9 contains 81788 members 
Mstep: Class 10 contains 44300 members 
Mstep: Class 11 contains 172 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18136 members 
Mstep: Class 14 contains 858 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3436 members 
Entering Unmasked Estep 
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Iteration 96Q: 19 clusters Score -5.401334e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50279 members 
Mstep: Class 3 contains 34740 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113096 members 
Mstep: Class 6 contains 11250 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 60707 members 
Mstep: Class 9 contains 81771 members 
Mstep: Class 10 contains 44354 members 
Mstep: Class 11 contains 172 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18138 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3436 members 
Entering Unmasked Estep 
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Iteration 97Q: 19 clusters Score -5.401332e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50286 members 
Mstep: Class 3 contains 34755 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113102 members 
Mstep: Class 6 contains 11243 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 60672 members 
Mstep: Class 9 contains 81742 members 
Mstep: Class 10 contains 44397 members 
Mstep: Class 11 contains 172 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18138 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3436 members 
Entering Unmasked Estep 
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Iteration 98Q: 19 clusters Score -5.40133e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50292 members 
Mstep: Class 3 contains 34758 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113101 members 
Mstep: Class 6 contains 11243 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 60688 members 
Mstep: Class 9 contains 81703 members 
Mstep: Class 10 contains 44416 members 
Mstep: Class 11 contains 172 members 
Mstep: Class 12 contains 769 members 
Mstep: Class 13 contains 18133 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3436 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 19 clusters Score -5.40133e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50307 members 
Mstep: Class 3 contains 34761 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113102 members 
Mstep: Class 6 contains 11242 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 60672 members 
Mstep: Class 9 contains 81675 members 
Mstep: Class 10 contains 44440 members 
Mstep: Class 11 contains 172 members 
Mstep: Class 12 contains 769 members 
Mstep: Class 13 contains 18136 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3435 members 
Entering Unmasked Estep 
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Iteration 100F: 19 clusters Score -5.401336e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50321 members 
Mstep: Class 3 contains 34762 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113079 members 
Mstep: Class 6 contains 11240 members 
Mstep: Class 7 contains 211 members 
Mstep: Class 8 contains 60667 members 
Mstep: Class 9 contains 81655 members 
Mstep: Class 10 contains 44472 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 769 members 
Mstep: Class 13 contains 18139 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3435 members 
Entering Unmasked Estep 
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Iteration 101Q: 19 clusters Score -5.401348e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50331 members 
Mstep: Class 3 contains 34765 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113080 members 
Mstep: Class 6 contains 11239 members 
Mstep: Class 7 contains 210 members 
Mstep: Class 8 contains 60644 members 
Mstep: Class 9 contains 81629 members 
Mstep: Class 10 contains 44503 members 
Mstep: Class 11 contains 182 members 
Mstep: Class 12 contains 769 members 
Mstep: Class 13 contains 18144 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013528.000000 Penalty: 37888.101562
Iteration 102Q: 19 clusters Score -5.401353e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50340 members 
Mstep: Class 3 contains 34771 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113090 members 
Mstep: Class 6 contains 11239 members 
Mstep: Class 7 contains 212 members 
Mstep: Class 8 contains 60593 members 
Mstep: Class 9 contains 81619 members 
Mstep: Class 10 contains 44538 members 
Mstep: Class 11 contains 180 members 
Mstep: Class 12 contains 769 members 
Mstep: Class 13 contains 18145 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 392 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013480.000000 Penalty: 37888.101562
Iteration 103Q: 19 clusters Score -5.401348e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50346 members 
Mstep: Class 3 contains 34779 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113102 members 
Mstep: Class 6 contains 11237 members 
Mstep: Class 7 contains 215 members 
Mstep: Class 8 contains 60552 members 
Mstep: Class 9 contains 81602 members 
Mstep: Class 10 contains 44573 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 769 members 
Mstep: Class 13 contains 18144 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013376.000000 Penalty: 37888.101562
Iteration 104Q: 19 clusters Score -5.401338e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50349 members 
Mstep: Class 3 contains 34795 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113107 members 
Mstep: Class 6 contains 11236 members 
Mstep: Class 7 contains 217 members 
Mstep: Class 8 contains 60518 members 
Mstep: Class 9 contains 81576 members 
Mstep: Class 10 contains 44607 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 769 members 
Mstep: Class 13 contains 18147 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013424.000000 Penalty: 37888.101562
Iteration 105Q: 19 clusters Score -5.401342e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50343 members 
Mstep: Class 3 contains 34802 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113098 members 
Mstep: Class 6 contains 11236 members 
Mstep: Class 7 contains 217 members 
Mstep: Class 8 contains 60509 members 
Mstep: Class 9 contains 81557 members 
Mstep: Class 10 contains 44642 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 769 members 
Mstep: Class 13 contains 18148 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013496.000000 Penalty: 37888.101562
Iteration 106Q: 19 clusters Score -5.40135e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50335 members 
Mstep: Class 3 contains 34808 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113103 members 
Mstep: Class 6 contains 11237 members 
Mstep: Class 7 contains 217 members 
Mstep: Class 8 contains 60485 members 
Mstep: Class 9 contains 81547 members 
Mstep: Class 10 contains 44673 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 769 members 
Mstep: Class 13 contains 18148 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013448.000000 Penalty: 37888.101562
Iteration 107Q: 19 clusters Score -5.401345e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50323 members 
Mstep: Class 3 contains 34818 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113095 members 
Mstep: Class 6 contains 11236 members 
Mstep: Class 7 contains 217 members 
Mstep: Class 8 contains 60484 members 
Mstep: Class 9 contains 81532 members 
Mstep: Class 10 contains 44699 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 769 members 
Mstep: Class 13 contains 18149 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013432.000000 Penalty: 37888.101562
Iteration 108Q: 19 clusters Score -5.401343e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50320 members 
Mstep: Class 3 contains 34829 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113094 members 
Mstep: Class 6 contains 11238 members 
Mstep: Class 7 contains 217 members 
Mstep: Class 8 contains 60463 members 
Mstep: Class 9 contains 81517 members 
Mstep: Class 10 contains 44727 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18147 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013440.000000 Penalty: 37888.101562
Iteration 109Q: 19 clusters Score -5.401344e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50315 members 
Mstep: Class 3 contains 34834 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113081 members 
Mstep: Class 6 contains 11242 members 
Mstep: Class 7 contains 217 members 
Mstep: Class 8 contains 60440 members 
Mstep: Class 9 contains 81504 members 
Mstep: Class 10 contains 44771 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18146 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013544.000000 Penalty: 37888.101562
Iteration 110Q: 19 clusters Score -5.401354e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50318 members 
Mstep: Class 3 contains 34837 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113070 members 
Mstep: Class 6 contains 11244 members 
Mstep: Class 7 contains 217 members 
Mstep: Class 8 contains 60421 members 
Mstep: Class 9 contains 81489 members 
Mstep: Class 10 contains 44805 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18149 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013492.000000 Penalty: 37888.101562
Iteration 111Q: 19 clusters Score -5.401349e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50315 members 
Mstep: Class 3 contains 34842 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113060 members 
Mstep: Class 6 contains 11245 members 
Mstep: Class 7 contains 217 members 
Mstep: Class 8 contains 60412 members 
Mstep: Class 9 contains 81470 members 
Mstep: Class 10 contains 44836 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18154 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013416.000000 Penalty: 37888.101562
Iteration 112Q: 19 clusters Score -5.401342e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50315 members 
Mstep: Class 3 contains 34848 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113071 members 
Mstep: Class 6 contains 11244 members 
Mstep: Class 7 contains 217 members 
Mstep: Class 8 contains 60397 members 
Mstep: Class 9 contains 81442 members 
Mstep: Class 10 contains 44862 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18155 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013428.000000 Penalty: 37888.101562
Iteration 113Q: 19 clusters Score -5.401343e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50307 members 
Mstep: Class 3 contains 34854 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113090 members 
Mstep: Class 6 contains 11240 members 
Mstep: Class 7 contains 217 members 
Mstep: Class 8 contains 60380 members 
Mstep: Class 9 contains 81417 members 
Mstep: Class 10 contains 44890 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18157 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013380.000000 Penalty: 37888.101562
Iteration 114Q: 19 clusters Score -5.401338e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50307 members 
Mstep: Class 3 contains 34860 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113093 members 
Mstep: Class 6 contains 11239 members 
Mstep: Class 7 contains 217 members 
Mstep: Class 8 contains 60341 members 
Mstep: Class 9 contains 81403 members 
Mstep: Class 10 contains 44932 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18161 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013348.000000 Penalty: 37888.101562
Iteration 115Q: 19 clusters Score -5.401335e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50311 members 
Mstep: Class 3 contains 34864 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113101 members 
Mstep: Class 6 contains 11239 members 
Mstep: Class 7 contains 217 members 
Mstep: Class 8 contains 60304 members 
Mstep: Class 9 contains 81380 members 
Mstep: Class 10 contains 44973 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18164 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013324.000000 Penalty: 37888.101562
Iteration 116Q: 19 clusters Score -5.401332e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50331 members 
Mstep: Class 3 contains 34868 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113094 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 217 members 
Mstep: Class 8 contains 60261 members 
Mstep: Class 9 contains 81349 members 
Mstep: Class 10 contains 45030 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18162 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013428.000000 Penalty: 37888.101562
Iteration 117Q: 19 clusters Score -5.401343e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50333 members 
Mstep: Class 3 contains 34876 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113099 members 
Mstep: Class 6 contains 11243 members 
Mstep: Class 7 contains 217 members 
Mstep: Class 8 contains 60246 members 
Mstep: Class 9 contains 81306 members 
Mstep: Class 10 contains 45071 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18162 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013396.000000 Penalty: 37888.101562
Iteration 118Q: 19 clusters Score -5.40134e+07 nChanged 202
Entering ConstructFrom: 
Score: -54013396.000000 Penalty: 37888.101562
Entering ConstructFrom: 
Trying to split cluster 1 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -83825.460938 Penalty: 1088.468506
	Iteration 0F: 2 clusters Score -83825.46 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 393 members 
Entering Unmasked Estep 
Score: -82546.898438 Penalty: 2176.937012
	Iteration 0F: 3 clusters Score -82546.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82798.062500 Penalty: 2176.937012
	Iteration 1F: 3 clusters Score -82798.06 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82879.726562 Penalty: 2176.937012
	Iteration 2F: 3 clusters Score -82879.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82954.968750 Penalty: 2176.937012
	Iteration 3F: 3 clusters Score -82954.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83053.078125 Penalty: 2176.937012
	Iteration 4F: 3 clusters Score -83053.08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83218.484375 Penalty: 2176.937012
	Iteration 5F: 3 clusters Score -83218.48 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83425.398438 Penalty: 2176.937012
	Iteration 6F: 3 clusters Score -83425.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -83668.507812 Penalty: 2176.937012
	Iteration 7F: 3 clusters Score -83668.51 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -84010.093750 Penalty: 2176.937012
	Iteration 8F: 3 clusters Score -84010.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -84277.617188 Penalty: 2176.937012
	Iteration 9Q: 3 clusters Score -84277.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -84322.562500 Penalty: 2176.937012
	Iteration 10Q: 3 clusters Score -84322.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -84336.445312 Penalty: 2176.937012
	Iteration 11Q: 3 clusters Score -84336.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -84337.960938 Penalty: 2176.937012
	Iteration 12Q: 3 clusters Score -84337.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -84337.960938 Penalty: 2176.937012
	Iteration 13F: 3 clusters Score -84337.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 50318 members 
Mstep: Class 3 contains 34876 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113101 members 
Mstep: Class 6 contains 11242 members 
Mstep: Class 7 contains 217 members 
Mstep: Class 8 contains 60282 members 
Mstep: Class 9 contains 81250 members 
Mstep: Class 10 contains 45103 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18164 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 326 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3433 members 
Entering Unmasked Estep 
Score: -54012836.000000 Penalty: 39992.996094
Splitting cluster 1 changes total score from -54013396.000000 to -54012836.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (50318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Entering Unmasked Estep 
Score: -6545018.000000 Penalty: 1759.244263
	Iteration 0F: 2 clusters Score -6545018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -6511294.500000 Penalty: 3518.488525
	Iteration 0F: 3 clusters Score -6511294 nChanged 23742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -6524656.000000 Penalty: 3518.488525
	Iteration 1F: 3 clusters Score -6524656 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -6525265.000000 Penalty: 3518.488525
	Iteration 2Q: 3 clusters Score -6525265 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -6526089.500000 Penalty: 3518.488525
	Iteration 3Q: 3 clusters Score -6526090 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -6527069.500000 Penalty: 3518.488525
	Iteration 4Q: 3 clusters Score -6527070 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -6528446.500000 Penalty: 3518.488525
	Iteration 5F: 3 clusters Score -6528446 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -6530488.500000 Penalty: 3518.488525
	Iteration 6F: 3 clusters Score -6530488 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -6533198.500000 Penalty: 3518.488525
	Iteration 7F: 3 clusters Score -6533198 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -6536042.500000 Penalty: 3518.488525
	Iteration 8F: 3 clusters Score -6536042 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -6538186.500000 Penalty: 3518.488525
	Iteration 9F: 3 clusters Score -6538186 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -6539445.000000 Penalty: 3518.488525
	Iteration 10Q: 3 clusters Score -6539445 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -6540221.000000 Penalty: 3518.488525
	Iteration 11Q: 3 clusters Score -6540221 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -6540847.000000 Penalty: 3518.488525
	Iteration 12Q: 3 clusters Score -6540847 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -6541305.500000 Penalty: 3518.488525
	Iteration 13Q: 3 clusters Score -6541306 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -6541753.500000 Penalty: 3518.488525
	Iteration 14Q: 3 clusters Score -6541754 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -6542136.500000 Penalty: 3518.488525
	Iteration 15Q: 3 clusters Score -6542136 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -6542417.000000 Penalty: 3518.488525
	Iteration 16Q: 3 clusters Score -6542417 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -6542626.000000 Penalty: 3518.488525
	Iteration 17Q: 3 clusters Score -6542626 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -6542810.500000 Penalty: 3518.488525
	Iteration 18Q: 3 clusters Score -6542810 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -6542997.000000 Penalty: 3518.488525
	Iteration 19Q: 3 clusters Score -6542997 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -6543135.000000 Penalty: 3518.488525
	Iteration 20F: 3 clusters Score -6543135 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -6543293.500000 Penalty: 3518.488525
	Iteration 21Q: 3 clusters Score -6543294 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -6543391.500000 Penalty: 3518.488525
	Iteration 22Q: 3 clusters Score -6543392 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -6543476.000000 Penalty: 3518.488525
	Iteration 23Q: 3 clusters Score -6543476 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -6543525.000000 Penalty: 3518.488525
	Iteration 24Q: 3 clusters Score -6543525 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -6543545.000000 Penalty: 3518.488525
	Iteration 25Q: 3 clusters Score -6543545 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -6543575.000000 Penalty: 3518.488525
	Iteration 26Q: 3 clusters Score -6543575 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -6543607.000000 Penalty: 3518.488525
	Iteration 27Q: 3 clusters Score -6543607 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -6543593.500000 Penalty: 3518.488525
	Iteration 28Q: 3 clusters Score -6543594 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -6543630.000000 Penalty: 3518.488525
	Iteration 29Q: 3 clusters Score -6543630 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -6543644.500000 Penalty: 3518.488525
	Iteration 30Q: 3 clusters Score -6543644 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -6543654.000000 Penalty: 3518.488525
	Iteration 31Q: 3 clusters Score -6543654 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -6543660.500000 Penalty: 3518.488525
	Iteration 32Q: 3 clusters Score -6543660 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -6543661.500000 Penalty: 3518.488525
	Iteration 33Q: 3 clusters Score -6543662 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -6543666.000000 Penalty: 3518.488525
	Iteration 34Q: 3 clusters Score -6543666 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -6543673.000000 Penalty: 3518.488525
	Iteration 35Q: 3 clusters Score -6543673 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -6543694.000000 Penalty: 3518.488525
	Iteration 36Q: 3 clusters Score -6543694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -6543700.500000 Penalty: 3518.488525
	Iteration 37Q: 3 clusters Score -6543700 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -6543703.500000 Penalty: 3518.488525
	Iteration 38Q: 3 clusters Score -6543704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -6543712.500000 Penalty: 3518.488525
	Iteration 39Q: 3 clusters Score -6543712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -6543705.000000 Penalty: 3518.488525
	Iteration 40F: 3 clusters Score -6543705 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -6543701.500000 Penalty: 3518.488525
	Iteration 41Q: 3 clusters Score -6543702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -6543702.500000 Penalty: 3518.488525
	Iteration 42Q: 3 clusters Score -6543702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -6543708.000000 Penalty: 3518.488525
	Iteration 43Q: 3 clusters Score -6543708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -6543705.000000 Penalty: 3518.488525
	Iteration 44Q: 3 clusters Score -6543705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -6543710.500000 Penalty: 3518.488525
	Iteration 45Q: 3 clusters Score -6543710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -6543704.500000 Penalty: 3518.488525
	Iteration 46Q: 3 clusters Score -6543704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -6543700.000000 Penalty: 3518.488525
	Iteration 47Q: 3 clusters Score -6543700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -6543697.500000 Penalty: 3518.488525
	Iteration 48Q: 3 clusters Score -6543698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -6543703.500000 Penalty: 3518.488525
	Iteration 49Q: 3 clusters Score -6543704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -6543708.000000 Penalty: 3518.488525
	Iteration 50Q: 3 clusters Score -6543708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -6543711.500000 Penalty: 3518.488525
	Iteration 51Q: 3 clusters Score -6543712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -6543706.500000 Penalty: 3518.488525
	Iteration 52Q: 3 clusters Score -6543706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -6543709.000000 Penalty: 3518.488525
	Iteration 53Q: 3 clusters Score -6543709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -6543708.500000 Penalty: 3518.488525
	Iteration 54Q: 3 clusters Score -6543708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -6543697.000000 Penalty: 3518.488525
	Iteration 55Q: 3 clusters Score -6543697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -6543699.000000 Penalty: 3518.488525
	Iteration 56Q: 3 clusters Score -6543699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -6543696.500000 Penalty: 3518.488525
	Iteration 57Q: 3 clusters Score -6543696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -6543693.500000 Penalty: 3518.488525
	Iteration 58Q: 3 clusters Score -6543694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -6543693.500000 Penalty: 3518.488525
	Iteration 59Q: 3 clusters Score -6543694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -6543698.500000 Penalty: 3518.488525
	Iteration 60F: 3 clusters Score -6543698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -6543690.000000 Penalty: 3518.488525
	Iteration 61Q: 3 clusters Score -6543690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -6543694.000000 Penalty: 3518.488525
	Iteration 62Q: 3 clusters Score -6543694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -6543700.000000 Penalty: 3518.488525
	Iteration 63Q: 3 clusters Score -6543700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -6543698.500000 Penalty: 3518.488525
	Iteration 64Q: 3 clusters Score -6543698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -6543699.000000 Penalty: 3518.488525
	Iteration 65Q: 3 clusters Score -6543699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -6543695.000000 Penalty: 3518.488525
	Iteration 66Q: 3 clusters Score -6543695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -6543699.500000 Penalty: 3518.488525
	Iteration 67Q: 3 clusters Score -6543700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -6543705.000000 Penalty: 3518.488525
	Iteration 68Q: 3 clusters Score -6543705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -6543698.500000 Penalty: 3518.488525
	Iteration 69Q: 3 clusters Score -6543698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -6543698.500000 Penalty: 3518.488525
	Iteration 70F: 3 clusters Score -6543698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Entering Unmasked Estep 
Score: -4551455.000000 Penalty: 1699.677490
	Iteration 0F: 2 clusters Score -4551455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -4527885.000000 Penalty: 3399.354980
	Iteration 0F: 3 clusters Score -4527885 nChanged 16279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -4536885.000000 Penalty: 3399.354980
	Iteration 1F: 3 clusters Score -4536885 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -4537215.500000 Penalty: 3399.354980
	Iteration 2Q: 3 clusters Score -4537216 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -4537499.500000 Penalty: 3399.354980
	Iteration 3Q: 3 clusters Score -4537500 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -4537827.000000 Penalty: 3399.354980
	Iteration 4Q: 3 clusters Score -4537827 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -4538139.500000 Penalty: 3399.354980
	Iteration 5Q: 3 clusters Score -4538140 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -4538506.000000 Penalty: 3399.354980
	Iteration 6Q: 3 clusters Score -4538506 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -4538989.000000 Penalty: 3399.354980
	Iteration 7Q: 3 clusters Score -4538989 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -4539647.500000 Penalty: 3399.354980
	Iteration 8Q: 3 clusters Score -4539648 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -4540554.500000 Penalty: 3399.354980
	Iteration 9Q: 3 clusters Score -4540554 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -4541787.500000 Penalty: 3399.354980
	Iteration 10F: 3 clusters Score -4541788 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -4543215.000000 Penalty: 3399.354980
	Iteration 11F: 3 clusters Score -4543215 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -4544335.000000 Penalty: 3399.354980
	Iteration 12F: 3 clusters Score -4544335 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -4544940.000000 Penalty: 3399.354980
	Iteration 13Q: 3 clusters Score -4544940 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -4545230.000000 Penalty: 3399.354980
	Iteration 14Q: 3 clusters Score -4545230 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -4545403.000000 Penalty: 3399.354980
	Iteration 15Q: 3 clusters Score -4545403 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -4545514.000000 Penalty: 3399.354980
	Iteration 16Q: 3 clusters Score -4545514 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -4545649.500000 Penalty: 3399.354980
	Iteration 17Q: 3 clusters Score -4545650 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -4545742.500000 Penalty: 3399.354980
	Iteration 18Q: 3 clusters Score -4545742 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -4545885.000000 Penalty: 3399.354980
	Iteration 19Q: 3 clusters Score -4545885 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -4546030.500000 Penalty: 3399.354980
	Iteration 20F: 3 clusters Score -4546030 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -4546194.000000 Penalty: 3399.354980
	Iteration 21Q: 3 clusters Score -4546194 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -4546306.500000 Penalty: 3399.354980
	Iteration 22Q: 3 clusters Score -4546306 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -4546418.000000 Penalty: 3399.354980
	Iteration 23Q: 3 clusters Score -4546418 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -4546529.000000 Penalty: 3399.354980
	Iteration 24Q: 3 clusters Score -4546529 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -4546622.500000 Penalty: 3399.354980
	Iteration 25Q: 3 clusters Score -4546622 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -4546733.000000 Penalty: 3399.354980
	Iteration 26Q: 3 clusters Score -4546733 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -4546836.500000 Penalty: 3399.354980
	Iteration 27Q: 3 clusters Score -4546836 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -4546952.500000 Penalty: 3399.354980
	Iteration 28Q: 3 clusters Score -4546952 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -4547077.500000 Penalty: 3399.354980
	Iteration 29Q: 3 clusters Score -4547078 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -4547211.000000 Penalty: 3399.354980
	Iteration 30Q: 3 clusters Score -4547211 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -4547357.000000 Penalty: 3399.354980
	Iteration 31Q: 3 clusters Score -4547357 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -4547541.500000 Penalty: 3399.354980
	Iteration 32Q: 3 clusters Score -4547542 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -4547729.500000 Penalty: 3399.354980
	Iteration 33Q: 3 clusters Score -4547730 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -4547903.000000 Penalty: 3399.354980
	Iteration 34Q: 3 clusters Score -4547903 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -4548115.500000 Penalty: 3399.354980
	Iteration 35Q: 3 clusters Score -4548116 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -4548296.500000 Penalty: 3399.354980
	Iteration 36Q: 3 clusters Score -4548296 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -4548449.500000 Penalty: 3399.354980
	Iteration 37Q: 3 clusters Score -4548450 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -4548613.000000 Penalty: 3399.354980
	Iteration 38Q: 3 clusters Score -4548613 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -4548791.000000 Penalty: 3399.354980
	Iteration 39Q: 3 clusters Score -4548791 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -4548964.500000 Penalty: 3399.354980
	Iteration 40F: 3 clusters Score -4548964 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -4549103.000000 Penalty: 3399.354980
	Iteration 41Q: 3 clusters Score -4549103 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -4549258.000000 Penalty: 3399.354980
	Iteration 42Q: 3 clusters Score -4549258 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -4549420.500000 Penalty: 3399.354980
	Iteration 43Q: 3 clusters Score -4549420 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -4549546.500000 Penalty: 3399.354980
	Iteration 44Q: 3 clusters Score -4549546 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -4549632.500000 Penalty: 3399.354980
	Iteration 45Q: 3 clusters Score -4549632 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -4549702.000000 Penalty: 3399.354980
	Iteration 46Q: 3 clusters Score -4549702 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -4549793.000000 Penalty: 3399.354980
	Iteration 47Q: 3 clusters Score -4549793 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -4549839.000000 Penalty: 3399.354980
	Iteration 48Q: 3 clusters Score -4549839 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -4549881.000000 Penalty: 3399.354980
	Iteration 49Q: 3 clusters Score -4549881 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -4549908.500000 Penalty: 3399.354980
	Iteration 50Q: 3 clusters Score -4549908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -4549922.000000 Penalty: 3399.354980
	Iteration 51Q: 3 clusters Score -4549922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -4549933.500000 Penalty: 3399.354980
	Iteration 52Q: 3 clusters Score -4549934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -4549943.000000 Penalty: 3399.354980
	Iteration 53Q: 3 clusters Score -4549943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -4549943.500000 Penalty: 3399.354980
	Iteration 54Q: 3 clusters Score -4549944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -4549955.500000 Penalty: 3399.354980
	Iteration 55Q: 3 clusters Score -4549956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -4549958.000000 Penalty: 3399.354980
	Iteration 56Q: 3 clusters Score -4549958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -4549968.000000 Penalty: 3399.354980
	Iteration 57Q: 3 clusters Score -4549968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -4549970.000000 Penalty: 3399.354980
	Iteration 58Q: 3 clusters Score -4549970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -4549979.500000 Penalty: 3399.354980
	Iteration 59Q: 3 clusters Score -4549980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -4549982.000000 Penalty: 3399.354980
	Iteration 60F: 3 clusters Score -4549982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -4549984.000000 Penalty: 3399.354980
	Iteration 61Q: 3 clusters Score -4549984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -4549981.500000 Penalty: 3399.354980
	Iteration 62Q: 3 clusters Score -4549982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -4549980.000000 Penalty: 3399.354980
	Iteration 63Q: 3 clusters Score -4549980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -4549978.000000 Penalty: 3399.354980
	Iteration 64Q: 3 clusters Score -4549978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -4549982.500000 Penalty: 3399.354980
	Iteration 65Q: 3 clusters Score -4549982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -4549983.500000 Penalty: 3399.354980
	Iteration 66Q: 3 clusters Score -4549984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -4549984.000000 Penalty: 3399.354980
	Iteration 67Q: 3 clusters Score -4549984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -4549983.500000 Penalty: 3399.354980
	Iteration 68Q: 3 clusters Score -4549984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -4549983.000000 Penalty: 3399.354980
	Iteration 69Q: 3 clusters Score -4549983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -4549987.000000 Penalty: 3399.354980
	Iteration 70Q: 3 clusters Score -4549987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -4549986.500000 Penalty: 3399.354980
	Iteration 71Q: 3 clusters Score -4549986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -4549993.000000 Penalty: 3399.354980
	Iteration 72Q: 3 clusters Score -4549993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -4549996.000000 Penalty: 3399.354980
	Iteration 73Q: 3 clusters Score -4549996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -4549997.500000 Penalty: 3399.354980
	Iteration 74Q: 3 clusters Score -4549998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -4550001.000000 Penalty: 3399.354980
	Iteration 75Q: 3 clusters Score -4550001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -4550005.500000 Penalty: 3399.354980
	Iteration 76Q: 3 clusters Score -4550006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -4550008.500000 Penalty: 3399.354980
	Iteration 77Q: 3 clusters Score -4550008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -4550008.000000 Penalty: 3399.354980
	Iteration 78Q: 3 clusters Score -4550008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -4550007.500000 Penalty: 3399.354980
	Iteration 79Q: 3 clusters Score -4550008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -4550007.000000 Penalty: 3399.354980
	Iteration 80F: 3 clusters Score -4550007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -51807.691406 Penalty: 994.905090
	Iteration 0F: 2 clusters Score -51807.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50782.867188 Penalty: 1989.810181
	Iteration 0F: 3 clusters Score -50782.87 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50987.757812 Penalty: 1989.810181
	Iteration 1F: 3 clusters Score -50987.76 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51087.015625 Penalty: 1989.810181
	Iteration 2F: 3 clusters Score -51087.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51141.679688 Penalty: 1989.810181
	Iteration 3Q: 3 clusters Score -51141.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -51161.812500 Penalty: 1989.810181
	Iteration 4Q: 3 clusters Score -51161.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51177.078125 Penalty: 1989.810181
	Iteration 5Q: 3 clusters Score -51177.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51185.445312 Penalty: 1989.810181
	Iteration 6Q: 3 clusters Score -51185.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51185.644531 Penalty: 1989.810181
	Iteration 7Q: 3 clusters Score -51185.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51185.644531 Penalty: 1989.810181
	Iteration 8F: 3 clusters Score -51185.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (113101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113101 members 
Entering Unmasked Estep 
Score: -14630551.000000 Penalty: 1890.855957
	Iteration 0F: 2 clusters Score -1.463055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56539 members 
Mstep: Class 2 contains 56562 members 
Entering Unmasked Estep 
Score: -14559192.000000 Penalty: 3781.711914
	Iteration 0F: 3 clusters Score -1.455919e+07 nChanged 54273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -14590690.000000 Penalty: 3781.711914
	Iteration 1F: 3 clusters Score -1.459069e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57577 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -14591816.000000 Penalty: 3781.711914
	Iteration 2Q: 3 clusters Score -1.459182e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58553 members 
Mstep: Class 2 contains 54548 members 
Entering Unmasked Estep 
Score: -14593416.000000 Penalty: 3781.711914
	Iteration 3Q: 3 clusters Score -1.459342e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60165 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -14595690.000000 Penalty: 3781.711914
	Iteration 4Q: 3 clusters Score -1.459569e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -14599208.000000 Penalty: 3781.711914
	Iteration 5F: 3 clusters Score -1.459921e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65716 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -14604593.000000 Penalty: 3781.711914
	Iteration 6F: 3 clusters Score -1.460459e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69006 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -14610743.000000 Penalty: 3781.711914
	Iteration 7F: 3 clusters Score -1.461074e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71640 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -14614679.000000 Penalty: 3781.711914
	Iteration 8F: 3 clusters Score -1.461468e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73628 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -14616096.000000 Penalty: 3781.711914
	Iteration 9Q: 3 clusters Score -1.46161e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75368 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -14616577.000000 Penalty: 3781.711914
	Iteration 10Q: 3 clusters Score -1.461658e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76972 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -14616877.000000 Penalty: 3781.711914
	Iteration 11Q: 3 clusters Score -1.461688e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78438 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -14617157.000000 Penalty: 3781.711914
	Iteration 12Q: 3 clusters Score -1.461716e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79874 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -14617309.000000 Penalty: 3781.711914
	Iteration 13Q: 3 clusters Score -1.461731e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81168 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -14617490.000000 Penalty: 3781.711914
	Iteration 14Q: 3 clusters Score -1.461749e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82301 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -14617752.000000 Penalty: 3781.711914
	Iteration 15Q: 3 clusters Score -1.461775e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83360 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -14617988.000000 Penalty: 3781.711914
	Iteration 16Q: 3 clusters Score -1.461799e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84363 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -14618185.000000 Penalty: 3781.711914
	Iteration 17Q: 3 clusters Score -1.461818e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85235 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -14618333.000000 Penalty: 3781.711914
	Iteration 18Q: 3 clusters Score -1.461833e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86018 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -14618640.000000 Penalty: 3781.711914
	Iteration 19Q: 3 clusters Score -1.461864e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86720 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -14618837.000000 Penalty: 3781.711914
	Iteration 20F: 3 clusters Score -1.461884e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87463 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -14619015.000000 Penalty: 3781.711914
	Iteration 21Q: 3 clusters Score -1.461902e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88104 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -14619221.000000 Penalty: 3781.711914
	Iteration 22Q: 3 clusters Score -1.461922e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88720 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -14619579.000000 Penalty: 3781.711914
	Iteration 23Q: 3 clusters Score -1.461958e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89383 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -14619928.000000 Penalty: 3781.711914
	Iteration 24Q: 3 clusters Score -1.461993e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89952 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -14620227.000000 Penalty: 3781.711914
	Iteration 25Q: 3 clusters Score -1.462023e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90419 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -14620477.000000 Penalty: 3781.711914
	Iteration 26Q: 3 clusters Score -1.462048e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90839 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -14620764.000000 Penalty: 3781.711914
	Iteration 27Q: 3 clusters Score -1.462076e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91246 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -14620957.000000 Penalty: 3781.711914
	Iteration 28Q: 3 clusters Score -1.462096e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91622 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -14621191.000000 Penalty: 3781.711914
	Iteration 29Q: 3 clusters Score -1.462119e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91971 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -14621456.000000 Penalty: 3781.711914
	Iteration 30Q: 3 clusters Score -1.462146e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92318 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -14621902.000000 Penalty: 3781.711914
	Iteration 31Q: 3 clusters Score -1.46219e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92706 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -14622391.000000 Penalty: 3781.711914
	Iteration 32Q: 3 clusters Score -1.462239e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93149 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -14622798.000000 Penalty: 3781.711914
	Iteration 33Q: 3 clusters Score -1.46228e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93637 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -14623297.000000 Penalty: 3781.711914
	Iteration 34Q: 3 clusters Score -1.46233e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94201 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -14623813.000000 Penalty: 3781.711914
	Iteration 35Q: 3 clusters Score -1.462381e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94754 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -14624365.000000 Penalty: 3781.711914
	Iteration 36Q: 3 clusters Score -1.462436e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95332 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -14624782.000000 Penalty: 3781.711914
	Iteration 37Q: 3 clusters Score -1.462478e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95938 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -14625357.000000 Penalty: 3781.711914
	Iteration 38Q: 3 clusters Score -1.462536e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96585 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -14625854.000000 Penalty: 3781.711914
	Iteration 39Q: 3 clusters Score -1.462585e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97317 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -14626375.000000 Penalty: 3781.711914
	Iteration 40F: 3 clusters Score -1.462638e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98112 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -14626924.000000 Penalty: 3781.711914
	Iteration 41Q: 3 clusters Score -1.462692e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98933 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -14627488.000000 Penalty: 3781.711914
	Iteration 42Q: 3 clusters Score -1.462749e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99830 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -14627999.000000 Penalty: 3781.711914
	Iteration 43Q: 3 clusters Score -1.4628e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100792 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -14628567.000000 Penalty: 3781.711914
	Iteration 44Q: 3 clusters Score -1.462857e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101797 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -14629187.000000 Penalty: 3781.711914
	Iteration 45Q: 3 clusters Score -1.462919e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102902 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -14629795.000000 Penalty: 3781.711914
	Iteration 46Q: 3 clusters Score -1.46298e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104024 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -14630221.000000 Penalty: 3781.711914
	Iteration 47Q: 3 clusters Score -1.463022e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105133 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -14630621.000000 Penalty: 3781.711914
	Iteration 48Q: 3 clusters Score -1.463062e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106161 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -14630802.000000 Penalty: 3781.711914
	Iteration 49Q: 3 clusters Score -1.46308e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107108 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -14630860.000000 Penalty: 3781.711914
	Iteration 50Q: 3 clusters Score -1.463086e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107962 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -14630875.000000 Penalty: 3781.711914
	Iteration 51Q: 3 clusters Score -1.463088e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108708 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -14630824.000000 Penalty: 3781.711914
	Iteration 52Q: 3 clusters Score -1.463082e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109378 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -14630663.000000 Penalty: 3781.711914
	Iteration 53Q: 3 clusters Score -1.463066e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109947 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -14630547.000000 Penalty: 3781.711914
	Iteration 54Q: 3 clusters Score -1.463055e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110425 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -14630371.000000 Penalty: 3781.711914
	Iteration 55Q: 3 clusters Score -1.463037e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110843 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -14630172.000000 Penalty: 3781.711914
	Iteration 56Q: 3 clusters Score -1.463017e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111204 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -14629999.000000 Penalty: 3781.711914
	Iteration 57Q: 3 clusters Score -1.463e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111522 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -14629806.000000 Penalty: 3781.711914
	Iteration 58Q: 3 clusters Score -1.462981e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111798 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -14629716.000000 Penalty: 3781.711914
	Iteration 59Q: 3 clusters Score -1.462972e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112035 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -14629635.000000 Penalty: 3781.711914
	Iteration 60F: 3 clusters Score -1.462964e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112209 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -14629544.000000 Penalty: 3781.711914
	Iteration 61Q: 3 clusters Score -1.462954e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112345 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -14629457.000000 Penalty: 3781.711914
	Iteration 62Q: 3 clusters Score -1.462946e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112453 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -14629414.000000 Penalty: 3781.711914
	Iteration 63Q: 3 clusters Score -1.462941e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112523 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -14629383.000000 Penalty: 3781.711914
	Iteration 64Q: 3 clusters Score -1.462938e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112584 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -14629342.000000 Penalty: 3781.711914
	Iteration 65Q: 3 clusters Score -1.462934e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112624 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -14629329.000000 Penalty: 3781.711914
	Iteration 66Q: 3 clusters Score -1.462933e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112643 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -14629344.000000 Penalty: 3781.711914
	Iteration 67Q: 3 clusters Score -1.462934e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112659 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -14629340.000000 Penalty: 3781.711914
	Iteration 68Q: 3 clusters Score -1.462934e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112679 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -14629337.000000 Penalty: 3781.711914
	Iteration 69Q: 3 clusters Score -1.462934e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112698 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -14629335.000000 Penalty: 3781.711914
	Iteration 70Q: 3 clusters Score -1.462934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112709 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -14629339.000000 Penalty: 3781.711914
	Iteration 71Q: 3 clusters Score -1.462934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112716 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -14629332.000000 Penalty: 3781.711914
	Iteration 72Q: 3 clusters Score -1.462933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112716 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -14629350.000000 Penalty: 3781.711914
	Iteration 73Q: 3 clusters Score -1.462935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112720 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -14629345.000000 Penalty: 3781.711914
	Iteration 74Q: 3 clusters Score -1.462934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112724 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -14629333.000000 Penalty: 3781.711914
	Iteration 75Q: 3 clusters Score -1.462933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112728 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -14629344.000000 Penalty: 3781.711914
	Iteration 76Q: 3 clusters Score -1.462934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112730 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -14629338.000000 Penalty: 3781.711914
	Iteration 77Q: 3 clusters Score -1.462934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112732 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -14629339.000000 Penalty: 3781.711914
	Iteration 78Q: 3 clusters Score -1.462934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112732 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -14629339.000000 Penalty: 3781.711914
	Iteration 79F: 3 clusters Score -1.462934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Entering Unmasked Estep 
Score: -1472576.250000 Penalty: 1515.704346
	Iteration 0F: 2 clusters Score -1472576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1464594.250000 Penalty: 3031.408691
	Iteration 0F: 3 clusters Score -1464594 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1467294.750000 Penalty: 3031.408691
	Iteration 1F: 3 clusters Score -1467295 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1467538.625000 Penalty: 3031.408691
	Iteration 2F: 3 clusters Score -1467539 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1467740.875000 Penalty: 3031.408691
	Iteration 3Q: 3 clusters Score -1467741 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1467927.000000 Penalty: 3031.408691
	Iteration 4Q: 3 clusters Score -1467927 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1468095.125000 Penalty: 3031.408691
	Iteration 5Q: 3 clusters Score -1468095 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1468288.875000 Penalty: 3031.408691
	Iteration 6Q: 3 clusters Score -1468289 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1468493.375000 Penalty: 3031.408691
	Iteration 7Q: 3 clusters Score -1468493 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1468726.000000 Penalty: 3031.408691
	Iteration 8Q: 3 clusters Score -1468726 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1468958.250000 Penalty: 3031.408691
	Iteration 9Q: 3 clusters Score -1468958 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1469188.750000 Penalty: 3031.408691
	Iteration 10Q: 3 clusters Score -1469189 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1469433.375000 Penalty: 3031.408691
	Iteration 11Q: 3 clusters Score -1469433 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1469607.625000 Penalty: 3031.408691
	Iteration 12Q: 3 clusters Score -1469608 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1469709.625000 Penalty: 3031.408691
	Iteration 13Q: 3 clusters Score -1469710 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1469776.250000 Penalty: 3031.408691
	Iteration 14Q: 3 clusters Score -1469776 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1469809.750000 Penalty: 3031.408691
	Iteration 15Q: 3 clusters Score -1469810 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1469821.500000 Penalty: 3031.408691
	Iteration 16Q: 3 clusters Score -1469822 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1469831.375000 Penalty: 3031.408691
	Iteration 17Q: 3 clusters Score -1469831 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1469831.625000 Penalty: 3031.408691
	Iteration 18Q: 3 clusters Score -1469832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1469843.375000 Penalty: 3031.408691
	Iteration 19Q: 3 clusters Score -1469843 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1469853.750000 Penalty: 3031.408691
	Iteration 20F: 3 clusters Score -1469854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1469859.875000 Penalty: 3031.408691
	Iteration 21Q: 3 clusters Score -1469860 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1469871.250000 Penalty: 3031.408691
	Iteration 22Q: 3 clusters Score -1469871 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1469877.625000 Penalty: 3031.408691
	Iteration 23Q: 3 clusters Score -1469878 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1469886.500000 Penalty: 3031.408691
	Iteration 24Q: 3 clusters Score -1469886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1469894.750000 Penalty: 3031.408691
	Iteration 25Q: 3 clusters Score -1469895 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1469898.125000 Penalty: 3031.408691
	Iteration 26Q: 3 clusters Score -1469898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1469906.250000 Penalty: 3031.408691
	Iteration 27Q: 3 clusters Score -1469906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1469908.625000 Penalty: 3031.408691
	Iteration 28Q: 3 clusters Score -1469909 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1469915.250000 Penalty: 3031.408691
	Iteration 29Q: 3 clusters Score -1469915 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1469924.250000 Penalty: 3031.408691
	Iteration 30Q: 3 clusters Score -1469924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1469927.750000 Penalty: 3031.408691
	Iteration 31Q: 3 clusters Score -1469928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1469930.375000 Penalty: 3031.408691
	Iteration 32Q: 3 clusters Score -1469930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1469940.000000 Penalty: 3031.408691
	Iteration 33Q: 3 clusters Score -1469940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1469941.000000 Penalty: 3031.408691
	Iteration 34Q: 3 clusters Score -1469941 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1469950.500000 Penalty: 3031.408691
	Iteration 35Q: 3 clusters Score -1469950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1469959.500000 Penalty: 3031.408691
	Iteration 36Q: 3 clusters Score -1469960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1469969.625000 Penalty: 3031.408691
	Iteration 37Q: 3 clusters Score -1469970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1469971.750000 Penalty: 3031.408691
	Iteration 38Q: 3 clusters Score -1469972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1469982.125000 Penalty: 3031.408691
	Iteration 39Q: 3 clusters Score -1469982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1469984.125000 Penalty: 3031.408691
	Iteration 40F: 3 clusters Score -1469984 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1469998.000000 Penalty: 3031.408691
	Iteration 41Q: 3 clusters Score -1469998 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1470006.750000 Penalty: 3031.408691
	Iteration 42Q: 3 clusters Score -1470007 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1470015.625000 Penalty: 3031.408691
	Iteration 43Q: 3 clusters Score -1470016 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1470032.125000 Penalty: 3031.408691
	Iteration 44Q: 3 clusters Score -1470032 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1470047.500000 Penalty: 3031.408691
	Iteration 45Q: 3 clusters Score -1470048 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1470066.125000 Penalty: 3031.408691
	Iteration 46Q: 3 clusters Score -1470066 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1470075.750000 Penalty: 3031.408691
	Iteration 47Q: 3 clusters Score -1470076 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1470088.625000 Penalty: 3031.408691
	Iteration 48Q: 3 clusters Score -1470089 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1470102.125000 Penalty: 3031.408691
	Iteration 49Q: 3 clusters Score -1470102 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1470128.625000 Penalty: 3031.408691
	Iteration 50Q: 3 clusters Score -1470129 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1470143.625000 Penalty: 3031.408691
	Iteration 51Q: 3 clusters Score -1470144 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1470161.125000 Penalty: 3031.408691
	Iteration 52Q: 3 clusters Score -1470161 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1470172.875000 Penalty: 3031.408691
	Iteration 53Q: 3 clusters Score -1470173 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1470186.375000 Penalty: 3031.408691
	Iteration 54Q: 3 clusters Score -1470186 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1470193.750000 Penalty: 3031.408691
	Iteration 55Q: 3 clusters Score -1470194 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1470207.250000 Penalty: 3031.408691
	Iteration 56Q: 3 clusters Score -1470207 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1470220.750000 Penalty: 3031.408691
	Iteration 57Q: 3 clusters Score -1470221 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1470231.500000 Penalty: 3031.408691
	Iteration 58Q: 3 clusters Score -1470232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1470243.875000 Penalty: 3031.408691
	Iteration 59Q: 3 clusters Score -1470244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1470253.625000 Penalty: 3031.408691
	Iteration 60F: 3 clusters Score -1470254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1470258.625000 Penalty: 3031.408691
	Iteration 61Q: 3 clusters Score -1470259 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1470267.750000 Penalty: 3031.408691
	Iteration 62Q: 3 clusters Score -1470268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1470268.375000 Penalty: 3031.408691
	Iteration 63Q: 3 clusters Score -1470268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1470272.500000 Penalty: 3031.408691
	Iteration 64Q: 3 clusters Score -1470272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1470276.250000 Penalty: 3031.408691
	Iteration 65Q: 3 clusters Score -1470276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1470280.875000 Penalty: 3031.408691
	Iteration 66Q: 3 clusters Score -1470281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1470281.750000 Penalty: 3031.408691
	Iteration 67Q: 3 clusters Score -1470282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1470285.500000 Penalty: 3031.408691
	Iteration 68Q: 3 clusters Score -1470286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1470285.500000 Penalty: 3031.408691
	Iteration 69Q: 3 clusters Score -1470286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1470295.125000 Penalty: 3031.408691
	Iteration 70Q: 3 clusters Score -1470295 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1470305.125000 Penalty: 3031.408691
	Iteration 71Q: 3 clusters Score -1470305 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1470315.875000 Penalty: 3031.408691
	Iteration 72Q: 3 clusters Score -1470316 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1470325.625000 Penalty: 3031.408691
	Iteration 73Q: 3 clusters Score -1470326 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1470334.500000 Penalty: 3031.408691
	Iteration 74Q: 3 clusters Score -1470334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1470340.750000 Penalty: 3031.408691
	Iteration 75Q: 3 clusters Score -1470341 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1470353.125000 Penalty: 3031.408691
	Iteration 76Q: 3 clusters Score -1470353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1470354.875000 Penalty: 3031.408691
	Iteration 77Q: 3 clusters Score -1470355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1470357.875000 Penalty: 3031.408691
	Iteration 78Q: 3 clusters Score -1470358 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1470370.625000 Penalty: 3031.408691
	Iteration 79Q: 3 clusters Score -1470371 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1470380.125000 Penalty: 3031.408691
	Iteration 80F: 3 clusters Score -1470380 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1470388.125000 Penalty: 3031.408691
	Iteration 81Q: 3 clusters Score -1470388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1470399.750000 Penalty: 3031.408691
	Iteration 82Q: 3 clusters Score -1470400 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1470404.625000 Penalty: 3031.408691
	Iteration 83Q: 3 clusters Score -1470405 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1470412.000000 Penalty: 3031.408691
	Iteration 84Q: 3 clusters Score -1470412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1470421.250000 Penalty: 3031.408691
	Iteration 85Q: 3 clusters Score -1470421 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1470425.250000 Penalty: 3031.408691
	Iteration 86Q: 3 clusters Score -1470425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1470435.500000 Penalty: 3031.408691
	Iteration 87Q: 3 clusters Score -1470436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1470445.375000 Penalty: 3031.408691
	Iteration 88Q: 3 clusters Score -1470445 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1470458.750000 Penalty: 3031.408691
	Iteration 89Q: 3 clusters Score -1470459 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1470461.750000 Penalty: 3031.408691
	Iteration 90Q: 3 clusters Score -1470462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1470469.625000 Penalty: 3031.408691
	Iteration 91Q: 3 clusters Score -1470470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1470464.875000 Penalty: 3031.408691
	Iteration 92Q: 3 clusters Score -1470465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1470467.625000 Penalty: 3031.408691
	Iteration 93Q: 3 clusters Score -1470468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1470477.250000 Penalty: 3031.408691
	Iteration 94Q: 3 clusters Score -1470477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1470478.625000 Penalty: 3031.408691
	Iteration 95Q: 3 clusters Score -1470479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1470482.125000 Penalty: 3031.408691
	Iteration 96Q: 3 clusters Score -1470482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1470485.750000 Penalty: 3031.408691
	Iteration 97Q: 3 clusters Score -1470486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1470486.875000 Penalty: 3031.408691
	Iteration 98Q: 3 clusters Score -1470487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1470494.000000 Penalty: 3031.408691
	Iteration 99Q: 3 clusters Score -1470494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1470501.875000 Penalty: 3031.408691
	Iteration 100F: 3 clusters Score -1470502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1470511.875000 Penalty: 3031.408691
	Iteration 101Q: 3 clusters Score -1470512 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1470522.125000 Penalty: 3031.408691
	Iteration 102Q: 3 clusters Score -1470522 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1470536.500000 Penalty: 3031.408691
	Iteration 103Q: 3 clusters Score -1470536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1470550.375000 Penalty: 3031.408691
	Iteration 104Q: 3 clusters Score -1470550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1470559.875000 Penalty: 3031.408691
	Iteration 105Q: 3 clusters Score -1470560 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1470575.125000 Penalty: 3031.408691
	Iteration 106Q: 3 clusters Score -1470575 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1470590.125000 Penalty: 3031.408691
	Iteration 107Q: 3 clusters Score -1470590 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1470598.750000 Penalty: 3031.408691
	Iteration 108Q: 3 clusters Score -1470599 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1470610.875000 Penalty: 3031.408691
	Iteration 109Q: 3 clusters Score -1470611 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1470627.250000 Penalty: 3031.408691
	Iteration 110Q: 3 clusters Score -1470627 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1470637.375000 Penalty: 3031.408691
	Iteration 111Q: 3 clusters Score -1470637 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1470648.750000 Penalty: 3031.408691
	Iteration 112Q: 3 clusters Score -1470649 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1470661.250000 Penalty: 3031.408691
	Iteration 113Q: 3 clusters Score -1470661 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1470666.250000 Penalty: 3031.408691
	Iteration 114Q: 3 clusters Score -1470666 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1470673.500000 Penalty: 3031.408691
	Iteration 115Q: 3 clusters Score -1470674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1470682.625000 Penalty: 3031.408691
	Iteration 116Q: 3 clusters Score -1470683 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1470689.875000 Penalty: 3031.408691
	Iteration 117Q: 3 clusters Score -1470690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1470697.750000 Penalty: 3031.408691
	Iteration 118Q: 3 clusters Score -1470698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1470705.750000 Penalty: 3031.408691
	Iteration 119Q: 3 clusters Score -1470706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1470715.375000 Penalty: 3031.408691
	Iteration 120F: 3 clusters Score -1470715 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1470718.375000 Penalty: 3031.408691
	Iteration 121Q: 3 clusters Score -1470718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1470724.750000 Penalty: 3031.408691
	Iteration 122Q: 3 clusters Score -1470725 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1470732.500000 Penalty: 3031.408691
	Iteration 123Q: 3 clusters Score -1470732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1470741.500000 Penalty: 3031.408691
	Iteration 124Q: 3 clusters Score -1470742 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1470755.125000 Penalty: 3031.408691
	Iteration 125Q: 3 clusters Score -1470755 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1470771.250000 Penalty: 3031.408691
	Iteration 126Q: 3 clusters Score -1470771 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1470794.625000 Penalty: 3031.408691
	Iteration 127Q: 3 clusters Score -1470795 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1470814.375000 Penalty: 3031.408691
	Iteration 128Q: 3 clusters Score -1470814 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1470827.250000 Penalty: 3031.408691
	Iteration 129Q: 3 clusters Score -1470827 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1470848.000000 Penalty: 3031.408691
	Iteration 130Q: 3 clusters Score -1470848 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1470876.000000 Penalty: 3031.408691
	Iteration 131Q: 3 clusters Score -1470876 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1470901.625000 Penalty: 3031.408691
	Iteration 132Q: 3 clusters Score -1470902 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1470932.375000 Penalty: 3031.408691
	Iteration 133Q: 3 clusters Score -1470932 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1470962.000000 Penalty: 3031.408691
	Iteration 134Q: 3 clusters Score -1470962 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1470993.125000 Penalty: 3031.408691
	Iteration 135Q: 3 clusters Score -1470993 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1471023.875000 Penalty: 3031.408691
	Iteration 136Q: 3 clusters Score -1471024 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1471046.625000 Penalty: 3031.408691
	Iteration 137Q: 3 clusters Score -1471047 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1471073.625000 Penalty: 3031.408691
	Iteration 138Q: 3 clusters Score -1471074 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1471088.000000 Penalty: 3031.408691
	Iteration 139Q: 3 clusters Score -1471088 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1471102.250000 Penalty: 3031.408691
	Iteration 140F: 3 clusters Score -1471102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1471116.000000 Penalty: 3031.408691
	Iteration 141Q: 3 clusters Score -1471116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1471126.625000 Penalty: 3031.408691
	Iteration 142Q: 3 clusters Score -1471127 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1471137.125000 Penalty: 3031.408691
	Iteration 143Q: 3 clusters Score -1471137 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1471141.000000 Penalty: 3031.408691
	Iteration 144Q: 3 clusters Score -1471141 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1471151.250000 Penalty: 3031.408691
	Iteration 145Q: 3 clusters Score -1471151 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1471165.250000 Penalty: 3031.408691
	Iteration 146Q: 3 clusters Score -1471165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1471173.875000 Penalty: 3031.408691
	Iteration 147Q: 3 clusters Score -1471174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1471179.500000 Penalty: 3031.408691
	Iteration 148Q: 3 clusters Score -1471180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1471191.250000 Penalty: 3031.408691
	Iteration 149Q: 3 clusters Score -1471191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1471201.500000 Penalty: 3031.408691
	Iteration 150Q: 3 clusters Score -1471202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1471209.125000 Penalty: 3031.408691
	Iteration 151Q: 3 clusters Score -1471209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1471214.750000 Penalty: 3031.408691
	Iteration 152Q: 3 clusters Score -1471215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1471218.375000 Penalty: 3031.408691
	Iteration 153Q: 3 clusters Score -1471218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1471224.375000 Penalty: 3031.408691
	Iteration 154Q: 3 clusters Score -1471224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1471230.000000 Penalty: 3031.408691
	Iteration 155Q: 3 clusters Score -1471230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1471238.875000 Penalty: 3031.408691
	Iteration 156Q: 3 clusters Score -1471239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1471247.375000 Penalty: 3031.408691
	Iteration 157Q: 3 clusters Score -1471247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1471250.750000 Penalty: 3031.408691
	Iteration 158Q: 3 clusters Score -1471251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1471259.000000 Penalty: 3031.408691
	Iteration 159Q: 3 clusters Score -1471259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1471260.250000 Penalty: 3031.408691
	Iteration 160F: 3 clusters Score -1471260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1471265.875000 Penalty: 3031.408691
	Iteration 161Q: 3 clusters Score -1471266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1471268.750000 Penalty: 3031.408691
	Iteration 162Q: 3 clusters Score -1471269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1471269.875000 Penalty: 3031.408691
	Iteration 163Q: 3 clusters Score -1471270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1471269.875000 Penalty: 3031.408691
	Iteration 164Q: 3 clusters Score -1471270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1471269.875000 Penalty: 3031.408691
	Iteration 165F: 3 clusters Score -1471270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -13125.549805 Penalty: 874.233276
	Iteration 0F: 2 clusters Score -13125.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12507.354492 Penalty: 1748.466553
	Iteration 0F: 3 clusters Score -12507.35 nChanged 46
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: -12659.791992 Penalty: 1748.466553
	Iteration 1F: 3 clusters Score -12659.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12758.441406 Penalty: 1748.466553
	Iteration 2F: 3 clusters Score -12758.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12814.666016 Penalty: 1748.466553
	Iteration 3Q: 3 clusters Score -12814.67 nChanged 3
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: -12827.338867 Penalty: 1748.466553
	Iteration 4Q: 3 clusters Score -12827.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12828.512695 Penalty: 1748.466553
	Iteration 5Q: 3 clusters Score -12828.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12828.512695 Penalty: 1748.466553
	Iteration 6F: 3 clusters Score -12828.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (60282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Entering Unmasked Estep 
Score: -7960755.000000 Penalty: 1788.603271
	Iteration 0F: 2 clusters Score -7960755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -7928274.000000 Penalty: 3577.206543
	Iteration 0F: 3 clusters Score -7928274 nChanged 28416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -7944673.500000 Penalty: 3577.206543
	Iteration 1F: 3 clusters Score -7944674 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -7945272.500000 Penalty: 3577.206543
	Iteration 2Q: 3 clusters Score -7945272 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -7945875.500000 Penalty: 3577.206543
	Iteration 3Q: 3 clusters Score -7945876 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -7946695.500000 Penalty: 3577.206543
	Iteration 4Q: 3 clusters Score -7946696 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -7947749.500000 Penalty: 3577.206543
	Iteration 5Q: 3 clusters Score -7947750 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -7949228.000000 Penalty: 3577.206543
	Iteration 6Q: 3 clusters Score -7949228 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -7951418.000000 Penalty: 3577.206543
	Iteration 7F: 3 clusters Score -7951418 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -7954411.000000 Penalty: 3577.206543
	Iteration 8F: 3 clusters Score -7954411 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -7957495.000000 Penalty: 3577.206543
	Iteration 9F: 3 clusters Score -7957495 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -7959390.000000 Penalty: 3577.206543
	Iteration 10F: 3 clusters Score -7959390 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -7960243.500000 Penalty: 3577.206543
	Iteration 11Q: 3 clusters Score -7960244 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -7960638.000000 Penalty: 3577.206543
	Iteration 12Q: 3 clusters Score -7960638 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -7960953.000000 Penalty: 3577.206543
	Iteration 13Q: 3 clusters Score -7960953 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -7961376.500000 Penalty: 3577.206543
	Iteration 14Q: 3 clusters Score -7961376 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -7961791.500000 Penalty: 3577.206543
	Iteration 15Q: 3 clusters Score -7961792 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -7961841.500000 Penalty: 3577.206543
	Iteration 16Q: 3 clusters Score -7961842 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -7961670.500000 Penalty: 3577.206543
	Iteration 17Q: 3 clusters Score -7961670 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 50571 members 
Entering Unmasked Estep 
Score: -7961298.000000 Penalty: 3577.206543
	Iteration 18Q: 3 clusters Score -7961298 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -7960820.500000 Penalty: 3577.206543
	Iteration 19Q: 3 clusters Score -7960820 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 53745 members 
Entering Unmasked Estep 
Score: -7960449.500000 Penalty: 3577.206543
	Iteration 20F: 3 clusters Score -7960450 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -7960319.500000 Penalty: 3577.206543
	Iteration 21Q: 3 clusters Score -7960320 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -7960181.000000 Penalty: 3577.206543
	Iteration 22Q: 3 clusters Score -7960181 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 56998 members 
Entering Unmasked Estep 
Score: -7960032.000000 Penalty: 3577.206543
	Iteration 23Q: 3 clusters Score -7960032 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -7959942.500000 Penalty: 3577.206543
	Iteration 24Q: 3 clusters Score -7959942 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
Score: -7959880.500000 Penalty: 3577.206543
	Iteration 25Q: 3 clusters Score -7959880 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -7959809.000000 Penalty: 3577.206543
	Iteration 26Q: 3 clusters Score -7959809 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -7959757.500000 Penalty: 3577.206543
	Iteration 27Q: 3 clusters Score -7959758 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 59090 members 
Entering Unmasked Estep 
Score: -7959660.500000 Penalty: 3577.206543
	Iteration 28Q: 3 clusters Score -7959660 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 59272 members 
Entering Unmasked Estep 
Score: -7959591.500000 Penalty: 3577.206543
	Iteration 29Q: 3 clusters Score -7959592 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
Score: -7959568.500000 Penalty: 3577.206543
	Iteration 30Q: 3 clusters Score -7959568 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -7959554.000000 Penalty: 3577.206543
	Iteration 31Q: 3 clusters Score -7959554 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
Score: -7959552.000000 Penalty: 3577.206543
	Iteration 32Q: 3 clusters Score -7959552 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -7959577.000000 Penalty: 3577.206543
	Iteration 33Q: 3 clusters Score -7959577 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -7959569.000000 Penalty: 3577.206543
	Iteration 34Q: 3 clusters Score -7959569 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -7959553.500000 Penalty: 3577.206543
	Iteration 35Q: 3 clusters Score -7959554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
Score: -7959562.000000 Penalty: 3577.206543
	Iteration 36Q: 3 clusters Score -7959562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 59737 members 
Entering Unmasked Estep 
Score: -7959559.500000 Penalty: 3577.206543
	Iteration 37Q: 3 clusters Score -7959560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 59759 members 
Entering Unmasked Estep 
Score: -7959557.500000 Penalty: 3577.206543
	Iteration 38Q: 3 clusters Score -7959558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -7959559.000000 Penalty: 3577.206543
	Iteration 39Q: 3 clusters Score -7959559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 59800 members 
Entering Unmasked Estep 
Score: -7959565.000000 Penalty: 3577.206543
	Iteration 40F: 3 clusters Score -7959565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -7959560.000000 Penalty: 3577.206543
	Iteration 41Q: 3 clusters Score -7959560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 59820 members 
Entering Unmasked Estep 
Score: -7959568.500000 Penalty: 3577.206543
	Iteration 42Q: 3 clusters Score -7959568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 59825 members 
Entering Unmasked Estep 
Score: -7959568.000000 Penalty: 3577.206543
	Iteration 43Q: 3 clusters Score -7959568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -7959578.500000 Penalty: 3577.206543
	Iteration 44Q: 3 clusters Score -7959578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 59830 members 
Entering Unmasked Estep 
Score: -7959583.500000 Penalty: 3577.206543
	Iteration 45Q: 3 clusters Score -7959584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
Score: -7959584.000000 Penalty: 3577.206543
	Iteration 46Q: 3 clusters Score -7959584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
Score: -7959584.000000 Penalty: 3577.206543
	Iteration 47F: 3 clusters Score -7959584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81250 members 
Entering Unmasked Estep 
Score: -10638230.000000 Penalty: 1837.109009
	Iteration 0F: 2 clusters Score -1.063823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -10592230.000000 Penalty: 3674.218018
	Iteration 0F: 3 clusters Score -1.059223e+07 nChanged 38683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -10615687.000000 Penalty: 3674.218018
	Iteration 1F: 3 clusters Score -1.061569e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -10616873.000000 Penalty: 3674.218018
	Iteration 2Q: 3 clusters Score -1.061687e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -10618832.000000 Penalty: 3674.218018
	Iteration 3Q: 3 clusters Score -1.061883e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -10621757.000000 Penalty: 3674.218018
	Iteration 4F: 3 clusters Score -1.062176e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -10625110.000000 Penalty: 3674.218018
	Iteration 5F: 3 clusters Score -1.062511e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 64059 members 
Entering Unmasked Estep 
Score: -10628504.000000 Penalty: 3674.218018
	Iteration 6F: 3 clusters Score -1.06285e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 67030 members 
Entering Unmasked Estep 
Score: -10631152.000000 Penalty: 3674.218018
	Iteration 7F: 3 clusters Score -1.063115e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 68638 members 
Entering Unmasked Estep 
Score: -10632890.000000 Penalty: 3674.218018
	Iteration 8Q: 3 clusters Score -1.063289e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 69338 members 
Entering Unmasked Estep 
Score: -10633766.000000 Penalty: 3674.218018
	Iteration 9Q: 3 clusters Score -1.063377e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 69691 members 
Entering Unmasked Estep 
Score: -10634081.000000 Penalty: 3674.218018
	Iteration 10Q: 3 clusters Score -1.063408e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 69964 members 
Entering Unmasked Estep 
Score: -10634244.000000 Penalty: 3674.218018
	Iteration 11Q: 3 clusters Score -1.063424e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 70157 members 
Entering Unmasked Estep 
Score: -10634280.000000 Penalty: 3674.218018
	Iteration 12Q: 3 clusters Score -1.063428e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 70359 members 
Entering Unmasked Estep 
Score: -10634303.000000 Penalty: 3674.218018
	Iteration 13Q: 3 clusters Score -1.06343e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 70549 members 
Entering Unmasked Estep 
Score: -10634365.000000 Penalty: 3674.218018
	Iteration 14Q: 3 clusters Score -1.063436e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 70723 members 
Entering Unmasked Estep 
Score: -10634411.000000 Penalty: 3674.218018
	Iteration 15Q: 3 clusters Score -1.063441e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 70914 members 
Entering Unmasked Estep 
Score: -10634411.000000 Penalty: 3674.218018
	Iteration 16Q: 3 clusters Score -1.063441e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 71073 members 
Entering Unmasked Estep 
Score: -10634421.000000 Penalty: 3674.218018
	Iteration 17Q: 3 clusters Score -1.063442e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 71217 members 
Entering Unmasked Estep 
Score: -10634400.000000 Penalty: 3674.218018
	Iteration 18Q: 3 clusters Score -1.06344e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 71346 members 
Entering Unmasked Estep 
Score: -10634424.000000 Penalty: 3674.218018
	Iteration 19Q: 3 clusters Score -1.063442e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 71462 members 
Entering Unmasked Estep 
Score: -10634471.000000 Penalty: 3674.218018
	Iteration 20F: 3 clusters Score -1.063447e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 71576 members 
Entering Unmasked Estep 
Score: -10634522.000000 Penalty: 3674.218018
	Iteration 21Q: 3 clusters Score -1.063452e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 71686 members 
Entering Unmasked Estep 
Score: -10634540.000000 Penalty: 3674.218018
	Iteration 22Q: 3 clusters Score -1.063454e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 71808 members 
Entering Unmasked Estep 
Score: -10634547.000000 Penalty: 3674.218018
	Iteration 23Q: 3 clusters Score -1.063455e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 71926 members 
Entering Unmasked Estep 
Score: -10634581.000000 Penalty: 3674.218018
	Iteration 24Q: 3 clusters Score -1.063458e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 72019 members 
Entering Unmasked Estep 
Score: -10634630.000000 Penalty: 3674.218018
	Iteration 25Q: 3 clusters Score -1.063463e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 72098 members 
Entering Unmasked Estep 
Score: -10634637.000000 Penalty: 3674.218018
	Iteration 26Q: 3 clusters Score -1.063464e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 72163 members 
Entering Unmasked Estep 
Score: -10634619.000000 Penalty: 3674.218018
	Iteration 27Q: 3 clusters Score -1.063462e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 72237 members 
Entering Unmasked Estep 
Score: -10634625.000000 Penalty: 3674.218018
	Iteration 28Q: 3 clusters Score -1.063462e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 72310 members 
Entering Unmasked Estep 
Score: -10634657.000000 Penalty: 3674.218018
	Iteration 29Q: 3 clusters Score -1.063466e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 72379 members 
Entering Unmasked Estep 
Score: -10634662.000000 Penalty: 3674.218018
	Iteration 30Q: 3 clusters Score -1.063466e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 72460 members 
Entering Unmasked Estep 
Score: -10634685.000000 Penalty: 3674.218018
	Iteration 31Q: 3 clusters Score -1.063468e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 72559 members 
Entering Unmasked Estep 
Score: -10634729.000000 Penalty: 3674.218018
	Iteration 32Q: 3 clusters Score -1.063473e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 72683 members 
Entering Unmasked Estep 
Score: -10634777.000000 Penalty: 3674.218018
	Iteration 33Q: 3 clusters Score -1.063478e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 72790 members 
Entering Unmasked Estep 
Score: -10634807.000000 Penalty: 3674.218018
	Iteration 34Q: 3 clusters Score -1.063481e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 72880 members 
Entering Unmasked Estep 
Score: -10634849.000000 Penalty: 3674.218018
	Iteration 35Q: 3 clusters Score -1.063485e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 72986 members 
Entering Unmasked Estep 
Score: -10634851.000000 Penalty: 3674.218018
	Iteration 36Q: 3 clusters Score -1.063485e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 73106 members 
Entering Unmasked Estep 
Score: -10634887.000000 Penalty: 3674.218018
	Iteration 37Q: 3 clusters Score -1.063489e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 73238 members 
Entering Unmasked Estep 
Score: -10634935.000000 Penalty: 3674.218018
	Iteration 38Q: 3 clusters Score -1.063494e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 73349 members 
Entering Unmasked Estep 
Score: -10634971.000000 Penalty: 3674.218018
	Iteration 39Q: 3 clusters Score -1.063497e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 73436 members 
Entering Unmasked Estep 
Score: -10634992.000000 Penalty: 3674.218018
	Iteration 40F: 3 clusters Score -1.063499e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 73528 members 
Entering Unmasked Estep 
Score: -10635014.000000 Penalty: 3674.218018
	Iteration 41Q: 3 clusters Score -1.063501e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 73627 members 
Entering Unmasked Estep 
Score: -10635056.000000 Penalty: 3674.218018
	Iteration 42Q: 3 clusters Score -1.063506e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 73736 members 
Entering Unmasked Estep 
Score: -10635088.000000 Penalty: 3674.218018
	Iteration 43Q: 3 clusters Score -1.063509e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 73853 members 
Entering Unmasked Estep 
Score: -10635151.000000 Penalty: 3674.218018
	Iteration 44Q: 3 clusters Score -1.063515e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -10635187.000000 Penalty: 3674.218018
	Iteration 45Q: 3 clusters Score -1.063519e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 74096 members 
Entering Unmasked Estep 
Score: -10635203.000000 Penalty: 3674.218018
	Iteration 46Q: 3 clusters Score -1.06352e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 74217 members 
Entering Unmasked Estep 
Score: -10635238.000000 Penalty: 3674.218018
	Iteration 47Q: 3 clusters Score -1.063524e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 74324 members 
Entering Unmasked Estep 
Score: -10635255.000000 Penalty: 3674.218018
	Iteration 48Q: 3 clusters Score -1.063526e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 74439 members 
Entering Unmasked Estep 
Score: -10635294.000000 Penalty: 3674.218018
	Iteration 49Q: 3 clusters Score -1.063529e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 74568 members 
Entering Unmasked Estep 
Score: -10635342.000000 Penalty: 3674.218018
	Iteration 50Q: 3 clusters Score -1.063534e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 74702 members 
Entering Unmasked Estep 
Score: -10635411.000000 Penalty: 3674.218018
	Iteration 51Q: 3 clusters Score -1.063541e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 74836 members 
Entering Unmasked Estep 
Score: -10635436.000000 Penalty: 3674.218018
	Iteration 52Q: 3 clusters Score -1.063544e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 74975 members 
Entering Unmasked Estep 
Score: -10635478.000000 Penalty: 3674.218018
	Iteration 53Q: 3 clusters Score -1.063548e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 75105 members 
Entering Unmasked Estep 
Score: -10635522.000000 Penalty: 3674.218018
	Iteration 54Q: 3 clusters Score -1.063552e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 75250 members 
Entering Unmasked Estep 
Score: -10635586.000000 Penalty: 3674.218018
	Iteration 55Q: 3 clusters Score -1.063559e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 75387 members 
Entering Unmasked Estep 
Score: -10635636.000000 Penalty: 3674.218018
	Iteration 56Q: 3 clusters Score -1.063564e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -10635672.000000 Penalty: 3674.218018
	Iteration 57Q: 3 clusters Score -1.063567e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 75666 members 
Entering Unmasked Estep 
Score: -10635748.000000 Penalty: 3674.218018
	Iteration 58Q: 3 clusters Score -1.063575e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 75807 members 
Entering Unmasked Estep 
Score: -10635789.000000 Penalty: 3674.218018
	Iteration 59Q: 3 clusters Score -1.063579e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 75939 members 
Entering Unmasked Estep 
Score: -10635841.000000 Penalty: 3674.218018
	Iteration 60F: 3 clusters Score -1.063584e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 76075 members 
Entering Unmasked Estep 
Score: -10635929.000000 Penalty: 3674.218018
	Iteration 61Q: 3 clusters Score -1.063593e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 76196 members 
Entering Unmasked Estep 
Score: -10635971.000000 Penalty: 3674.218018
	Iteration 62Q: 3 clusters Score -1.063597e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 76313 members 
Entering Unmasked Estep 
Score: -10636031.000000 Penalty: 3674.218018
	Iteration 63Q: 3 clusters Score -1.063603e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 76432 members 
Entering Unmasked Estep 
Score: -10636072.000000 Penalty: 3674.218018
	Iteration 64Q: 3 clusters Score -1.063607e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 76548 members 
Entering Unmasked Estep 
Score: -10636129.000000 Penalty: 3674.218018
	Iteration 65Q: 3 clusters Score -1.063613e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 76650 members 
Entering Unmasked Estep 
Score: -10636202.000000 Penalty: 3674.218018
	Iteration 66Q: 3 clusters Score -1.06362e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 76760 members 
Entering Unmasked Estep 
Score: -10636262.000000 Penalty: 3674.218018
	Iteration 67Q: 3 clusters Score -1.063626e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 76875 members 
Entering Unmasked Estep 
Score: -10636303.000000 Penalty: 3674.218018
	Iteration 68Q: 3 clusters Score -1.06363e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 76965 members 
Entering Unmasked Estep 
Score: -10636320.000000 Penalty: 3674.218018
	Iteration 69Q: 3 clusters Score -1.063632e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 77057 members 
Entering Unmasked Estep 
Score: -10636370.000000 Penalty: 3674.218018
	Iteration 70Q: 3 clusters Score -1.063637e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -10636378.000000 Penalty: 3674.218018
	Iteration 71Q: 3 clusters Score -1.063638e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 77259 members 
Entering Unmasked Estep 
Score: -10636413.000000 Penalty: 3674.218018
	Iteration 72Q: 3 clusters Score -1.063641e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 77340 members 
Entering Unmasked Estep 
Score: -10636403.000000 Penalty: 3674.218018
	Iteration 73Q: 3 clusters Score -1.06364e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 77425 members 
Entering Unmasked Estep 
Score: -10636445.000000 Penalty: 3674.218018
	Iteration 74Q: 3 clusters Score -1.063644e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 77520 members 
Entering Unmasked Estep 
Score: -10636462.000000 Penalty: 3674.218018
	Iteration 75Q: 3 clusters Score -1.063646e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 77607 members 
Entering Unmasked Estep 
Score: -10636475.000000 Penalty: 3674.218018
	Iteration 76Q: 3 clusters Score -1.063648e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 77694 members 
Entering Unmasked Estep 
Score: -10636524.000000 Penalty: 3674.218018
	Iteration 77Q: 3 clusters Score -1.063652e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 77782 members 
Entering Unmasked Estep 
Score: -10636550.000000 Penalty: 3674.218018
	Iteration 78Q: 3 clusters Score -1.063655e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 77864 members 
Entering Unmasked Estep 
Score: -10636573.000000 Penalty: 3674.218018
	Iteration 79Q: 3 clusters Score -1.063657e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 77942 members 
Entering Unmasked Estep 
Score: -10636603.000000 Penalty: 3674.218018
	Iteration 80F: 3 clusters Score -1.06366e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 78016 members 
Entering Unmasked Estep 
Score: -10636625.000000 Penalty: 3674.218018
	Iteration 81Q: 3 clusters Score -1.063662e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
Score: -10636652.000000 Penalty: 3674.218018
	Iteration 82Q: 3 clusters Score -1.063665e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 78165 members 
Entering Unmasked Estep 
Score: -10636687.000000 Penalty: 3674.218018
	Iteration 83Q: 3 clusters Score -1.063669e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 78227 members 
Entering Unmasked Estep 
Score: -10636730.000000 Penalty: 3674.218018
	Iteration 84Q: 3 clusters Score -1.063673e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 78286 members 
Entering Unmasked Estep 
Score: -10636757.000000 Penalty: 3674.218018
	Iteration 85Q: 3 clusters Score -1.063676e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -10636784.000000 Penalty: 3674.218018
	Iteration 86Q: 3 clusters Score -1.063678e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 78380 members 
Entering Unmasked Estep 
Score: -10636801.000000 Penalty: 3674.218018
	Iteration 87Q: 3 clusters Score -1.06368e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 78426 members 
Entering Unmasked Estep 
Score: -10636832.000000 Penalty: 3674.218018
	Iteration 88Q: 3 clusters Score -1.063683e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -10636836.000000 Penalty: 3674.218018
	Iteration 89Q: 3 clusters Score -1.063684e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 78496 members 
Entering Unmasked Estep 
Score: -10636856.000000 Penalty: 3674.218018
	Iteration 90Q: 3 clusters Score -1.063686e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 78535 members 
Entering Unmasked Estep 
Score: -10636865.000000 Penalty: 3674.218018
	Iteration 91Q: 3 clusters Score -1.063686e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 78570 members 
Entering Unmasked Estep 
Score: -10636878.000000 Penalty: 3674.218018
	Iteration 92Q: 3 clusters Score -1.063688e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 78603 members 
Entering Unmasked Estep 
Score: -10636912.000000 Penalty: 3674.218018
	Iteration 93Q: 3 clusters Score -1.063691e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 78645 members 
Entering Unmasked Estep 
Score: -10636931.000000 Penalty: 3674.218018
	Iteration 94Q: 3 clusters Score -1.063693e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 78693 members 
Entering Unmasked Estep 
Score: -10636936.000000 Penalty: 3674.218018
	Iteration 95Q: 3 clusters Score -1.063694e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 78729 members 
Entering Unmasked Estep 
Score: -10636973.000000 Penalty: 3674.218018
	Iteration 96Q: 3 clusters Score -1.063697e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 78778 members 
Entering Unmasked Estep 
Score: -10636970.000000 Penalty: 3674.218018
	Iteration 97Q: 3 clusters Score -1.063697e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 78817 members 
Entering Unmasked Estep 
Score: -10636968.000000 Penalty: 3674.218018
	Iteration 98Q: 3 clusters Score -1.063697e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
Score: -10636984.000000 Penalty: 3674.218018
	Iteration 99Q: 3 clusters Score -1.063698e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -10636996.000000 Penalty: 3674.218018
	Iteration 100F: 3 clusters Score -1.0637e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 78886 members 
Entering Unmasked Estep 
Score: -10636994.000000 Penalty: 3674.218018
	Iteration 101Q: 3 clusters Score -1.063699e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 78905 members 
Entering Unmasked Estep 
Score: -10636988.000000 Penalty: 3674.218018
	Iteration 102Q: 3 clusters Score -1.063699e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 78925 members 
Entering Unmasked Estep 
Score: -10636982.000000 Penalty: 3674.218018
	Iteration 103Q: 3 clusters Score -1.063698e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 78948 members 
Entering Unmasked Estep 
Score: -10636985.000000 Penalty: 3674.218018
	Iteration 104Q: 3 clusters Score -1.063698e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 78962 members 
Entering Unmasked Estep 
Score: -10637005.000000 Penalty: 3674.218018
	Iteration 105Q: 3 clusters Score -1.0637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 78976 members 
Entering Unmasked Estep 
Score: -10637003.000000 Penalty: 3674.218018
	Iteration 106Q: 3 clusters Score -1.0637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 78986 members 
Entering Unmasked Estep 
Score: -10636996.000000 Penalty: 3674.218018
	Iteration 107Q: 3 clusters Score -1.0637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 78992 members 
Entering Unmasked Estep 
Score: -10636989.000000 Penalty: 3674.218018
	Iteration 108Q: 3 clusters Score -1.063699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 78996 members 
Entering Unmasked Estep 
Score: -10636994.000000 Penalty: 3674.218018
	Iteration 109Q: 3 clusters Score -1.063699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 78997 members 
Entering Unmasked Estep 
Score: -10636993.000000 Penalty: 3674.218018
	Iteration 110Q: 3 clusters Score -1.063699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 78998 members 
Entering Unmasked Estep 
Score: -10636994.000000 Penalty: 3674.218018
	Iteration 111Q: 3 clusters Score -1.063699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 78998 members 
Entering Unmasked Estep 
Score: -10636997.000000 Penalty: 3674.218018
	Iteration 112Q: 3 clusters Score -1.0637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 79000 members 
Entering Unmasked Estep 
Score: -10636993.000000 Penalty: 3674.218018
	Iteration 113Q: 3 clusters Score -1.063699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 79004 members 
Entering Unmasked Estep 
Score: -10636986.000000 Penalty: 3674.218018
	Iteration 114Q: 3 clusters Score -1.063699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 79009 members 
Entering Unmasked Estep 
Score: -10636981.000000 Penalty: 3674.218018
	Iteration 115Q: 3 clusters Score -1.063698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 79017 members 
Entering Unmasked Estep 
Score: -10636994.000000 Penalty: 3674.218018
	Iteration 116Q: 3 clusters Score -1.063699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
Score: -10637003.000000 Penalty: 3674.218018
	Iteration 117Q: 3 clusters Score -1.0637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 79026 members 
Entering Unmasked Estep 
Score: -10637012.000000 Penalty: 3674.218018
	Iteration 118Q: 3 clusters Score -1.063701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 79028 members 
Entering Unmasked Estep 
Score: -10637013.000000 Penalty: 3674.218018
	Iteration 119Q: 3 clusters Score -1.063701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 79030 members 
Entering Unmasked Estep 
Score: -10636999.000000 Penalty: 3674.218018
	Iteration 120F: 3 clusters Score -1.0637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Entering Unmasked Estep 
Score: -5850419.500000 Penalty: 1741.464478
	Iteration 0F: 2 clusters Score -5850420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -5820139.500000 Penalty: 3482.928955
	Iteration 0F: 3 clusters Score -5820140 nChanged 21156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -5832155.000000 Penalty: 3482.928955
	Iteration 1F: 3 clusters Score -5832155 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -5832755.000000 Penalty: 3482.928955
	Iteration 2Q: 3 clusters Score -5832755 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -5833403.000000 Penalty: 3482.928955
	Iteration 3Q: 3 clusters Score -5833403 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -5834199.000000 Penalty: 3482.928955
	Iteration 4Q: 3 clusters Score -5834199 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -5835350.500000 Penalty: 3482.928955
	Iteration 5Q: 3 clusters Score -5835350 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -5837085.500000 Penalty: 3482.928955
	Iteration 6F: 3 clusters Score -5837086 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -5839467.000000 Penalty: 3482.928955
	Iteration 7F: 3 clusters Score -5839467 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -5842157.500000 Penalty: 3482.928955
	Iteration 8F: 3 clusters Score -5842158 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -5844212.500000 Penalty: 3482.928955
	Iteration 9F: 3 clusters Score -5844212 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -5845368.000000 Penalty: 3482.928955
	Iteration 10Q: 3 clusters Score -5845368 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -5845959.500000 Penalty: 3482.928955
	Iteration 11Q: 3 clusters Score -5845960 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -5846299.000000 Penalty: 3482.928955
	Iteration 12Q: 3 clusters Score -5846299 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -5846560.500000 Penalty: 3482.928955
	Iteration 13Q: 3 clusters Score -5846560 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -5846796.500000 Penalty: 3482.928955
	Iteration 14Q: 3 clusters Score -5846796 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -5847041.000000 Penalty: 3482.928955
	Iteration 15Q: 3 clusters Score -5847041 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -5847191.500000 Penalty: 3482.928955
	Iteration 16Q: 3 clusters Score -5847192 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -5847311.000000 Penalty: 3482.928955
	Iteration 17Q: 3 clusters Score -5847311 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -5847441.500000 Penalty: 3482.928955
	Iteration 18Q: 3 clusters Score -5847442 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -5847524.000000 Penalty: 3482.928955
	Iteration 19Q: 3 clusters Score -5847524 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -5847582.000000 Penalty: 3482.928955
	Iteration 20F: 3 clusters Score -5847582 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -5847674.000000 Penalty: 3482.928955
	Iteration 21Q: 3 clusters Score -5847674 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -5847733.500000 Penalty: 3482.928955
	Iteration 22Q: 3 clusters Score -5847734 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -5847828.000000 Penalty: 3482.928955
	Iteration 23Q: 3 clusters Score -5847828 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -5847861.000000 Penalty: 3482.928955
	Iteration 24Q: 3 clusters Score -5847861 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -5847885.000000 Penalty: 3482.928955
	Iteration 25Q: 3 clusters Score -5847885 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -5847925.500000 Penalty: 3482.928955
	Iteration 26Q: 3 clusters Score -5847926 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -5848003.500000 Penalty: 3482.928955
	Iteration 27Q: 3 clusters Score -5848004 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -5848020.500000 Penalty: 3482.928955
	Iteration 28Q: 3 clusters Score -5848020 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -5848041.500000 Penalty: 3482.928955
	Iteration 29Q: 3 clusters Score -5848042 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -5848055.000000 Penalty: 3482.928955
	Iteration 30Q: 3 clusters Score -5848055 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -5848087.000000 Penalty: 3482.928955
	Iteration 31Q: 3 clusters Score -5848087 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -5848101.000000 Penalty: 3482.928955
	Iteration 32Q: 3 clusters Score -5848101 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -5848133.500000 Penalty: 3482.928955
	Iteration 33Q: 3 clusters Score -5848134 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -5848162.500000 Penalty: 3482.928955
	Iteration 34Q: 3 clusters Score -5848162 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -5848172.000000 Penalty: 3482.928955
	Iteration 35Q: 3 clusters Score -5848172 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -5848192.000000 Penalty: 3482.928955
	Iteration 36Q: 3 clusters Score -5848192 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -5848182.000000 Penalty: 3482.928955
	Iteration 37Q: 3 clusters Score -5848182 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -5848193.500000 Penalty: 3482.928955
	Iteration 38Q: 3 clusters Score -5848194 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -5848195.500000 Penalty: 3482.928955
	Iteration 39Q: 3 clusters Score -5848196 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -5848202.000000 Penalty: 3482.928955
	Iteration 40F: 3 clusters Score -5848202 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -5848198.500000 Penalty: 3482.928955
	Iteration 41Q: 3 clusters Score -5848198 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -5848206.500000 Penalty: 3482.928955
	Iteration 42Q: 3 clusters Score -5848206 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -5848213.500000 Penalty: 3482.928955
	Iteration 43Q: 3 clusters Score -5848214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -5848212.000000 Penalty: 3482.928955
	Iteration 44Q: 3 clusters Score -5848212 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -5848216.000000 Penalty: 3482.928955
	Iteration 45Q: 3 clusters Score -5848216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -5848226.500000 Penalty: 3482.928955
	Iteration 46Q: 3 clusters Score -5848226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -5848225.000000 Penalty: 3482.928955
	Iteration 47Q: 3 clusters Score -5848225 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -5848230.500000 Penalty: 3482.928955
	Iteration 48Q: 3 clusters Score -5848230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -5848234.000000 Penalty: 3482.928955
	Iteration 49Q: 3 clusters Score -5848234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -5848225.500000 Penalty: 3482.928955
	Iteration 50Q: 3 clusters Score -5848226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -5848222.000000 Penalty: 3482.928955
	Iteration 51Q: 3 clusters Score -5848222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -5848219.500000 Penalty: 3482.928955
	Iteration 52Q: 3 clusters Score -5848220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -5848230.500000 Penalty: 3482.928955
	Iteration 53Q: 3 clusters Score -5848230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -5848227.000000 Penalty: 3482.928955
	Iteration 54Q: 3 clusters Score -5848227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -5848232.000000 Penalty: 3482.928955
	Iteration 55Q: 3 clusters Score -5848232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -5848247.500000 Penalty: 3482.928955
	Iteration 56Q: 3 clusters Score -5848248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -5848242.000000 Penalty: 3482.928955
	Iteration 57Q: 3 clusters Score -5848242 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -5848249.500000 Penalty: 3482.928955
	Iteration 58Q: 3 clusters Score -5848250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -5848258.000000 Penalty: 3482.928955
	Iteration 59Q: 3 clusters Score -5848258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -5848259.000000 Penalty: 3482.928955
	Iteration 60F: 3 clusters Score -5848259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -5848252.000000 Penalty: 3482.928955
	Iteration 61Q: 3 clusters Score -5848252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -5848262.500000 Penalty: 3482.928955
	Iteration 62Q: 3 clusters Score -5848262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -5848270.500000 Penalty: 3482.928955
	Iteration 63Q: 3 clusters Score -5848270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -5848256.000000 Penalty: 3482.928955
	Iteration 64Q: 3 clusters Score -5848256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -5848253.500000 Penalty: 3482.928955
	Iteration 65Q: 3 clusters Score -5848254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -5848253.000000 Penalty: 3482.928955
	Iteration 66Q: 3 clusters Score -5848253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -5848255.000000 Penalty: 3482.928955
	Iteration 67Q: 3 clusters Score -5848255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -5848255.500000 Penalty: 3482.928955
	Iteration 68Q: 3 clusters Score -5848256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -5848264.000000 Penalty: 3482.928955
	Iteration 69Q: 3 clusters Score -5848264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -5848269.500000 Penalty: 3482.928955
	Iteration 70Q: 3 clusters Score -5848270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -5848263.500000 Penalty: 3482.928955
	Iteration 71Q: 3 clusters Score -5848264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -5848256.000000 Penalty: 3482.928955
	Iteration 72Q: 3 clusters Score -5848256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -5848257.000000 Penalty: 3482.928955
	Iteration 73Q: 3 clusters Score -5848257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -5848258.500000 Penalty: 3482.928955
	Iteration 74Q: 3 clusters Score -5848258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -5848258.000000 Penalty: 3482.928955
	Iteration 75Q: 3 clusters Score -5848258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -5848258.000000 Penalty: 3482.928955
	Iteration 76F: 3 clusters Score -5848258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -7291.078613 Penalty: 840.203674
	Iteration 0F: 2 clusters Score -7291.079 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 88 members 
Entering Unmasked Estep 
Score: -6694.019043 Penalty: 1680.407349
	Iteration 0F: 3 clusters Score -6694.019 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6927.418457 Penalty: 1680.407349
	Iteration 1F: 3 clusters Score -6927.418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7004.409668 Penalty: 1680.407349
	Iteration 2F: 3 clusters Score -7004.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -7049.451660 Penalty: 1680.407349
	Iteration 3Q: 3 clusters Score -7049.452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -7077.089355 Penalty: 1680.407349
	Iteration 4Q: 3 clusters Score -7077.089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7080.498535 Penalty: 1680.407349
	Iteration 5Q: 3 clusters Score -7080.499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -7080.498535 Penalty: 1680.407349
	Iteration 6F: 3 clusters Score -7080.499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -98936.023438 Penalty: 1079.615845
	Iteration 0F: 2 clusters Score -98936.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -97669.820312 Penalty: 2159.231689
	Iteration 0F: 3 clusters Score -97669.82 nChanged 213
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: -97912.492188 Penalty: 2159.231689
	Iteration 1F: 3 clusters Score -97912.49 nChanged 56
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: -97977.578125 Penalty: 2159.231689
	Iteration 2F: 3 clusters Score -97977.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -98026.250000 Penalty: 2159.231689
	Iteration 3F: 3 clusters Score -98026.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -98056.250000 Penalty: 2159.231689
	Iteration 4Q: 3 clusters Score -98056.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -98072.101562 Penalty: 2159.231689
	Iteration 5Q: 3 clusters Score -98072.1 nChanged 11
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: -98085.062500 Penalty: 2159.231689
	Iteration 6Q: 3 clusters Score -98085.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -98100.328125 Penalty: 2159.231689
	Iteration 7Q: 3 clusters Score -98100.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -98112.156250 Penalty: 2159.231689
	Iteration 8Q: 3 clusters Score -98112.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -98123.187500 Penalty: 2159.231689
	Iteration 9Q: 3 clusters Score -98123.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -98138.109375 Penalty: 2159.231689
	Iteration 10Q: 3 clusters Score -98138.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -98153.507812 Penalty: 2159.231689
	Iteration 11Q: 3 clusters Score -98153.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -98180.906250 Penalty: 2159.231689
	Iteration 12Q: 3 clusters Score -98180.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -98202.929688 Penalty: 2159.231689
	Iteration 13Q: 3 clusters Score -98202.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -98218.828125 Penalty: 2159.231689
	Iteration 14Q: 3 clusters Score -98218.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -98221.867188 Penalty: 2159.231689
	Iteration 15Q: 3 clusters Score -98221.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -98223.585938 Penalty: 2159.231689
	Iteration 16Q: 3 clusters Score -98223.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -98224.406250 Penalty: 2159.231689
	Iteration 17Q: 3 clusters Score -98224.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -98224.937500 Penalty: 2159.231689
	Iteration 18Q: 3 clusters Score -98224.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -98227.445312 Penalty: 2159.231689
	Iteration 19Q: 3 clusters Score -98227.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -98229.703125 Penalty: 2159.231689
	Iteration 20F: 3 clusters Score -98229.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Entering Unmasked Estep 
Score: -2311737.500000 Penalty: 1593.669434
	Iteration 0F: 2 clusters Score -2311738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2299275.500000 Penalty: 3187.338867
	Iteration 0F: 3 clusters Score -2299276 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2304329.000000 Penalty: 3187.338867
	Iteration 1F: 3 clusters Score -2304329 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2305486.000000 Penalty: 3187.338867
	Iteration 2F: 3 clusters Score -2305486 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2307224.500000 Penalty: 3187.338867
	Iteration 3F: 3 clusters Score -2307224 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2308960.750000 Penalty: 3187.338867
	Iteration 4F: 3 clusters Score -2308961 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2310048.250000 Penalty: 3187.338867
	Iteration 5F: 3 clusters Score -2310048 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2310519.750000 Penalty: 3187.338867
	Iteration 6F: 3 clusters Score -2310520 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2310715.000000 Penalty: 3187.338867
	Iteration 7Q: 3 clusters Score -2310715 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2310774.000000 Penalty: 3187.338867
	Iteration 8Q: 3 clusters Score -2310774 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2310808.000000 Penalty: 3187.338867
	Iteration 9Q: 3 clusters Score -2310808 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2310822.000000 Penalty: 3187.338867
	Iteration 10Q: 3 clusters Score -2310822 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2310827.000000 Penalty: 3187.338867
	Iteration 11Q: 3 clusters Score -2310827 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2310833.750000 Penalty: 3187.338867
	Iteration 12Q: 3 clusters Score -2310834 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2310842.000000 Penalty: 3187.338867
	Iteration 13Q: 3 clusters Score -2310842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2310840.250000 Penalty: 3187.338867
	Iteration 14Q: 3 clusters Score -2310840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2310836.750000 Penalty: 3187.338867
	Iteration 15Q: 3 clusters Score -2310837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2310840.750000 Penalty: 3187.338867
	Iteration 16Q: 3 clusters Score -2310841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2310841.250000 Penalty: 3187.338867
	Iteration 17Q: 3 clusters Score -2310841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2310842.000000 Penalty: 3187.338867
	Iteration 18Q: 3 clusters Score -2310842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2310842.250000 Penalty: 3187.338867
	Iteration 19Q: 3 clusters Score -2310842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2310846.000000 Penalty: 3187.338867
	Iteration 20F: 3 clusters Score -2310846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2310843.000000 Penalty: 3187.338867
	Iteration 21Q: 3 clusters Score -2310843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2310844.750000 Penalty: 3187.338867
	Iteration 22Q: 3 clusters Score -2310845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2310841.500000 Penalty: 3187.338867
	Iteration 23Q: 3 clusters Score -2310842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2310845.250000 Penalty: 3187.338867
	Iteration 24Q: 3 clusters Score -2310845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2310842.750000 Penalty: 3187.338867
	Iteration 25Q: 3 clusters Score -2310843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2310844.750000 Penalty: 3187.338867
	Iteration 26Q: 3 clusters Score -2310845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2310845.250000 Penalty: 3187.338867
	Iteration 27Q: 3 clusters Score -2310845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2310840.500000 Penalty: 3187.338867
	Iteration 28Q: 3 clusters Score -2310840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2310848.500000 Penalty: 3187.338867
	Iteration 29Q: 3 clusters Score -2310848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2310849.000000 Penalty: 3187.338867
	Iteration 30Q: 3 clusters Score -2310849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2310849.250000 Penalty: 3187.338867
	Iteration 31Q: 3 clusters Score -2310849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2310849.250000 Penalty: 3187.338867
	Iteration 32F: 3 clusters Score -2310849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -108219.648438 Penalty: 1098.190308
	Iteration 0F: 2 clusters Score -108219.6 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 435 members 
Entering Unmasked Estep 
Score: -106872.953125 Penalty: 2196.380615
	Iteration 0F: 3 clusters Score -106873 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -107123.648438 Penalty: 2196.380615
	Iteration 1F: 3 clusters Score -107123.6 nChanged 73
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: -107205.921875 Penalty: 2196.380615
	Iteration 2F: 3 clusters Score -107205.9 nChanged 36
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: -107247.320312 Penalty: 2196.380615
	Iteration 3Q: 3 clusters Score -107247.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -107263.671875 Penalty: 2196.380615
	Iteration 4Q: 3 clusters Score -107263.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -107273.101562 Penalty: 2196.380615
	Iteration 5Q: 3 clusters Score -107273.1 nChanged 7
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: -107281.046875 Penalty: 2196.380615
	Iteration 6Q: 3 clusters Score -107281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -107290.875000 Penalty: 2196.380615
	Iteration 7Q: 3 clusters Score -107290.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -107295.085938 Penalty: 2196.380615
	Iteration 8Q: 3 clusters Score -107295.1 nChanged 3
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: -107300.398438 Penalty: 2196.380615
	Iteration 9Q: 3 clusters Score -107300.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -107303.351562 Penalty: 2196.380615
	Iteration 10Q: 3 clusters Score -107303.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -107304.179688 Penalty: 2196.380615
	Iteration 11Q: 3 clusters Score -107304.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -107307.835938 Penalty: 2196.380615
	Iteration 12Q: 3 clusters Score -107307.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -107308.898438 Penalty: 2196.380615
	Iteration 13Q: 3 clusters Score -107308.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -107308.898438 Penalty: 2196.380615
	Iteration 14F: 3 clusters Score -107308.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -51465.945312 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -51465.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50530.328125 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -50530.33 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50625.503906 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -50625.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50650.859375 Penalty: 1876.729248
	Iteration 2Q: 3 clusters Score -50650.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50663.812500 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -50663.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50670.695312 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -50670.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50673.398438 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -50673.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50673.398438 Penalty: 1876.729248
	Iteration 6F: 3 clusters Score -50673.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -33972.929688 Penalty: 969.914978
	Iteration 0F: 2 clusters Score -33972.93 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 200 members 
Entering Unmasked Estep 
Score: -33069.398438 Penalty: 1939.829956
	Iteration 0F: 3 clusters Score -33069.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33247.332031 Penalty: 1939.829956
	Iteration 1F: 3 clusters Score -33247.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33298.085938 Penalty: 1939.829956
	Iteration 2F: 3 clusters Score -33298.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33337.554688 Penalty: 1939.829956
	Iteration 3Q: 3 clusters Score -33337.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33352.445312 Penalty: 1939.829956
	Iteration 4Q: 3 clusters Score -33352.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33356.578125 Penalty: 1939.829956
	Iteration 5Q: 3 clusters Score -33356.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33357.902344 Penalty: 1939.829956
	Iteration 6Q: 3 clusters Score -33357.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33357.902344 Penalty: 1939.829956
	Iteration 7F: 3 clusters Score -33357.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -31939.314453 Penalty: 953.760742
	Iteration 0F: 2 clusters Score -31939.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31169.595703 Penalty: 1907.521484
	Iteration 0F: 3 clusters Score -31169.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31412.828125 Penalty: 1907.521484
	Iteration 1F: 3 clusters Score -31412.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31464.011719 Penalty: 1907.521484
	Iteration 2F: 3 clusters Score -31464.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31473.017578 Penalty: 1907.521484
	Iteration 3Q: 3 clusters Score -31473.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31484.638672 Penalty: 1907.521484
	Iteration 4Q: 3 clusters Score -31484.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31494.474609 Penalty: 1907.521484
	Iteration 5Q: 3 clusters Score -31494.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31505.341797 Penalty: 1907.521484
	Iteration 6Q: 3 clusters Score -31505.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31516.855469 Penalty: 1907.521484
	Iteration 7Q: 3 clusters Score -31516.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31520.117188 Penalty: 1907.521484
	Iteration 8Q: 3 clusters Score -31520.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -31520.117188 Penalty: 1907.521484
	Iteration 9F: 3 clusters Score -31520.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Entering Unmasked Estep 
Score: -424560.218750 Penalty: 1322.943359
	Iteration 0F: 2 clusters Score -424560.2 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 1691 members 
Entering Unmasked Estep 
Score: -421567.500000 Penalty: 2645.886719
	Iteration 0F: 3 clusters Score -421567.5 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -422485.406250 Penalty: 2645.886719
	Iteration 1F: 3 clusters Score -422485.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -422898.281250 Penalty: 2645.886719
	Iteration 2F: 3 clusters Score -422898.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -423277.781250 Penalty: 2645.886719
	Iteration 3F: 3 clusters Score -423277.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -423567.093750 Penalty: 2645.886719
	Iteration 4F: 3 clusters Score -423567.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -423726.968750 Penalty: 2645.886719
	Iteration 5F: 3 clusters Score -423727 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -423811.562500 Penalty: 2645.886719
	Iteration 6Q: 3 clusters Score -423811.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -423867.843750 Penalty: 2645.886719
	Iteration 7Q: 3 clusters Score -423867.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -423905.812500 Penalty: 2645.886719
	Iteration 8Q: 3 clusters Score -423905.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -423926.156250 Penalty: 2645.886719
	Iteration 9Q: 3 clusters Score -423926.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -423949.937500 Penalty: 2645.886719
	Iteration 10Q: 3 clusters Score -423949.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -423966.500000 Penalty: 2645.886719
	Iteration 11Q: 3 clusters Score -423966.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -423978.093750 Penalty: 2645.886719
	Iteration 12Q: 3 clusters Score -423978.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -423988.750000 Penalty: 2645.886719
	Iteration 13Q: 3 clusters Score -423988.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -423994.062500 Penalty: 2645.886719
	Iteration 14Q: 3 clusters Score -423994.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -424001.031250 Penalty: 2645.886719
	Iteration 15Q: 3 clusters Score -424001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -424005.687500 Penalty: 2645.886719
	Iteration 16Q: 3 clusters Score -424005.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -424006.812500 Penalty: 2645.886719
	Iteration 17Q: 3 clusters Score -424006.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -424008.625000 Penalty: 2645.886719
	Iteration 18Q: 3 clusters Score -424008.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -424009.062500 Penalty: 2645.886719
	Iteration 19Q: 3 clusters Score -424009.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -424009.062500 Penalty: 2645.886719
	Iteration 20F: 3 clusters Score -424009.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50318 members 
Mstep: Class 3 contains 34876 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113101 members 
Mstep: Class 6 contains 11242 members 
Mstep: Class 7 contains 217 members 
Mstep: Class 8 contains 60282 members 
Mstep: Class 9 contains 81250 members 
Mstep: Class 10 contains 45103 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18164 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013356.000000 Penalty: 37888.101562
Iteration 119Q: 19 clusters Score -5.401336e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50317 members 
Mstep: Class 3 contains 34873 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113101 members 
Mstep: Class 6 contains 11244 members 
Mstep: Class 7 contains 217 members 
Mstep: Class 8 contains 60298 members 
Mstep: Class 9 contains 81202 members 
Mstep: Class 10 contains 45136 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18166 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013320.000000 Penalty: 37888.101562
Iteration 120F: 19 clusters Score -5.401332e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50318 members 
Mstep: Class 3 contains 34877 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113109 members 
Mstep: Class 6 contains 11244 members 
Mstep: Class 7 contains 219 members 
Mstep: Class 8 contains 60281 members 
Mstep: Class 9 contains 81157 members 
Mstep: Class 10 contains 45185 members 
Mstep: Class 11 contains 175 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18166 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013324.000000 Penalty: 37888.101562
Iteration 121Q: 19 clusters Score -5.401332e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50317 members 
Mstep: Class 3 contains 34884 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113115 members 
Mstep: Class 6 contains 11244 members 
Mstep: Class 7 contains 222 members 
Mstep: Class 8 contains 60262 members 
Mstep: Class 9 contains 81116 members 
Mstep: Class 10 contains 45234 members 
Mstep: Class 11 contains 172 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18165 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013400.000000 Penalty: 37888.101562
Iteration 122Q: 19 clusters Score -5.40134e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50307 members 
Mstep: Class 3 contains 34889 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113107 members 
Mstep: Class 6 contains 11247 members 
Mstep: Class 7 contains 225 members 
Mstep: Class 8 contains 60247 members 
Mstep: Class 9 contains 81093 members 
Mstep: Class 10 contains 45284 members 
Mstep: Class 11 contains 169 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18163 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013456.000000 Penalty: 37888.101562
Iteration 123Q: 19 clusters Score -5.401346e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50298 members 
Mstep: Class 3 contains 34891 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113108 members 
Mstep: Class 6 contains 11245 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 60225 members 
Mstep: Class 9 contains 81064 members 
Mstep: Class 10 contains 45342 members 
Mstep: Class 11 contains 166 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18165 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013464.000000 Penalty: 37888.101562
Iteration 124Q: 19 clusters Score -5.401346e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50298 members 
Mstep: Class 3 contains 34894 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113103 members 
Mstep: Class 6 contains 11246 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 60209 members 
Mstep: Class 9 contains 81029 members 
Mstep: Class 10 contains 45394 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 18166 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013536.000000 Penalty: 37888.101562
Iteration 125Q: 19 clusters Score -5.401354e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50296 members 
Mstep: Class 3 contains 34902 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113082 members 
Mstep: Class 6 contains 11253 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 60186 members 
Mstep: Class 9 contains 81009 members 
Mstep: Class 10 contains 45445 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 18166 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013524.000000 Penalty: 37888.101562
Iteration 126Q: 19 clusters Score -5.401352e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50292 members 
Mstep: Class 3 contains 34910 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113059 members 
Mstep: Class 6 contains 11254 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 60187 members 
Mstep: Class 9 contains 80984 members 
Mstep: Class 10 contains 45486 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 18167 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013612.000000 Penalty: 37888.101562
Iteration 127Q: 19 clusters Score -5.401361e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50286 members 
Mstep: Class 3 contains 34913 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113060 members 
Mstep: Class 6 contains 11252 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 60193 members 
Mstep: Class 9 contains 80950 members 
Mstep: Class 10 contains 45517 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18167 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013604.000000 Penalty: 37888.101562
Iteration 128Q: 19 clusters Score -5.40136e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50285 members 
Mstep: Class 3 contains 34919 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113049 members 
Mstep: Class 6 contains 11251 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 60199 members 
Mstep: Class 9 contains 80920 members 
Mstep: Class 10 contains 45548 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18167 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013656.000000 Penalty: 37888.101562
Iteration 129Q: 19 clusters Score -5.401366e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50282 members 
Mstep: Class 3 contains 34920 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113040 members 
Mstep: Class 6 contains 11251 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 60172 members 
Mstep: Class 9 contains 80906 members 
Mstep: Class 10 contains 45600 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18167 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013664.000000 Penalty: 37888.101562
Iteration 130Q: 19 clusters Score -5.401366e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50284 members 
Mstep: Class 3 contains 34920 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113045 members 
Mstep: Class 6 contains 11251 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 60147 members 
Mstep: Class 9 contains 80875 members 
Mstep: Class 10 contains 45647 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18169 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013696.000000 Penalty: 37888.101562
Iteration 131Q: 19 clusters Score -5.40137e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50286 members 
Mstep: Class 3 contains 34925 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113050 members 
Mstep: Class 6 contains 11252 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 60115 members 
Mstep: Class 9 contains 80847 members 
Mstep: Class 10 contains 45692 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18171 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013660.000000 Penalty: 37888.101562
Iteration 132Q: 19 clusters Score -5.401366e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50286 members 
Mstep: Class 3 contains 34924 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113051 members 
Mstep: Class 6 contains 11254 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 60085 members 
Mstep: Class 9 contains 80820 members 
Mstep: Class 10 contains 45746 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 768 members 
Mstep: Class 13 contains 18172 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013580.000000 Penalty: 37888.101562
Iteration 133Q: 19 clusters Score -5.401358e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50285 members 
Mstep: Class 3 contains 34921 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113058 members 
Mstep: Class 6 contains 11255 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 60059 members 
Mstep: Class 9 contains 80796 members 
Mstep: Class 10 contains 45794 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 18171 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013508.000000 Penalty: 37888.101562
Iteration 134Q: 19 clusters Score -5.401351e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50287 members 
Mstep: Class 3 contains 34919 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113067 members 
Mstep: Class 6 contains 11256 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 60023 members 
Mstep: Class 9 contains 80777 members 
Mstep: Class 10 contains 45837 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 18172 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013488.000000 Penalty: 37888.101562
Iteration 135Q: 19 clusters Score -5.401349e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50297 members 
Mstep: Class 3 contains 34919 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113068 members 
Mstep: Class 6 contains 11259 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59991 members 
Mstep: Class 9 contains 80744 members 
Mstep: Class 10 contains 45889 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 18171 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013476.000000 Penalty: 37888.101562
Iteration 136Q: 19 clusters Score -5.401348e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50294 members 
Mstep: Class 3 contains 34924 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113076 members 
Mstep: Class 6 contains 11257 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59958 members 
Mstep: Class 9 contains 80715 members 
Mstep: Class 10 contains 45941 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 18173 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013528.000000 Penalty: 37888.101562
Iteration 137Q: 19 clusters Score -5.401353e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50297 members 
Mstep: Class 3 contains 34922 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113067 members 
Mstep: Class 6 contains 11262 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59933 members 
Mstep: Class 9 contains 80679 members 
Mstep: Class 10 contains 46005 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 18173 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013612.000000 Penalty: 37888.101562
Iteration 138Q: 19 clusters Score -5.401361e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50303 members 
Mstep: Class 3 contains 34924 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113067 members 
Mstep: Class 6 contains 11264 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59886 members 
Mstep: Class 9 contains 80653 members 
Mstep: Class 10 contains 46067 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 18174 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013668.000000 Penalty: 37888.101562
Iteration 139Q: 19 clusters Score -5.401367e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50313 members 
Mstep: Class 3 contains 34927 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113064 members 
Mstep: Class 6 contains 11263 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59838 members 
Mstep: Class 9 contains 80640 members 
Mstep: Class 10 contains 46117 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 18176 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013636.000000 Penalty: 37888.101562
Iteration 140F: 19 clusters Score -5.401364e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50323 members 
Mstep: Class 3 contains 34929 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113063 members 
Mstep: Class 6 contains 11265 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59772 members 
Mstep: Class 9 contains 80626 members 
Mstep: Class 10 contains 46179 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 18181 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013624.000000 Penalty: 37888.101562
Iteration 141Q: 19 clusters Score -5.401362e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50317 members 
Mstep: Class 3 contains 34930 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113062 members 
Mstep: Class 6 contains 11267 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59728 members 
Mstep: Class 9 contains 80610 members 
Mstep: Class 10 contains 46239 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 18185 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013672.000000 Penalty: 37888.101562
Iteration 142Q: 19 clusters Score -5.401367e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50319 members 
Mstep: Class 3 contains 34933 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113067 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59675 members 
Mstep: Class 9 contains 80597 members 
Mstep: Class 10 contains 46292 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 18186 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013780.000000 Penalty: 37888.101562
Iteration 143Q: 19 clusters Score -5.401378e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50321 members 
Mstep: Class 3 contains 34934 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113073 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59637 members 
Mstep: Class 9 contains 80574 members 
Mstep: Class 10 contains 46341 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 18189 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013776.000000 Penalty: 37888.101562
Iteration 144Q: 19 clusters Score -5.401378e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50320 members 
Mstep: Class 3 contains 34940 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113060 members 
Mstep: Class 6 contains 11266 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59613 members 
Mstep: Class 9 contains 80548 members 
Mstep: Class 10 contains 46399 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 18192 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013776.000000 Penalty: 37888.101562
Iteration 145Q: 19 clusters Score -5.401378e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50306 members 
Mstep: Class 3 contains 34942 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113058 members 
Mstep: Class 6 contains 11265 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59586 members 
Mstep: Class 9 contains 80533 members 
Mstep: Class 10 contains 46450 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 18198 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013744.000000 Penalty: 37888.101562
Iteration 146Q: 19 clusters Score -5.401374e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50298 members 
Mstep: Class 3 contains 34940 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113064 members 
Mstep: Class 6 contains 11266 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59556 members 
Mstep: Class 9 contains 80519 members 
Mstep: Class 10 contains 46496 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 18199 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013764.000000 Penalty: 37888.101562
Iteration 147Q: 19 clusters Score -5.401376e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50290 members 
Mstep: Class 3 contains 34940 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113051 members 
Mstep: Class 6 contains 11267 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59544 members 
Mstep: Class 9 contains 80509 members 
Mstep: Class 10 contains 46537 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 18200 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013788.000000 Penalty: 37888.101562
Iteration 148Q: 19 clusters Score -5.401379e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50285 members 
Mstep: Class 3 contains 34938 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113055 members 
Mstep: Class 6 contains 11265 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59531 members 
Mstep: Class 9 contains 80494 members 
Mstep: Class 10 contains 46570 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 18200 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013796.000000 Penalty: 37888.101562
Iteration 149Q: 19 clusters Score -5.40138e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50286 members 
Mstep: Class 3 contains 34943 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113050 members 
Mstep: Class 6 contains 11266 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59502 members 
Mstep: Class 9 contains 80481 members 
Mstep: Class 10 contains 46606 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 18205 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013756.000000 Penalty: 37888.101562
Iteration 150Q: 19 clusters Score -5.401376e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50288 members 
Mstep: Class 3 contains 34946 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113022 members 
Mstep: Class 6 contains 11263 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59496 members 
Mstep: Class 9 contains 80466 members 
Mstep: Class 10 contains 46645 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 18213 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013752.000000 Penalty: 37888.101562
Iteration 151Q: 19 clusters Score -5.401375e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50284 members 
Mstep: Class 3 contains 34947 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 113002 members 
Mstep: Class 6 contains 11263 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59489 members 
Mstep: Class 9 contains 80455 members 
Mstep: Class 10 contains 46677 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 18220 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013724.000000 Penalty: 37888.101562
Iteration 152Q: 19 clusters Score -5.401372e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50283 members 
Mstep: Class 3 contains 34952 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 112981 members 
Mstep: Class 6 contains 11263 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59483 members 
Mstep: Class 9 contains 80441 members 
Mstep: Class 10 contains 46712 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 18221 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013840.000000 Penalty: 37888.101562
Iteration 153Q: 19 clusters Score -5.401384e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50280 members 
Mstep: Class 3 contains 34957 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 112979 members 
Mstep: Class 6 contains 11262 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59478 members 
Mstep: Class 9 contains 80403 members 
Mstep: Class 10 contains 46755 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 18222 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013776.000000 Penalty: 37888.101562
Iteration 154Q: 19 clusters Score -5.401378e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50283 members 
Mstep: Class 3 contains 34958 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 112980 members 
Mstep: Class 6 contains 11261 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59480 members 
Mstep: Class 9 contains 80367 members 
Mstep: Class 10 contains 46786 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 18221 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013660.000000 Penalty: 37888.101562
Iteration 155Q: 19 clusters Score -5.401366e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50283 members 
Mstep: Class 3 contains 34957 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 112986 members 
Mstep: Class 6 contains 11261 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59480 members 
Mstep: Class 9 contains 80340 members 
Mstep: Class 10 contains 46810 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 18220 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013684.000000 Penalty: 37888.101562
Iteration 156Q: 19 clusters Score -5.401368e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50284 members 
Mstep: Class 3 contains 34953 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 112974 members 
Mstep: Class 6 contains 11262 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59487 members 
Mstep: Class 9 contains 80313 members 
Mstep: Class 10 contains 46846 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 18218 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013736.000000 Penalty: 37888.101562
Iteration 157Q: 19 clusters Score -5.401374e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50276 members 
Mstep: Class 3 contains 34957 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 112975 members 
Mstep: Class 6 contains 11261 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59483 members 
Mstep: Class 9 contains 80291 members 
Mstep: Class 10 contains 46877 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 18217 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013696.000000 Penalty: 37888.101562
Iteration 158Q: 19 clusters Score -5.40137e+07 nChanged 128
Entering ConstructFrom: 
Score: -54013696.000000 Penalty: 37888.101562
Entering ConstructFrom: 
Trying to split cluster 1 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -83825.460938 Penalty: 1088.468506
	Iteration 0F: 2 clusters Score -83825.46 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 402 members 
Entering Unmasked Estep 
Score: -82574.992188 Penalty: 2176.937012
	Iteration 0F: 3 clusters Score -82574.99 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -82914.203125 Penalty: 2176.937012
	Iteration 1F: 3 clusters Score -82914.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -83179.773438 Penalty: 2176.937012
	Iteration 2F: 3 clusters Score -83179.77 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -83511.843750 Penalty: 2176.937012
	Iteration 3F: 3 clusters Score -83511.84 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -83904.585938 Penalty: 2176.937012
	Iteration 4F: 3 clusters Score -83904.59 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -84249.656250 Penalty: 2176.937012
	Iteration 5F: 3 clusters Score -84249.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -84348.945312 Penalty: 2176.937012
	Iteration 6Q: 3 clusters Score -84348.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -84370.531250 Penalty: 2176.937012
	Iteration 7Q: 3 clusters Score -84370.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -84380.460938 Penalty: 2176.937012
	Iteration 8Q: 3 clusters Score -84380.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -84381.164062 Penalty: 2176.937012
	Iteration 9Q: 3 clusters Score -84381.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -84381.164062 Penalty: 2176.937012
	Iteration 10F: 3 clusters Score -84381.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 50270 members 
Mstep: Class 3 contains 34958 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 112972 members 
Mstep: Class 6 contains 11261 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 80274 members 
Mstep: Class 10 contains 46912 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 18217 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 468 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3434 members 
Entering Unmasked Estep 
Score: -54013284.000000 Penalty: 39992.996094
Splitting cluster 1 changes total score from -54013696.000000 to -54013284.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (50270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Entering Unmasked Estep 
Score: -6539297.500000 Penalty: 1759.089111
	Iteration 0F: 2 clusters Score -6539298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -6505989.000000 Penalty: 3518.178223
	Iteration 0F: 3 clusters Score -6505989 nChanged 23406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -6519457.500000 Penalty: 3518.178223
	Iteration 1F: 3 clusters Score -6519458 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -6520156.500000 Penalty: 3518.178223
	Iteration 2Q: 3 clusters Score -6520156 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -6521063.000000 Penalty: 3518.178223
	Iteration 3Q: 3 clusters Score -6521063 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -6522243.500000 Penalty: 3518.178223
	Iteration 4F: 3 clusters Score -6522244 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -6523851.500000 Penalty: 3518.178223
	Iteration 5F: 3 clusters Score -6523852 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -6526040.500000 Penalty: 3518.178223
	Iteration 6F: 3 clusters Score -6526040 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -6528557.000000 Penalty: 3518.178223
	Iteration 7F: 3 clusters Score -6528557 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -6530958.500000 Penalty: 3518.178223
	Iteration 8F: 3 clusters Score -6530958 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -6532941.000000 Penalty: 3518.178223
	Iteration 9Q: 3 clusters Score -6532941 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -6534246.000000 Penalty: 3518.178223
	Iteration 10Q: 3 clusters Score -6534246 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -6535105.500000 Penalty: 3518.178223
	Iteration 11Q: 3 clusters Score -6535106 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -6535689.500000 Penalty: 3518.178223
	Iteration 12Q: 3 clusters Score -6535690 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -6536115.500000 Penalty: 3518.178223
	Iteration 13Q: 3 clusters Score -6536116 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -6536482.500000 Penalty: 3518.178223
	Iteration 14Q: 3 clusters Score -6536482 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -6536800.000000 Penalty: 3518.178223
	Iteration 15Q: 3 clusters Score -6536800 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -6537055.500000 Penalty: 3518.178223
	Iteration 16Q: 3 clusters Score -6537056 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6537284.500000 Penalty: 3518.178223
	Iteration 17Q: 3 clusters Score -6537284 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6537421.000000 Penalty: 3518.178223
	Iteration 18Q: 3 clusters Score -6537421 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6537544.000000 Penalty: 3518.178223
	Iteration 19Q: 3 clusters Score -6537544 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49415 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6537626.500000 Penalty: 3518.178223
	Iteration 20F: 3 clusters Score -6537626 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6537686.500000 Penalty: 3518.178223
	Iteration 21Q: 3 clusters Score -6537686 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6537741.000000 Penalty: 3518.178223
	Iteration 22Q: 3 clusters Score -6537741 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6537776.000000 Penalty: 3518.178223
	Iteration 23Q: 3 clusters Score -6537776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6537804.500000 Penalty: 3518.178223
	Iteration 24Q: 3 clusters Score -6537804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6537826.500000 Penalty: 3518.178223
	Iteration 25Q: 3 clusters Score -6537826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6537852.000000 Penalty: 3518.178223
	Iteration 26Q: 3 clusters Score -6537852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6537848.500000 Penalty: 3518.178223
	Iteration 27Q: 3 clusters Score -6537848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49763 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6537863.000000 Penalty: 3518.178223
	Iteration 28Q: 3 clusters Score -6537863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6537869.500000 Penalty: 3518.178223
	Iteration 29Q: 3 clusters Score -6537870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6537884.000000 Penalty: 3518.178223
	Iteration 30Q: 3 clusters Score -6537884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6537892.500000 Penalty: 3518.178223
	Iteration 31Q: 3 clusters Score -6537892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6537897.000000 Penalty: 3518.178223
	Iteration 32Q: 3 clusters Score -6537897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6537901.000000 Penalty: 3518.178223
	Iteration 33Q: 3 clusters Score -6537901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6537899.500000 Penalty: 3518.178223
	Iteration 34Q: 3 clusters Score -6537900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6537902.000000 Penalty: 3518.178223
	Iteration 35Q: 3 clusters Score -6537902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6537912.500000 Penalty: 3518.178223
	Iteration 36Q: 3 clusters Score -6537912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6537907.500000 Penalty: 3518.178223
	Iteration 37Q: 3 clusters Score -6537908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6537916.000000 Penalty: 3518.178223
	Iteration 38Q: 3 clusters Score -6537916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49844 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6537919.000000 Penalty: 3518.178223
	Iteration 39Q: 3 clusters Score -6537919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6537923.000000 Penalty: 3518.178223
	Iteration 40F: 3 clusters Score -6537923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6537923.000000 Penalty: 3518.178223
	Iteration 41Q: 3 clusters Score -6537923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6537920.500000 Penalty: 3518.178223
	Iteration 42Q: 3 clusters Score -6537920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6537919.000000 Penalty: 3518.178223
	Iteration 43Q: 3 clusters Score -6537919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6537917.000000 Penalty: 3518.178223
	Iteration 44Q: 3 clusters Score -6537917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6537917.000000 Penalty: 3518.178223
	Iteration 45F: 3 clusters Score -6537917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Entering Unmasked Estep 
Score: -4562290.000000 Penalty: 1700.059204
	Iteration 0F: 2 clusters Score -4562290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -4538904.000000 Penalty: 3400.118408
	Iteration 0F: 3 clusters Score -4538904 nChanged 16243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -4548006.500000 Penalty: 3400.118408
	Iteration 1F: 3 clusters Score -4548006 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -4548378.000000 Penalty: 3400.118408
	Iteration 2Q: 3 clusters Score -4548378 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -4548739.000000 Penalty: 3400.118408
	Iteration 3Q: 3 clusters Score -4548739 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -4549106.500000 Penalty: 3400.118408
	Iteration 4Q: 3 clusters Score -4549106 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -4549532.000000 Penalty: 3400.118408
	Iteration 5Q: 3 clusters Score -4549532 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -4550074.500000 Penalty: 3400.118408
	Iteration 6Q: 3 clusters Score -4550074 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -4550781.500000 Penalty: 3400.118408
	Iteration 7Q: 3 clusters Score -4550782 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -4551780.000000 Penalty: 3400.118408
	Iteration 8Q: 3 clusters Score -4551780 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -4553088.500000 Penalty: 3400.118408
	Iteration 9F: 3 clusters Score -4553088 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -4554525.500000 Penalty: 3400.118408
	Iteration 10F: 3 clusters Score -4554526 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -4555665.500000 Penalty: 3400.118408
	Iteration 11F: 3 clusters Score -4555666 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -4556360.000000 Penalty: 3400.118408
	Iteration 12Q: 3 clusters Score -4556360 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -4556790.000000 Penalty: 3400.118408
	Iteration 13Q: 3 clusters Score -4556790 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -4557077.500000 Penalty: 3400.118408
	Iteration 14Q: 3 clusters Score -4557078 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -4557251.000000 Penalty: 3400.118408
	Iteration 15Q: 3 clusters Score -4557251 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -4557406.000000 Penalty: 3400.118408
	Iteration 16Q: 3 clusters Score -4557406 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -4557565.500000 Penalty: 3400.118408
	Iteration 17Q: 3 clusters Score -4557566 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -4557738.000000 Penalty: 3400.118408
	Iteration 18Q: 3 clusters Score -4557738 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -4557937.500000 Penalty: 3400.118408
	Iteration 19Q: 3 clusters Score -4557938 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -4558136.500000 Penalty: 3400.118408
	Iteration 20F: 3 clusters Score -4558136 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -4558351.500000 Penalty: 3400.118408
	Iteration 21Q: 3 clusters Score -4558352 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -4558556.500000 Penalty: 3400.118408
	Iteration 22Q: 3 clusters Score -4558556 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -4558744.000000 Penalty: 3400.118408
	Iteration 23Q: 3 clusters Score -4558744 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -4558929.500000 Penalty: 3400.118408
	Iteration 24Q: 3 clusters Score -4558930 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -4559157.000000 Penalty: 3400.118408
	Iteration 25Q: 3 clusters Score -4559157 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -4559361.500000 Penalty: 3400.118408
	Iteration 26Q: 3 clusters Score -4559362 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -4559529.000000 Penalty: 3400.118408
	Iteration 27Q: 3 clusters Score -4559529 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -4559687.500000 Penalty: 3400.118408
	Iteration 28Q: 3 clusters Score -4559688 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4559842.000000 Penalty: 3400.118408
	Iteration 29Q: 3 clusters Score -4559842 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -4559981.000000 Penalty: 3400.118408
	Iteration 30Q: 3 clusters Score -4559981 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4560125.500000 Penalty: 3400.118408
	Iteration 31Q: 3 clusters Score -4560126 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4560252.000000 Penalty: 3400.118408
	Iteration 32Q: 3 clusters Score -4560252 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4560337.500000 Penalty: 3400.118408
	Iteration 33Q: 3 clusters Score -4560338 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4560431.500000 Penalty: 3400.118408
	Iteration 34Q: 3 clusters Score -4560432 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4560510.500000 Penalty: 3400.118408
	Iteration 35Q: 3 clusters Score -4560510 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4560578.500000 Penalty: 3400.118408
	Iteration 36Q: 3 clusters Score -4560578 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4560626.500000 Penalty: 3400.118408
	Iteration 37Q: 3 clusters Score -4560626 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4560670.000000 Penalty: 3400.118408
	Iteration 38Q: 3 clusters Score -4560670 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4560709.000000 Penalty: 3400.118408
	Iteration 39Q: 3 clusters Score -4560709 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4560725.000000 Penalty: 3400.118408
	Iteration 40F: 3 clusters Score -4560725 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4560746.500000 Penalty: 3400.118408
	Iteration 41Q: 3 clusters Score -4560746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4560758.500000 Penalty: 3400.118408
	Iteration 42Q: 3 clusters Score -4560758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4560779.500000 Penalty: 3400.118408
	Iteration 43Q: 3 clusters Score -4560780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4560790.000000 Penalty: 3400.118408
	Iteration 44Q: 3 clusters Score -4560790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4560798.500000 Penalty: 3400.118408
	Iteration 45Q: 3 clusters Score -4560798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4560802.500000 Penalty: 3400.118408
	Iteration 46Q: 3 clusters Score -4560802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4560819.500000 Penalty: 3400.118408
	Iteration 47Q: 3 clusters Score -4560820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4560824.000000 Penalty: 3400.118408
	Iteration 48Q: 3 clusters Score -4560824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4560830.000000 Penalty: 3400.118408
	Iteration 49Q: 3 clusters Score -4560830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4560832.000000 Penalty: 3400.118408
	Iteration 50Q: 3 clusters Score -4560832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4560833.500000 Penalty: 3400.118408
	Iteration 51Q: 3 clusters Score -4560834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4560837.500000 Penalty: 3400.118408
	Iteration 52Q: 3 clusters Score -4560838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4560842.000000 Penalty: 3400.118408
	Iteration 53Q: 3 clusters Score -4560842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4560848.000000 Penalty: 3400.118408
	Iteration 54Q: 3 clusters Score -4560848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4560852.000000 Penalty: 3400.118408
	Iteration 55Q: 3 clusters Score -4560852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4560858.000000 Penalty: 3400.118408
	Iteration 56Q: 3 clusters Score -4560858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4560860.500000 Penalty: 3400.118408
	Iteration 57Q: 3 clusters Score -4560860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4560875.000000 Penalty: 3400.118408
	Iteration 58Q: 3 clusters Score -4560875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4560878.000000 Penalty: 3400.118408
	Iteration 59Q: 3 clusters Score -4560878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4560878.500000 Penalty: 3400.118408
	Iteration 60F: 3 clusters Score -4560878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4560876.500000 Penalty: 3400.118408
	Iteration 61Q: 3 clusters Score -4560876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4560884.000000 Penalty: 3400.118408
	Iteration 62Q: 3 clusters Score -4560884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4560884.000000 Penalty: 3400.118408
	Iteration 63F: 3 clusters Score -4560884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -51807.691406 Penalty: 994.905090
	Iteration 0F: 2 clusters Score -51807.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50832.027344 Penalty: 1989.810181
	Iteration 0F: 3 clusters Score -50832.03 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51025.289062 Penalty: 1989.810181
	Iteration 1F: 3 clusters Score -51025.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51089.515625 Penalty: 1989.810181
	Iteration 2F: 3 clusters Score -51089.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51136.398438 Penalty: 1989.810181
	Iteration 3Q: 3 clusters Score -51136.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51185.652344 Penalty: 1989.810181
	Iteration 4Q: 3 clusters Score -51185.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51221.277344 Penalty: 1989.810181
	Iteration 5Q: 3 clusters Score -51221.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51262.265625 Penalty: 1989.810181
	Iteration 6Q: 3 clusters Score -51262.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51319.937500 Penalty: 1989.810181
	Iteration 7Q: 3 clusters Score -51319.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51411.921875 Penalty: 1989.810181
	Iteration 8Q: 3 clusters Score -51411.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51435.175781 Penalty: 1989.810181
	Iteration 9Q: 3 clusters Score -51435.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51440.925781 Penalty: 1989.810181
	Iteration 10Q: 3 clusters Score -51440.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51441.910156 Penalty: 1989.810181
	Iteration 11Q: 3 clusters Score -51441.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51441.910156 Penalty: 1989.810181
	Iteration 12F: 3 clusters Score -51441.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (112972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112972 members 
Entering Unmasked Estep 
Score: -14615037.000000 Penalty: 1890.670532
	Iteration 0F: 2 clusters Score -1.461504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 56293 members 
Entering Unmasked Estep 
Score: -14543574.000000 Penalty: 3781.341064
	Iteration 0F: 3 clusters Score -1.454357e+07 nChanged 54261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57552 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -14575954.000000 Penalty: 3781.341064
	Iteration 1F: 3 clusters Score -1.457595e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -14577345.000000 Penalty: 3781.341064
	Iteration 2Q: 3 clusters Score -1.457734e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59483 members 
Mstep: Class 2 contains 53489 members 
Entering Unmasked Estep 
Score: -14579363.000000 Penalty: 3781.341064
	Iteration 3Q: 3 clusters Score -1.457936e+07 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61301 members 
Mstep: Class 2 contains 51671 members 
Entering Unmasked Estep 
Score: -14582278.000000 Penalty: 3781.341064
	Iteration 4F: 3 clusters Score -1.458228e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63982 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -14586618.000000 Penalty: 3781.341064
	Iteration 5F: 3 clusters Score -1.458662e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67512 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -14592925.000000 Penalty: 3781.341064
	Iteration 6F: 3 clusters Score -1.459292e+07 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71322 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -14600285.000000 Penalty: 3781.341064
	Iteration 7F: 3 clusters Score -1.460028e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74738 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -14606474.000000 Penalty: 3781.341064
	Iteration 8F: 3 clusters Score -1.460647e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77383 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -14609884.000000 Penalty: 3781.341064
	Iteration 9Q: 3 clusters Score -1.460988e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79563 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -14611662.000000 Penalty: 3781.341064
	Iteration 10Q: 3 clusters Score -1.461166e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81371 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -14612676.000000 Penalty: 3781.341064
	Iteration 11Q: 3 clusters Score -1.461268e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82798 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -14613178.000000 Penalty: 3781.341064
	Iteration 12Q: 3 clusters Score -1.461318e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83978 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -14613408.000000 Penalty: 3781.341064
	Iteration 13Q: 3 clusters Score -1.461341e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84899 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -14613701.000000 Penalty: 3781.341064
	Iteration 14Q: 3 clusters Score -1.46137e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85710 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -14613894.000000 Penalty: 3781.341064
	Iteration 15Q: 3 clusters Score -1.461389e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86378 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -14614048.000000 Penalty: 3781.341064
	Iteration 16Q: 3 clusters Score -1.461405e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86943 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -14614197.000000 Penalty: 3781.341064
	Iteration 17Q: 3 clusters Score -1.46142e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87420 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -14614371.000000 Penalty: 3781.341064
	Iteration 18Q: 3 clusters Score -1.461437e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87846 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -14614467.000000 Penalty: 3781.341064
	Iteration 19Q: 3 clusters Score -1.461447e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88212 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -14614594.000000 Penalty: 3781.341064
	Iteration 20F: 3 clusters Score -1.461459e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88508 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -14614699.000000 Penalty: 3781.341064
	Iteration 21Q: 3 clusters Score -1.46147e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88782 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -14614726.000000 Penalty: 3781.341064
	Iteration 22Q: 3 clusters Score -1.461473e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89018 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -14614827.000000 Penalty: 3781.341064
	Iteration 23Q: 3 clusters Score -1.461483e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89239 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -14614892.000000 Penalty: 3781.341064
	Iteration 24Q: 3 clusters Score -1.461489e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89445 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -14614957.000000 Penalty: 3781.341064
	Iteration 25Q: 3 clusters Score -1.461496e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89665 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -14615039.000000 Penalty: 3781.341064
	Iteration 26Q: 3 clusters Score -1.461504e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89898 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -14615064.000000 Penalty: 3781.341064
	Iteration 27Q: 3 clusters Score -1.461506e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90092 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -14615132.000000 Penalty: 3781.341064
	Iteration 28Q: 3 clusters Score -1.461513e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90286 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -14615167.000000 Penalty: 3781.341064
	Iteration 29Q: 3 clusters Score -1.461517e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90476 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -14615141.000000 Penalty: 3781.341064
	Iteration 30Q: 3 clusters Score -1.461514e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -14615143.000000 Penalty: 3781.341064
	Iteration 31Q: 3 clusters Score -1.461514e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90827 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -14615164.000000 Penalty: 3781.341064
	Iteration 32Q: 3 clusters Score -1.461516e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90966 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -14615167.000000 Penalty: 3781.341064
	Iteration 33Q: 3 clusters Score -1.461517e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91103 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -14615160.000000 Penalty: 3781.341064
	Iteration 34Q: 3 clusters Score -1.461516e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91244 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -14615144.000000 Penalty: 3781.341064
	Iteration 35Q: 3 clusters Score -1.461514e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91364 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -14615127.000000 Penalty: 3781.341064
	Iteration 36Q: 3 clusters Score -1.461513e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91449 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -14615144.000000 Penalty: 3781.341064
	Iteration 37Q: 3 clusters Score -1.461514e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91530 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -14615142.000000 Penalty: 3781.341064
	Iteration 38Q: 3 clusters Score -1.461514e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91623 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -14615128.000000 Penalty: 3781.341064
	Iteration 39Q: 3 clusters Score -1.461513e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91724 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -14615116.000000 Penalty: 3781.341064
	Iteration 40F: 3 clusters Score -1.461512e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91829 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -14615149.000000 Penalty: 3781.341064
	Iteration 41Q: 3 clusters Score -1.461515e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91935 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -14615176.000000 Penalty: 3781.341064
	Iteration 42Q: 3 clusters Score -1.461518e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92046 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -14615202.000000 Penalty: 3781.341064
	Iteration 43Q: 3 clusters Score -1.46152e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92137 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -14615213.000000 Penalty: 3781.341064
	Iteration 44Q: 3 clusters Score -1.461521e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92233 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -14615273.000000 Penalty: 3781.341064
	Iteration 45Q: 3 clusters Score -1.461527e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92327 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -14615301.000000 Penalty: 3781.341064
	Iteration 46Q: 3 clusters Score -1.46153e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92419 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -14615302.000000 Penalty: 3781.341064
	Iteration 47Q: 3 clusters Score -1.46153e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92509 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -14615322.000000 Penalty: 3781.341064
	Iteration 48Q: 3 clusters Score -1.461532e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92600 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -14615358.000000 Penalty: 3781.341064
	Iteration 49Q: 3 clusters Score -1.461536e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92701 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -14615379.000000 Penalty: 3781.341064
	Iteration 50Q: 3 clusters Score -1.461538e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92800 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -14615401.000000 Penalty: 3781.341064
	Iteration 51Q: 3 clusters Score -1.46154e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92897 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -14615448.000000 Penalty: 3781.341064
	Iteration 52Q: 3 clusters Score -1.461545e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93004 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -14615460.000000 Penalty: 3781.341064
	Iteration 53Q: 3 clusters Score -1.461546e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93115 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -14615467.000000 Penalty: 3781.341064
	Iteration 54Q: 3 clusters Score -1.461547e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93233 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -14615520.000000 Penalty: 3781.341064
	Iteration 55Q: 3 clusters Score -1.461552e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93357 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -14615522.000000 Penalty: 3781.341064
	Iteration 56Q: 3 clusters Score -1.461552e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93484 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -14615532.000000 Penalty: 3781.341064
	Iteration 57Q: 3 clusters Score -1.461553e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93608 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -14615577.000000 Penalty: 3781.341064
	Iteration 58Q: 3 clusters Score -1.461558e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93735 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -14615608.000000 Penalty: 3781.341064
	Iteration 59Q: 3 clusters Score -1.461561e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93855 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -14615627.000000 Penalty: 3781.341064
	Iteration 60F: 3 clusters Score -1.461563e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93973 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -14615642.000000 Penalty: 3781.341064
	Iteration 61Q: 3 clusters Score -1.461564e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94103 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -14615678.000000 Penalty: 3781.341064
	Iteration 62Q: 3 clusters Score -1.461568e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94263 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -14615696.000000 Penalty: 3781.341064
	Iteration 63Q: 3 clusters Score -1.46157e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94431 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -14615679.000000 Penalty: 3781.341064
	Iteration 64Q: 3 clusters Score -1.461568e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94604 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -14615691.000000 Penalty: 3781.341064
	Iteration 65Q: 3 clusters Score -1.461569e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94797 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -14615739.000000 Penalty: 3781.341064
	Iteration 66Q: 3 clusters Score -1.461574e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94987 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -14615783.000000 Penalty: 3781.341064
	Iteration 67Q: 3 clusters Score -1.461578e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95181 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -14615783.000000 Penalty: 3781.341064
	Iteration 68Q: 3 clusters Score -1.461578e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95379 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -14615817.000000 Penalty: 3781.341064
	Iteration 69Q: 3 clusters Score -1.461582e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95572 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -14615880.000000 Penalty: 3781.341064
	Iteration 70Q: 3 clusters Score -1.461588e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95785 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -14615912.000000 Penalty: 3781.341064
	Iteration 71Q: 3 clusters Score -1.461591e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95988 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -14615928.000000 Penalty: 3781.341064
	Iteration 72Q: 3 clusters Score -1.461593e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96210 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -14615979.000000 Penalty: 3781.341064
	Iteration 73Q: 3 clusters Score -1.461598e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96428 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -14615992.000000 Penalty: 3781.341064
	Iteration 74Q: 3 clusters Score -1.461599e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96632 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -14616017.000000 Penalty: 3781.341064
	Iteration 75Q: 3 clusters Score -1.461602e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96851 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -14616063.000000 Penalty: 3781.341064
	Iteration 76Q: 3 clusters Score -1.461606e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97056 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -14616113.000000 Penalty: 3781.341064
	Iteration 77Q: 3 clusters Score -1.461611e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97276 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -14616096.000000 Penalty: 3781.341064
	Iteration 78Q: 3 clusters Score -1.46161e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97513 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -14616135.000000 Penalty: 3781.341064
	Iteration 79Q: 3 clusters Score -1.461614e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97775 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -14616180.000000 Penalty: 3781.341064
	Iteration 80F: 3 clusters Score -1.461618e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98050 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -14616225.000000 Penalty: 3781.341064
	Iteration 81Q: 3 clusters Score -1.461622e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98350 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -14616266.000000 Penalty: 3781.341064
	Iteration 82Q: 3 clusters Score -1.461627e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98635 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -14616297.000000 Penalty: 3781.341064
	Iteration 83Q: 3 clusters Score -1.46163e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98939 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -14616356.000000 Penalty: 3781.341064
	Iteration 84Q: 3 clusters Score -1.461636e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99230 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -14616391.000000 Penalty: 3781.341064
	Iteration 85Q: 3 clusters Score -1.461639e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99544 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -14616437.000000 Penalty: 3781.341064
	Iteration 86Q: 3 clusters Score -1.461644e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99854 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -14616546.000000 Penalty: 3781.341064
	Iteration 87Q: 3 clusters Score -1.461655e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100173 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -14616570.000000 Penalty: 3781.341064
	Iteration 88Q: 3 clusters Score -1.461657e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100491 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -14616593.000000 Penalty: 3781.341064
	Iteration 89Q: 3 clusters Score -1.461659e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100804 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -14616641.000000 Penalty: 3781.341064
	Iteration 90Q: 3 clusters Score -1.461664e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101118 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -14616651.000000 Penalty: 3781.341064
	Iteration 91Q: 3 clusters Score -1.461665e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101404 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -14616638.000000 Penalty: 3781.341064
	Iteration 92Q: 3 clusters Score -1.461664e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101711 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -14616680.000000 Penalty: 3781.341064
	Iteration 93Q: 3 clusters Score -1.461668e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102009 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -14616694.000000 Penalty: 3781.341064
	Iteration 94Q: 3 clusters Score -1.461669e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102334 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -14616712.000000 Penalty: 3781.341064
	Iteration 95Q: 3 clusters Score -1.461671e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102668 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -14616711.000000 Penalty: 3781.341064
	Iteration 96Q: 3 clusters Score -1.461671e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102979 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -14616686.000000 Penalty: 3781.341064
	Iteration 97Q: 3 clusters Score -1.461669e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103279 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -14616675.000000 Penalty: 3781.341064
	Iteration 98Q: 3 clusters Score -1.461668e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103579 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -14616657.000000 Penalty: 3781.341064
	Iteration 99Q: 3 clusters Score -1.461666e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103840 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -14616682.000000 Penalty: 3781.341064
	Iteration 100F: 3 clusters Score -1.461668e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104080 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -14616656.000000 Penalty: 3781.341064
	Iteration 101Q: 3 clusters Score -1.461666e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104322 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -14616676.000000 Penalty: 3781.341064
	Iteration 102Q: 3 clusters Score -1.461668e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104561 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -14616656.000000 Penalty: 3781.341064
	Iteration 103Q: 3 clusters Score -1.461666e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104801 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -14616611.000000 Penalty: 3781.341064
	Iteration 104Q: 3 clusters Score -1.461661e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105054 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -14616615.000000 Penalty: 3781.341064
	Iteration 105Q: 3 clusters Score -1.461662e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105284 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -14616541.000000 Penalty: 3781.341064
	Iteration 106Q: 3 clusters Score -1.461654e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105513 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -14616500.000000 Penalty: 3781.341064
	Iteration 107Q: 3 clusters Score -1.46165e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105731 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -14616473.000000 Penalty: 3781.341064
	Iteration 108Q: 3 clusters Score -1.461647e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105935 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -14616420.000000 Penalty: 3781.341064
	Iteration 109Q: 3 clusters Score -1.461642e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106124 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -14616403.000000 Penalty: 3781.341064
	Iteration 110Q: 3 clusters Score -1.46164e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106303 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -14616327.000000 Penalty: 3781.341064
	Iteration 111Q: 3 clusters Score -1.461633e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106493 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -14616316.000000 Penalty: 3781.341064
	Iteration 112Q: 3 clusters Score -1.461632e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106688 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -14616270.000000 Penalty: 3781.341064
	Iteration 113Q: 3 clusters Score -1.461627e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106896 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -14616173.000000 Penalty: 3781.341064
	Iteration 114Q: 3 clusters Score -1.461617e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107078 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -14616131.000000 Penalty: 3781.341064
	Iteration 115Q: 3 clusters Score -1.461613e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107271 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -14616093.000000 Penalty: 3781.341064
	Iteration 116Q: 3 clusters Score -1.461609e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107440 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -14616038.000000 Penalty: 3781.341064
	Iteration 117Q: 3 clusters Score -1.461604e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107584 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -14616022.000000 Penalty: 3781.341064
	Iteration 118Q: 3 clusters Score -1.461602e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107726 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -14615968.000000 Penalty: 3781.341064
	Iteration 119Q: 3 clusters Score -1.461597e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107861 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -14615951.000000 Penalty: 3781.341064
	Iteration 120F: 3 clusters Score -1.461595e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107983 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -14615930.000000 Penalty: 3781.341064
	Iteration 121Q: 3 clusters Score -1.461593e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108111 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -14615867.000000 Penalty: 3781.341064
	Iteration 122Q: 3 clusters Score -1.461587e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108231 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -14615849.000000 Penalty: 3781.341064
	Iteration 123Q: 3 clusters Score -1.461585e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108341 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -14615860.000000 Penalty: 3781.341064
	Iteration 124Q: 3 clusters Score -1.461586e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108441 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -14615828.000000 Penalty: 3781.341064
	Iteration 125Q: 3 clusters Score -1.461583e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108542 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -14615746.000000 Penalty: 3781.341064
	Iteration 126Q: 3 clusters Score -1.461575e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108626 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -14615775.000000 Penalty: 3781.341064
	Iteration 127Q: 3 clusters Score -1.461578e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108711 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -14615711.000000 Penalty: 3781.341064
	Iteration 128Q: 3 clusters Score -1.461571e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108770 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -14615692.000000 Penalty: 3781.341064
	Iteration 129Q: 3 clusters Score -1.461569e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108833 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -14615682.000000 Penalty: 3781.341064
	Iteration 130Q: 3 clusters Score -1.461568e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108911 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -14615643.000000 Penalty: 3781.341064
	Iteration 131Q: 3 clusters Score -1.461564e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108985 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -14615626.000000 Penalty: 3781.341064
	Iteration 132Q: 3 clusters Score -1.461563e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109040 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -14615595.000000 Penalty: 3781.341064
	Iteration 133Q: 3 clusters Score -1.46156e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109103 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -14615589.000000 Penalty: 3781.341064
	Iteration 134Q: 3 clusters Score -1.461559e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109153 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -14615541.000000 Penalty: 3781.341064
	Iteration 135Q: 3 clusters Score -1.461554e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109194 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -14615524.000000 Penalty: 3781.341064
	Iteration 136Q: 3 clusters Score -1.461552e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109234 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -14615524.000000 Penalty: 3781.341064
	Iteration 137Q: 3 clusters Score -1.461552e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109275 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -14615538.000000 Penalty: 3781.341064
	Iteration 138Q: 3 clusters Score -1.461554e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109333 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -14615523.000000 Penalty: 3781.341064
	Iteration 139Q: 3 clusters Score -1.461552e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109359 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -14615515.000000 Penalty: 3781.341064
	Iteration 140F: 3 clusters Score -1.461552e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109393 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -14615525.000000 Penalty: 3781.341064
	Iteration 141Q: 3 clusters Score -1.461552e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109430 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -14615525.000000 Penalty: 3781.341064
	Iteration 142Q: 3 clusters Score -1.461552e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109450 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -14615503.000000 Penalty: 3781.341064
	Iteration 143Q: 3 clusters Score -1.46155e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109474 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -14615513.000000 Penalty: 3781.341064
	Iteration 144Q: 3 clusters Score -1.461551e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109504 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -14615508.000000 Penalty: 3781.341064
	Iteration 145Q: 3 clusters Score -1.461551e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109532 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -14615495.000000 Penalty: 3781.341064
	Iteration 146Q: 3 clusters Score -1.46155e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109560 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -14615472.000000 Penalty: 3781.341064
	Iteration 147Q: 3 clusters Score -1.461547e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109581 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -14615483.000000 Penalty: 3781.341064
	Iteration 148Q: 3 clusters Score -1.461548e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109600 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -14615491.000000 Penalty: 3781.341064
	Iteration 149Q: 3 clusters Score -1.461549e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109618 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -14615463.000000 Penalty: 3781.341064
	Iteration 150Q: 3 clusters Score -1.461546e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109623 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -14615465.000000 Penalty: 3781.341064
	Iteration 151Q: 3 clusters Score -1.461546e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109637 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -14615472.000000 Penalty: 3781.341064
	Iteration 152Q: 3 clusters Score -1.461547e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109651 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -14615457.000000 Penalty: 3781.341064
	Iteration 153Q: 3 clusters Score -1.461546e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109660 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -14615455.000000 Penalty: 3781.341064
	Iteration 154Q: 3 clusters Score -1.461546e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109675 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -14615447.000000 Penalty: 3781.341064
	Iteration 155Q: 3 clusters Score -1.461545e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109690 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -14615450.000000 Penalty: 3781.341064
	Iteration 156Q: 3 clusters Score -1.461545e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109709 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -14615437.000000 Penalty: 3781.341064
	Iteration 157Q: 3 clusters Score -1.461544e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109726 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -14615439.000000 Penalty: 3781.341064
	Iteration 158Q: 3 clusters Score -1.461544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109735 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -14615439.000000 Penalty: 3781.341064
	Iteration 159Q: 3 clusters Score -1.461544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109738 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -14615427.000000 Penalty: 3781.341064
	Iteration 160F: 3 clusters Score -1.461543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109737 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -14615446.000000 Penalty: 3781.341064
	Iteration 161Q: 3 clusters Score -1.461545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109739 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -14615453.000000 Penalty: 3781.341064
	Iteration 162Q: 3 clusters Score -1.461545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109743 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -14615451.000000 Penalty: 3781.341064
	Iteration 163Q: 3 clusters Score -1.461545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109748 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -14615451.000000 Penalty: 3781.341064
	Iteration 164Q: 3 clusters Score -1.461545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109755 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -14615442.000000 Penalty: 3781.341064
	Iteration 165Q: 3 clusters Score -1.461544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109768 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -14615444.000000 Penalty: 3781.341064
	Iteration 166Q: 3 clusters Score -1.461544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109781 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -14615439.000000 Penalty: 3781.341064
	Iteration 167Q: 3 clusters Score -1.461544e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109789 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -14615435.000000 Penalty: 3781.341064
	Iteration 168Q: 3 clusters Score -1.461544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109790 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -14615454.000000 Penalty: 3781.341064
	Iteration 169Q: 3 clusters Score -1.461545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109792 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -14615445.000000 Penalty: 3781.341064
	Iteration 170Q: 3 clusters Score -1.461544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109792 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -14615445.000000 Penalty: 3781.341064
	Iteration 171Q: 3 clusters Score -1.461544e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109796 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -14615426.000000 Penalty: 3781.341064
	Iteration 172Q: 3 clusters Score -1.461543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109797 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -14615436.000000 Penalty: 3781.341064
	Iteration 173Q: 3 clusters Score -1.461544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109797 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -14615442.000000 Penalty: 3781.341064
	Iteration 174Q: 3 clusters Score -1.461544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109798 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -14615436.000000 Penalty: 3781.341064
	Iteration 175Q: 3 clusters Score -1.461544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109801 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -14615420.000000 Penalty: 3781.341064
	Iteration 176Q: 3 clusters Score -1.461542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109803 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -14615413.000000 Penalty: 3781.341064
	Iteration 177Q: 3 clusters Score -1.461541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109808 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -14615419.000000 Penalty: 3781.341064
	Iteration 178Q: 3 clusters Score -1.461542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109811 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -14615415.000000 Penalty: 3781.341064
	Iteration 179Q: 3 clusters Score -1.461542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109807 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -14615430.000000 Penalty: 3781.341064
	Iteration 180F: 3 clusters Score -1.461543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109809 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -14615426.000000 Penalty: 3781.341064
	Iteration 181Q: 3 clusters Score -1.461543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109810 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -14615423.000000 Penalty: 3781.341064
	Iteration 182Q: 3 clusters Score -1.461542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109813 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -14615423.000000 Penalty: 3781.341064
	Iteration 183Q: 3 clusters Score -1.461542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109814 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -14615408.000000 Penalty: 3781.341064
	Iteration 184Q: 3 clusters Score -1.461541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109815 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -14615412.000000 Penalty: 3781.341064
	Iteration 185Q: 3 clusters Score -1.461541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109811 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -14615416.000000 Penalty: 3781.341064
	Iteration 186Q: 3 clusters Score -1.461542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109811 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -14615419.000000 Penalty: 3781.341064
	Iteration 187Q: 3 clusters Score -1.461542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109817 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -14615402.000000 Penalty: 3781.341064
	Iteration 188Q: 3 clusters Score -1.46154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109824 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -14615392.000000 Penalty: 3781.341064
	Iteration 189Q: 3 clusters Score -1.461539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109831 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -14615375.000000 Penalty: 3781.341064
	Iteration 190Q: 3 clusters Score -1.461538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109837 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -14615392.000000 Penalty: 3781.341064
	Iteration 191Q: 3 clusters Score -1.461539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109839 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -14615388.000000 Penalty: 3781.341064
	Iteration 192Q: 3 clusters Score -1.461539e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109839 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -14615388.000000 Penalty: 3781.341064
	Iteration 193Q: 3 clusters Score -1.461539e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109848 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -14615402.000000 Penalty: 3781.341064
	Iteration 194Q: 3 clusters Score -1.46154e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109852 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -14615396.000000 Penalty: 3781.341064
	Iteration 195Q: 3 clusters Score -1.46154e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109858 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -14615414.000000 Penalty: 3781.341064
	Iteration 196Q: 3 clusters Score -1.461541e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109868 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -14615414.000000 Penalty: 3781.341064
	Iteration 197Q: 3 clusters Score -1.461541e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109870 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -14615404.000000 Penalty: 3781.341064
	Iteration 198Q: 3 clusters Score -1.46154e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109867 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -14615406.000000 Penalty: 3781.341064
	Iteration 199Q: 3 clusters Score -1.461541e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109859 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -14615401.000000 Penalty: 3781.341064
	Iteration 200F: 3 clusters Score -1.46154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109859 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -14615412.000000 Penalty: 3781.341064
	Iteration 201Q: 3 clusters Score -1.461541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109868 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -14615406.000000 Penalty: 3781.341064
	Iteration 202Q: 3 clusters Score -1.461541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109870 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -14615413.000000 Penalty: 3781.341064
	Iteration 203Q: 3 clusters Score -1.461541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109879 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -14615415.000000 Penalty: 3781.341064
	Iteration 204Q: 3 clusters Score -1.461542e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109885 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -14615401.000000 Penalty: 3781.341064
	Iteration 205Q: 3 clusters Score -1.46154e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109884 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -14615404.000000 Penalty: 3781.341064
	Iteration 206Q: 3 clusters Score -1.46154e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109887 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -14615410.000000 Penalty: 3781.341064
	Iteration 207Q: 3 clusters Score -1.461541e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109895 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -14615418.000000 Penalty: 3781.341064
	Iteration 208Q: 3 clusters Score -1.461542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109900 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -14615421.000000 Penalty: 3781.341064
	Iteration 209Q: 3 clusters Score -1.461542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109900 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -14615418.000000 Penalty: 3781.341064
	Iteration 210Q: 3 clusters Score -1.461542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109900 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -14615418.000000 Penalty: 3781.341064
	Iteration 211Q: 3 clusters Score -1.461542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109902 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -14615416.000000 Penalty: 3781.341064
	Iteration 212Q: 3 clusters Score -1.461542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109901 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -14615417.000000 Penalty: 3781.341064
	Iteration 213Q: 3 clusters Score -1.461542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109900 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -14615423.000000 Penalty: 3781.341064
	Iteration 214Q: 3 clusters Score -1.461542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109903 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -14615420.000000 Penalty: 3781.341064
	Iteration 215Q: 3 clusters Score -1.461542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109902 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -14615419.000000 Penalty: 3781.341064
	Iteration 216Q: 3 clusters Score -1.461542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109904 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -14615416.000000 Penalty: 3781.341064
	Iteration 217Q: 3 clusters Score -1.461542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109907 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -14615415.000000 Penalty: 3781.341064
	Iteration 218Q: 3 clusters Score -1.461542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109907 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -14615419.000000 Penalty: 3781.341064
	Iteration 219Q: 3 clusters Score -1.461542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109907 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -14615424.000000 Penalty: 3781.341064
	Iteration 220F: 3 clusters Score -1.461542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109905 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -14615422.000000 Penalty: 3781.341064
	Iteration 221Q: 3 clusters Score -1.461542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109906 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -14615424.000000 Penalty: 3781.341064
	Iteration 222Q: 3 clusters Score -1.461542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109907 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -14615419.000000 Penalty: 3781.341064
	Iteration 223Q: 3 clusters Score -1.461542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109913 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -14615436.000000 Penalty: 3781.341064
	Iteration 224Q: 3 clusters Score -1.461544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109916 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -14615426.000000 Penalty: 3781.341064
	Iteration 225Q: 3 clusters Score -1.461543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109919 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -14615424.000000 Penalty: 3781.341064
	Iteration 226Q: 3 clusters Score -1.461542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109922 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -14615421.000000 Penalty: 3781.341064
	Iteration 227Q: 3 clusters Score -1.461542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109924 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -14615417.000000 Penalty: 3781.341064
	Iteration 228Q: 3 clusters Score -1.461542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109930 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -14615413.000000 Penalty: 3781.341064
	Iteration 229Q: 3 clusters Score -1.461541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109936 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -14615422.000000 Penalty: 3781.341064
	Iteration 230Q: 3 clusters Score -1.461542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109939 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -14615423.000000 Penalty: 3781.341064
	Iteration 231Q: 3 clusters Score -1.461542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109943 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -14615421.000000 Penalty: 3781.341064
	Iteration 232Q: 3 clusters Score -1.461542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109945 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -14615408.000000 Penalty: 3781.341064
	Iteration 233Q: 3 clusters Score -1.461541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109952 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -14615409.000000 Penalty: 3781.341064
	Iteration 234Q: 3 clusters Score -1.461541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109960 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -14615413.000000 Penalty: 3781.341064
	Iteration 235Q: 3 clusters Score -1.461541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109964 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -14615421.000000 Penalty: 3781.341064
	Iteration 236Q: 3 clusters Score -1.461542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109967 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -14615412.000000 Penalty: 3781.341064
	Iteration 237Q: 3 clusters Score -1.461541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109970 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -14615408.000000 Penalty: 3781.341064
	Iteration 238Q: 3 clusters Score -1.461541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109974 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -14615407.000000 Penalty: 3781.341064
	Iteration 239Q: 3 clusters Score -1.461541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109976 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -14615416.000000 Penalty: 3781.341064
	Iteration 240F: 3 clusters Score -1.461542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109975 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -14615414.000000 Penalty: 3781.341064
	Iteration 241Q: 3 clusters Score -1.461541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109975 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -14615422.000000 Penalty: 3781.341064
	Iteration 242Q: 3 clusters Score -1.461542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109975 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -14615423.000000 Penalty: 3781.341064
	Iteration 243Q: 3 clusters Score -1.461542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109977 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -14615407.000000 Penalty: 3781.341064
	Iteration 244Q: 3 clusters Score -1.461541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109976 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -14615418.000000 Penalty: 3781.341064
	Iteration 245Q: 3 clusters Score -1.461542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109976 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -14615418.000000 Penalty: 3781.341064
	Iteration 246F: 3 clusters Score -1.461542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50270 members 
Mstep: Class 3 contains 34958 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 109976 members 
Mstep: Class 6 contains 11261 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 80274 members 
Mstep: Class 10 contains 46912 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 18217 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3434 members 
Entering Unmasked Estep 
Score: -54013964.000000 Penalty: 39992.996094
Splitting cluster 5 changes total score from -54013696.000000 to -54013964.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 6 (11261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Entering Unmasked Estep 
Score: -1475011.750000 Penalty: 1515.978882
	Iteration 0F: 2 clusters Score -1475012 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 5642 members 
Entering Unmasked Estep 
Score: -1466998.875000 Penalty: 3031.957764
	Iteration 0F: 3 clusters Score -1466999 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1469545.375000 Penalty: 3031.957764
	Iteration 1F: 3 clusters Score -1469545 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1469792.500000 Penalty: 3031.957764
	Iteration 2F: 3 clusters Score -1469792 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1469953.625000 Penalty: 3031.957764
	Iteration 3Q: 3 clusters Score -1469954 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1470092.625000 Penalty: 3031.957764
	Iteration 4Q: 3 clusters Score -1470093 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1470212.875000 Penalty: 3031.957764
	Iteration 5Q: 3 clusters Score -1470213 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1470306.250000 Penalty: 3031.957764
	Iteration 6Q: 3 clusters Score -1470306 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1470381.375000 Penalty: 3031.957764
	Iteration 7Q: 3 clusters Score -1470381 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1470451.750000 Penalty: 3031.957764
	Iteration 8Q: 3 clusters Score -1470452 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1470510.000000 Penalty: 3031.957764
	Iteration 9Q: 3 clusters Score -1470510 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1470569.125000 Penalty: 3031.957764
	Iteration 10Q: 3 clusters Score -1470569 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1470639.625000 Penalty: 3031.957764
	Iteration 11Q: 3 clusters Score -1470640 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1470692.375000 Penalty: 3031.957764
	Iteration 12Q: 3 clusters Score -1470692 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1470765.250000 Penalty: 3031.957764
	Iteration 13Q: 3 clusters Score -1470765 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1470842.625000 Penalty: 3031.957764
	Iteration 14Q: 3 clusters Score -1470843 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1470944.625000 Penalty: 3031.957764
	Iteration 15Q: 3 clusters Score -1470945 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1471075.500000 Penalty: 3031.957764
	Iteration 16Q: 3 clusters Score -1471076 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1471213.625000 Penalty: 3031.957764
	Iteration 17Q: 3 clusters Score -1471214 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1471409.750000 Penalty: 3031.957764
	Iteration 18Q: 3 clusters Score -1471410 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1471665.250000 Penalty: 3031.957764
	Iteration 19Q: 3 clusters Score -1471665 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1471985.750000 Penalty: 3031.957764
	Iteration 20F: 3 clusters Score -1471986 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1472316.500000 Penalty: 3031.957764
	Iteration 21Q: 3 clusters Score -1472316 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1472627.375000 Penalty: 3031.957764
	Iteration 22Q: 3 clusters Score -1472627 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1472820.125000 Penalty: 3031.957764
	Iteration 23Q: 3 clusters Score -1472820 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1472911.125000 Penalty: 3031.957764
	Iteration 24Q: 3 clusters Score -1472911 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1472965.625000 Penalty: 3031.957764
	Iteration 25Q: 3 clusters Score -1472966 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1473008.125000 Penalty: 3031.957764
	Iteration 26Q: 3 clusters Score -1473008 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1473049.750000 Penalty: 3031.957764
	Iteration 27Q: 3 clusters Score -1473050 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1473081.625000 Penalty: 3031.957764
	Iteration 28Q: 3 clusters Score -1473082 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1473116.750000 Penalty: 3031.957764
	Iteration 29Q: 3 clusters Score -1473117 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1473143.500000 Penalty: 3031.957764
	Iteration 30Q: 3 clusters Score -1473144 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1473180.000000 Penalty: 3031.957764
	Iteration 31Q: 3 clusters Score -1473180 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1473218.500000 Penalty: 3031.957764
	Iteration 32Q: 3 clusters Score -1473218 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1473258.750000 Penalty: 3031.957764
	Iteration 33Q: 3 clusters Score -1473259 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1473284.125000 Penalty: 3031.957764
	Iteration 34Q: 3 clusters Score -1473284 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1473315.000000 Penalty: 3031.957764
	Iteration 35Q: 3 clusters Score -1473315 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1473353.375000 Penalty: 3031.957764
	Iteration 36Q: 3 clusters Score -1473353 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1473385.875000 Penalty: 3031.957764
	Iteration 37Q: 3 clusters Score -1473386 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1473403.750000 Penalty: 3031.957764
	Iteration 38Q: 3 clusters Score -1473404 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1473427.250000 Penalty: 3031.957764
	Iteration 39Q: 3 clusters Score -1473427 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1473454.625000 Penalty: 3031.957764
	Iteration 40F: 3 clusters Score -1473455 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1473480.375000 Penalty: 3031.957764
	Iteration 41Q: 3 clusters Score -1473480 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1473509.125000 Penalty: 3031.957764
	Iteration 42Q: 3 clusters Score -1473509 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1473528.625000 Penalty: 3031.957764
	Iteration 43Q: 3 clusters Score -1473529 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1473548.000000 Penalty: 3031.957764
	Iteration 44Q: 3 clusters Score -1473548 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1473560.000000 Penalty: 3031.957764
	Iteration 45Q: 3 clusters Score -1473560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1473569.375000 Penalty: 3031.957764
	Iteration 46Q: 3 clusters Score -1473569 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1473585.750000 Penalty: 3031.957764
	Iteration 47Q: 3 clusters Score -1473586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1473599.625000 Penalty: 3031.957764
	Iteration 48Q: 3 clusters Score -1473600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1473607.500000 Penalty: 3031.957764
	Iteration 49Q: 3 clusters Score -1473608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1473616.625000 Penalty: 3031.957764
	Iteration 50Q: 3 clusters Score -1473617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1473621.000000 Penalty: 3031.957764
	Iteration 51Q: 3 clusters Score -1473621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1473626.500000 Penalty: 3031.957764
	Iteration 52Q: 3 clusters Score -1473626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1473637.250000 Penalty: 3031.957764
	Iteration 53Q: 3 clusters Score -1473637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1473647.875000 Penalty: 3031.957764
	Iteration 54Q: 3 clusters Score -1473648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1473655.500000 Penalty: 3031.957764
	Iteration 55Q: 3 clusters Score -1473656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1473655.875000 Penalty: 3031.957764
	Iteration 56Q: 3 clusters Score -1473656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1473661.625000 Penalty: 3031.957764
	Iteration 57Q: 3 clusters Score -1473662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1473661.750000 Penalty: 3031.957764
	Iteration 58Q: 3 clusters Score -1473662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1473664.250000 Penalty: 3031.957764
	Iteration 59Q: 3 clusters Score -1473664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1473668.125000 Penalty: 3031.957764
	Iteration 60F: 3 clusters Score -1473668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1473665.875000 Penalty: 3031.957764
	Iteration 61Q: 3 clusters Score -1473666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1473671.000000 Penalty: 3031.957764
	Iteration 62Q: 3 clusters Score -1473671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1473670.875000 Penalty: 3031.957764
	Iteration 63Q: 3 clusters Score -1473671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1473675.750000 Penalty: 3031.957764
	Iteration 64Q: 3 clusters Score -1473676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1473678.250000 Penalty: 3031.957764
	Iteration 65Q: 3 clusters Score -1473678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1473680.250000 Penalty: 3031.957764
	Iteration 66Q: 3 clusters Score -1473680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1473680.500000 Penalty: 3031.957764
	Iteration 67Q: 3 clusters Score -1473680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1473680.750000 Penalty: 3031.957764
	Iteration 68Q: 3 clusters Score -1473681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1473681.125000 Penalty: 3031.957764
	Iteration 69Q: 3 clusters Score -1473681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1473681.375000 Penalty: 3031.957764
	Iteration 70Q: 3 clusters Score -1473681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1473681.625000 Penalty: 3031.957764
	Iteration 71Q: 3 clusters Score -1473682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1473681.875000 Penalty: 3031.957764
	Iteration 72Q: 3 clusters Score -1473682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1473681.000000 Penalty: 3031.957764
	Iteration 73Q: 3 clusters Score -1473681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1473681.000000 Penalty: 3031.957764
	Iteration 74F: 3 clusters Score -1473681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -13719.855469 Penalty: 882.268677
	Iteration 0F: 2 clusters Score -13719.86 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 117 members 
Entering Unmasked Estep 
Score: -13045.631836 Penalty: 1764.537354
	Iteration 0F: 3 clusters Score -13045.63 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13223.165039 Penalty: 1764.537354
	Iteration 1F: 3 clusters Score -13223.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13257.357422 Penalty: 1764.537354
	Iteration 2F: 3 clusters Score -13257.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13272.753906 Penalty: 1764.537354
	Iteration 3Q: 3 clusters Score -13272.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13276.240234 Penalty: 1764.537354
	Iteration 4Q: 3 clusters Score -13276.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13278.252930 Penalty: 1764.537354
	Iteration 5Q: 3 clusters Score -13278.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13280.036133 Penalty: 1764.537354
	Iteration 6Q: 3 clusters Score -13280.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13280.036133 Penalty: 1764.537354
	Iteration 7F: 3 clusters Score -13280.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (59473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59473 members 
Entering Unmasked Estep 
Score: -7855190.500000 Penalty: 1786.407593
	Iteration 0F: 2 clusters Score -7855190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -7822855.500000 Penalty: 3572.815186
	Iteration 0F: 3 clusters Score -7822856 nChanged 28034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -7838992.000000 Penalty: 3572.815186
	Iteration 1F: 3 clusters Score -7838992 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -7839939.500000 Penalty: 3572.815186
	Iteration 2Q: 3 clusters Score -7839940 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -7841429.500000 Penalty: 3572.815186
	Iteration 3F: 3 clusters Score -7841430 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -7844055.000000 Penalty: 3572.815186
	Iteration 4F: 3 clusters Score -7844055 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -7847391.500000 Penalty: 3572.815186
	Iteration 5F: 3 clusters Score -7847392 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52254 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -7849725.000000 Penalty: 3572.815186
	Iteration 6F: 3 clusters Score -7849725 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -7851420.500000 Penalty: 3572.815186
	Iteration 7F: 3 clusters Score -7851420 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57197 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7852468.500000 Penalty: 3572.815186
	Iteration 8Q: 3 clusters Score -7852468 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58088 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -7852963.500000 Penalty: 3572.815186
	Iteration 9Q: 3 clusters Score -7852964 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58553 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -7853297.500000 Penalty: 3572.815186
	Iteration 10Q: 3 clusters Score -7853298 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7853422.000000 Penalty: 3572.815186
	Iteration 11Q: 3 clusters Score -7853422 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7853469.000000 Penalty: 3572.815186
	Iteration 12Q: 3 clusters Score -7853469 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7853517.000000 Penalty: 3572.815186
	Iteration 13Q: 3 clusters Score -7853517 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7853531.000000 Penalty: 3572.815186
	Iteration 14Q: 3 clusters Score -7853531 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7853550.000000 Penalty: 3572.815186
	Iteration 15Q: 3 clusters Score -7853550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7853576.000000 Penalty: 3572.815186
	Iteration 16Q: 3 clusters Score -7853576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7853596.500000 Penalty: 3572.815186
	Iteration 17Q: 3 clusters Score -7853596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7853608.000000 Penalty: 3572.815186
	Iteration 18Q: 3 clusters Score -7853608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59056 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7853618.500000 Penalty: 3572.815186
	Iteration 19Q: 3 clusters Score -7853618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7853625.000000 Penalty: 3572.815186
	Iteration 20F: 3 clusters Score -7853625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7853631.500000 Penalty: 3572.815186
	Iteration 21Q: 3 clusters Score -7853632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59076 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7853637.000000 Penalty: 3572.815186
	Iteration 22Q: 3 clusters Score -7853637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59078 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7853632.500000 Penalty: 3572.815186
	Iteration 23Q: 3 clusters Score -7853632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59081 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7853632.500000 Penalty: 3572.815186
	Iteration 24Q: 3 clusters Score -7853632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7853638.500000 Penalty: 3572.815186
	Iteration 25Q: 3 clusters Score -7853638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7853639.000000 Penalty: 3572.815186
	Iteration 26Q: 3 clusters Score -7853639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7853639.000000 Penalty: 3572.815186
	Iteration 27F: 3 clusters Score -7853639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (80274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80274 members 
Entering Unmasked Estep 
Score: -10509986.000000 Penalty: 1835.145264
	Iteration 0F: 2 clusters Score -1.050999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -10464123.000000 Penalty: 3670.290527
	Iteration 0F: 3 clusters Score -1.046412e+07 nChanged 38197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -10486030.000000 Penalty: 3670.290527
	Iteration 1F: 3 clusters Score -1.048603e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -10486678.000000 Penalty: 3670.290527
	Iteration 2Q: 3 clusters Score -1.048668e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -10487312.000000 Penalty: 3670.290527
	Iteration 3Q: 3 clusters Score -1.048731e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -10488137.000000 Penalty: 3670.290527
	Iteration 4Q: 3 clusters Score -1.048814e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -10489299.000000 Penalty: 3670.290527
	Iteration 5Q: 3 clusters Score -1.04893e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -10490780.000000 Penalty: 3670.290527
	Iteration 6Q: 3 clusters Score -1.049078e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -10492788.000000 Penalty: 3670.290527
	Iteration 7F: 3 clusters Score -1.049279e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -10495428.000000 Penalty: 3670.290527
	Iteration 8F: 3 clusters Score -1.049543e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -10498541.000000 Penalty: 3670.290527
	Iteration 9F: 3 clusters Score -1.049854e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -10501393.000000 Penalty: 3670.290527
	Iteration 10F: 3 clusters Score -1.050139e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -10502892.000000 Penalty: 3670.290527
	Iteration 11Q: 3 clusters Score -1.050289e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -10503334.000000 Penalty: 3670.290527
	Iteration 12Q: 3 clusters Score -1.050333e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -10503458.000000 Penalty: 3670.290527
	Iteration 13Q: 3 clusters Score -1.050346e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 52713 members 
Entering Unmasked Estep 
Score: -10503624.000000 Penalty: 3670.290527
	Iteration 14Q: 3 clusters Score -1.050362e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -10503702.000000 Penalty: 3670.290527
	Iteration 15Q: 3 clusters Score -1.05037e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -10503781.000000 Penalty: 3670.290527
	Iteration 16Q: 3 clusters Score -1.050378e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -10503840.000000 Penalty: 3670.290527
	Iteration 17Q: 3 clusters Score -1.050384e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -10503903.000000 Penalty: 3670.290527
	Iteration 18Q: 3 clusters Score -1.05039e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -10503968.000000 Penalty: 3670.290527
	Iteration 19Q: 3 clusters Score -1.050397e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -10504053.000000 Penalty: 3670.290527
	Iteration 20F: 3 clusters Score -1.050405e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -10504070.000000 Penalty: 3670.290527
	Iteration 21Q: 3 clusters Score -1.050407e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -10504125.000000 Penalty: 3670.290527
	Iteration 22Q: 3 clusters Score -1.050412e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 52504 members 
Entering Unmasked Estep 
Score: -10504231.000000 Penalty: 3670.290527
	Iteration 23Q: 3 clusters Score -1.050423e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 52373 members 
Entering Unmasked Estep 
Score: -10504257.000000 Penalty: 3670.290527
	Iteration 24Q: 3 clusters Score -1.050426e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -10504262.000000 Penalty: 3670.290527
	Iteration 25Q: 3 clusters Score -1.050426e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -10504295.000000 Penalty: 3670.290527
	Iteration 26Q: 3 clusters Score -1.05043e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -10504327.000000 Penalty: 3670.290527
	Iteration 27Q: 3 clusters Score -1.050433e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -10504375.000000 Penalty: 3670.290527
	Iteration 28Q: 3 clusters Score -1.050438e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -10504382.000000 Penalty: 3670.290527
	Iteration 29Q: 3 clusters Score -1.050438e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -10504388.000000 Penalty: 3670.290527
	Iteration 30Q: 3 clusters Score -1.050439e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -10504430.000000 Penalty: 3670.290527
	Iteration 31Q: 3 clusters Score -1.050443e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 50983 members 
Entering Unmasked Estep 
Score: -10504421.000000 Penalty: 3670.290527
	Iteration 32Q: 3 clusters Score -1.050442e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -10504446.000000 Penalty: 3670.290527
	Iteration 33Q: 3 clusters Score -1.050445e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -10504464.000000 Penalty: 3670.290527
	Iteration 34Q: 3 clusters Score -1.050446e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -10504435.000000 Penalty: 3670.290527
	Iteration 35Q: 3 clusters Score -1.050444e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -10504456.000000 Penalty: 3670.290527
	Iteration 36Q: 3 clusters Score -1.050446e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -10504434.000000 Penalty: 3670.290527
	Iteration 37Q: 3 clusters Score -1.050443e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -10504450.000000 Penalty: 3670.290527
	Iteration 38Q: 3 clusters Score -1.050445e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -10504439.000000 Penalty: 3670.290527
	Iteration 39Q: 3 clusters Score -1.050444e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -10504434.000000 Penalty: 3670.290527
	Iteration 40F: 3 clusters Score -1.050443e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -10504425.000000 Penalty: 3670.290527
	Iteration 41Q: 3 clusters Score -1.050442e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -10504385.000000 Penalty: 3670.290527
	Iteration 42Q: 3 clusters Score -1.050438e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -10504394.000000 Penalty: 3670.290527
	Iteration 43Q: 3 clusters Score -1.050439e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -10504378.000000 Penalty: 3670.290527
	Iteration 44Q: 3 clusters Score -1.050438e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -10504344.000000 Penalty: 3670.290527
	Iteration 45Q: 3 clusters Score -1.050434e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -10504289.000000 Penalty: 3670.290527
	Iteration 46Q: 3 clusters Score -1.050429e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -10504218.000000 Penalty: 3670.290527
	Iteration 47Q: 3 clusters Score -1.050422e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -10504193.000000 Penalty: 3670.290527
	Iteration 48Q: 3 clusters Score -1.050419e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -10504233.000000 Penalty: 3670.290527
	Iteration 49Q: 3 clusters Score -1.050423e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -10504222.000000 Penalty: 3670.290527
	Iteration 50Q: 3 clusters Score -1.050422e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -10504174.000000 Penalty: 3670.290527
	Iteration 51Q: 3 clusters Score -1.050417e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -10504141.000000 Penalty: 3670.290527
	Iteration 52Q: 3 clusters Score -1.050414e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -10504140.000000 Penalty: 3670.290527
	Iteration 53Q: 3 clusters Score -1.050414e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -10504108.000000 Penalty: 3670.290527
	Iteration 54Q: 3 clusters Score -1.050411e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -10504038.000000 Penalty: 3670.290527
	Iteration 55Q: 3 clusters Score -1.050404e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -10504010.000000 Penalty: 3670.290527
	Iteration 56Q: 3 clusters Score -1.050401e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -10503960.000000 Penalty: 3670.290527
	Iteration 57Q: 3 clusters Score -1.050396e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -10503915.000000 Penalty: 3670.290527
	Iteration 58Q: 3 clusters Score -1.050392e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -10503914.000000 Penalty: 3670.290527
	Iteration 59Q: 3 clusters Score -1.050391e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -10503885.000000 Penalty: 3670.290527
	Iteration 60F: 3 clusters Score -1.050388e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -10503849.000000 Penalty: 3670.290527
	Iteration 61Q: 3 clusters Score -1.050385e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -10503822.000000 Penalty: 3670.290527
	Iteration 62Q: 3 clusters Score -1.050382e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -10503825.000000 Penalty: 3670.290527
	Iteration 63Q: 3 clusters Score -1.050382e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -10503782.000000 Penalty: 3670.290527
	Iteration 64Q: 3 clusters Score -1.050378e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -10503700.000000 Penalty: 3670.290527
	Iteration 65Q: 3 clusters Score -1.05037e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -10503687.000000 Penalty: 3670.290527
	Iteration 66Q: 3 clusters Score -1.050369e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -10503606.000000 Penalty: 3670.290527
	Iteration 67Q: 3 clusters Score -1.050361e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -10503624.000000 Penalty: 3670.290527
	Iteration 68Q: 3 clusters Score -1.050362e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -10503616.000000 Penalty: 3670.290527
	Iteration 69Q: 3 clusters Score -1.050362e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -10503680.000000 Penalty: 3670.290527
	Iteration 70Q: 3 clusters Score -1.050368e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -10503644.000000 Penalty: 3670.290527
	Iteration 71Q: 3 clusters Score -1.050364e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -10503643.000000 Penalty: 3670.290527
	Iteration 72Q: 3 clusters Score -1.050364e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -10503641.000000 Penalty: 3670.290527
	Iteration 73Q: 3 clusters Score -1.050364e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -10503642.000000 Penalty: 3670.290527
	Iteration 74Q: 3 clusters Score -1.050364e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -10503615.000000 Penalty: 3670.290527
	Iteration 75Q: 3 clusters Score -1.050362e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -10503650.000000 Penalty: 3670.290527
	Iteration 76Q: 3 clusters Score -1.050365e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -10503628.000000 Penalty: 3670.290527
	Iteration 77Q: 3 clusters Score -1.050363e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -10503717.000000 Penalty: 3670.290527
	Iteration 78Q: 3 clusters Score -1.050372e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -10503791.000000 Penalty: 3670.290527
	Iteration 79Q: 3 clusters Score -1.050379e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -10503799.000000 Penalty: 3670.290527
	Iteration 80F: 3 clusters Score -1.05038e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54814 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -10503820.000000 Penalty: 3670.290527
	Iteration 81Q: 3 clusters Score -1.050382e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -10503911.000000 Penalty: 3670.290527
	Iteration 82Q: 3 clusters Score -1.050391e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60313 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -10504097.000000 Penalty: 3670.290527
	Iteration 83Q: 3 clusters Score -1.05041e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -10504424.000000 Penalty: 3670.290527
	Iteration 84Q: 3 clusters Score -1.050442e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67698 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -10504860.000000 Penalty: 3670.290527
	Iteration 85Q: 3 clusters Score -1.050486e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71309 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -10505480.000000 Penalty: 3670.290527
	Iteration 86Q: 3 clusters Score -1.050548e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74354 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -10506091.000000 Penalty: 3670.290527
	Iteration 87Q: 3 clusters Score -1.050609e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76578 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -10506620.000000 Penalty: 3670.290527
	Iteration 88Q: 3 clusters Score -1.050662e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78069 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -10507132.000000 Penalty: 3670.290527
	Iteration 89Q: 3 clusters Score -1.050713e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78966 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -10507591.000000 Penalty: 3670.290527
	Iteration 90Q: 3 clusters Score -1.050759e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79487 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10507952.000000 Penalty: 3670.290527
	Iteration 91Q: 3 clusters Score -1.050795e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79750 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -10508120.000000 Penalty: 3670.290527
	Iteration 92Q: 3 clusters Score -1.050812e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79883 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10508270.000000 Penalty: 3670.290527
	Iteration 93Q: 3 clusters Score -1.050827e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79963 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -10508381.000000 Penalty: 3670.290527
	Iteration 94Q: 3 clusters Score -1.050838e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -10508422.000000 Penalty: 3670.290527
	Iteration 95Q: 3 clusters Score -1.050842e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80025 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -10508448.000000 Penalty: 3670.290527
	Iteration 96Q: 3 clusters Score -1.050845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80033 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10508454.000000 Penalty: 3670.290527
	Iteration 97Q: 3 clusters Score -1.050845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80036 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -10508483.000000 Penalty: 3670.290527
	Iteration 98Q: 3 clusters Score -1.050848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80040 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10508486.000000 Penalty: 3670.290527
	Iteration 99Q: 3 clusters Score -1.050849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80044 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10508551.000000 Penalty: 3670.290527
	Iteration 100F: 3 clusters Score -1.050855e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80082 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -10508545.000000 Penalty: 3670.290527
	Iteration 101Q: 3 clusters Score -1.050854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80097 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -10508560.000000 Penalty: 3670.290527
	Iteration 102Q: 3 clusters Score -1.050856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80102 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10508556.000000 Penalty: 3670.290527
	Iteration 103Q: 3 clusters Score -1.050856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80104 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10508555.000000 Penalty: 3670.290527
	Iteration 104Q: 3 clusters Score -1.050856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80105 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10508554.000000 Penalty: 3670.290527
	Iteration 105Q: 3 clusters Score -1.050855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80105 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10508554.000000 Penalty: 3670.290527
	Iteration 106F: 3 clusters Score -1.050855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Entering Unmasked Estep 
Score: -6087129.000000 Penalty: 1747.854736
	Iteration 0F: 2 clusters Score -6087129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -6055900.500000 Penalty: 3495.709473
	Iteration 0F: 3 clusters Score -6055900 nChanged 21837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -6068325.000000 Penalty: 3495.709473
	Iteration 1F: 3 clusters Score -6068325 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -6068882.000000 Penalty: 3495.709473
	Iteration 2Q: 3 clusters Score -6068882 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -6069389.500000 Penalty: 3495.709473
	Iteration 3Q: 3 clusters Score -6069390 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -6070084.000000 Penalty: 3495.709473
	Iteration 4Q: 3 clusters Score -6070084 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -6070841.000000 Penalty: 3495.709473
	Iteration 5Q: 3 clusters Score -6070841 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -6071687.500000 Penalty: 3495.709473
	Iteration 6Q: 3 clusters Score -6071688 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -6072645.500000 Penalty: 3495.709473
	Iteration 7Q: 3 clusters Score -6072646 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -6073857.500000 Penalty: 3495.709473
	Iteration 8Q: 3 clusters Score -6073858 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -6075368.500000 Penalty: 3495.709473
	Iteration 9F: 3 clusters Score -6075368 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -6077046.000000 Penalty: 3495.709473
	Iteration 10F: 3 clusters Score -6077046 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -6078687.000000 Penalty: 3495.709473
	Iteration 11F: 3 clusters Score -6078687 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -6080085.500000 Penalty: 3495.709473
	Iteration 12Q: 3 clusters Score -6080086 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -6080998.500000 Penalty: 3495.709473
	Iteration 13Q: 3 clusters Score -6080998 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -6081567.500000 Penalty: 3495.709473
	Iteration 14Q: 3 clusters Score -6081568 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -6082007.500000 Penalty: 3495.709473
	Iteration 15Q: 3 clusters Score -6082008 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -6082384.000000 Penalty: 3495.709473
	Iteration 16Q: 3 clusters Score -6082384 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -6082780.000000 Penalty: 3495.709473
	Iteration 17Q: 3 clusters Score -6082780 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -6083141.000000 Penalty: 3495.709473
	Iteration 18Q: 3 clusters Score -6083141 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -6083454.000000 Penalty: 3495.709473
	Iteration 19Q: 3 clusters Score -6083454 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -6083750.500000 Penalty: 3495.709473
	Iteration 20F: 3 clusters Score -6083750 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -6084064.000000 Penalty: 3495.709473
	Iteration 21Q: 3 clusters Score -6084064 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -6084327.000000 Penalty: 3495.709473
	Iteration 22Q: 3 clusters Score -6084327 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -6084545.000000 Penalty: 3495.709473
	Iteration 23Q: 3 clusters Score -6084545 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -6084739.500000 Penalty: 3495.709473
	Iteration 24Q: 3 clusters Score -6084740 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -6084910.000000 Penalty: 3495.709473
	Iteration 25Q: 3 clusters Score -6084910 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -6085046.500000 Penalty: 3495.709473
	Iteration 26Q: 3 clusters Score -6085046 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -6085156.000000 Penalty: 3495.709473
	Iteration 27Q: 3 clusters Score -6085156 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -6085225.000000 Penalty: 3495.709473
	Iteration 28Q: 3 clusters Score -6085225 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -6085317.000000 Penalty: 3495.709473
	Iteration 29Q: 3 clusters Score -6085317 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -6085354.000000 Penalty: 3495.709473
	Iteration 30Q: 3 clusters Score -6085354 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -6085402.500000 Penalty: 3495.709473
	Iteration 31Q: 3 clusters Score -6085402 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -6085439.500000 Penalty: 3495.709473
	Iteration 32Q: 3 clusters Score -6085440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -6085484.000000 Penalty: 3495.709473
	Iteration 33Q: 3 clusters Score -6085484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -6085505.500000 Penalty: 3495.709473
	Iteration 34Q: 3 clusters Score -6085506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -6085517.000000 Penalty: 3495.709473
	Iteration 35Q: 3 clusters Score -6085517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -6085540.500000 Penalty: 3495.709473
	Iteration 36Q: 3 clusters Score -6085540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 46296 members 
Entering Unmasked Estep 
Score: -6085541.000000 Penalty: 3495.709473
	Iteration 37Q: 3 clusters Score -6085541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -6085550.000000 Penalty: 3495.709473
	Iteration 38Q: 3 clusters Score -6085550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -6085552.500000 Penalty: 3495.709473
	Iteration 39Q: 3 clusters Score -6085552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -6085554.000000 Penalty: 3495.709473
	Iteration 40F: 3 clusters Score -6085554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -6085557.500000 Penalty: 3495.709473
	Iteration 41Q: 3 clusters Score -6085558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -6085575.500000 Penalty: 3495.709473
	Iteration 42Q: 3 clusters Score -6085576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -6085595.500000 Penalty: 3495.709473
	Iteration 43Q: 3 clusters Score -6085596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -6085607.000000 Penalty: 3495.709473
	Iteration 44Q: 3 clusters Score -6085607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -6085621.000000 Penalty: 3495.709473
	Iteration 45Q: 3 clusters Score -6085621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -6085627.000000 Penalty: 3495.709473
	Iteration 46Q: 3 clusters Score -6085627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -6085626.000000 Penalty: 3495.709473
	Iteration 47Q: 3 clusters Score -6085626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -6085629.000000 Penalty: 3495.709473
	Iteration 48Q: 3 clusters Score -6085629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -6085633.500000 Penalty: 3495.709473
	Iteration 49Q: 3 clusters Score -6085634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -6085633.000000 Penalty: 3495.709473
	Iteration 50Q: 3 clusters Score -6085633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -6085634.500000 Penalty: 3495.709473
	Iteration 51Q: 3 clusters Score -6085634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -6085633.500000 Penalty: 3495.709473
	Iteration 52Q: 3 clusters Score -6085634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -6085631.000000 Penalty: 3495.709473
	Iteration 53Q: 3 clusters Score -6085631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -6085631.000000 Penalty: 3495.709473
	Iteration 54F: 3 clusters Score -6085631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -6761.997559 Penalty: 831.674011
	Iteration 0F: 2 clusters Score -6761.998 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 88 members 
Entering Unmasked Estep 
Score: -6144.896973 Penalty: 1663.348022
	Iteration 0F: 3 clusters Score -6144.897 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6332.383301 Penalty: 1663.348022
	Iteration 1F: 3 clusters Score -6332.383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6435.512207 Penalty: 1663.348022
	Iteration 2F: 3 clusters Score -6435.512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6476.155762 Penalty: 1663.348022
	Iteration 3Q: 3 clusters Score -6476.156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6538.318359 Penalty: 1663.348022
	Iteration 4Q: 3 clusters Score -6538.318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6542.517578 Penalty: 1663.348022
	Iteration 5Q: 3 clusters Score -6542.518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6542.517578 Penalty: 1663.348022
	Iteration 6F: 3 clusters Score -6542.518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -98407.117188 Penalty: 1078.767334
	Iteration 0F: 2 clusters Score -98407.12 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 347 members 
Entering Unmasked Estep 
Score: -97146.859375 Penalty: 2157.534668
	Iteration 0F: 3 clusters Score -97146.86 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -97387.664062 Penalty: 2157.534668
	Iteration 1F: 3 clusters Score -97387.66 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -97504.867188 Penalty: 2157.534668
	Iteration 2F: 3 clusters Score -97504.87 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -97574.992188 Penalty: 2157.534668
	Iteration 3F: 3 clusters Score -97574.99 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -97648.156250 Penalty: 2157.534668
	Iteration 4F: 3 clusters Score -97648.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -97705.210938 Penalty: 2157.534668
	Iteration 5Q: 3 clusters Score -97705.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -97750.437500 Penalty: 2157.534668
	Iteration 6Q: 3 clusters Score -97750.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -97782.609375 Penalty: 2157.534668
	Iteration 7Q: 3 clusters Score -97782.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -97799.515625 Penalty: 2157.534668
	Iteration 8Q: 3 clusters Score -97799.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -97806.023438 Penalty: 2157.534668
	Iteration 9Q: 3 clusters Score -97806.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -97808.906250 Penalty: 2157.534668
	Iteration 10Q: 3 clusters Score -97808.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -97813.734375 Penalty: 2157.534668
	Iteration 11Q: 3 clusters Score -97813.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -97813.734375 Penalty: 2157.534668
	Iteration 12F: 3 clusters Score -97813.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Entering Unmasked Estep 
Score: -2318401.000000 Penalty: 1594.142944
	Iteration 0F: 2 clusters Score -2318401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2305824.750000 Penalty: 3188.285889
	Iteration 0F: 3 clusters Score -2305825 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2310469.750000 Penalty: 3188.285889
	Iteration 1F: 3 clusters Score -2310470 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2310897.250000 Penalty: 3188.285889
	Iteration 2F: 3 clusters Score -2310897 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2311345.500000 Penalty: 3188.285889
	Iteration 3F: 3 clusters Score -2311346 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2311907.750000 Penalty: 3188.285889
	Iteration 4F: 3 clusters Score -2311908 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2312561.500000 Penalty: 3188.285889
	Iteration 5F: 3 clusters Score -2312562 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2313269.500000 Penalty: 3188.285889
	Iteration 6F: 3 clusters Score -2313270 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2313866.250000 Penalty: 3188.285889
	Iteration 7F: 3 clusters Score -2313866 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2314320.000000 Penalty: 3188.285889
	Iteration 8Q: 3 clusters Score -2314320 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2314588.000000 Penalty: 3188.285889
	Iteration 9Q: 3 clusters Score -2314588 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2314731.000000 Penalty: 3188.285889
	Iteration 10Q: 3 clusters Score -2314731 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -2314833.750000 Penalty: 3188.285889
	Iteration 11Q: 3 clusters Score -2314834 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2314897.750000 Penalty: 3188.285889
	Iteration 12Q: 3 clusters Score -2314898 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2314933.250000 Penalty: 3188.285889
	Iteration 13Q: 3 clusters Score -2314933 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2314958.500000 Penalty: 3188.285889
	Iteration 14Q: 3 clusters Score -2314958 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2314972.000000 Penalty: 3188.285889
	Iteration 15Q: 3 clusters Score -2314972 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2314980.500000 Penalty: 3188.285889
	Iteration 16Q: 3 clusters Score -2314980 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2314999.000000 Penalty: 3188.285889
	Iteration 17Q: 3 clusters Score -2314999 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2315003.500000 Penalty: 3188.285889
	Iteration 18Q: 3 clusters Score -2315004 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2315014.750000 Penalty: 3188.285889
	Iteration 19Q: 3 clusters Score -2315015 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2315027.750000 Penalty: 3188.285889
	Iteration 20F: 3 clusters Score -2315028 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2315041.750000 Penalty: 3188.285889
	Iteration 21Q: 3 clusters Score -2315042 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2315069.500000 Penalty: 3188.285889
	Iteration 22Q: 3 clusters Score -2315070 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2315115.750000 Penalty: 3188.285889
	Iteration 23Q: 3 clusters Score -2315116 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2315169.250000 Penalty: 3188.285889
	Iteration 24Q: 3 clusters Score -2315169 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2315272.000000 Penalty: 3188.285889
	Iteration 25Q: 3 clusters Score -2315272 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2315476.250000 Penalty: 3188.285889
	Iteration 26Q: 3 clusters Score -2315476 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2315794.250000 Penalty: 3188.285889
	Iteration 27Q: 3 clusters Score -2315794 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2316123.750000 Penalty: 3188.285889
	Iteration 28Q: 3 clusters Score -2316124 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2316420.250000 Penalty: 3188.285889
	Iteration 29Q: 3 clusters Score -2316420 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2316657.750000 Penalty: 3188.285889
	Iteration 30Q: 3 clusters Score -2316658 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2316848.250000 Penalty: 3188.285889
	Iteration 31Q: 3 clusters Score -2316848 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2316984.750000 Penalty: 3188.285889
	Iteration 32Q: 3 clusters Score -2316985 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2317044.250000 Penalty: 3188.285889
	Iteration 33Q: 3 clusters Score -2317044 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2317094.250000 Penalty: 3188.285889
	Iteration 34Q: 3 clusters Score -2317094 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2317124.250000 Penalty: 3188.285889
	Iteration 35Q: 3 clusters Score -2317124 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2317146.000000 Penalty: 3188.285889
	Iteration 36Q: 3 clusters Score -2317146 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2317162.000000 Penalty: 3188.285889
	Iteration 37Q: 3 clusters Score -2317162 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2317167.750000 Penalty: 3188.285889
	Iteration 38Q: 3 clusters Score -2317168 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2317176.500000 Penalty: 3188.285889
	Iteration 39Q: 3 clusters Score -2317176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2317182.250000 Penalty: 3188.285889
	Iteration 40F: 3 clusters Score -2317182 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2317181.250000 Penalty: 3188.285889
	Iteration 41Q: 3 clusters Score -2317181 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2317182.000000 Penalty: 3188.285889
	Iteration 42Q: 3 clusters Score -2317182 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2317186.750000 Penalty: 3188.285889
	Iteration 43Q: 3 clusters Score -2317187 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2317199.500000 Penalty: 3188.285889
	Iteration 44Q: 3 clusters Score -2317200 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2317201.250000 Penalty: 3188.285889
	Iteration 45Q: 3 clusters Score -2317201 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2317210.500000 Penalty: 3188.285889
	Iteration 46Q: 3 clusters Score -2317210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2317216.250000 Penalty: 3188.285889
	Iteration 47Q: 3 clusters Score -2317216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2317214.000000 Penalty: 3188.285889
	Iteration 48Q: 3 clusters Score -2317214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2317217.250000 Penalty: 3188.285889
	Iteration 49Q: 3 clusters Score -2317217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2317220.250000 Penalty: 3188.285889
	Iteration 50Q: 3 clusters Score -2317220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -2317220.000000 Penalty: 3188.285889
	Iteration 51Q: 3 clusters Score -2317220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2317226.500000 Penalty: 3188.285889
	Iteration 52Q: 3 clusters Score -2317226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2317228.500000 Penalty: 3188.285889
	Iteration 53Q: 3 clusters Score -2317228 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2317237.750000 Penalty: 3188.285889
	Iteration 54Q: 3 clusters Score -2317238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2317243.250000 Penalty: 3188.285889
	Iteration 55Q: 3 clusters Score -2317243 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2317241.500000 Penalty: 3188.285889
	Iteration 56Q: 3 clusters Score -2317242 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2317253.000000 Penalty: 3188.285889
	Iteration 57Q: 3 clusters Score -2317253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2317257.500000 Penalty: 3188.285889
	Iteration 58Q: 3 clusters Score -2317258 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2317259.000000 Penalty: 3188.285889
	Iteration 59Q: 3 clusters Score -2317259 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2317262.000000 Penalty: 3188.285889
	Iteration 60F: 3 clusters Score -2317262 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2317270.250000 Penalty: 3188.285889
	Iteration 61Q: 3 clusters Score -2317270 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2317271.500000 Penalty: 3188.285889
	Iteration 62Q: 3 clusters Score -2317272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2317277.000000 Penalty: 3188.285889
	Iteration 63Q: 3 clusters Score -2317277 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2317285.500000 Penalty: 3188.285889
	Iteration 64Q: 3 clusters Score -2317286 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2317295.000000 Penalty: 3188.285889
	Iteration 65Q: 3 clusters Score -2317295 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2317298.750000 Penalty: 3188.285889
	Iteration 66Q: 3 clusters Score -2317299 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2317304.500000 Penalty: 3188.285889
	Iteration 67Q: 3 clusters Score -2317304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2317310.250000 Penalty: 3188.285889
	Iteration 68Q: 3 clusters Score -2317310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2317309.750000 Penalty: 3188.285889
	Iteration 69Q: 3 clusters Score -2317310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2317315.000000 Penalty: 3188.285889
	Iteration 70Q: 3 clusters Score -2317315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2317318.500000 Penalty: 3188.285889
	Iteration 71Q: 3 clusters Score -2317318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2317323.750000 Penalty: 3188.285889
	Iteration 72Q: 3 clusters Score -2317324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2317328.250000 Penalty: 3188.285889
	Iteration 73Q: 3 clusters Score -2317328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2317328.000000 Penalty: 3188.285889
	Iteration 74Q: 3 clusters Score -2317328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2317333.250000 Penalty: 3188.285889
	Iteration 75Q: 3 clusters Score -2317333 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2317335.750000 Penalty: 3188.285889
	Iteration 76Q: 3 clusters Score -2317336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2317335.750000 Penalty: 3188.285889
	Iteration 77Q: 3 clusters Score -2317336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2317340.250000 Penalty: 3188.285889
	Iteration 78Q: 3 clusters Score -2317340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2317340.750000 Penalty: 3188.285889
	Iteration 79Q: 3 clusters Score -2317341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2317350.000000 Penalty: 3188.285889
	Iteration 80F: 3 clusters Score -2317350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2317352.250000 Penalty: 3188.285889
	Iteration 81Q: 3 clusters Score -2317352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2317351.500000 Penalty: 3188.285889
	Iteration 82Q: 3 clusters Score -2317352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2317351.750000 Penalty: 3188.285889
	Iteration 83Q: 3 clusters Score -2317352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2317357.500000 Penalty: 3188.285889
	Iteration 84Q: 3 clusters Score -2317358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2317366.250000 Penalty: 3188.285889
	Iteration 85Q: 3 clusters Score -2317366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2317366.000000 Penalty: 3188.285889
	Iteration 86Q: 3 clusters Score -2317366 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2317372.000000 Penalty: 3188.285889
	Iteration 87Q: 3 clusters Score -2317372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2317374.500000 Penalty: 3188.285889
	Iteration 88Q: 3 clusters Score -2317374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2317380.500000 Penalty: 3188.285889
	Iteration 89Q: 3 clusters Score -2317380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2317378.000000 Penalty: 3188.285889
	Iteration 90Q: 3 clusters Score -2317378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -2317383.250000 Penalty: 3188.285889
	Iteration 91Q: 3 clusters Score -2317383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2317382.750000 Penalty: 3188.285889
	Iteration 92Q: 3 clusters Score -2317383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2317385.750000 Penalty: 3188.285889
	Iteration 93Q: 3 clusters Score -2317386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2317382.000000 Penalty: 3188.285889
	Iteration 94Q: 3 clusters Score -2317382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2317384.250000 Penalty: 3188.285889
	Iteration 95Q: 3 clusters Score -2317384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2317392.750000 Penalty: 3188.285889
	Iteration 96Q: 3 clusters Score -2317393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2317394.750000 Penalty: 3188.285889
	Iteration 97Q: 3 clusters Score -2317395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2317392.000000 Penalty: 3188.285889
	Iteration 98Q: 3 clusters Score -2317392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2317398.500000 Penalty: 3188.285889
	Iteration 99Q: 3 clusters Score -2317398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -2317397.500000 Penalty: 3188.285889
	Iteration 100F: 3 clusters Score -2317398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2317404.500000 Penalty: 3188.285889
	Iteration 101Q: 3 clusters Score -2317404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -2317409.000000 Penalty: 3188.285889
	Iteration 102Q: 3 clusters Score -2317409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2317404.250000 Penalty: 3188.285889
	Iteration 103Q: 3 clusters Score -2317404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2317410.250000 Penalty: 3188.285889
	Iteration 104Q: 3 clusters Score -2317410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2317419.500000 Penalty: 3188.285889
	Iteration 105Q: 3 clusters Score -2317420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2317423.250000 Penalty: 3188.285889
	Iteration 106Q: 3 clusters Score -2317423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2317427.250000 Penalty: 3188.285889
	Iteration 107Q: 3 clusters Score -2317427 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2317432.250000 Penalty: 3188.285889
	Iteration 108Q: 3 clusters Score -2317432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -2317432.000000 Penalty: 3188.285889
	Iteration 109Q: 3 clusters Score -2317432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2317431.500000 Penalty: 3188.285889
	Iteration 110Q: 3 clusters Score -2317432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2317434.250000 Penalty: 3188.285889
	Iteration 111Q: 3 clusters Score -2317434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2317433.000000 Penalty: 3188.285889
	Iteration 112Q: 3 clusters Score -2317433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2317436.000000 Penalty: 3188.285889
	Iteration 113Q: 3 clusters Score -2317436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2317435.250000 Penalty: 3188.285889
	Iteration 114Q: 3 clusters Score -2317435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2317431.500000 Penalty: 3188.285889
	Iteration 115Q: 3 clusters Score -2317432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2317438.250000 Penalty: 3188.285889
	Iteration 116Q: 3 clusters Score -2317438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2317441.250000 Penalty: 3188.285889
	Iteration 117Q: 3 clusters Score -2317441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2317445.000000 Penalty: 3188.285889
	Iteration 118Q: 3 clusters Score -2317445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2317446.750000 Penalty: 3188.285889
	Iteration 119Q: 3 clusters Score -2317447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2317447.750000 Penalty: 3188.285889
	Iteration 120F: 3 clusters Score -2317448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2317449.250000 Penalty: 3188.285889
	Iteration 121Q: 3 clusters Score -2317449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2317447.000000 Penalty: 3188.285889
	Iteration 122Q: 3 clusters Score -2317447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2317447.750000 Penalty: 3188.285889
	Iteration 123Q: 3 clusters Score -2317448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2317457.000000 Penalty: 3188.285889
	Iteration 124Q: 3 clusters Score -2317457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2317453.250000 Penalty: 3188.285889
	Iteration 125Q: 3 clusters Score -2317453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2317453.000000 Penalty: 3188.285889
	Iteration 126Q: 3 clusters Score -2317453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2317460.500000 Penalty: 3188.285889
	Iteration 127Q: 3 clusters Score -2317460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2317459.750000 Penalty: 3188.285889
	Iteration 128Q: 3 clusters Score -2317460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2317461.500000 Penalty: 3188.285889
	Iteration 129Q: 3 clusters Score -2317462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2317468.250000 Penalty: 3188.285889
	Iteration 130Q: 3 clusters Score -2317468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2317465.250000 Penalty: 3188.285889
	Iteration 131Q: 3 clusters Score -2317465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2317468.750000 Penalty: 3188.285889
	Iteration 132Q: 3 clusters Score -2317469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2317471.000000 Penalty: 3188.285889
	Iteration 133Q: 3 clusters Score -2317471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2317472.750000 Penalty: 3188.285889
	Iteration 134Q: 3 clusters Score -2317473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2317472.000000 Penalty: 3188.285889
	Iteration 135Q: 3 clusters Score -2317472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2317475.750000 Penalty: 3188.285889
	Iteration 136Q: 3 clusters Score -2317476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2317474.250000 Penalty: 3188.285889
	Iteration 137Q: 3 clusters Score -2317474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2317473.000000 Penalty: 3188.285889
	Iteration 138Q: 3 clusters Score -2317473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2317473.250000 Penalty: 3188.285889
	Iteration 139Q: 3 clusters Score -2317473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2317469.500000 Penalty: 3188.285889
	Iteration 140F: 3 clusters Score -2317470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2317474.500000 Penalty: 3188.285889
	Iteration 141Q: 3 clusters Score -2317474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2317474.250000 Penalty: 3188.285889
	Iteration 142Q: 3 clusters Score -2317474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2317476.250000 Penalty: 3188.285889
	Iteration 143Q: 3 clusters Score -2317476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2317474.250000 Penalty: 3188.285889
	Iteration 144Q: 3 clusters Score -2317474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2317478.000000 Penalty: 3188.285889
	Iteration 145Q: 3 clusters Score -2317478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2317474.500000 Penalty: 3188.285889
	Iteration 146Q: 3 clusters Score -2317474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2317477.250000 Penalty: 3188.285889
	Iteration 147Q: 3 clusters Score -2317477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2317478.750000 Penalty: 3188.285889
	Iteration 148Q: 3 clusters Score -2317479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2317477.000000 Penalty: 3188.285889
	Iteration 149Q: 3 clusters Score -2317477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2317478.000000 Penalty: 3188.285889
	Iteration 150Q: 3 clusters Score -2317478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2317476.000000 Penalty: 3188.285889
	Iteration 151Q: 3 clusters Score -2317476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2317476.250000 Penalty: 3188.285889
	Iteration 152Q: 3 clusters Score -2317476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2317476.250000 Penalty: 3188.285889
	Iteration 153F: 3 clusters Score -2317476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -108475.234375 Penalty: 1098.567383
	Iteration 0F: 2 clusters Score -108475.2 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 450 members 
Entering Unmasked Estep 
Score: -107122.296875 Penalty: 2197.134766
	Iteration 0F: 3 clusters Score -107122.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -107311.781250 Penalty: 2197.134766
	Iteration 1F: 3 clusters Score -107311.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -107371.015625 Penalty: 2197.134766
	Iteration 2F: 3 clusters Score -107371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -107390.578125 Penalty: 2197.134766
	Iteration 3Q: 3 clusters Score -107390.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -107407.492188 Penalty: 2197.134766
	Iteration 4Q: 3 clusters Score -107407.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -107422.921875 Penalty: 2197.134766
	Iteration 5Q: 3 clusters Score -107422.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -107428.234375 Penalty: 2197.134766
	Iteration 6Q: 3 clusters Score -107428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -107432.140625 Penalty: 2197.134766
	Iteration 7Q: 3 clusters Score -107432.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -107432.367188 Penalty: 2197.134766
	Iteration 8Q: 3 clusters Score -107432.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -107432.367188 Penalty: 2197.134766
	Iteration 9F: 3 clusters Score -107432.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -51465.945312 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -51465.95 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 152 members 
Entering Unmasked Estep 
Score: -50524.164062 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -50524.16 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50640.984375 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -50640.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50650.406250 Penalty: 1876.729248
	Iteration 2Q: 3 clusters Score -50650.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50665.578125 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -50665.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50670.226562 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -50670.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -50671.367188 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -50671.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -50673.101562 Penalty: 1876.729248
	Iteration 6Q: 3 clusters Score -50673.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -50673.101562 Penalty: 1876.729248
	Iteration 7F: 3 clusters Score -50673.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -33972.929688 Penalty: 969.914978
	Iteration 0F: 2 clusters Score -33972.93 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 195 members 
Entering Unmasked Estep 
Score: -33088.632812 Penalty: 1939.829956
	Iteration 0F: 3 clusters Score -33088.63 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33309.093750 Penalty: 1939.829956
	Iteration 1F: 3 clusters Score -33309.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33374.921875 Penalty: 1939.829956
	Iteration 2F: 3 clusters Score -33374.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -33418.359375 Penalty: 1939.829956
	Iteration 3Q: 3 clusters Score -33418.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33432.238281 Penalty: 1939.829956
	Iteration 4Q: 3 clusters Score -33432.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33442.292969 Penalty: 1939.829956
	Iteration 5Q: 3 clusters Score -33442.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -33455.464844 Penalty: 1939.829956
	Iteration 6Q: 3 clusters Score -33455.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33465.960938 Penalty: 1939.829956
	Iteration 7Q: 3 clusters Score -33465.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33468.191406 Penalty: 1939.829956
	Iteration 8Q: 3 clusters Score -33468.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -33469.414062 Penalty: 1939.829956
	Iteration 9Q: 3 clusters Score -33469.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33470.195312 Penalty: 1939.829956
	Iteration 10Q: 3 clusters Score -33470.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33470.746094 Penalty: 1939.829956
	Iteration 11Q: 3 clusters Score -33470.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33472.250000 Penalty: 1939.829956
	Iteration 12Q: 3 clusters Score -33472.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33476.437500 Penalty: 1939.829956
	Iteration 13Q: 3 clusters Score -33476.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33477.515625 Penalty: 1939.829956
	Iteration 14Q: 3 clusters Score -33477.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33482.773438 Penalty: 1939.829956
	Iteration 15Q: 3 clusters Score -33482.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33484.933594 Penalty: 1939.829956
	Iteration 16Q: 3 clusters Score -33484.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33491.125000 Penalty: 1939.829956
	Iteration 17Q: 3 clusters Score -33491.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33494.183594 Penalty: 1939.829956
	Iteration 18Q: 3 clusters Score -33494.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33498.203125 Penalty: 1939.829956
	Iteration 19Q: 3 clusters Score -33498.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33498.203125 Penalty: 1939.829956
	Iteration 20F: 3 clusters Score -33498.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -31939.314453 Penalty: 953.760742
	Iteration 0F: 2 clusters Score -31939.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -31070.910156 Penalty: 1907.521484
	Iteration 0F: 3 clusters Score -31070.91 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31243.416016 Penalty: 1907.521484
	Iteration 1F: 3 clusters Score -31243.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31308.439453 Penalty: 1907.521484
	Iteration 2F: 3 clusters Score -31308.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31337.341797 Penalty: 1907.521484
	Iteration 3Q: 3 clusters Score -31337.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -31345.091797 Penalty: 1907.521484
	Iteration 4Q: 3 clusters Score -31345.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31352.841797 Penalty: 1907.521484
	Iteration 5Q: 3 clusters Score -31352.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31363.835938 Penalty: 1907.521484
	Iteration 6Q: 3 clusters Score -31363.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -31367.248047 Penalty: 1907.521484
	Iteration 7Q: 3 clusters Score -31367.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -31376.968750 Penalty: 1907.521484
	Iteration 8Q: 3 clusters Score -31376.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -31378.126953 Penalty: 1907.521484
	Iteration 9Q: 3 clusters Score -31378.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -31381.976562 Penalty: 1907.521484
	Iteration 10Q: 3 clusters Score -31381.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -31383.406250 Penalty: 1907.521484
	Iteration 11Q: 3 clusters Score -31383.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -31383.406250 Penalty: 1907.521484
	Iteration 12F: 3 clusters Score -31383.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Entering Unmasked Estep 
Score: -424693.281250 Penalty: 1322.990723
	Iteration 0F: 2 clusters Score -424693.3 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 1649 members 
Entering Unmasked Estep 
Score: -421708.156250 Penalty: 2645.981445
	Iteration 0F: 3 clusters Score -421708.2 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -422479.343750 Penalty: 2645.981445
	Iteration 1F: 3 clusters Score -422479.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -422706.531250 Penalty: 2645.981445
	Iteration 2F: 3 clusters Score -422706.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -422973.843750 Penalty: 2645.981445
	Iteration 3F: 3 clusters Score -422973.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -423265.687500 Penalty: 2645.981445
	Iteration 4F: 3 clusters Score -423265.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -423565.062500 Penalty: 2645.981445
	Iteration 5F: 3 clusters Score -423565.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -423819.968750 Penalty: 2645.981445
	Iteration 6F: 3 clusters Score -423820 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -423974.468750 Penalty: 2645.981445
	Iteration 7Q: 3 clusters Score -423974.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -424058.250000 Penalty: 2645.981445
	Iteration 8Q: 3 clusters Score -424058.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -424101.312500 Penalty: 2645.981445
	Iteration 9Q: 3 clusters Score -424101.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -424120.625000 Penalty: 2645.981445
	Iteration 10Q: 3 clusters Score -424120.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -424127.906250 Penalty: 2645.981445
	Iteration 11Q: 3 clusters Score -424127.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -424130.312500 Penalty: 2645.981445
	Iteration 12Q: 3 clusters Score -424130.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -424132.718750 Penalty: 2645.981445
	Iteration 13Q: 3 clusters Score -424132.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -424135.062500 Penalty: 2645.981445
	Iteration 14Q: 3 clusters Score -424135.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -424136.187500 Penalty: 2645.981445
	Iteration 15Q: 3 clusters Score -424136.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -424139.406250 Penalty: 2645.981445
	Iteration 16Q: 3 clusters Score -424139.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -424143.125000 Penalty: 2645.981445
	Iteration 17Q: 3 clusters Score -424143.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -424147.781250 Penalty: 2645.981445
	Iteration 18Q: 3 clusters Score -424147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -424150.875000 Penalty: 2645.981445
	Iteration 19Q: 3 clusters Score -424150.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -424151.687500 Penalty: 2645.981445
	Iteration 20F: 3 clusters Score -424151.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -424153.156250 Penalty: 2645.981445
	Iteration 21Q: 3 clusters Score -424153.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -424153.562500 Penalty: 2645.981445
	Iteration 22Q: 3 clusters Score -424153.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -424154.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
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	Iteration 24F: 3 clusters Score -424154.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50270 members 
Mstep: Class 3 contains 34958 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 109976 members 
Mstep: Class 6 contains 11261 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59473 members 
Mstep: Class 9 contains 80274 members 
Mstep: Class 10 contains 46912 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 18217 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3434 members 
Entering Unmasked Estep 
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Iteration 159Q: 20 clusters Score -5.401404e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50271 members 
Mstep: Class 3 contains 34995 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110310 members 
Mstep: Class 6 contains 11263 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59330 members 
Mstep: Class 9 contains 80080 members 
Mstep: Class 10 contains 46872 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 18211 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 3002 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3433 members 
Entering Unmasked Estep 
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Iteration 160F: 20 clusters Score -5.401468e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50160 members 
Mstep: Class 3 contains 34977 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110622 members 
Mstep: Class 6 contains 11252 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 59060 members 
Mstep: Class 9 contains 79930 members 
Mstep: Class 10 contains 46786 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 18165 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 3385 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3433 members 
Entering Unmasked Estep 
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Iteration 161Q: 20 clusters Score -5.401489e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50088 members 
Mstep: Class 3 contains 34958 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110857 members 
Mstep: Class 6 contains 11246 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 58928 members 
Mstep: Class 9 contains 79827 members 
Mstep: Class 10 contains 46710 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 18135 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 3588 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3433 members 
Entering Unmasked Estep 
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Iteration 162Q: 20 clusters Score -5.401504e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50049 members 
Mstep: Class 3 contains 34948 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110958 members 
Mstep: Class 6 contains 11241 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 58846 members 
Mstep: Class 9 contains 79758 members 
Mstep: Class 10 contains 46654 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 18111 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 3774 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
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Iteration 163Q: 20 clusters Score -5.401502e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50009 members 
Mstep: Class 3 contains 34935 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 111018 members 
Mstep: Class 6 contains 11237 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 58786 members 
Mstep: Class 9 contains 79675 members 
Mstep: Class 10 contains 46601 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 761 members 
Mstep: Class 13 contains 18107 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
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Iteration 164Q: 20 clusters Score -5.401514e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49993 members 
Mstep: Class 3 contains 34916 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 111011 members 
Mstep: Class 6 contains 11239 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 58716 members 
Mstep: Class 9 contains 79607 members 
Mstep: Class 10 contains 46570 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 761 members 
Mstep: Class 13 contains 18104 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 4185 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
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Iteration 165Q: 20 clusters Score -5.401514e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49971 members 
Mstep: Class 3 contains 34904 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110982 members 
Mstep: Class 6 contains 11231 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 58667 members 
Mstep: Class 9 contains 79529 members 
Mstep: Class 10 contains 46545 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 761 members 
Mstep: Class 13 contains 18092 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 4420 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
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Iteration 166Q: 20 clusters Score -5.401524e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49951 members 
Mstep: Class 3 contains 34899 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110972 members 
Mstep: Class 6 contains 11232 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 58588 members 
Mstep: Class 9 contains 79460 members 
Mstep: Class 10 contains 46518 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 761 members 
Mstep: Class 13 contains 18085 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 4636 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
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Iteration 167Q: 20 clusters Score -5.401529e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49933 members 
Mstep: Class 3 contains 34902 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110963 members 
Mstep: Class 6 contains 11230 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 58478 members 
Mstep: Class 9 contains 79385 members 
Mstep: Class 10 contains 46502 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 18081 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 4866 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
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Iteration 168Q: 20 clusters Score -5.401565e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49921 members 
Mstep: Class 3 contains 34904 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110930 members 
Mstep: Class 6 contains 11230 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 58371 members 
Mstep: Class 9 contains 79302 members 
Mstep: Class 10 contains 46482 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 18080 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 5120 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
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Iteration 169Q: 20 clusters Score -5.401589e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49911 members 
Mstep: Class 3 contains 34904 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110867 members 
Mstep: Class 6 contains 11220 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 58251 members 
Mstep: Class 9 contains 79225 members 
Mstep: Class 10 contains 46446 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 18081 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 5435 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
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Iteration 170Q: 20 clusters Score -5.401604e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49891 members 
Mstep: Class 3 contains 34905 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110798 members 
Mstep: Class 6 contains 11218 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 58153 members 
Mstep: Class 9 contains 79123 members 
Mstep: Class 10 contains 46410 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 18086 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 5756 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
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Iteration 171Q: 20 clusters Score -5.40162e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49871 members 
Mstep: Class 3 contains 34906 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110743 members 
Mstep: Class 6 contains 11211 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 58026 members 
Mstep: Class 9 contains 79011 members 
Mstep: Class 10 contains 46370 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 18093 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 6109 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
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Iteration 172Q: 20 clusters Score -5.401627e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49849 members 
Mstep: Class 3 contains 34907 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110673 members 
Mstep: Class 6 contains 11203 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 57863 members 
Mstep: Class 9 contains 78921 members 
Mstep: Class 10 contains 46333 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 763 members 
Mstep: Class 13 contains 18088 members 
Mstep: Class 14 contains 867 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 6501 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
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Iteration 173Q: 20 clusters Score -5.401644e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49818 members 
Mstep: Class 3 contains 34914 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110604 members 
Mstep: Class 6 contains 11201 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 57651 members 
Mstep: Class 9 contains 78847 members 
Mstep: Class 10 contains 46316 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 18077 members 
Mstep: Class 14 contains 867 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 6909 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
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Iteration 174Q: 20 clusters Score -5.401662e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49776 members 
Mstep: Class 3 contains 34921 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110523 members 
Mstep: Class 6 contains 11193 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 57465 members 
Mstep: Class 9 contains 78762 members 
Mstep: Class 10 contains 46294 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 763 members 
Mstep: Class 13 contains 18066 members 
Mstep: Class 14 contains 867 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 7338 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
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Iteration 175Q: 20 clusters Score -5.401673e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49752 members 
Mstep: Class 3 contains 34929 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110436 members 
Mstep: Class 6 contains 11180 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 57301 members 
Mstep: Class 9 contains 78654 members 
Mstep: Class 10 contains 46250 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 760 members 
Mstep: Class 13 contains 18055 members 
Mstep: Class 14 contains 867 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 7784 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
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Iteration 176Q: 20 clusters Score -5.40169e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49707 members 
Mstep: Class 3 contains 34933 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110351 members 
Mstep: Class 6 contains 11168 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 57143 members 
Mstep: Class 9 contains 78547 members 
Mstep: Class 10 contains 46197 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 761 members 
Mstep: Class 13 contains 18047 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 8248 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
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Iteration 177Q: 20 clusters Score -5.40172e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49676 members 
Mstep: Class 3 contains 34945 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110240 members 
Mstep: Class 6 contains 11145 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 56965 members 
Mstep: Class 9 contains 78416 members 
Mstep: Class 10 contains 46163 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 18045 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 8745 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
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Iteration 178Q: 20 clusters Score -5.40174e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49647 members 
Mstep: Class 3 contains 34952 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110195 members 
Mstep: Class 6 contains 11135 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 56734 members 
Mstep: Class 9 contains 78275 members 
Mstep: Class 10 contains 46115 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 18048 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 9239 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
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Iteration 179Q: 20 clusters Score -5.401767e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49595 members 
Mstep: Class 3 contains 34961 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110182 members 
Mstep: Class 6 contains 11115 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 56470 members 
Mstep: Class 9 contains 78146 members 
Mstep: Class 10 contains 46089 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 18042 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 9740 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
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Iteration 180F: 20 clusters Score -5.401807e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49531 members 
Mstep: Class 3 contains 34964 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110127 members 
Mstep: Class 6 contains 11106 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 56114 members 
Mstep: Class 9 contains 77989 members 
Mstep: Class 10 contains 46021 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 761 members 
Mstep: Class 13 contains 18047 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 10442 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
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Iteration 181Q: 20 clusters Score -5.401842e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49451 members 
Mstep: Class 3 contains 34963 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110013 members 
Mstep: Class 6 contains 11098 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 55716 members 
Mstep: Class 9 contains 77834 members 
Mstep: Class 10 contains 45986 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 18043 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 11236 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
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Iteration 182Q: 20 clusters Score -5.401864e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49401 members 
Mstep: Class 3 contains 34962 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 109851 members 
Mstep: Class 6 contains 11092 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 55289 members 
Mstep: Class 9 contains 77658 members 
Mstep: Class 10 contains 45933 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 18039 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 12115 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
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Iteration 183Q: 20 clusters Score -5.401919e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49314 members 
Mstep: Class 3 contains 34973 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 109672 members 
Mstep: Class 6 contains 11072 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 54800 members 
Mstep: Class 9 contains 77480 members 
Mstep: Class 10 contains 45884 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 18033 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 13112 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
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Iteration 184Q: 20 clusters Score -5.401968e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49197 members 
Mstep: Class 3 contains 34982 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 109493 members 
Mstep: Class 6 contains 11054 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 54258 members 
Mstep: Class 9 contains 77300 members 
Mstep: Class 10 contains 45846 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 18030 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 14178 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
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Iteration 185Q: 20 clusters Score -5.402031e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 49102 members 
Mstep: Class 3 contains 34962 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 109212 members 
Mstep: Class 6 contains 11038 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 53719 members 
Mstep: Class 9 contains 77091 members 
Mstep: Class 10 contains 45790 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 763 members 
Mstep: Class 13 contains 18026 members 
Mstep: Class 14 contains 867 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 15398 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
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Iteration 186Q: 20 clusters Score -5.402096e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 48961 members 
Mstep: Class 3 contains 34943 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 108941 members 
Mstep: Class 6 contains 11038 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 53179 members 
Mstep: Class 9 contains 76835 members 
Mstep: Class 10 contains 45671 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 18021 members 
Mstep: Class 14 contains 868 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 16748 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021684.000000 Penalty: 39992.996094
Iteration 187Q: 20 clusters Score -5.402168e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 48817 members 
Mstep: Class 3 contains 34930 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 108672 members 
Mstep: Class 6 contains 11038 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 52663 members 
Mstep: Class 9 contains 76563 members 
Mstep: Class 10 contains 45546 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 18008 members 
Mstep: Class 14 contains 868 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 18101 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54022360.000000 Penalty: 39992.996094
Iteration 188Q: 20 clusters Score -5.402236e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 48679 members 
Mstep: Class 3 contains 34910 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 108457 members 
Mstep: Class 6 contains 11036 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 52116 members 
Mstep: Class 9 contains 76234 members 
Mstep: Class 10 contains 45391 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 17988 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 19528 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54023204.000000 Penalty: 39992.996094
Iteration 189Q: 20 clusters Score -5.40232e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 48537 members 
Mstep: Class 3 contains 34888 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 108254 members 
Mstep: Class 6 contains 11029 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 51566 members 
Mstep: Class 9 contains 75897 members 
Mstep: Class 10 contains 45194 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 17965 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 21009 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54024024.000000 Penalty: 39992.996094
Iteration 190Q: 20 clusters Score -5.402402e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 48378 members 
Mstep: Class 3 contains 34869 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 108017 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 51008 members 
Mstep: Class 9 contains 75557 members 
Mstep: Class 10 contains 45011 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 761 members 
Mstep: Class 13 contains 17937 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 22545 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54024696.000000 Penalty: 39992.996094
Iteration 191Q: 20 clusters Score -5.40247e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 48269 members 
Mstep: Class 3 contains 34844 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 107775 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 50447 members 
Mstep: Class 9 contains 75205 members 
Mstep: Class 10 contains 44842 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 760 members 
Mstep: Class 13 contains 17913 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 24026 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54025228.000000 Penalty: 39992.996094
Iteration 192Q: 20 clusters Score -5.402523e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 48145 members 
Mstep: Class 3 contains 34836 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 107582 members 
Mstep: Class 6 contains 11023 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 49879 members 
Mstep: Class 9 contains 74817 members 
Mstep: Class 10 contains 44644 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 760 members 
Mstep: Class 13 contains 17892 members 
Mstep: Class 14 contains 867 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 25520 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54025996.000000 Penalty: 39992.996094
Iteration 193Q: 20 clusters Score -5.4026e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 48035 members 
Mstep: Class 3 contains 34806 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 107311 members 
Mstep: Class 6 contains 11018 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 49442 members 
Mstep: Class 9 contains 74429 members 
Mstep: Class 10 contains 44439 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 761 members 
Mstep: Class 13 contains 17881 members 
Mstep: Class 14 contains 867 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 26976 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54026728.000000 Penalty: 39992.996094
Iteration 194Q: 20 clusters Score -5.402673e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 47952 members 
Mstep: Class 3 contains 34809 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 107063 members 
Mstep: Class 6 contains 11005 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 49068 members 
Mstep: Class 9 contains 74031 members 
Mstep: Class 10 contains 44220 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 761 members 
Mstep: Class 13 contains 17869 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 28322 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54027288.000000 Penalty: 39992.996094
Iteration 195Q: 20 clusters Score -5.402729e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 47892 members 
Mstep: Class 3 contains 34801 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 106812 members 
Mstep: Class 6 contains 10988 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 48675 members 
Mstep: Class 9 contains 73681 members 
Mstep: Class 10 contains 43998 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 760 members 
Mstep: Class 13 contains 17856 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 29639 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54027804.000000 Penalty: 39992.996094
Iteration 196Q: 20 clusters Score -5.40278e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 47845 members 
Mstep: Class 3 contains 34780 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 106609 members 
Mstep: Class 6 contains 10968 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 48333 members 
Mstep: Class 9 contains 73327 members 
Mstep: Class 10 contains 43793 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 13 contains 17837 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 30852 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54028188.000000 Penalty: 39992.996094
Iteration 197Q: 20 clusters Score -5.402819e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 47811 members 
Mstep: Class 3 contains 34758 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 106258 members 
Mstep: Class 6 contains 10971 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 48110 members 
Mstep: Class 9 contains 73014 members 
Mstep: Class 10 contains 43612 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 758 members 
Mstep: Class 13 contains 17818 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 31995 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54028596.000000 Penalty: 39992.996094
Iteration 198Q: 20 clusters Score -5.40286e+07 nChanged 2261
Entering ConstructFrom: 
Score: -54028596.000000 Penalty: 39992.996094
Entering ConstructFrom: 
Trying to split cluster 1 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -83825.460938 Penalty: 1088.468506
	Iteration 0F: 2 clusters Score -83825.46 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 407 members 
Entering Unmasked Estep 
Score: -82545.257812 Penalty: 2176.937012
	Iteration 0F: 3 clusters Score -82545.26 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -82898.000000 Penalty: 2176.937012
	Iteration 1F: 3 clusters Score -82898 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -83093.898438 Penalty: 2176.937012
	Iteration 2F: 3 clusters Score -83093.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -83363.210938 Penalty: 2176.937012
	Iteration 3F: 3 clusters Score -83363.21 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -83657.570312 Penalty: 2176.937012
	Iteration 4F: 3 clusters Score -83657.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -83917.101562 Penalty: 2176.937012
	Iteration 5F: 3 clusters Score -83917.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -84153.054688 Penalty: 2176.937012
	Iteration 6Q: 3 clusters Score -84153.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -84298.671875 Penalty: 2176.937012
	Iteration 7Q: 3 clusters Score -84298.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84342.179688 Penalty: 2176.937012
	Iteration 8Q: 3 clusters Score -84342.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -84361.304688 Penalty: 2176.937012
	Iteration 9Q: 3 clusters Score -84361.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -84363.476562 Penalty: 2176.937012
	Iteration 10Q: 3 clusters Score -84363.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -84363.476562 Penalty: 2176.937012
	Iteration 11F: 3 clusters Score -84363.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 47772 members 
Mstep: Class 3 contains 34767 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 105889 members 
Mstep: Class 6 contains 10955 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 47848 members 
Mstep: Class 9 contains 72771 members 
Mstep: Class 10 contains 43416 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 755 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 33124 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 21 contains 3426 members 
Entering Unmasked Estep 
Score: -54028328.000000 Penalty: 42097.890625
Splitting cluster 1 changes total score from -54028596.000000 to -54028328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (47772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Entering Unmasked Estep 
Score: -6215071.000000 Penalty: 1750.806641
	Iteration 0F: 2 clusters Score -6215071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -6183166.500000 Penalty: 3501.613281
	Iteration 0F: 3 clusters Score -6183166 nChanged 22474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -6195983.500000 Penalty: 3501.613281
	Iteration 1F: 3 clusters Score -6195984 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -6196646.000000 Penalty: 3501.613281
	Iteration 2Q: 3 clusters Score -6196646 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -6197436.000000 Penalty: 3501.613281
	Iteration 3Q: 3 clusters Score -6197436 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -6198485.500000 Penalty: 3501.613281
	Iteration 4Q: 3 clusters Score -6198486 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -6200047.500000 Penalty: 3501.613281
	Iteration 5F: 3 clusters Score -6200048 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -6202267.000000 Penalty: 3501.613281
	Iteration 6F: 3 clusters Score -6202267 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -6205017.500000 Penalty: 3501.613281
	Iteration 7F: 3 clusters Score -6205018 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -6207487.500000 Penalty: 3501.613281
	Iteration 8F: 3 clusters Score -6207488 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -6209122.500000 Penalty: 3501.613281
	Iteration 9Q: 3 clusters Score -6209122 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -6209983.000000 Penalty: 3501.613281
	Iteration 10Q: 3 clusters Score -6209983 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -6210410.500000 Penalty: 3501.613281
	Iteration 11Q: 3 clusters Score -6210410 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -6210700.500000 Penalty: 3501.613281
	Iteration 12Q: 3 clusters Score -6210700 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -6210945.500000 Penalty: 3501.613281
	Iteration 13Q: 3 clusters Score -6210946 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -6211148.000000 Penalty: 3501.613281
	Iteration 14Q: 3 clusters Score -6211148 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -6211294.500000 Penalty: 3501.613281
	Iteration 15Q: 3 clusters Score -6211294 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -6211469.000000 Penalty: 3501.613281
	Iteration 16Q: 3 clusters Score -6211469 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -6211631.500000 Penalty: 3501.613281
	Iteration 17Q: 3 clusters Score -6211632 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -6211773.500000 Penalty: 3501.613281
	Iteration 18Q: 3 clusters Score -6211774 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -6211907.500000 Penalty: 3501.613281
	Iteration 19Q: 3 clusters Score -6211908 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -6212038.500000 Penalty: 3501.613281
	Iteration 20F: 3 clusters Score -6212038 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -6212178.000000 Penalty: 3501.613281
	Iteration 21Q: 3 clusters Score -6212178 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -6212323.000000 Penalty: 3501.613281
	Iteration 22Q: 3 clusters Score -6212323 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -6212442.500000 Penalty: 3501.613281
	Iteration 23Q: 3 clusters Score -6212442 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -6212563.000000 Penalty: 3501.613281
	Iteration 24Q: 3 clusters Score -6212563 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -6212664.500000 Penalty: 3501.613281
	Iteration 25Q: 3 clusters Score -6212664 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -6212764.000000 Penalty: 3501.613281
	Iteration 26Q: 3 clusters Score -6212764 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -6212872.500000 Penalty: 3501.613281
	Iteration 27Q: 3 clusters Score -6212872 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6212946.000000 Penalty: 3501.613281
	Iteration 28Q: 3 clusters Score -6212946 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -6213000.500000 Penalty: 3501.613281
	Iteration 29Q: 3 clusters Score -6213000 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6213043.000000 Penalty: 3501.613281
	Iteration 30Q: 3 clusters Score -6213043 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6213104.000000 Penalty: 3501.613281
	Iteration 31Q: 3 clusters Score -6213104 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -6213150.000000 Penalty: 3501.613281
	Iteration 32Q: 3 clusters Score -6213150 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6213174.500000 Penalty: 3501.613281
	Iteration 33Q: 3 clusters Score -6213174 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -6213220.000000 Penalty: 3501.613281
	Iteration 34Q: 3 clusters Score -6213220 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -6213265.000000 Penalty: 3501.613281
	Iteration 35Q: 3 clusters Score -6213265 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6213318.000000 Penalty: 3501.613281
	Iteration 36Q: 3 clusters Score -6213318 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -6213339.500000 Penalty: 3501.613281
	Iteration 37Q: 3 clusters Score -6213340 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6213354.500000 Penalty: 3501.613281
	Iteration 38Q: 3 clusters Score -6213354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6213356.500000 Penalty: 3501.613281
	Iteration 39Q: 3 clusters Score -6213356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6213371.500000 Penalty: 3501.613281
	Iteration 40F: 3 clusters Score -6213372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6213385.500000 Penalty: 3501.613281
	Iteration 41Q: 3 clusters Score -6213386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6213378.000000 Penalty: 3501.613281
	Iteration 42Q: 3 clusters Score -6213378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6213393.500000 Penalty: 3501.613281
	Iteration 43Q: 3 clusters Score -6213394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6213406.000000 Penalty: 3501.613281
	Iteration 44Q: 3 clusters Score -6213406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6213403.500000 Penalty: 3501.613281
	Iteration 45Q: 3 clusters Score -6213404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -6213404.000000 Penalty: 3501.613281
	Iteration 46Q: 3 clusters Score -6213404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6213407.000000 Penalty: 3501.613281
	Iteration 47Q: 3 clusters Score -6213407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6213410.500000 Penalty: 3501.613281
	Iteration 48Q: 3 clusters Score -6213410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6213411.500000 Penalty: 3501.613281
	Iteration 49Q: 3 clusters Score -6213412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6213417.500000 Penalty: 3501.613281
	Iteration 50Q: 3 clusters Score -6213418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6213421.000000 Penalty: 3501.613281
	Iteration 51Q: 3 clusters Score -6213421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6213424.500000 Penalty: 3501.613281
	Iteration 52Q: 3 clusters Score -6213424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6213426.000000 Penalty: 3501.613281
	Iteration 53Q: 3 clusters Score -6213426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -6213428.000000 Penalty: 3501.613281
	Iteration 54Q: 3 clusters Score -6213428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6213432.000000 Penalty: 3501.613281
	Iteration 55Q: 3 clusters Score -6213432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -6213435.500000 Penalty: 3501.613281
	Iteration 56Q: 3 clusters Score -6213436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6213433.000000 Penalty: 3501.613281
	Iteration 57Q: 3 clusters Score -6213433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6213444.000000 Penalty: 3501.613281
	Iteration 58Q: 3 clusters Score -6213444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6213448.500000 Penalty: 3501.613281
	Iteration 59Q: 3 clusters Score -6213448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6213449.000000 Penalty: 3501.613281
	Iteration 60F: 3 clusters Score -6213449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6213458.500000 Penalty: 3501.613281
	Iteration 61Q: 3 clusters Score -6213458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6213464.000000 Penalty: 3501.613281
	Iteration 62Q: 3 clusters Score -6213464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6213465.000000 Penalty: 3501.613281
	Iteration 63Q: 3 clusters Score -6213465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6213460.000000 Penalty: 3501.613281
	Iteration 64Q: 3 clusters Score -6213460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6213461.500000 Penalty: 3501.613281
	Iteration 65Q: 3 clusters Score -6213462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6213464.500000 Penalty: 3501.613281
	Iteration 66Q: 3 clusters Score -6213464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6213465.500000 Penalty: 3501.613281
	Iteration 67Q: 3 clusters Score -6213466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6213464.000000 Penalty: 3501.613281
	Iteration 68Q: 3 clusters Score -6213464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6213464.000000 Penalty: 3501.613281
	Iteration 69F: 3 clusters Score -6213464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Entering Unmasked Estep 
Score: -4536496.000000 Penalty: 1699.168823
	Iteration 0F: 2 clusters Score -4536496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -4513290.000000 Penalty: 3398.337646
	Iteration 0F: 3 clusters Score -4513290 nChanged 16052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -4522286.000000 Penalty: 3398.337646
	Iteration 1F: 3 clusters Score -4522286 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -4522658.000000 Penalty: 3398.337646
	Iteration 2Q: 3 clusters Score -4522658 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -4522996.500000 Penalty: 3398.337646
	Iteration 3Q: 3 clusters Score -4522996 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -4523344.500000 Penalty: 3398.337646
	Iteration 4Q: 3 clusters Score -4523344 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -4523739.500000 Penalty: 3398.337646
	Iteration 5Q: 3 clusters Score -4523740 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -4524284.500000 Penalty: 3398.337646
	Iteration 6Q: 3 clusters Score -4524284 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -4525028.000000 Penalty: 3398.337646
	Iteration 7Q: 3 clusters Score -4525028 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -4526097.500000 Penalty: 3398.337646
	Iteration 8F: 3 clusters Score -4526098 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -4527574.000000 Penalty: 3398.337646
	Iteration 9F: 3 clusters Score -4527574 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -4528962.000000 Penalty: 3398.337646
	Iteration 10F: 3 clusters Score -4528962 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -4529761.500000 Penalty: 3398.337646
	Iteration 11Q: 3 clusters Score -4529762 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -4530035.500000 Penalty: 3398.337646
	Iteration 12Q: 3 clusters Score -4530036 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -4530195.500000 Penalty: 3398.337646
	Iteration 13Q: 3 clusters Score -4530196 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -4530247.500000 Penalty: 3398.337646
	Iteration 14Q: 3 clusters Score -4530248 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -4530300.000000 Penalty: 3398.337646
	Iteration 15Q: 3 clusters Score -4530300 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -4530358.500000 Penalty: 3398.337646
	Iteration 16Q: 3 clusters Score -4530358 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -4530399.000000 Penalty: 3398.337646
	Iteration 17Q: 3 clusters Score -4530399 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -4530461.000000 Penalty: 3398.337646
	Iteration 18Q: 3 clusters Score -4530461 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -4530484.000000 Penalty: 3398.337646
	Iteration 19Q: 3 clusters Score -4530484 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -4530541.000000 Penalty: 3398.337646
	Iteration 20F: 3 clusters Score -4530541 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -4530602.500000 Penalty: 3398.337646
	Iteration 21Q: 3 clusters Score -4530602 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -4530636.000000 Penalty: 3398.337646
	Iteration 22Q: 3 clusters Score -4530636 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -4530705.000000 Penalty: 3398.337646
	Iteration 23Q: 3 clusters Score -4530705 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -4530765.500000 Penalty: 3398.337646
	Iteration 24Q: 3 clusters Score -4530766 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -4530817.500000 Penalty: 3398.337646
	Iteration 25Q: 3 clusters Score -4530818 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -4530859.000000 Penalty: 3398.337646
	Iteration 26Q: 3 clusters Score -4530859 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -4530896.500000 Penalty: 3398.337646
	Iteration 27Q: 3 clusters Score -4530896 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -4530934.500000 Penalty: 3398.337646
	Iteration 28Q: 3 clusters Score -4530934 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -4530967.000000 Penalty: 3398.337646
	Iteration 29Q: 3 clusters Score -4530967 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -4531013.000000 Penalty: 3398.337646
	Iteration 30Q: 3 clusters Score -4531013 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -4531030.500000 Penalty: 3398.337646
	Iteration 31Q: 3 clusters Score -4531030 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -4531050.000000 Penalty: 3398.337646
	Iteration 32Q: 3 clusters Score -4531050 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -4531073.000000 Penalty: 3398.337646
	Iteration 33Q: 3 clusters Score -4531073 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -4531132.500000 Penalty: 3398.337646
	Iteration 34Q: 3 clusters Score -4531132 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -4531130.000000 Penalty: 3398.337646
	Iteration 35Q: 3 clusters Score -4531130 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -4531164.500000 Penalty: 3398.337646
	Iteration 36Q: 3 clusters Score -4531164 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -4531193.000000 Penalty: 3398.337646
	Iteration 37Q: 3 clusters Score -4531193 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -4531213.500000 Penalty: 3398.337646
	Iteration 38Q: 3 clusters Score -4531214 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -4531261.000000 Penalty: 3398.337646
	Iteration 39Q: 3 clusters Score -4531261 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -4531291.000000 Penalty: 3398.337646
	Iteration 40F: 3 clusters Score -4531291 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -4531303.000000 Penalty: 3398.337646
	Iteration 41Q: 3 clusters Score -4531303 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -4531328.000000 Penalty: 3398.337646
	Iteration 42Q: 3 clusters Score -4531328 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -4531338.500000 Penalty: 3398.337646
	Iteration 43Q: 3 clusters Score -4531338 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -4531367.000000 Penalty: 3398.337646
	Iteration 44Q: 3 clusters Score -4531367 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -4531383.500000 Penalty: 3398.337646
	Iteration 45Q: 3 clusters Score -4531384 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -4531435.500000 Penalty: 3398.337646
	Iteration 46Q: 3 clusters Score -4531436 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -4531452.000000 Penalty: 3398.337646
	Iteration 47Q: 3 clusters Score -4531452 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -4531479.500000 Penalty: 3398.337646
	Iteration 48Q: 3 clusters Score -4531480 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -4531498.500000 Penalty: 3398.337646
	Iteration 49Q: 3 clusters Score -4531498 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -4531551.500000 Penalty: 3398.337646
	Iteration 50Q: 3 clusters Score -4531552 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -4531599.000000 Penalty: 3398.337646
	Iteration 51Q: 3 clusters Score -4531599 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -4531629.000000 Penalty: 3398.337646
	Iteration 52Q: 3 clusters Score -4531629 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -4531681.000000 Penalty: 3398.337646
	Iteration 53Q: 3 clusters Score -4531681 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -4531720.000000 Penalty: 3398.337646
	Iteration 54Q: 3 clusters Score -4531720 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -4531786.500000 Penalty: 3398.337646
	Iteration 55Q: 3 clusters Score -4531786 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -4531817.500000 Penalty: 3398.337646
	Iteration 56Q: 3 clusters Score -4531818 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -4531863.000000 Penalty: 3398.337646
	Iteration 57Q: 3 clusters Score -4531863 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -4531913.000000 Penalty: 3398.337646
	Iteration 58Q: 3 clusters Score -4531913 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -4531967.000000 Penalty: 3398.337646
	Iteration 59Q: 3 clusters Score -4531967 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -4532065.500000 Penalty: 3398.337646
	Iteration 60F: 3 clusters Score -4532066 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -4532178.000000 Penalty: 3398.337646
	Iteration 61Q: 3 clusters Score -4532178 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -4532293.500000 Penalty: 3398.337646
	Iteration 62Q: 3 clusters Score -4532294 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -4532409.000000 Penalty: 3398.337646
	Iteration 63Q: 3 clusters Score -4532409 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -4532516.500000 Penalty: 3398.337646
	Iteration 64Q: 3 clusters Score -4532516 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -4532622.500000 Penalty: 3398.337646
	Iteration 65Q: 3 clusters Score -4532622 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -4532764.500000 Penalty: 3398.337646
	Iteration 66Q: 3 clusters Score -4532764 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -4532935.000000 Penalty: 3398.337646
	Iteration 67Q: 3 clusters Score -4532935 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -4533100.500000 Penalty: 3398.337646
	Iteration 68Q: 3 clusters Score -4533100 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -4533265.000000 Penalty: 3398.337646
	Iteration 69Q: 3 clusters Score -4533265 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -4533419.000000 Penalty: 3398.337646
	Iteration 70Q: 3 clusters Score -4533419 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -4533581.000000 Penalty: 3398.337646
	Iteration 71Q: 3 clusters Score -4533581 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -4533740.000000 Penalty: 3398.337646
	Iteration 72Q: 3 clusters Score -4533740 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4533895.000000 Penalty: 3398.337646
	Iteration 73Q: 3 clusters Score -4533895 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4534038.500000 Penalty: 3398.337646
	Iteration 74Q: 3 clusters Score -4534038 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4534167.000000 Penalty: 3398.337646
	Iteration 75Q: 3 clusters Score -4534167 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4534286.500000 Penalty: 3398.337646
	Iteration 76Q: 3 clusters Score -4534286 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4534393.500000 Penalty: 3398.337646
	Iteration 77Q: 3 clusters Score -4534394 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4534500.500000 Penalty: 3398.337646
	Iteration 78Q: 3 clusters Score -4534500 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4534596.500000 Penalty: 3398.337646
	Iteration 79Q: 3 clusters Score -4534596 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4534683.000000 Penalty: 3398.337646
	Iteration 80F: 3 clusters Score -4534683 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4534744.500000 Penalty: 3398.337646
	Iteration 81Q: 3 clusters Score -4534744 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4534805.500000 Penalty: 3398.337646
	Iteration 82Q: 3 clusters Score -4534806 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4534842.500000 Penalty: 3398.337646
	Iteration 83Q: 3 clusters Score -4534842 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4534867.500000 Penalty: 3398.337646
	Iteration 84Q: 3 clusters Score -4534868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4534900.000000 Penalty: 3398.337646
	Iteration 85Q: 3 clusters Score -4534900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4534912.500000 Penalty: 3398.337646
	Iteration 86Q: 3 clusters Score -4534912 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4534944.500000 Penalty: 3398.337646
	Iteration 87Q: 3 clusters Score -4534944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4534985.500000 Penalty: 3398.337646
	Iteration 88Q: 3 clusters Score -4534986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4535000.500000 Penalty: 3398.337646
	Iteration 89Q: 3 clusters Score -4535000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4535004.500000 Penalty: 3398.337646
	Iteration 90Q: 3 clusters Score -4535004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4535015.000000 Penalty: 3398.337646
	Iteration 91Q: 3 clusters Score -4535015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4535018.000000 Penalty: 3398.337646
	Iteration 92Q: 3 clusters Score -4535018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4535018.500000 Penalty: 3398.337646
	Iteration 93Q: 3 clusters Score -4535018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4535026.000000 Penalty: 3398.337646
	Iteration 94Q: 3 clusters Score -4535026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4535034.000000 Penalty: 3398.337646
	Iteration 95Q: 3 clusters Score -4535034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4535041.500000 Penalty: 3398.337646
	Iteration 96Q: 3 clusters Score -4535042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4535049.500000 Penalty: 3398.337646
	Iteration 97Q: 3 clusters Score -4535050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4535052.500000 Penalty: 3398.337646
	Iteration 98Q: 3 clusters Score -4535052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4535055.000000 Penalty: 3398.337646
	Iteration 99Q: 3 clusters Score -4535055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4535059.500000 Penalty: 3398.337646
	Iteration 100F: 3 clusters Score -4535060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4535061.500000 Penalty: 3398.337646
	Iteration 101Q: 3 clusters Score -4535062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4535064.000000 Penalty: 3398.337646
	Iteration 102Q: 3 clusters Score -4535064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4535064.500000 Penalty: 3398.337646
	Iteration 103Q: 3 clusters Score -4535064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4535074.000000 Penalty: 3398.337646
	Iteration 104Q: 3 clusters Score -4535074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4535077.000000 Penalty: 3398.337646
	Iteration 105Q: 3 clusters Score -4535077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4535081.500000 Penalty: 3398.337646
	Iteration 106Q: 3 clusters Score -4535082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4535082.500000 Penalty: 3398.337646
	Iteration 107Q: 3 clusters Score -4535082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4535085.500000 Penalty: 3398.337646
	Iteration 108Q: 3 clusters Score -4535086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4535087.500000 Penalty: 3398.337646
	Iteration 109Q: 3 clusters Score -4535088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4535091.500000 Penalty: 3398.337646
	Iteration 110Q: 3 clusters Score -4535092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4535090.000000 Penalty: 3398.337646
	Iteration 111Q: 3 clusters Score -4535090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4535092.500000 Penalty: 3398.337646
	Iteration 112Q: 3 clusters Score -4535092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4535092.000000 Penalty: 3398.337646
	Iteration 113Q: 3 clusters Score -4535092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4535091.500000 Penalty: 3398.337646
	Iteration 114Q: 3 clusters Score -4535092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4535094.000000 Penalty: 3398.337646
	Iteration 115Q: 3 clusters Score -4535094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4535095.000000 Penalty: 3398.337646
	Iteration 116Q: 3 clusters Score -4535095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4535099.000000 Penalty: 3398.337646
	Iteration 117Q: 3 clusters Score -4535099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4535105.000000 Penalty: 3398.337646
	Iteration 118Q: 3 clusters Score -4535105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4535106.500000 Penalty: 3398.337646
	Iteration 119Q: 3 clusters Score -4535106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4535107.500000 Penalty: 3398.337646
	Iteration 120F: 3 clusters Score -4535108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4535106.500000 Penalty: 3398.337646
	Iteration 121Q: 3 clusters Score -4535106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4535105.500000 Penalty: 3398.337646
	Iteration 122Q: 3 clusters Score -4535106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4535105.500000 Penalty: 3398.337646
	Iteration 123F: 3 clusters Score -4535106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -51807.691406 Penalty: 994.905090
	Iteration 0F: 2 clusters Score -51807.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50777.519531 Penalty: 1989.810181
	Iteration 0F: 3 clusters Score -50777.52 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50969.121094 Penalty: 1989.810181
	Iteration 1F: 3 clusters Score -50969.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51067.781250 Penalty: 1989.810181
	Iteration 2F: 3 clusters Score -51067.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51108.835938 Penalty: 1989.810181
	Iteration 3Q: 3 clusters Score -51108.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -51140.183594 Penalty: 1989.810181
	Iteration 4Q: 3 clusters Score -51140.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51157.007812 Penalty: 1989.810181
	Iteration 5Q: 3 clusters Score -51157.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51167.835938 Penalty: 1989.810181
	Iteration 6Q: 3 clusters Score -51167.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51177.324219 Penalty: 1989.810181
	Iteration 7Q: 3 clusters Score -51177.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51178.550781 Penalty: 1989.810181
	Iteration 8Q: 3 clusters Score -51178.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51185.800781 Penalty: 1989.810181
	Iteration 9Q: 3 clusters Score -51185.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51189.769531 Penalty: 1989.810181
	Iteration 10Q: 3 clusters Score -51189.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51193.761719 Penalty: 1989.810181
	Iteration 11Q: 3 clusters Score -51193.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51193.761719 Penalty: 1989.810181
	Iteration 12F: 3 clusters Score -51193.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (105889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105889 members 
Entering Unmasked Estep 
Score: -13671194.000000 Penalty: 1880.148804
	Iteration 0F: 2 clusters Score -1.367119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -13601348.000000 Penalty: 3760.297607
	Iteration 0F: 3 clusters Score -1.360135e+07 nChanged 50632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -13630624.000000 Penalty: 3760.297607
	Iteration 1F: 3 clusters Score -1.363062e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -13631602.000000 Penalty: 3760.297607
	Iteration 2Q: 3 clusters Score -1.36316e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60208 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -13632894.000000 Penalty: 3760.297607
	Iteration 3Q: 3 clusters Score -1.363289e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64413 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -13634997.000000 Penalty: 3760.297607
	Iteration 4Q: 3 clusters Score -1.3635e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70472 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -13638720.000000 Penalty: 3760.297607
	Iteration 5F: 3 clusters Score -1.363872e+07 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78534 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -13644769.000000 Penalty: 3760.297607
	Iteration 6F: 3 clusters Score -1.364477e+07 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87751 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -13652660.000000 Penalty: 3760.297607
	Iteration 7F: 3 clusters Score -1.365266e+07 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95903 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -13660700.000000 Penalty: 3760.297607
	Iteration 8F: 3 clusters Score -1.36607e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101147 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -13665817.000000 Penalty: 3760.297607
	Iteration 9Q: 3 clusters Score -1.366582e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103689 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -13668191.000000 Penalty: 3760.297607
	Iteration 10Q: 3 clusters Score -1.366819e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104745 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -13669043.000000 Penalty: 3760.297607
	Iteration 11Q: 3 clusters Score -1.366904e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105124 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -13669418.000000 Penalty: 3760.297607
	Iteration 12Q: 3 clusters Score -1.366942e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105264 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -13669582.000000 Penalty: 3760.297607
	Iteration 13Q: 3 clusters Score -1.366958e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105336 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -13669670.000000 Penalty: 3760.297607
	Iteration 14Q: 3 clusters Score -1.366967e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105375 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -13669718.000000 Penalty: 3760.297607
	Iteration 15Q: 3 clusters Score -1.366972e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105390 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -13669740.000000 Penalty: 3760.297607
	Iteration 16Q: 3 clusters Score -1.366974e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105404 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -13669756.000000 Penalty: 3760.297607
	Iteration 17Q: 3 clusters Score -1.366976e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105412 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -13669781.000000 Penalty: 3760.297607
	Iteration 18Q: 3 clusters Score -1.366978e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105419 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -13669799.000000 Penalty: 3760.297607
	Iteration 19Q: 3 clusters Score -1.36698e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105428 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -13669804.000000 Penalty: 3760.297607
	Iteration 20F: 3 clusters Score -1.36698e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105426 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -13669813.000000 Penalty: 3760.297607
	Iteration 21Q: 3 clusters Score -1.366981e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105423 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -13669812.000000 Penalty: 3760.297607
	Iteration 22Q: 3 clusters Score -1.366981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105423 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -13669817.000000 Penalty: 3760.297607
	Iteration 23Q: 3 clusters Score -1.366982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105424 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -13669826.000000 Penalty: 3760.297607
	Iteration 24Q: 3 clusters Score -1.366983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105423 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -13669828.000000 Penalty: 3760.297607
	Iteration 25Q: 3 clusters Score -1.366983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105423 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -13669839.000000 Penalty: 3760.297607
	Iteration 26Q: 3 clusters Score -1.366984e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105423 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -13669839.000000 Penalty: 3760.297607
	Iteration 27F: 3 clusters Score -1.366984e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Entering Unmasked Estep 
Score: -1434955.125000 Penalty: 1511.502075
	Iteration 0F: 2 clusters Score -1434955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1427135.500000 Penalty: 3023.004150
	Iteration 0F: 3 clusters Score -1427136 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1429666.125000 Penalty: 3023.004150
	Iteration 1F: 3 clusters Score -1429666 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1429960.375000 Penalty: 3023.004150
	Iteration 2F: 3 clusters Score -1429960 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1430218.625000 Penalty: 3023.004150
	Iteration 3F: 3 clusters Score -1430219 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1430541.250000 Penalty: 3023.004150
	Iteration 4F: 3 clusters Score -1430541 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1430917.625000 Penalty: 3023.004150
	Iteration 5F: 3 clusters Score -1430918 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1431355.000000 Penalty: 3023.004150
	Iteration 6F: 3 clusters Score -1431355 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1431857.125000 Penalty: 3023.004150
	Iteration 7F: 3 clusters Score -1431857 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1432452.000000 Penalty: 3023.004150
	Iteration 8F: 3 clusters Score -1432452 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1432943.000000 Penalty: 3023.004150
	Iteration 9Q: 3 clusters Score -1432943 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1433226.500000 Penalty: 3023.004150
	Iteration 10Q: 3 clusters Score -1433226 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1433394.000000 Penalty: 3023.004150
	Iteration 11Q: 3 clusters Score -1433394 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1433488.875000 Penalty: 3023.004150
	Iteration 12Q: 3 clusters Score -1433489 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1433566.250000 Penalty: 3023.004150
	Iteration 13Q: 3 clusters Score -1433566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1433600.125000 Penalty: 3023.004150
	Iteration 14Q: 3 clusters Score -1433600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1433617.500000 Penalty: 3023.004150
	Iteration 15Q: 3 clusters Score -1433618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1433638.625000 Penalty: 3023.004150
	Iteration 16Q: 3 clusters Score -1433639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1433648.125000 Penalty: 3023.004150
	Iteration 17Q: 3 clusters Score -1433648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1433651.625000 Penalty: 3023.004150
	Iteration 18Q: 3 clusters Score -1433652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1433650.875000 Penalty: 3023.004150
	Iteration 19Q: 3 clusters Score -1433651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1433651.750000 Penalty: 3023.004150
	Iteration 20F: 3 clusters Score -1433652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -13719.855469 Penalty: 882.268677
	Iteration 0F: 2 clusters Score -13719.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13067.746094 Penalty: 1764.537354
	Iteration 0F: 3 clusters Score -13067.75 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13208.511719 Penalty: 1764.537354
	Iteration 1F: 3 clusters Score -13208.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13252.988281 Penalty: 1764.537354
	Iteration 2Q: 3 clusters Score -13252.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13270.199219 Penalty: 1764.537354
	Iteration 3Q: 3 clusters Score -13270.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13280.968750 Penalty: 1764.537354
	Iteration 4Q: 3 clusters Score -13280.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13283.265625 Penalty: 1764.537354
	Iteration 5Q: 3 clusters Score -13283.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13284.762695 Penalty: 1764.537354
	Iteration 6F: 3 clusters Score -13284.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13299.295898 Penalty: 1764.537354
	Iteration 7Q: 3 clusters Score -13299.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13306.311523 Penalty: 1764.537354
	Iteration 8Q: 3 clusters Score -13306.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13315.552734 Penalty: 1764.537354
	Iteration 9Q: 3 clusters Score -13315.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13333.564453 Penalty: 1764.537354
	Iteration 10Q: 3 clusters Score -13333.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13335.361328 Penalty: 1764.537354
	Iteration 11Q: 3 clusters Score -13335.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13336.099609 Penalty: 1764.537354
	Iteration 12Q: 3 clusters Score -13336.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13336.099609 Penalty: 1764.537354
	Iteration 13F: 3 clusters Score -13336.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Entering Unmasked Estep 
Score: -6331928.000000 Penalty: 1751.064941
	Iteration 0F: 2 clusters Score -6331928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -6302344.000000 Penalty: 3502.129883
	Iteration 0F: 3 clusters Score -6302344 nChanged 22541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -6315659.500000 Penalty: 3502.129883
	Iteration 1F: 3 clusters Score -6315660 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -6316734.000000 Penalty: 3502.129883
	Iteration 2F: 3 clusters Score -6316734 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -6318177.500000 Penalty: 3502.129883
	Iteration 3F: 3 clusters Score -6318178 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -6320175.000000 Penalty: 3502.129883
	Iteration 4F: 3 clusters Score -6320175 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -6322774.000000 Penalty: 3502.129883
	Iteration 5F: 3 clusters Score -6322774 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -6325495.000000 Penalty: 3502.129883
	Iteration 6F: 3 clusters Score -6325495 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -6327755.000000 Penalty: 3502.129883
	Iteration 7F: 3 clusters Score -6327755 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -6329056.500000 Penalty: 3502.129883
	Iteration 8Q: 3 clusters Score -6329056 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -6329670.500000 Penalty: 3502.129883
	Iteration 9Q: 3 clusters Score -6329670 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6329994.000000 Penalty: 3502.129883
	Iteration 10Q: 3 clusters Score -6329994 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6330207.500000 Penalty: 3502.129883
	Iteration 11Q: 3 clusters Score -6330208 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6330277.000000 Penalty: 3502.129883
	Iteration 12Q: 3 clusters Score -6330277 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6330322.000000 Penalty: 3502.129883
	Iteration 13Q: 3 clusters Score -6330322 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6330362.500000 Penalty: 3502.129883
	Iteration 14Q: 3 clusters Score -6330362 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6330389.000000 Penalty: 3502.129883
	Iteration 15Q: 3 clusters Score -6330389 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6330415.000000 Penalty: 3502.129883
	Iteration 16Q: 3 clusters Score -6330415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6330439.500000 Penalty: 3502.129883
	Iteration 17Q: 3 clusters Score -6330440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6330459.000000 Penalty: 3502.129883
	Iteration 18Q: 3 clusters Score -6330459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6330460.500000 Penalty: 3502.129883
	Iteration 19Q: 3 clusters Score -6330460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6330476.000000 Penalty: 3502.129883
	Iteration 20F: 3 clusters Score -6330476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6330477.000000 Penalty: 3502.129883
	Iteration 21Q: 3 clusters Score -6330477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6330476.500000 Penalty: 3502.129883
	Iteration 22Q: 3 clusters Score -6330476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6330483.500000 Penalty: 3502.129883
	Iteration 23Q: 3 clusters Score -6330484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6330484.500000 Penalty: 3502.129883
	Iteration 24Q: 3 clusters Score -6330484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6330484.500000 Penalty: 3502.129883
	Iteration 25F: 3 clusters Score -6330484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (72771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72771 members 
Entering Unmasked Estep 
Score: -9532737.000000 Penalty: 1819.199341
	Iteration 0F: 2 clusters Score -9532737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -9489079.000000 Penalty: 3638.398682
	Iteration 0F: 3 clusters Score -9489079 nChanged 34336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -9508415.000000 Penalty: 3638.398682
	Iteration 1F: 3 clusters Score -9508415 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -9508955.000000 Penalty: 3638.398682
	Iteration 2Q: 3 clusters Score -9508955 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -9509760.000000 Penalty: 3638.398682
	Iteration 3Q: 3 clusters Score -9509760 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -9511090.000000 Penalty: 3638.398682
	Iteration 4Q: 3 clusters Score -9511090 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -9513584.000000 Penalty: 3638.398682
	Iteration 5F: 3 clusters Score -9513584 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54812 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -9517701.000000 Penalty: 3638.398682
	Iteration 6F: 3 clusters Score -9517701 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -9522930.000000 Penalty: 3638.398682
	Iteration 7F: 3 clusters Score -9522930 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67464 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -9527226.000000 Penalty: 3638.398682
	Iteration 8F: 3 clusters Score -9527226 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70807 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -9529609.000000 Penalty: 3638.398682
	Iteration 9Q: 3 clusters Score -9529609 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72069 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9530571.000000 Penalty: 3638.398682
	Iteration 10Q: 3 clusters Score -9530571 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72459 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9530882.000000 Penalty: 3638.398682
	Iteration 11Q: 3 clusters Score -9530882 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72558 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9531003.000000 Penalty: 3638.398682
	Iteration 12Q: 3 clusters Score -9531003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72586 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9531065.000000 Penalty: 3638.398682
	Iteration 13Q: 3 clusters Score -9531065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72595 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9531104.000000 Penalty: 3638.398682
	Iteration 14Q: 3 clusters Score -9531104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72603 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -9531102.000000 Penalty: 3638.398682
	Iteration 15Q: 3 clusters Score -9531102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72606 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9531108.000000 Penalty: 3638.398682
	Iteration 16Q: 3 clusters Score -9531108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72605 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9531108.000000 Penalty: 3638.398682
	Iteration 17Q: 3 clusters Score -9531108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72604 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9531110.000000 Penalty: 3638.398682
	Iteration 18Q: 3 clusters Score -9531110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72605 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9531110.000000 Penalty: 3638.398682
	Iteration 19Q: 3 clusters Score -9531110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72607 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9531120.000000 Penalty: 3638.398682
	Iteration 20F: 3 clusters Score -9531120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72609 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -9531129.000000 Penalty: 3638.398682
	Iteration 21Q: 3 clusters Score -9531129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72607 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9531122.000000 Penalty: 3638.398682
	Iteration 22Q: 3 clusters Score -9531122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72608 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9531124.000000 Penalty: 3638.398682
	Iteration 23Q: 3 clusters Score -9531124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72607 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9531128.000000 Penalty: 3638.398682
	Iteration 24Q: 3 clusters Score -9531128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72608 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9531128.000000 Penalty: 3638.398682
	Iteration 25Q: 3 clusters Score -9531128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72610 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9531138.000000 Penalty: 3638.398682
	Iteration 26Q: 3 clusters Score -9531138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72612 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -9531145.000000 Penalty: 3638.398682
	Iteration 27Q: 3 clusters Score -9531145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72616 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -9531146.000000 Penalty: 3638.398682
	Iteration 28Q: 3 clusters Score -9531146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72620 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -9531156.000000 Penalty: 3638.398682
	Iteration 29Q: 3 clusters Score -9531156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72621 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9531154.000000 Penalty: 3638.398682
	Iteration 30Q: 3 clusters Score -9531154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72623 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9531154.000000 Penalty: 3638.398682
	Iteration 31Q: 3 clusters Score -9531154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72625 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9531164.000000 Penalty: 3638.398682
	Iteration 32Q: 3 clusters Score -9531164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9531162.000000 Penalty: 3638.398682
	Iteration 33Q: 3 clusters Score -9531162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72629 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -9531176.000000 Penalty: 3638.398682
	Iteration 34Q: 3 clusters Score -9531176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72631 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9531182.000000 Penalty: 3638.398682
	Iteration 35Q: 3 clusters Score -9531182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72631 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9531182.000000 Penalty: 3638.398682
	Iteration 36F: 3 clusters Score -9531182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Entering Unmasked Estep 
Score: -5635160.500000 Penalty: 1735.269775
	Iteration 0F: 2 clusters Score -5635160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -5606165.000000 Penalty: 3470.539551
	Iteration 0F: 3 clusters Score -5606165 nChanged 20230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -5617888.000000 Penalty: 3470.539551
	Iteration 1F: 3 clusters Score -5617888 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -5619179.000000 Penalty: 3470.539551
	Iteration 2F: 3 clusters Score -5619179 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -5621125.000000 Penalty: 3470.539551
	Iteration 3F: 3 clusters Score -5621125 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -5623936.500000 Penalty: 3470.539551
	Iteration 4F: 3 clusters Score -5623936 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -5627246.500000 Penalty: 3470.539551
	Iteration 5F: 3 clusters Score -5627246 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -5630069.000000 Penalty: 3470.539551
	Iteration 6F: 3 clusters Score -5630069 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -5631742.000000 Penalty: 3470.539551
	Iteration 7Q: 3 clusters Score -5631742 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -5632536.500000 Penalty: 3470.539551
	Iteration 8Q: 3 clusters Score -5632536 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5632929.500000 Penalty: 3470.539551
	Iteration 9Q: 3 clusters Score -5632930 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5633146.000000 Penalty: 3470.539551
	Iteration 10Q: 3 clusters Score -5633146 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5633275.500000 Penalty: 3470.539551
	Iteration 11Q: 3 clusters Score -5633276 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5633364.500000 Penalty: 3470.539551
	Iteration 12Q: 3 clusters Score -5633364 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5633436.000000 Penalty: 3470.539551
	Iteration 13Q: 3 clusters Score -5633436 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5633486.500000 Penalty: 3470.539551
	Iteration 14Q: 3 clusters Score -5633486 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5633558.500000 Penalty: 3470.539551
	Iteration 15Q: 3 clusters Score -5633558 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5633593.000000 Penalty: 3470.539551
	Iteration 16Q: 3 clusters Score -5633593 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5633640.000000 Penalty: 3470.539551
	Iteration 17Q: 3 clusters Score -5633640 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5633671.000000 Penalty: 3470.539551
	Iteration 18Q: 3 clusters Score -5633671 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5633714.000000 Penalty: 3470.539551
	Iteration 19Q: 3 clusters Score -5633714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5633724.000000 Penalty: 3470.539551
	Iteration 20F: 3 clusters Score -5633724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5633751.500000 Penalty: 3470.539551
	Iteration 21Q: 3 clusters Score -5633752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5633762.500000 Penalty: 3470.539551
	Iteration 22Q: 3 clusters Score -5633762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5633759.000000 Penalty: 3470.539551
	Iteration 23Q: 3 clusters Score -5633759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5633779.000000 Penalty: 3470.539551
	Iteration 24Q: 3 clusters Score -5633779 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5633803.500000 Penalty: 3470.539551
	Iteration 25Q: 3 clusters Score -5633804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5633832.000000 Penalty: 3470.539551
	Iteration 26Q: 3 clusters Score -5633832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5633846.000000 Penalty: 3470.539551
	Iteration 27Q: 3 clusters Score -5633846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5633871.500000 Penalty: 3470.539551
	Iteration 28Q: 3 clusters Score -5633872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5633878.000000 Penalty: 3470.539551
	Iteration 29Q: 3 clusters Score -5633878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5633878.000000 Penalty: 3470.539551
	Iteration 30Q: 3 clusters Score -5633878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5633885.000000 Penalty: 3470.539551
	Iteration 31Q: 3 clusters Score -5633885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5633885.500000 Penalty: 3470.539551
	Iteration 32Q: 3 clusters Score -5633886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5633889.000000 Penalty: 3470.539551
	Iteration 33Q: 3 clusters Score -5633889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5633890.000000 Penalty: 3470.539551
	Iteration 34Q: 3 clusters Score -5633890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5633881.500000 Penalty: 3470.539551
	Iteration 35Q: 3 clusters Score -5633882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5633881.500000 Penalty: 3470.539551
	Iteration 36F: 3 clusters Score -5633882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -6761.997559 Penalty: 831.674011
	Iteration 0F: 2 clusters Score -6761.998 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 69 members 
Entering Unmasked Estep 
Score: -6175.493652 Penalty: 1663.348022
	Iteration 0F: 3 clusters Score -6175.494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6377.416504 Penalty: 1663.348022
	Iteration 1F: 3 clusters Score -6377.417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6456.898438 Penalty: 1663.348022
	Iteration 2Q: 3 clusters Score -6456.898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6458.274902 Penalty: 1663.348022
	Iteration 3Q: 3 clusters Score -6458.275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6458.274902 Penalty: 1663.348022
	Iteration 4F: 3 clusters Score -6458.275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -97200.726562 Penalty: 1076.841553
	Iteration 0F: 2 clusters Score -97200.73 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 382 members 
Entering Unmasked Estep 
Score: -96000.203125 Penalty: 2153.683105
	Iteration 0F: 3 clusters Score -96000.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -96295.398438 Penalty: 2153.683105
	Iteration 1F: 3 clusters Score -96295.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -96399.515625 Penalty: 2153.683105
	Iteration 2F: 3 clusters Score -96399.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -96471.125000 Penalty: 2153.683105
	Iteration 3Q: 3 clusters Score -96471.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -96531.125000 Penalty: 2153.683105
	Iteration 4Q: 3 clusters Score -96531.12 nChanged 16
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: -96558.789062 Penalty: 2153.683105
	Iteration 5Q: 3 clusters Score -96558.79 nChanged 6
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: -96566.250000 Penalty: 2153.683105
	Iteration 6Q: 3 clusters Score -96566.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -96571.601562 Penalty: 2153.683105
	Iteration 7Q: 3 clusters Score -96571.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -96572.468750 Penalty: 2153.683105
	Iteration 8Q: 3 clusters Score -96572.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -96573.257812 Penalty: 2153.683105
	Iteration 9Q: 3 clusters Score -96573.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -96573.976562 Penalty: 2153.683105
	Iteration 10Q: 3 clusters Score -96573.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -96573.976562 Penalty: 2153.683105
	Iteration 11F: 3 clusters Score -96573.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Entering Unmasked Estep 
Score: -2268073.500000 Penalty: 1590.462158
	Iteration 0F: 2 clusters Score -2268074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2255864.500000 Penalty: 3180.924316
	Iteration 0F: 3 clusters Score -2255864 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2260216.000000 Penalty: 3180.924316
	Iteration 1F: 3 clusters Score -2260216 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2260499.500000 Penalty: 3180.924316
	Iteration 2F: 3 clusters Score -2260500 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2260773.500000 Penalty: 3180.924316
	Iteration 3Q: 3 clusters Score -2260774 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2261073.750000 Penalty: 3180.924316
	Iteration 4Q: 3 clusters Score -2261074 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2261462.500000 Penalty: 3180.924316
	Iteration 5Q: 3 clusters Score -2261462 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2262035.750000 Penalty: 3180.924316
	Iteration 6F: 3 clusters Score -2262036 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2262897.500000 Penalty: 3180.924316
	Iteration 7F: 3 clusters Score -2262898 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2264214.500000 Penalty: 3180.924316
	Iteration 8F: 3 clusters Score -2264214 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2265565.000000 Penalty: 3180.924316
	Iteration 9F: 3 clusters Score -2265565 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -2266409.750000 Penalty: 3180.924316
	Iteration 10F: 3 clusters Score -2266410 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2266786.000000 Penalty: 3180.924316
	Iteration 11Q: 3 clusters Score -2266786 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2266928.750000 Penalty: 3180.924316
	Iteration 12Q: 3 clusters Score -2266929 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2266991.500000 Penalty: 3180.924316
	Iteration 13Q: 3 clusters Score -2266992 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2267021.250000 Penalty: 3180.924316
	Iteration 14Q: 3 clusters Score -2267021 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2267043.750000 Penalty: 3180.924316
	Iteration 15Q: 3 clusters Score -2267044 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2267048.500000 Penalty: 3180.924316
	Iteration 16Q: 3 clusters Score -2267048 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2267052.250000 Penalty: 3180.924316
	Iteration 17Q: 3 clusters Score -2267052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2267051.750000 Penalty: 3180.924316
	Iteration 18Q: 3 clusters Score -2267052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2267055.500000 Penalty: 3180.924316
	Iteration 19Q: 3 clusters Score -2267056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2267058.500000 Penalty: 3180.924316
	Iteration 20F: 3 clusters Score -2267058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2267064.000000 Penalty: 3180.924316
	Iteration 21Q: 3 clusters Score -2267064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2267066.000000 Penalty: 3180.924316
	Iteration 22Q: 3 clusters Score -2267066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2267068.250000 Penalty: 3180.924316
	Iteration 23Q: 3 clusters Score -2267068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2267069.250000 Penalty: 3180.924316
	Iteration 24Q: 3 clusters Score -2267069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2267071.250000 Penalty: 3180.924316
	Iteration 25Q: 3 clusters Score -2267071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2267070.250000 Penalty: 3180.924316
	Iteration 26Q: 3 clusters Score -2267070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2267076.000000 Penalty: 3180.924316
	Iteration 27Q: 3 clusters Score -2267076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2267079.250000 Penalty: 3180.924316
	Iteration 28Q: 3 clusters Score -2267079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2267073.000000 Penalty: 3180.924316
	Iteration 29Q: 3 clusters Score -2267073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2267070.000000 Penalty: 3180.924316
	Iteration 30Q: 3 clusters Score -2267070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2267076.250000 Penalty: 3180.924316
	Iteration 31Q: 3 clusters Score -2267076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2267076.250000 Penalty: 3180.924316
	Iteration 32Q: 3 clusters Score -2267076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2267076.250000 Penalty: 3180.924316
	Iteration 33F: 3 clusters Score -2267076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -108843.125000 Penalty: 1099.131348
	Iteration 0F: 2 clusters Score -108843.1 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 448 members 
Entering Unmasked Estep 
Score: -107486.632812 Penalty: 2198.262695
	Iteration 0F: 3 clusters Score -107486.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -107725.468750 Penalty: 2198.262695
	Iteration 1F: 3 clusters Score -107725.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -107795.820312 Penalty: 2198.262695
	Iteration 2F: 3 clusters Score -107795.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -107849.945312 Penalty: 2198.262695
	Iteration 3Q: 3 clusters Score -107849.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -107890.562500 Penalty: 2198.262695
	Iteration 4Q: 3 clusters Score -107890.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -107915.226562 Penalty: 2198.262695
	Iteration 5Q: 3 clusters Score -107915.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -107930.007812 Penalty: 2198.262695
	Iteration 6Q: 3 clusters Score -107930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -107940.179688 Penalty: 2198.262695
	Iteration 7Q: 3 clusters Score -107940.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -107946.546875 Penalty: 2198.262695
	Iteration 8Q: 3 clusters Score -107946.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -107951.132812 Penalty: 2198.262695
	Iteration 9Q: 3 clusters Score -107951.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -107954.929688 Penalty: 2198.262695
	Iteration 10Q: 3 clusters Score -107954.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -107961.281250 Penalty: 2198.262695
	Iteration 11Q: 3 clusters Score -107961.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -107967.265625 Penalty: 2198.262695
	Iteration 12Q: 3 clusters Score -107967.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -107968.500000 Penalty: 2198.262695
	Iteration 13Q: 3 clusters Score -107968.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -107969.531250 Penalty: 2198.262695
	Iteration 14Q: 3 clusters Score -107969.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -107969.531250 Penalty: 2198.262695
	Iteration 15F: 3 clusters Score -107969.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -51465.945312 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -51465.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50548.050781 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -50548.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50625.367188 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -50625.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50655.238281 Penalty: 1876.729248
	Iteration 2Q: 3 clusters Score -50655.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50664.218750 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -50664.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50668.507812 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -50668.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50668.507812 Penalty: 1876.729248
	Iteration 5F: 3 clusters Score -50668.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -33972.929688 Penalty: 969.914978
	Iteration 0F: 2 clusters Score -33972.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33054.132812 Penalty: 1939.829956
	Iteration 0F: 3 clusters Score -33054.13 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33246.289062 Penalty: 1939.829956
	Iteration 1F: 3 clusters Score -33246.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33321.765625 Penalty: 1939.829956
	Iteration 2F: 3 clusters Score -33321.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33345.039062 Penalty: 1939.829956
	Iteration 3Q: 3 clusters Score -33345.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -33375.042969 Penalty: 1939.829956
	Iteration 4Q: 3 clusters Score -33375.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33389.414062 Penalty: 1939.829956
	Iteration 5Q: 3 clusters Score -33389.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33395.769531 Penalty: 1939.829956
	Iteration 6Q: 3 clusters Score -33395.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33404.796875 Penalty: 1939.829956
	Iteration 7Q: 3 clusters Score -33404.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -33409.476562 Penalty: 1939.829956
	Iteration 8Q: 3 clusters Score -33409.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -33412.261719 Penalty: 1939.829956
	Iteration 9Q: 3 clusters Score -33412.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33418.574219 Penalty: 1939.829956
	Iteration 10Q: 3 clusters Score -33418.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33425.546875 Penalty: 1939.829956
	Iteration 11Q: 3 clusters Score -33425.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -33426.765625 Penalty: 1939.829956
	Iteration 12Q: 3 clusters Score -33426.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33431.093750 Penalty: 1939.829956
	Iteration 13Q: 3 clusters Score -33431.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33431.093750 Penalty: 1939.829956
	Iteration 14F: 3 clusters Score -33431.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Entering Unmasked Estep 
Score: -4408486.000000 Penalty: 1691.302124
	Iteration 0F: 2 clusters Score -4408486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -4386362.000000 Penalty: 3382.604248
	Iteration 0F: 3 clusters Score -4386362 nChanged 15273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -4394821.500000 Penalty: 3382.604248
	Iteration 1F: 3 clusters Score -4394822 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -4395215.500000 Penalty: 3382.604248
	Iteration 2Q: 3 clusters Score -4395216 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -4395650.500000 Penalty: 3382.604248
	Iteration 3Q: 3 clusters Score -4395650 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -4396236.500000 Penalty: 3382.604248
	Iteration 4Q: 3 clusters Score -4396236 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -4397108.000000 Penalty: 3382.604248
	Iteration 5Q: 3 clusters Score -4397108 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -4398547.500000 Penalty: 3382.604248
	Iteration 6F: 3 clusters Score -4398548 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -4400537.000000 Penalty: 3382.604248
	Iteration 7F: 3 clusters Score -4400537 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -4402795.000000 Penalty: 3382.604248
	Iteration 8F: 3 clusters Score -4402795 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -4404743.500000 Penalty: 3382.604248
	Iteration 9F: 3 clusters Score -4404744 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4405942.000000 Penalty: 3382.604248
	Iteration 10Q: 3 clusters Score -4405942 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4406499.000000 Penalty: 3382.604248
	Iteration 11Q: 3 clusters Score -4406499 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4406745.500000 Penalty: 3382.604248
	Iteration 12Q: 3 clusters Score -4406746 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4406865.500000 Penalty: 3382.604248
	Iteration 13Q: 3 clusters Score -4406866 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4406930.000000 Penalty: 3382.604248
	Iteration 14Q: 3 clusters Score -4406930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4406978.000000 Penalty: 3382.604248
	Iteration 15Q: 3 clusters Score -4406978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4406997.000000 Penalty: 3382.604248
	Iteration 16Q: 3 clusters Score -4406997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -4407008.000000 Penalty: 3382.604248
	Iteration 17Q: 3 clusters Score -4407008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4407013.000000 Penalty: 3382.604248
	Iteration 18Q: 3 clusters Score -4407013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4407019.000000 Penalty: 3382.604248
	Iteration 19Q: 3 clusters Score -4407019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4407018.500000 Penalty: 3382.604248
	Iteration 20F: 3 clusters Score -4407018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -4407017.000000 Penalty: 3382.604248
	Iteration 21Q: 3 clusters Score -4407017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4407018.500000 Penalty: 3382.604248
	Iteration 22Q: 3 clusters Score -4407018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -4407022.000000 Penalty: 3382.604248
	Iteration 23Q: 3 clusters Score -4407022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4407024.000000 Penalty: 3382.604248
	Iteration 24Q: 3 clusters Score -4407024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4407030.000000 Penalty: 3382.604248
	Iteration 25Q: 3 clusters Score -4407030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4407030.000000 Penalty: 3382.604248
	Iteration 26F: 3 clusters Score -4407030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -31939.314453 Penalty: 953.760742
	Iteration 0F: 2 clusters Score -31939.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31090.320312 Penalty: 1907.521484
	Iteration 0F: 3 clusters Score -31090.32 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -31284.625000 Penalty: 1907.521484
	Iteration 1F: 3 clusters Score -31284.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31400.277344 Penalty: 1907.521484
	Iteration 2F: 3 clusters Score -31400.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31483.154297 Penalty: 1907.521484
	Iteration 3F: 3 clusters Score -31483.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31494.023438 Penalty: 1907.521484
	Iteration 4Q: 3 clusters Score -31494.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31513.142578 Penalty: 1907.521484
	Iteration 5Q: 3 clusters Score -31513.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31515.800781 Penalty: 1907.521484
	Iteration 6Q: 3 clusters Score -31515.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31515.800781 Penalty: 1907.521484
	Iteration 7F: 3 clusters Score -31515.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Entering Unmasked Estep 
Score: -423669.562500 Penalty: 1322.611694
	Iteration 0F: 2 clusters Score -423669.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -420707.156250 Penalty: 2645.223389
	Iteration 0F: 3 clusters Score -420707.2 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -421760.468750 Penalty: 2645.223389
	Iteration 1F: 3 clusters Score -421760.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -422135.875000 Penalty: 2645.223389
	Iteration 2F: 3 clusters Score -422135.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -422462.187500 Penalty: 2645.223389
	Iteration 3F: 3 clusters Score -422462.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -422692.406250 Penalty: 2645.223389
	Iteration 4F: 3 clusters Score -422692.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -422832.781250 Penalty: 2645.223389
	Iteration 5F: 3 clusters Score -422832.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -422925.968750 Penalty: 2645.223389
	Iteration 6Q: 3 clusters Score -422926 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -422991.843750 Penalty: 2645.223389
	Iteration 7Q: 3 clusters Score -422991.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -423028.593750 Penalty: 2645.223389
	Iteration 8Q: 3 clusters Score -423028.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -423053.343750 Penalty: 2645.223389
	Iteration 9Q: 3 clusters Score -423053.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -423066.062500 Penalty: 2645.223389
	Iteration 10Q: 3 clusters Score -423066.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -423076.156250 Penalty: 2645.223389
	Iteration 11Q: 3 clusters Score -423076.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -423083.750000 Penalty: 2645.223389
	Iteration 12Q: 3 clusters Score -423083.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -423087.718750 Penalty: 2645.223389
	Iteration 13Q: 3 clusters Score -423087.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -423090.531250 Penalty: 2645.223389
	Iteration 14Q: 3 clusters Score -423090.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -423091.593750 Penalty: 2645.223389
	Iteration 15Q: 3 clusters Score -423091.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -423091.687500 Penalty: 2645.223389
	Iteration 16Q: 3 clusters Score -423091.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -423092.593750 Penalty: 2645.223389
	Iteration 17Q: 3 clusters Score -423092.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -423092.593750 Penalty: 2645.223389
	Iteration 18F: 3 clusters Score -423092.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 47772 members 
Mstep: Class 3 contains 34767 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 105889 members 
Mstep: Class 6 contains 10955 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 47848 members 
Mstep: Class 9 contains 72771 members 
Mstep: Class 10 contains 43416 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 755 members 
Mstep: Class 13 contains 17809 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 33124 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54028936.000000 Penalty: 39992.996094
Iteration 199Q: 20 clusters Score -5.402894e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 47753 members 
Mstep: Class 3 contains 34770 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 105481 members 
Mstep: Class 6 contains 10951 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 47618 members 
Mstep: Class 9 contains 72547 members 
Mstep: Class 10 contains 43214 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17786 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 34232 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54029236.000000 Penalty: 39992.996094
Iteration 200F: 20 clusters Score -5.402924e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 47718 members 
Mstep: Class 3 contains 34773 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 104885 members 
Mstep: Class 6 contains 10951 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 46969 members 
Mstep: Class 9 contains 72353 members 
Mstep: Class 10 contains 42961 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 17755 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 35983 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54029644.000000 Penalty: 39992.996094
Iteration 201Q: 20 clusters Score -5.402964e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 47719 members 
Mstep: Class 3 contains 34778 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 104176 members 
Mstep: Class 6 contains 10950 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 46290 members 
Mstep: Class 9 contains 72135 members 
Mstep: Class 10 contains 42732 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 17718 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 37849 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54029952.000000 Penalty: 39992.996094
Iteration 202Q: 20 clusters Score -5.402995e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 47784 members 
Mstep: Class 3 contains 34796 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 103364 members 
Mstep: Class 6 contains 10944 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 45583 members 
Mstep: Class 9 contains 71878 members 
Mstep: Class 10 contains 42483 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 17661 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 39859 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030420.000000 Penalty: 39992.996094
Iteration 203Q: 20 clusters Score -5.403042e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 47847 members 
Mstep: Class 3 contains 34827 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 102577 members 
Mstep: Class 6 contains 10926 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 44857 members 
Mstep: Class 9 contains 71584 members 
Mstep: Class 10 contains 42189 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 17610 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 41938 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030548.000000 Penalty: 39992.996094
Iteration 204Q: 20 clusters Score -5.403055e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 47969 members 
Mstep: Class 3 contains 34851 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 101877 members 
Mstep: Class 6 contains 10936 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 44101 members 
Mstep: Class 9 contains 71280 members 
Mstep: Class 10 contains 41895 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17546 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 43905 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030540.000000 Penalty: 39992.996094
Iteration 205Q: 20 clusters Score -5.403054e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 48127 members 
Mstep: Class 3 contains 34879 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 101110 members 
Mstep: Class 6 contains 10963 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 43370 members 
Mstep: Class 9 contains 70950 members 
Mstep: Class 10 contains 41594 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 17492 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 45878 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030640.000000 Penalty: 39992.996094
Iteration 206Q: 20 clusters Score -5.403064e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 48275 members 
Mstep: Class 3 contains 34891 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 100291 members 
Mstep: Class 6 contains 10972 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 42651 members 
Mstep: Class 9 contains 70625 members 
Mstep: Class 10 contains 41250 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 17448 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 47963 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54032196.000000 Penalty: 39992.996094
Iteration 207Q: 20 clusters Score -5.40322e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 48369 members 
Mstep: Class 3 contains 34850 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 99717 members 
Mstep: Class 6 contains 10973 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 41420 members 
Mstep: Class 9 contains 70334 members 
Mstep: Class 10 contains 40721 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17414 members 
Mstep: Class 14 contains 865 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 50569 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54033696.000000 Penalty: 39992.996094
Iteration 208Q: 20 clusters Score -5.40337e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 48377 members 
Mstep: Class 3 contains 34725 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 99441 members 
Mstep: Class 6 contains 10945 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 39495 members 
Mstep: Class 9 contains 70054 members 
Mstep: Class 10 contains 39979 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 755 members 
Mstep: Class 13 contains 17379 members 
Mstep: Class 14 contains 866 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 53969 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54033884.000000 Penalty: 39992.996094
Iteration 209Q: 20 clusters Score -5.403388e+07 nChanged 11040
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 48342 members 
Mstep: Class 3 contains 34591 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 99688 members 
Mstep: Class 6 contains 10956 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 36817 members 
Mstep: Class 9 contains 69750 members 
Mstep: Class 10 contains 39112 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 750 members 
Mstep: Class 13 contains 17361 members 
Mstep: Class 14 contains 868 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 57752 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030760.000000 Penalty: 39992.996094
Iteration 210Q: 20 clusters Score -5.403076e+07 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 48490 members 
Mstep: Class 3 contains 34526 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 100855 members 
Mstep: Class 6 contains 10988 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 34233 members 
Mstep: Class 9 contains 69327 members 
Mstep: Class 10 contains 38459 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 17374 members 
Mstep: Class 14 contains 869 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 60116 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54026940.000000 Penalty: 39992.996094
Iteration 211Q: 20 clusters Score -5.402694e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 48801 members 
Mstep: Class 3 contains 34597 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 102925 members 
Mstep: Class 6 contains 11078 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 32842 members 
Mstep: Class 9 contains 68743 members 
Mstep: Class 10 contains 38183 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 17437 members 
Mstep: Class 14 contains 870 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 59755 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54026228.000000 Penalty: 39992.996094
Iteration 212Q: 20 clusters Score -5.402623e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49059 members 
Mstep: Class 3 contains 34711 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 105105 members 
Mstep: Class 6 contains 11138 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 32447 members 
Mstep: Class 9 contains 68222 members 
Mstep: Class 10 contains 38036 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 17502 members 
Mstep: Class 14 contains 869 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 58138 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54027576.000000 Penalty: 39992.996094
Iteration 213Q: 20 clusters Score -5.402758e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49145 members 
Mstep: Class 3 contains 34780 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 106932 members 
Mstep: Class 6 contains 11142 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 32610 members 
Mstep: Class 9 contains 67807 members 
Mstep: Class 10 contains 37886 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 17557 members 
Mstep: Class 14 contains 867 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 56499 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54028372.000000 Penalty: 39992.996094
Iteration 214Q: 20 clusters Score -5.402837e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 49136 members 
Mstep: Class 3 contains 34781 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 108402 members 
Mstep: Class 6 contains 11113 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 33047 members 
Mstep: Class 9 contains 67503 members 
Mstep: Class 10 contains 37684 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 17626 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 55061 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54028856.000000 Penalty: 39992.996094
Iteration 215Q: 20 clusters Score -5.402886e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49057 members 
Mstep: Class 3 contains 34786 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 109443 members 
Mstep: Class 6 contains 11095 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 33628 members 
Mstep: Class 9 contains 67318 members 
Mstep: Class 10 contains 37493 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 17685 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 53849 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54029272.000000 Penalty: 39992.996094
Iteration 216Q: 20 clusters Score -5.402927e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 48979 members 
Mstep: Class 3 contains 34772 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 110261 members 
Mstep: Class 6 contains 11057 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 34246 members 
Mstep: Class 9 contains 67273 members 
Mstep: Class 10 contains 37279 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 17761 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 52725 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54029692.000000 Penalty: 39992.996094
Iteration 217Q: 20 clusters Score -5.402969e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 48852 members 
Mstep: Class 3 contains 34772 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 110796 members 
Mstep: Class 6 contains 11023 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 34852 members 
Mstep: Class 9 contains 67279 members 
Mstep: Class 10 contains 37118 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 17828 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 51831 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54029840.000000 Penalty: 39992.996094
Iteration 218Q: 20 clusters Score -5.402984e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 48742 members 
Mstep: Class 3 contains 34765 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 111073 members 
Mstep: Class 6 contains 11003 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 35382 members 
Mstep: Class 9 contains 67361 members 
Mstep: Class 10 contains 36968 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 17889 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 51168 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030404.000000 Penalty: 39992.996094
Iteration 219Q: 20 clusters Score -5.40304e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 48685 members 
Mstep: Class 3 contains 34729 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 111204 members 
Mstep: Class 6 contains 10977 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 35846 members 
Mstep: Class 9 contains 67460 members 
Mstep: Class 10 contains 36799 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 17942 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 50709 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54031364.000000 Penalty: 39992.996094
Iteration 220F: 20 clusters Score -5.403136e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 48583 members 
Mstep: Class 3 contains 34627 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 111058 members 
Mstep: Class 6 contains 10965 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 35822 members 
Mstep: Class 9 contains 67594 members 
Mstep: Class 10 contains 36384 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 17990 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 51327 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030952.000000 Penalty: 39992.996094
Iteration 221Q: 20 clusters Score -5.403095e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 48576 members 
Mstep: Class 3 contains 34563 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 110969 members 
Mstep: Class 6 contains 10945 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 35858 members 
Mstep: Class 9 contains 67738 members 
Mstep: Class 10 contains 36064 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 18022 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 51615 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030460.000000 Penalty: 39992.996094
Iteration 222Q: 20 clusters Score -5.403046e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 48583 members 
Mstep: Class 3 contains 34527 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 110926 members 
Mstep: Class 6 contains 10918 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 35962 members 
Mstep: Class 9 contains 67862 members 
Mstep: Class 10 contains 35802 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 18049 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 51725 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030148.000000 Penalty: 39992.996094
Iteration 223Q: 20 clusters Score -5.403015e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 48647 members 
Mstep: Class 3 contains 34488 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 110956 members 
Mstep: Class 6 contains 10881 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 36084 members 
Mstep: Class 9 contains 67971 members 
Mstep: Class 10 contains 35568 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 18077 members 
Mstep: Class 14 contains 859 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 51685 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54029900.000000 Penalty: 39992.996094
Iteration 224Q: 20 clusters Score -5.40299e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 48718 members 
Mstep: Class 3 contains 34456 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 110958 members 
Mstep: Class 6 contains 10859 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 36210 members 
Mstep: Class 9 contains 68114 members 
Mstep: Class 10 contains 35354 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 18095 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 51594 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54029872.000000 Penalty: 39992.996094
Iteration 225Q: 20 clusters Score -5.402987e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 48800 members 
Mstep: Class 3 contains 34436 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 110962 members 
Mstep: Class 6 contains 10841 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 36370 members 
Mstep: Class 9 contains 68247 members 
Mstep: Class 10 contains 35165 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 18099 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 51437 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54029784.000000 Penalty: 39992.996094
Iteration 226Q: 20 clusters Score -5.402978e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 48893 members 
Mstep: Class 3 contains 34417 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 110975 members 
Mstep: Class 6 contains 10836 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 36516 members 
Mstep: Class 9 contains 68351 members 
Mstep: Class 10 contains 35017 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 18108 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 51248 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54029784.000000 Penalty: 39992.996094
Iteration 227Q: 20 clusters Score -5.402978e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 48943 members 
Mstep: Class 3 contains 34414 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 111008 members 
Mstep: Class 6 contains 10839 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 36645 members 
Mstep: Class 9 contains 68461 members 
Mstep: Class 10 contains 34890 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 18099 members 
Mstep: Class 14 contains 860 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 51065 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54029620.000000 Penalty: 39992.996094
Iteration 228Q: 20 clusters Score -5.402962e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 48987 members 
Mstep: Class 3 contains 34412 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 110992 members 
Mstep: Class 6 contains 10838 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 36740 members 
Mstep: Class 9 contains 68612 members 
Mstep: Class 10 contains 34785 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 18093 members 
Mstep: Class 14 contains 861 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 50906 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54029744.000000 Penalty: 39992.996094
Iteration 229Q: 20 clusters Score -5.402974e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49027 members 
Mstep: Class 3 contains 34397 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 110984 members 
Mstep: Class 6 contains 10841 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 36843 members 
Mstep: Class 9 contains 68711 members 
Mstep: Class 10 contains 34675 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 18086 members 
Mstep: Class 14 contains 862 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 50803 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54029764.000000 Penalty: 39992.996094
Iteration 230Q: 20 clusters Score -5.402976e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49040 members 
Mstep: Class 3 contains 34366 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 110971 members 
Mstep: Class 6 contains 10839 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 36943 members 
Mstep: Class 9 contains 68821 members 
Mstep: Class 10 contains 34585 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 18079 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 50723 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54029768.000000 Penalty: 39992.996094
Iteration 231Q: 20 clusters Score -5.402977e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49050 members 
Mstep: Class 3 contains 34345 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 110985 members 
Mstep: Class 6 contains 10837 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37054 members 
Mstep: Class 9 contains 68891 members 
Mstep: Class 10 contains 34513 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 18062 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 50630 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54029768.000000 Penalty: 39992.996094
Iteration 232Q: 20 clusters Score -5.402977e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49065 members 
Mstep: Class 3 contains 34324 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 110944 members 
Mstep: Class 6 contains 10836 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37154 members 
Mstep: Class 9 contains 68981 members 
Mstep: Class 10 contains 34446 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 18044 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 50575 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54029648.000000 Penalty: 39992.996094
Iteration 233Q: 20 clusters Score -5.402965e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49095 members 
Mstep: Class 3 contains 34310 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 110917 members 
Mstep: Class 6 contains 10824 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37249 members 
Mstep: Class 9 contains 69052 members 
Mstep: Class 10 contains 34407 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 18033 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 50483 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54029676.000000 Penalty: 39992.996094
Iteration 234Q: 20 clusters Score -5.402968e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49128 members 
Mstep: Class 3 contains 34297 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 110910 members 
Mstep: Class 6 contains 10812 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37337 members 
Mstep: Class 9 contains 69104 members 
Mstep: Class 10 contains 34367 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 18020 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 50394 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54029744.000000 Penalty: 39992.996094
Iteration 235Q: 20 clusters Score -5.402974e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49157 members 
Mstep: Class 3 contains 34273 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 110893 members 
Mstep: Class 6 contains 10805 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37429 members 
Mstep: Class 9 contains 69157 members 
Mstep: Class 10 contains 34341 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 18012 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 50303 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54029780.000000 Penalty: 39992.996094
Iteration 236Q: 20 clusters Score -5.402978e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49184 members 
Mstep: Class 3 contains 34263 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110888 members 
Mstep: Class 6 contains 10799 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37504 members 
Mstep: Class 9 contains 69211 members 
Mstep: Class 10 contains 34305 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 18003 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 50215 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54029720.000000 Penalty: 39992.996094
Iteration 237Q: 20 clusters Score -5.402972e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49211 members 
Mstep: Class 3 contains 34248 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110891 members 
Mstep: Class 6 contains 10797 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37562 members 
Mstep: Class 9 contains 69266 members 
Mstep: Class 10 contains 34266 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 17993 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 50138 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54029860.000000 Penalty: 39992.996094
Iteration 238Q: 20 clusters Score -5.402986e+07 nChanged 432
Entering ConstructFrom: 
Score: -54029860.000000 Penalty: 39992.996094
Entering ConstructFrom: 
Trying to split cluster 1 (810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Entering Unmasked Estep 
Score: -83716.835938 Penalty: 1088.268066
	Iteration 0F: 2 clusters Score -83716.84 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 407 members 
Entering Unmasked Estep 
Score: -82402.578125 Penalty: 2176.536133
	Iteration 0F: 3 clusters Score -82402.58 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82690.867188 Penalty: 2176.536133
	Iteration 1F: 3 clusters Score -82690.87 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82881.203125 Penalty: 2176.536133
	Iteration 2F: 3 clusters Score -82881.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -83088.531250 Penalty: 2176.536133
	Iteration 3F: 3 clusters Score -83088.53 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83318.226562 Penalty: 2176.536133
	Iteration 4F: 3 clusters Score -83318.23 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83554.414062 Penalty: 2176.536133
	Iteration 5F: 3 clusters Score -83554.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83786.382812 Penalty: 2176.536133
	Iteration 6F: 3 clusters Score -83786.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -84029.234375 Penalty: 2176.536133
	Iteration 7Q: 3 clusters Score -84029.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84180.398438 Penalty: 2176.536133
	Iteration 8Q: 3 clusters Score -84180.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84218.468750 Penalty: 2176.536133
	Iteration 9Q: 3 clusters Score -84218.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84230.617188 Penalty: 2176.536133
	Iteration 10Q: 3 clusters Score -84230.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84237.804688 Penalty: 2176.536133
	Iteration 11Q: 3 clusters Score -84237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84240.789062 Penalty: 2176.536133
	Iteration 12Q: 3 clusters Score -84240.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84240.789062 Penalty: 2176.536133
	Iteration 13F: 3 clusters Score -84240.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 49230 members 
Mstep: Class 3 contains 34239 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110876 members 
Mstep: Class 6 contains 10787 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37618 members 
Mstep: Class 9 contains 69316 members 
Mstep: Class 10 contains 34232 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 17985 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 50090 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 352 members 
Mstep: Class 21 contains 3410 members 
Entering Unmasked Estep 
Score: -54029448.000000 Penalty: 42097.890625
Splitting cluster 1 changes total score from -54029860.000000 to -54029448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (49230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Entering Unmasked Estep 
Score: -6402715.000000 Penalty: 1755.692017
	Iteration 0F: 2 clusters Score -6402715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -6369726.500000 Penalty: 3511.384033
	Iteration 0F: 3 clusters Score -6369726 nChanged 23318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -6382848.000000 Penalty: 3511.384033
	Iteration 1F: 3 clusters Score -6382848 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -6383361.500000 Penalty: 3511.384033
	Iteration 2Q: 3 clusters Score -6383362 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -6383886.500000 Penalty: 3511.384033
	Iteration 3Q: 3 clusters Score -6383886 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -6384539.000000 Penalty: 3511.384033
	Iteration 4Q: 3 clusters Score -6384539 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -6385200.000000 Penalty: 3511.384033
	Iteration 5Q: 3 clusters Score -6385200 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -6386135.500000 Penalty: 3511.384033
	Iteration 6Q: 3 clusters Score -6386136 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -6387393.500000 Penalty: 3511.384033
	Iteration 7F: 3 clusters Score -6387394 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -6389233.500000 Penalty: 3511.384033
	Iteration 8F: 3 clusters Score -6389234 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -6391716.500000 Penalty: 3511.384033
	Iteration 9F: 3 clusters Score -6391716 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -6394040.000000 Penalty: 3511.384033
	Iteration 10F: 3 clusters Score -6394040 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -6395368.000000 Penalty: 3511.384033
	Iteration 11Q: 3 clusters Score -6395368 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -6395999.500000 Penalty: 3511.384033
	Iteration 12Q: 3 clusters Score -6396000 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -6396371.500000 Penalty: 3511.384033
	Iteration 13Q: 3 clusters Score -6396372 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -6396696.000000 Penalty: 3511.384033
	Iteration 14Q: 3 clusters Score -6396696 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -6397032.500000 Penalty: 3511.384033
	Iteration 15Q: 3 clusters Score -6397032 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -6397318.500000 Penalty: 3511.384033
	Iteration 16Q: 3 clusters Score -6397318 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -6397633.000000 Penalty: 3511.384033
	Iteration 17Q: 3 clusters Score -6397633 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -6397937.000000 Penalty: 3511.384033
	Iteration 18Q: 3 clusters Score -6397937 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -6398218.500000 Penalty: 3511.384033
	Iteration 19Q: 3 clusters Score -6398218 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -6398511.500000 Penalty: 3511.384033
	Iteration 20F: 3 clusters Score -6398512 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -6398828.500000 Penalty: 3511.384033
	Iteration 21Q: 3 clusters Score -6398828 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -6399069.000000 Penalty: 3511.384033
	Iteration 22Q: 3 clusters Score -6399069 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -6399345.000000 Penalty: 3511.384033
	Iteration 23Q: 3 clusters Score -6399345 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -6399621.500000 Penalty: 3511.384033
	Iteration 24Q: 3 clusters Score -6399622 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -6399887.500000 Penalty: 3511.384033
	Iteration 25Q: 3 clusters Score -6399888 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -6400143.500000 Penalty: 3511.384033
	Iteration 26Q: 3 clusters Score -6400144 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -6400338.000000 Penalty: 3511.384033
	Iteration 27Q: 3 clusters Score -6400338 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -6400545.500000 Penalty: 3511.384033
	Iteration 28Q: 3 clusters Score -6400546 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6400681.000000 Penalty: 3511.384033
	Iteration 29Q: 3 clusters Score -6400681 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -6400799.000000 Penalty: 3511.384033
	Iteration 30Q: 3 clusters Score -6400799 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6400906.500000 Penalty: 3511.384033
	Iteration 31Q: 3 clusters Score -6400906 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6400976.500000 Penalty: 3511.384033
	Iteration 32Q: 3 clusters Score -6400976 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6401040.500000 Penalty: 3511.384033
	Iteration 33Q: 3 clusters Score -6401040 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6401075.500000 Penalty: 3511.384033
	Iteration 34Q: 3 clusters Score -6401076 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6401091.500000 Penalty: 3511.384033
	Iteration 35Q: 3 clusters Score -6401092 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6401111.500000 Penalty: 3511.384033
	Iteration 36Q: 3 clusters Score -6401112 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6401123.500000 Penalty: 3511.384033
	Iteration 37Q: 3 clusters Score -6401124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -6401159.000000 Penalty: 3511.384033
	Iteration 38Q: 3 clusters Score -6401159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6401174.000000 Penalty: 3511.384033
	Iteration 39Q: 3 clusters Score -6401174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6401190.500000 Penalty: 3511.384033
	Iteration 40F: 3 clusters Score -6401190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6401214.000000 Penalty: 3511.384033
	Iteration 41Q: 3 clusters Score -6401214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48483 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6401222.000000 Penalty: 3511.384033
	Iteration 42Q: 3 clusters Score -6401222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6401218.000000 Penalty: 3511.384033
	Iteration 43Q: 3 clusters Score -6401218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6401236.000000 Penalty: 3511.384033
	Iteration 44Q: 3 clusters Score -6401236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6401240.000000 Penalty: 3511.384033
	Iteration 45Q: 3 clusters Score -6401240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6401257.500000 Penalty: 3511.384033
	Iteration 46Q: 3 clusters Score -6401258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6401267.000000 Penalty: 3511.384033
	Iteration 47Q: 3 clusters Score -6401267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6401272.500000 Penalty: 3511.384033
	Iteration 48Q: 3 clusters Score -6401272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6401291.000000 Penalty: 3511.384033
	Iteration 49Q: 3 clusters Score -6401291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6401294.000000 Penalty: 3511.384033
	Iteration 50Q: 3 clusters Score -6401294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6401293.000000 Penalty: 3511.384033
	Iteration 51Q: 3 clusters Score -6401293 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6401304.500000 Penalty: 3511.384033
	Iteration 52Q: 3 clusters Score -6401304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6401304.500000 Penalty: 3511.384033
	Iteration 53Q: 3 clusters Score -6401304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6401307.500000 Penalty: 3511.384033
	Iteration 54Q: 3 clusters Score -6401308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6401311.000000 Penalty: 3511.384033
	Iteration 55Q: 3 clusters Score -6401311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6401311.500000 Penalty: 3511.384033
	Iteration 56Q: 3 clusters Score -6401312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6401309.000000 Penalty: 3511.384033
	Iteration 57Q: 3 clusters Score -6401309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6401311.500000 Penalty: 3511.384033
	Iteration 58Q: 3 clusters Score -6401312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6401311.000000 Penalty: 3511.384033
	Iteration 59Q: 3 clusters Score -6401311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6401314.500000 Penalty: 3511.384033
	Iteration 60F: 3 clusters Score -6401314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6401317.500000 Penalty: 3511.384033
	Iteration 61Q: 3 clusters Score -6401318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6401324.000000 Penalty: 3511.384033
	Iteration 62Q: 3 clusters Score -6401324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6401321.500000 Penalty: 3511.384033
	Iteration 63Q: 3 clusters Score -6401322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6401325.000000 Penalty: 3511.384033
	Iteration 64Q: 3 clusters Score -6401325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6401324.500000 Penalty: 3511.384033
	Iteration 65Q: 3 clusters Score -6401324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6401318.500000 Penalty: 3511.384033
	Iteration 66Q: 3 clusters Score -6401318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6401320.500000 Penalty: 3511.384033
	Iteration 67Q: 3 clusters Score -6401320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6401322.000000 Penalty: 3511.384033
	Iteration 68Q: 3 clusters Score -6401322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6401322.000000 Penalty: 3511.384033
	Iteration 69F: 3 clusters Score -6401322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Entering Unmasked Estep 
Score: -4465070.000000 Penalty: 1696.682007
	Iteration 0F: 2 clusters Score -4465070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -4442029.500000 Penalty: 3393.364014
	Iteration 0F: 3 clusters Score -4442030 nChanged 15912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -4451270.500000 Penalty: 3393.364014
	Iteration 1F: 3 clusters Score -4451270 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -4451795.500000 Penalty: 3393.364014
	Iteration 2Q: 3 clusters Score -4451796 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -4452324.000000 Penalty: 3393.364014
	Iteration 3Q: 3 clusters Score -4452324 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -4452940.500000 Penalty: 3393.364014
	Iteration 4Q: 3 clusters Score -4452940 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -4453729.500000 Penalty: 3393.364014
	Iteration 5Q: 3 clusters Score -4453730 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -4454742.500000 Penalty: 3393.364014
	Iteration 6Q: 3 clusters Score -4454742 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -4456109.000000 Penalty: 3393.364014
	Iteration 7F: 3 clusters Score -4456109 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -4457559.000000 Penalty: 3393.364014
	Iteration 8F: 3 clusters Score -4457559 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -4458758.000000 Penalty: 3393.364014
	Iteration 9F: 3 clusters Score -4458758 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -4459497.500000 Penalty: 3393.364014
	Iteration 10Q: 3 clusters Score -4459498 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -4459943.500000 Penalty: 3393.364014
	Iteration 11Q: 3 clusters Score -4459944 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -4460219.000000 Penalty: 3393.364014
	Iteration 12Q: 3 clusters Score -4460219 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -4460481.500000 Penalty: 3393.364014
	Iteration 13Q: 3 clusters Score -4460482 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -4460720.500000 Penalty: 3393.364014
	Iteration 14Q: 3 clusters Score -4460720 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -4460942.000000 Penalty: 3393.364014
	Iteration 15Q: 3 clusters Score -4460942 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -4461206.500000 Penalty: 3393.364014
	Iteration 16Q: 3 clusters Score -4461206 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -4461419.000000 Penalty: 3393.364014
	Iteration 17Q: 3 clusters Score -4461419 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -4461637.500000 Penalty: 3393.364014
	Iteration 18Q: 3 clusters Score -4461638 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -4461844.500000 Penalty: 3393.364014
	Iteration 19Q: 3 clusters Score -4461844 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -4462033.000000 Penalty: 3393.364014
	Iteration 20F: 3 clusters Score -4462033 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -4462179.500000 Penalty: 3393.364014
	Iteration 21Q: 3 clusters Score -4462180 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -4462348.500000 Penalty: 3393.364014
	Iteration 22Q: 3 clusters Score -4462348 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -4462468.500000 Penalty: 3393.364014
	Iteration 23Q: 3 clusters Score -4462468 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -4462605.000000 Penalty: 3393.364014
	Iteration 24Q: 3 clusters Score -4462605 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -4462718.500000 Penalty: 3393.364014
	Iteration 25Q: 3 clusters Score -4462718 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -4462831.500000 Penalty: 3393.364014
	Iteration 26Q: 3 clusters Score -4462832 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -4462919.500000 Penalty: 3393.364014
	Iteration 27Q: 3 clusters Score -4462920 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -4462992.000000 Penalty: 3393.364014
	Iteration 28Q: 3 clusters Score -4462992 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -4463055.000000 Penalty: 3393.364014
	Iteration 29Q: 3 clusters Score -4463055 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -4463118.000000 Penalty: 3393.364014
	Iteration 30Q: 3 clusters Score -4463118 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -4463151.000000 Penalty: 3393.364014
	Iteration 31Q: 3 clusters Score -4463151 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -4463193.500000 Penalty: 3393.364014
	Iteration 32Q: 3 clusters Score -4463194 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -4463258.000000 Penalty: 3393.364014
	Iteration 33Q: 3 clusters Score -4463258 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -4463283.000000 Penalty: 3393.364014
	Iteration 34Q: 3 clusters Score -4463283 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -4463320.000000 Penalty: 3393.364014
	Iteration 35Q: 3 clusters Score -4463320 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -4463364.500000 Penalty: 3393.364014
	Iteration 36Q: 3 clusters Score -4463364 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -4463406.500000 Penalty: 3393.364014
	Iteration 37Q: 3 clusters Score -4463406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -4463437.000000 Penalty: 3393.364014
	Iteration 38Q: 3 clusters Score -4463437 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -4463454.500000 Penalty: 3393.364014
	Iteration 39Q: 3 clusters Score -4463454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -4463465.500000 Penalty: 3393.364014
	Iteration 40F: 3 clusters Score -4463466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -4463479.500000 Penalty: 3393.364014
	Iteration 41Q: 3 clusters Score -4463480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -4463508.500000 Penalty: 3393.364014
	Iteration 42Q: 3 clusters Score -4463508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -4463528.500000 Penalty: 3393.364014
	Iteration 43Q: 3 clusters Score -4463528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -4463539.500000 Penalty: 3393.364014
	Iteration 44Q: 3 clusters Score -4463540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -4463553.500000 Penalty: 3393.364014
	Iteration 45Q: 3 clusters Score -4463554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -4463564.500000 Penalty: 3393.364014
	Iteration 46Q: 3 clusters Score -4463564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -4463575.000000 Penalty: 3393.364014
	Iteration 47Q: 3 clusters Score -4463575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -4463575.000000 Penalty: 3393.364014
	Iteration 48Q: 3 clusters Score -4463575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -4463583.000000 Penalty: 3393.364014
	Iteration 49Q: 3 clusters Score -4463583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -4463581.500000 Penalty: 3393.364014
	Iteration 50Q: 3 clusters Score -4463582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -4463583.000000 Penalty: 3393.364014
	Iteration 51Q: 3 clusters Score -4463583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -4463580.000000 Penalty: 3393.364014
	Iteration 52Q: 3 clusters Score -4463580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -4463582.500000 Penalty: 3393.364014
	Iteration 53Q: 3 clusters Score -4463582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -4463581.000000 Penalty: 3393.364014
	Iteration 54Q: 3 clusters Score -4463581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -4463583.000000 Penalty: 3393.364014
	Iteration 55Q: 3 clusters Score -4463583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -4463586.500000 Penalty: 3393.364014
	Iteration 56Q: 3 clusters Score -4463586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -4463588.500000 Penalty: 3393.364014
	Iteration 57Q: 3 clusters Score -4463588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -4463586.000000 Penalty: 3393.364014
	Iteration 58Q: 3 clusters Score -4463586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -4463592.000000 Penalty: 3393.364014
	Iteration 59Q: 3 clusters Score -4463592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -4463592.500000 Penalty: 3393.364014
	Iteration 60F: 3 clusters Score -4463592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -4463590.500000 Penalty: 3393.364014
	Iteration 61Q: 3 clusters Score -4463590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -4463590.500000 Penalty: 3393.364014
	Iteration 62F: 3 clusters Score -4463590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -51807.691406 Penalty: 994.905090
	Iteration 0F: 2 clusters Score -51807.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -50803.714844 Penalty: 1989.810181
	Iteration 0F: 3 clusters Score -50803.71 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51001.121094 Penalty: 1989.810181
	Iteration 1F: 3 clusters Score -51001.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51085.019531 Penalty: 1989.810181
	Iteration 2F: 3 clusters Score -51085.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -51125.699219 Penalty: 1989.810181
	Iteration 3Q: 3 clusters Score -51125.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -51136.722656 Penalty: 1989.810181
	Iteration 4Q: 3 clusters Score -51136.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51170.742188 Penalty: 1989.810181
	Iteration 5Q: 3 clusters Score -51170.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51193.929688 Penalty: 1989.810181
	Iteration 6Q: 3 clusters Score -51193.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51201.171875 Penalty: 1989.810181
	Iteration 7Q: 3 clusters Score -51201.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51204.445312 Penalty: 1989.810181
	Iteration 8Q: 3 clusters Score -51204.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51221.316406 Penalty: 1989.810181
	Iteration 9Q: 3 clusters Score -51221.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -51222.300781 Penalty: 1989.810181
	Iteration 10Q: 3 clusters Score -51222.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -51222.300781 Penalty: 1989.810181
	Iteration 11F: 3 clusters Score -51222.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (110876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110876 members 
Entering Unmasked Estep 
Score: -14318903.000000 Penalty: 1887.627319
	Iteration 0F: 2 clusters Score -1.43189e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55556 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -14247828.000000 Penalty: 3775.254639
	Iteration 0F: 3 clusters Score -1.424783e+07 nChanged 53084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -14278872.000000 Penalty: 3775.254639
	Iteration 1F: 3 clusters Score -1.427887e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 52935 members 
Entering Unmasked Estep 
Score: -14279679.000000 Penalty: 3775.254639
	Iteration 2Q: 3 clusters Score -1.427968e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -14280856.000000 Penalty: 3775.254639
	Iteration 3Q: 3 clusters Score -1.428086e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61554 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -14282416.000000 Penalty: 3775.254639
	Iteration 4Q: 3 clusters Score -1.428242e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64731 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -14284914.000000 Penalty: 3775.254639
	Iteration 5Q: 3 clusters Score -1.428491e+07 nChanged 6173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69032 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -14288836.000000 Penalty: 3775.254639
	Iteration 6F: 3 clusters Score -1.428884e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73927 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -14293274.000000 Penalty: 3775.254639
	Iteration 7F: 3 clusters Score -1.429327e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78726 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -14297740.000000 Penalty: 3775.254639
	Iteration 8F: 3 clusters Score -1.429774e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82453 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -14301340.000000 Penalty: 3775.254639
	Iteration 9F: 3 clusters Score -1.430134e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85090 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -14303335.000000 Penalty: 3775.254639
	Iteration 10Q: 3 clusters Score -1.430334e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86911 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -14304585.000000 Penalty: 3775.254639
	Iteration 11Q: 3 clusters Score -1.430458e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -14305234.000000 Penalty: 3775.254639
	Iteration 12Q: 3 clusters Score -1.430523e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89602 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -14305739.000000 Penalty: 3775.254639
	Iteration 13Q: 3 clusters Score -1.430574e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90718 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -14306076.000000 Penalty: 3775.254639
	Iteration 14Q: 3 clusters Score -1.430608e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91780 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -14306511.000000 Penalty: 3775.254639
	Iteration 15Q: 3 clusters Score -1.430651e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92794 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -14307237.000000 Penalty: 3775.254639
	Iteration 16Q: 3 clusters Score -1.430724e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93941 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -14308253.000000 Penalty: 3775.254639
	Iteration 17Q: 3 clusters Score -1.430825e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95229 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -14309103.000000 Penalty: 3775.254639
	Iteration 18Q: 3 clusters Score -1.43091e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96755 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -14310321.000000 Penalty: 3775.254639
	Iteration 19Q: 3 clusters Score -1.431032e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98515 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -14311563.000000 Penalty: 3775.254639
	Iteration 20F: 3 clusters Score -1.431156e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100428 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -14312885.000000 Penalty: 3775.254639
	Iteration 21Q: 3 clusters Score -1.431288e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102380 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -14314318.000000 Penalty: 3775.254639
	Iteration 22Q: 3 clusters Score -1.431432e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104402 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -14315680.000000 Penalty: 3775.254639
	Iteration 23Q: 3 clusters Score -1.431568e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106382 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -14316810.000000 Penalty: 3775.254639
	Iteration 24Q: 3 clusters Score -1.431681e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107933 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -14317549.000000 Penalty: 3775.254639
	Iteration 25Q: 3 clusters Score -1.431755e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108904 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -14317821.000000 Penalty: 3775.254639
	Iteration 26Q: 3 clusters Score -1.431782e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109419 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -14317760.000000 Penalty: 3775.254639
	Iteration 27Q: 3 clusters Score -1.431776e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109741 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -14317761.000000 Penalty: 3775.254639
	Iteration 28Q: 3 clusters Score -1.431776e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109942 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -14317746.000000 Penalty: 3775.254639
	Iteration 29Q: 3 clusters Score -1.431775e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110091 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -14317759.000000 Penalty: 3775.254639
	Iteration 30Q: 3 clusters Score -1.431776e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110169 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -14317768.000000 Penalty: 3775.254639
	Iteration 31Q: 3 clusters Score -1.431777e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110228 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -14317765.000000 Penalty: 3775.254639
	Iteration 32Q: 3 clusters Score -1.431776e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110281 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -14317729.000000 Penalty: 3775.254639
	Iteration 33Q: 3 clusters Score -1.431773e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110326 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -14317727.000000 Penalty: 3775.254639
	Iteration 34Q: 3 clusters Score -1.431773e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110361 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -14317711.000000 Penalty: 3775.254639
	Iteration 35Q: 3 clusters Score -1.431771e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110384 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -14317700.000000 Penalty: 3775.254639
	Iteration 36Q: 3 clusters Score -1.43177e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110402 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -14317724.000000 Penalty: 3775.254639
	Iteration 37Q: 3 clusters Score -1.431772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110413 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -14317717.000000 Penalty: 3775.254639
	Iteration 38Q: 3 clusters Score -1.431772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110422 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -14317718.000000 Penalty: 3775.254639
	Iteration 39Q: 3 clusters Score -1.431772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110424 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -14317710.000000 Penalty: 3775.254639
	Iteration 40F: 3 clusters Score -1.431771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110429 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -14317720.000000 Penalty: 3775.254639
	Iteration 41Q: 3 clusters Score -1.431772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110433 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -14317725.000000 Penalty: 3775.254639
	Iteration 42Q: 3 clusters Score -1.431772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110434 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -14317723.000000 Penalty: 3775.254639
	Iteration 43Q: 3 clusters Score -1.431772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110436 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -14317730.000000 Penalty: 3775.254639
	Iteration 44Q: 3 clusters Score -1.431773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110436 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -14317737.000000 Penalty: 3775.254639
	Iteration 45Q: 3 clusters Score -1.431774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110438 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -14317729.000000 Penalty: 3775.254639
	Iteration 46Q: 3 clusters Score -1.431773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110442 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -14317723.000000 Penalty: 3775.254639
	Iteration 47Q: 3 clusters Score -1.431772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110448 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -14317732.000000 Penalty: 3775.254639
	Iteration 48Q: 3 clusters Score -1.431773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110451 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -14317735.000000 Penalty: 3775.254639
	Iteration 49Q: 3 clusters Score -1.431774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110455 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -14317723.000000 Penalty: 3775.254639
	Iteration 50Q: 3 clusters Score -1.431772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110457 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -14317729.000000 Penalty: 3775.254639
	Iteration 51Q: 3 clusters Score -1.431773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110458 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -14317727.000000 Penalty: 3775.254639
	Iteration 52Q: 3 clusters Score -1.431773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110457 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -14317736.000000 Penalty: 3775.254639
	Iteration 53Q: 3 clusters Score -1.431774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110460 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -14317732.000000 Penalty: 3775.254639
	Iteration 54Q: 3 clusters Score -1.431773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110463 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -14317729.000000 Penalty: 3775.254639
	Iteration 55Q: 3 clusters Score -1.431773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110464 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -14317732.000000 Penalty: 3775.254639
	Iteration 56Q: 3 clusters Score -1.431773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110465 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -14317733.000000 Penalty: 3775.254639
	Iteration 57Q: 3 clusters Score -1.431773e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110465 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -14317733.000000 Penalty: 3775.254639
	Iteration 58F: 3 clusters Score -1.431773e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -1412763.750000 Penalty: 1508.990723
	Iteration 0F: 2 clusters Score -1412764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1405079.625000 Penalty: 3017.981445
	Iteration 0F: 3 clusters Score -1405080 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1407743.125000 Penalty: 3017.981445
	Iteration 1F: 3 clusters Score -1407743 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1408006.125000 Penalty: 3017.981445
	Iteration 2F: 3 clusters Score -1408006 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1408222.875000 Penalty: 3017.981445
	Iteration 3Q: 3 clusters Score -1408223 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1408400.500000 Penalty: 3017.981445
	Iteration 4Q: 3 clusters Score -1408400 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1408592.250000 Penalty: 3017.981445
	Iteration 5Q: 3 clusters Score -1408592 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1408826.625000 Penalty: 3017.981445
	Iteration 6Q: 3 clusters Score -1408827 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1409132.750000 Penalty: 3017.981445
	Iteration 7Q: 3 clusters Score -1409133 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1409458.250000 Penalty: 3017.981445
	Iteration 8Q: 3 clusters Score -1409458 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1409776.375000 Penalty: 3017.981445
	Iteration 9Q: 3 clusters Score -1409776 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1410023.750000 Penalty: 3017.981445
	Iteration 10Q: 3 clusters Score -1410024 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1410211.375000 Penalty: 3017.981445
	Iteration 11Q: 3 clusters Score -1410211 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1410326.000000 Penalty: 3017.981445
	Iteration 12Q: 3 clusters Score -1410326 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1410397.750000 Penalty: 3017.981445
	Iteration 13Q: 3 clusters Score -1410398 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1410451.375000 Penalty: 3017.981445
	Iteration 14Q: 3 clusters Score -1410451 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1410492.875000 Penalty: 3017.981445
	Iteration 15Q: 3 clusters Score -1410493 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1410534.375000 Penalty: 3017.981445
	Iteration 16Q: 3 clusters Score -1410534 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1410565.750000 Penalty: 3017.981445
	Iteration 17Q: 3 clusters Score -1410566 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1410593.125000 Penalty: 3017.981445
	Iteration 18Q: 3 clusters Score -1410593 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1410625.875000 Penalty: 3017.981445
	Iteration 19Q: 3 clusters Score -1410626 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1410661.750000 Penalty: 3017.981445
	Iteration 20F: 3 clusters Score -1410662 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1410685.000000 Penalty: 3017.981445
	Iteration 21Q: 3 clusters Score -1410685 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1410712.375000 Penalty: 3017.981445
	Iteration 22Q: 3 clusters Score -1410712 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1410743.125000 Penalty: 3017.981445
	Iteration 23Q: 3 clusters Score -1410743 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1410774.875000 Penalty: 3017.981445
	Iteration 24Q: 3 clusters Score -1410775 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1410802.375000 Penalty: 3017.981445
	Iteration 25Q: 3 clusters Score -1410802 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1410835.500000 Penalty: 3017.981445
	Iteration 26Q: 3 clusters Score -1410836 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1410861.625000 Penalty: 3017.981445
	Iteration 27Q: 3 clusters Score -1410862 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1410887.000000 Penalty: 3017.981445
	Iteration 28Q: 3 clusters Score -1410887 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1410902.875000 Penalty: 3017.981445
	Iteration 29Q: 3 clusters Score -1410903 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1410935.625000 Penalty: 3017.981445
	Iteration 30Q: 3 clusters Score -1410936 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1410967.875000 Penalty: 3017.981445
	Iteration 31Q: 3 clusters Score -1410968 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1411005.000000 Penalty: 3017.981445
	Iteration 32Q: 3 clusters Score -1411005 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1411052.375000 Penalty: 3017.981445
	Iteration 33Q: 3 clusters Score -1411052 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1411097.625000 Penalty: 3017.981445
	Iteration 34Q: 3 clusters Score -1411098 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1411149.625000 Penalty: 3017.981445
	Iteration 35Q: 3 clusters Score -1411150 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1411189.750000 Penalty: 3017.981445
	Iteration 36Q: 3 clusters Score -1411190 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1411214.000000 Penalty: 3017.981445
	Iteration 37Q: 3 clusters Score -1411214 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1411257.250000 Penalty: 3017.981445
	Iteration 38Q: 3 clusters Score -1411257 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1411287.000000 Penalty: 3017.981445
	Iteration 39Q: 3 clusters Score -1411287 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1411313.625000 Penalty: 3017.981445
	Iteration 40F: 3 clusters Score -1411314 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1411339.500000 Penalty: 3017.981445
	Iteration 41Q: 3 clusters Score -1411340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1411362.750000 Penalty: 3017.981445
	Iteration 42Q: 3 clusters Score -1411363 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1411374.000000 Penalty: 3017.981445
	Iteration 43Q: 3 clusters Score -1411374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1411381.250000 Penalty: 3017.981445
	Iteration 44Q: 3 clusters Score -1411381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1411389.875000 Penalty: 3017.981445
	Iteration 45Q: 3 clusters Score -1411390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1411397.250000 Penalty: 3017.981445
	Iteration 46Q: 3 clusters Score -1411397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1411402.000000 Penalty: 3017.981445
	Iteration 47Q: 3 clusters Score -1411402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1411407.875000 Penalty: 3017.981445
	Iteration 48Q: 3 clusters Score -1411408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1411414.000000 Penalty: 3017.981445
	Iteration 49Q: 3 clusters Score -1411414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1411418.875000 Penalty: 3017.981445
	Iteration 50Q: 3 clusters Score -1411419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1411423.375000 Penalty: 3017.981445
	Iteration 51Q: 3 clusters Score -1411423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1411427.625000 Penalty: 3017.981445
	Iteration 52Q: 3 clusters Score -1411428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1411430.250000 Penalty: 3017.981445
	Iteration 53Q: 3 clusters Score -1411430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1411432.750000 Penalty: 3017.981445
	Iteration 54Q: 3 clusters Score -1411433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1411434.375000 Penalty: 3017.981445
	Iteration 55Q: 3 clusters Score -1411434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1411440.625000 Penalty: 3017.981445
	Iteration 56Q: 3 clusters Score -1411441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1411443.500000 Penalty: 3017.981445
	Iteration 57Q: 3 clusters Score -1411444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1411442.375000 Penalty: 3017.981445
	Iteration 58Q: 3 clusters Score -1411442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1411452.125000 Penalty: 3017.981445
	Iteration 59Q: 3 clusters Score -1411452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1411456.250000 Penalty: 3017.981445
	Iteration 60F: 3 clusters Score -1411456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1411464.125000 Penalty: 3017.981445
	Iteration 61Q: 3 clusters Score -1411464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1411469.750000 Penalty: 3017.981445
	Iteration 62Q: 3 clusters Score -1411470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1411475.250000 Penalty: 3017.981445
	Iteration 63Q: 3 clusters Score -1411475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1411479.375000 Penalty: 3017.981445
	Iteration 64Q: 3 clusters Score -1411479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1411484.125000 Penalty: 3017.981445
	Iteration 65Q: 3 clusters Score -1411484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1411484.375000 Penalty: 3017.981445
	Iteration 66Q: 3 clusters Score -1411484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1411486.000000 Penalty: 3017.981445
	Iteration 67Q: 3 clusters Score -1411486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1411488.250000 Penalty: 3017.981445
	Iteration 68Q: 3 clusters Score -1411488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1411489.000000 Penalty: 3017.981445
	Iteration 69Q: 3 clusters Score -1411489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1411491.750000 Penalty: 3017.981445
	Iteration 70Q: 3 clusters Score -1411492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1411496.500000 Penalty: 3017.981445
	Iteration 71Q: 3 clusters Score -1411496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1411497.375000 Penalty: 3017.981445
	Iteration 72Q: 3 clusters Score -1411497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1411498.000000 Penalty: 3017.981445
	Iteration 73Q: 3 clusters Score -1411498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1411500.125000 Penalty: 3017.981445
	Iteration 74Q: 3 clusters Score -1411500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1411499.375000 Penalty: 3017.981445
	Iteration 75Q: 3 clusters Score -1411499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1411500.125000 Penalty: 3017.981445
	Iteration 76Q: 3 clusters Score -1411500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1411500.875000 Penalty: 3017.981445
	Iteration 77Q: 3 clusters Score -1411501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1411503.125000 Penalty: 3017.981445
	Iteration 78Q: 3 clusters Score -1411503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1411504.625000 Penalty: 3017.981445
	Iteration 79Q: 3 clusters Score -1411505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1411506.125000 Penalty: 3017.981445
	Iteration 80F: 3 clusters Score -1411506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -13719.855469 Penalty: 882.268677
	Iteration 0F: 2 clusters Score -13719.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13037.473633 Penalty: 1764.537354
	Iteration 0F: 3 clusters Score -13037.47 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13131.094727 Penalty: 1764.537354
	Iteration 1F: 3 clusters Score -13131.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13146.597656 Penalty: 1764.537354
	Iteration 2Q: 3 clusters Score -13146.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13150.848633 Penalty: 1764.537354
	Iteration 3Q: 3 clusters Score -13150.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13160.848633 Penalty: 1764.537354
	Iteration 4Q: 3 clusters Score -13160.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -13166.792969 Penalty: 1764.537354
	Iteration 5Q: 3 clusters Score -13166.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13174.562500 Penalty: 1764.537354
	Iteration 6Q: 3 clusters Score -13174.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13175.425781 Penalty: 1764.537354
	Iteration 7Q: 3 clusters Score -13175.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13182.053711 Penalty: 1764.537354
	Iteration 8Q: 3 clusters Score -13182.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13184.147461 Penalty: 1764.537354
	Iteration 9Q: 3 clusters Score -13184.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13186.802734 Penalty: 1764.537354
	Iteration 10Q: 3 clusters Score -13186.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13186.802734 Penalty: 1764.537354
	Iteration 11F: 3 clusters Score -13186.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Entering Unmasked Estep 
Score: -5004813.500000 Penalty: 1711.976196
	Iteration 0F: 2 clusters Score -5004814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -4979875.000000 Penalty: 3423.952393
	Iteration 0F: 3 clusters Score -4979875 nChanged 17401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -4989556.500000 Penalty: 3423.952393
	Iteration 1F: 3 clusters Score -4989556 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -4989988.500000 Penalty: 3423.952393
	Iteration 2Q: 3 clusters Score -4989988 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -4990385.500000 Penalty: 3423.952393
	Iteration 3Q: 3 clusters Score -4990386 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -4990793.500000 Penalty: 3423.952393
	Iteration 4Q: 3 clusters Score -4990794 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -4991245.000000 Penalty: 3423.952393
	Iteration 5Q: 3 clusters Score -4991245 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -4991776.500000 Penalty: 3423.952393
	Iteration 6Q: 3 clusters Score -4991776 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -4992454.500000 Penalty: 3423.952393
	Iteration 7Q: 3 clusters Score -4992454 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -4993455.000000 Penalty: 3423.952393
	Iteration 8Q: 3 clusters Score -4993455 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -4994781.500000 Penalty: 3423.952393
	Iteration 9F: 3 clusters Score -4994782 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -4996400.000000 Penalty: 3423.952393
	Iteration 10F: 3 clusters Score -4996400 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -4997950.000000 Penalty: 3423.952393
	Iteration 11F: 3 clusters Score -4997950 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -4999207.500000 Penalty: 3423.952393
	Iteration 12Q: 3 clusters Score -4999208 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -5000188.000000 Penalty: 3423.952393
	Iteration 13Q: 3 clusters Score -5000188 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -5000977.500000 Penalty: 3423.952393
	Iteration 14Q: 3 clusters Score -5000978 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -5001628.500000 Penalty: 3423.952393
	Iteration 15Q: 3 clusters Score -5001628 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -5002157.500000 Penalty: 3423.952393
	Iteration 16Q: 3 clusters Score -5002158 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -5002541.000000 Penalty: 3423.952393
	Iteration 17Q: 3 clusters Score -5002541 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -5002855.000000 Penalty: 3423.952393
	Iteration 18Q: 3 clusters Score -5002855 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -5003049.500000 Penalty: 3423.952393
	Iteration 19Q: 3 clusters Score -5003050 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -5003140.500000 Penalty: 3423.952393
	Iteration 20F: 3 clusters Score -5003140 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -5003184.500000 Penalty: 3423.952393
	Iteration 21Q: 3 clusters Score -5003184 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -5003221.000000 Penalty: 3423.952393
	Iteration 22Q: 3 clusters Score -5003221 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -5003231.000000 Penalty: 3423.952393
	Iteration 23Q: 3 clusters Score -5003231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -5003259.500000 Penalty: 3423.952393
	Iteration 24Q: 3 clusters Score -5003260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -5003277.500000 Penalty: 3423.952393
	Iteration 25Q: 3 clusters Score -5003278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -5003289.000000 Penalty: 3423.952393
	Iteration 26Q: 3 clusters Score -5003289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -5003308.000000 Penalty: 3423.952393
	Iteration 27Q: 3 clusters Score -5003308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -5003308.000000 Penalty: 3423.952393
	Iteration 28Q: 3 clusters Score -5003308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -5003316.000000 Penalty: 3423.952393
	Iteration 29Q: 3 clusters Score -5003316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -5003328.000000 Penalty: 3423.952393
	Iteration 30Q: 3 clusters Score -5003328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -5003329.000000 Penalty: 3423.952393
	Iteration 31Q: 3 clusters Score -5003329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -5003327.500000 Penalty: 3423.952393
	Iteration 32Q: 3 clusters Score -5003328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -5003330.000000 Penalty: 3423.952393
	Iteration 33Q: 3 clusters Score -5003330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -5003330.000000 Penalty: 3423.952393
	Iteration 34F: 3 clusters Score -5003330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (69316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69316 members 
Entering Unmasked Estep 
Score: -9074682.000000 Penalty: 1811.295044
	Iteration 0F: 2 clusters Score -9074682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -9031624.000000 Penalty: 3622.590088
	Iteration 0F: 3 clusters Score -9031624 nChanged 32742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -9050360.000000 Penalty: 3622.590088
	Iteration 1F: 3 clusters Score -9050360 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -9050936.000000 Penalty: 3622.590088
	Iteration 2Q: 3 clusters Score -9050936 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -9051611.000000 Penalty: 3622.590088
	Iteration 3Q: 3 clusters Score -9051611 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -9052450.000000 Penalty: 3622.590088
	Iteration 4Q: 3 clusters Score -9052450 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -9053597.000000 Penalty: 3622.590088
	Iteration 5Q: 3 clusters Score -9053597 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -9055626.000000 Penalty: 3622.590088
	Iteration 6F: 3 clusters Score -9055626 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -9058653.000000 Penalty: 3622.590088
	Iteration 7F: 3 clusters Score -9058653 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -9062323.000000 Penalty: 3622.590088
	Iteration 8F: 3 clusters Score -9062323 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -9065970.000000 Penalty: 3622.590088
	Iteration 9F: 3 clusters Score -9065970 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63390 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -9068850.000000 Penalty: 3622.590088
	Iteration 10F: 3 clusters Score -9068850 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66090 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -9070801.000000 Penalty: 3622.590088
	Iteration 11Q: 3 clusters Score -9070801 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67557 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -9071881.000000 Penalty: 3622.590088
	Iteration 12Q: 3 clusters Score -9071881 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68227 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -9072433.000000 Penalty: 3622.590088
	Iteration 13Q: 3 clusters Score -9072433 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68531 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9072712.000000 Penalty: 3622.590088
	Iteration 14Q: 3 clusters Score -9072712 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68689 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9072858.000000 Penalty: 3622.590088
	Iteration 15Q: 3 clusters Score -9072858 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68781 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9072912.000000 Penalty: 3622.590088
	Iteration 16Q: 3 clusters Score -9072912 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68834 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9072983.000000 Penalty: 3622.590088
	Iteration 17Q: 3 clusters Score -9072983 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68861 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9073032.000000 Penalty: 3622.590088
	Iteration 18Q: 3 clusters Score -9073032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68883 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9073059.000000 Penalty: 3622.590088
	Iteration 19Q: 3 clusters Score -9073059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68893 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9073070.000000 Penalty: 3622.590088
	Iteration 20F: 3 clusters Score -9073070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68890 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9073079.000000 Penalty: 3622.590088
	Iteration 21Q: 3 clusters Score -9073079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68894 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9073081.000000 Penalty: 3622.590088
	Iteration 22Q: 3 clusters Score -9073081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68904 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9073094.000000 Penalty: 3622.590088
	Iteration 23Q: 3 clusters Score -9073094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68914 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9073100.000000 Penalty: 3622.590088
	Iteration 24Q: 3 clusters Score -9073100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68918 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9073114.000000 Penalty: 3622.590088
	Iteration 25Q: 3 clusters Score -9073114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68921 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9073109.000000 Penalty: 3622.590088
	Iteration 26Q: 3 clusters Score -9073109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68922 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9073122.000000 Penalty: 3622.590088
	Iteration 27Q: 3 clusters Score -9073122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68923 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9073121.000000 Penalty: 3622.590088
	Iteration 28Q: 3 clusters Score -9073121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68922 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9073121.000000 Penalty: 3622.590088
	Iteration 29Q: 3 clusters Score -9073121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68926 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9073122.000000 Penalty: 3622.590088
	Iteration 30Q: 3 clusters Score -9073122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68925 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9073128.000000 Penalty: 3622.590088
	Iteration 31Q: 3 clusters Score -9073128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68922 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9073129.000000 Penalty: 3622.590088
	Iteration 32Q: 3 clusters Score -9073129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68923 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9073135.000000 Penalty: 3622.590088
	Iteration 33Q: 3 clusters Score -9073135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68922 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9073137.000000 Penalty: 3622.590088
	Iteration 34Q: 3 clusters Score -9073137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68921 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9073140.000000 Penalty: 3622.590088
	Iteration 35Q: 3 clusters Score -9073140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68921 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9073140.000000 Penalty: 3622.590088
	Iteration 36F: 3 clusters Score -9073140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Entering Unmasked Estep 
Score: -4442743.000000 Penalty: 1696.648804
	Iteration 0F: 2 clusters Score -4442743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -4419746.500000 Penalty: 3393.297607
	Iteration 0F: 3 clusters Score -4419746 nChanged 15873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -4428720.500000 Penalty: 3393.297607
	Iteration 1F: 3 clusters Score -4428720 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -4429357.000000 Penalty: 3393.297607
	Iteration 2Q: 3 clusters Score -4429357 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -4430114.000000 Penalty: 3393.297607
	Iteration 3Q: 3 clusters Score -4430114 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -4431095.000000 Penalty: 3393.297607
	Iteration 4F: 3 clusters Score -4431095 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -4432395.500000 Penalty: 3393.297607
	Iteration 5F: 3 clusters Score -4432396 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -4434065.500000 Penalty: 3393.297607
	Iteration 6F: 3 clusters Score -4434066 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -4436115.000000 Penalty: 3393.297607
	Iteration 7F: 3 clusters Score -4436115 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -4438134.500000 Penalty: 3393.297607
	Iteration 8F: 3 clusters Score -4438134 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4439660.500000 Penalty: 3393.297607
	Iteration 9Q: 3 clusters Score -4439660 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4440530.500000 Penalty: 3393.297607
	Iteration 10Q: 3 clusters Score -4440530 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4440903.000000 Penalty: 3393.297607
	Iteration 11Q: 3 clusters Score -4440903 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4441062.500000 Penalty: 3393.297607
	Iteration 12Q: 3 clusters Score -4441062 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4441132.000000 Penalty: 3393.297607
	Iteration 13Q: 3 clusters Score -4441132 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4441175.500000 Penalty: 3393.297607
	Iteration 14Q: 3 clusters Score -4441176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4441206.000000 Penalty: 3393.297607
	Iteration 15Q: 3 clusters Score -4441206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4441218.000000 Penalty: 3393.297607
	Iteration 16Q: 3 clusters Score -4441218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4441235.500000 Penalty: 3393.297607
	Iteration 17Q: 3 clusters Score -4441236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4441251.000000 Penalty: 3393.297607
	Iteration 18Q: 3 clusters Score -4441251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4441256.000000 Penalty: 3393.297607
	Iteration 19Q: 3 clusters Score -4441256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4441261.000000 Penalty: 3393.297607
	Iteration 20F: 3 clusters Score -4441261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4441273.500000 Penalty: 3393.297607
	Iteration 21Q: 3 clusters Score -4441274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4441280.000000 Penalty: 3393.297607
	Iteration 22Q: 3 clusters Score -4441280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4441289.000000 Penalty: 3393.297607
	Iteration 23Q: 3 clusters Score -4441289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4441294.000000 Penalty: 3393.297607
	Iteration 24Q: 3 clusters Score -4441294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4441294.000000 Penalty: 3393.297607
	Iteration 25Q: 3 clusters Score -4441294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4441297.000000 Penalty: 3393.297607
	Iteration 26Q: 3 clusters Score -4441297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4441297.500000 Penalty: 3393.297607
	Iteration 27Q: 3 clusters Score -4441298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4441297.500000 Penalty: 3393.297607
	Iteration 28F: 3 clusters Score -4441298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -6761.997559 Penalty: 831.674011
	Iteration 0F: 2 clusters Score -6761.998 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 87 members 
Entering Unmasked Estep 
Score: -6190.267090 Penalty: 1663.348022
	Iteration 0F: 3 clusters Score -6190.267 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -6332.313965 Penalty: 1663.348022
	Iteration 1F: 3 clusters Score -6332.314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6414.445801 Penalty: 1663.348022
	Iteration 2F: 3 clusters Score -6414.446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6427.831543 Penalty: 1663.348022
	Iteration 3Q: 3 clusters Score -6427.832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6444.168457 Penalty: 1663.348022
	Iteration 4Q: 3 clusters Score -6444.168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6444.168457 Penalty: 1663.348022
	Iteration 5F: 3 clusters Score -6444.168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Entering Unmasked Estep 
Score: -96725.195312 Penalty: 1076.194702
	Iteration 0F: 2 clusters Score -96725.2 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 391 members 
Entering Unmasked Estep 
Score: -95493.976562 Penalty: 2152.389404
	Iteration 0F: 3 clusters Score -95493.98 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -95782.984375 Penalty: 2152.389404
	Iteration 1F: 3 clusters Score -95782.98 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -95882.500000 Penalty: 2152.389404
	Iteration 2F: 3 clusters Score -95882.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -95924.367188 Penalty: 2152.389404
	Iteration 3Q: 3 clusters Score -95924.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -95968.617188 Penalty: 2152.389404
	Iteration 4Q: 3 clusters Score -95968.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -95986.375000 Penalty: 2152.389404
	Iteration 5Q: 3 clusters Score -95986.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -95999.242188 Penalty: 2152.389404
	Iteration 6Q: 3 clusters Score -95999.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -96010.085938 Penalty: 2152.389404
	Iteration 7Q: 3 clusters Score -96010.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -96017.015625 Penalty: 2152.389404
	Iteration 8Q: 3 clusters Score -96017.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -96019.671875 Penalty: 2152.389404
	Iteration 9Q: 3 clusters Score -96019.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -96022.289062 Penalty: 2152.389404
	Iteration 10Q: 3 clusters Score -96022.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -96028.796875 Penalty: 2152.389404
	Iteration 11Q: 3 clusters Score -96028.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -96032.343750 Penalty: 2152.389404
	Iteration 12Q: 3 clusters Score -96032.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -96036.468750 Penalty: 2152.389404
	Iteration 13Q: 3 clusters Score -96036.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -96041.492188 Penalty: 2152.389404
	Iteration 14Q: 3 clusters Score -96041.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -96046.289062 Penalty: 2152.389404
	Iteration 15Q: 3 clusters Score -96046.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -96048.820312 Penalty: 2152.389404
	Iteration 16Q: 3 clusters Score -96048.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -96050.242188 Penalty: 2152.389404
	Iteration 17Q: 3 clusters Score -96050.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -96051.632812 Penalty: 2152.389404
	Iteration 18Q: 3 clusters Score -96051.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -96051.710938 Penalty: 2152.389404
	Iteration 19F: 3 clusters Score -96051.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -96057.085938 Penalty: 2152.389404
	Iteration 20F: 3 clusters Score -96057.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -96061.164062 Penalty: 2152.389404
	Iteration 21Q: 3 clusters Score -96061.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -96067.671875 Penalty: 2152.389404
	Iteration 22Q: 3 clusters Score -96067.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -96067.671875 Penalty: 2152.389404
	Iteration 23F: 3 clusters Score -96067.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Entering Unmasked Estep 
Score: -2290555.500000 Penalty: 1592.060181
	Iteration 0F: 2 clusters Score -2290556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2278278.500000 Penalty: 3184.120361
	Iteration 0F: 3 clusters Score -2278278 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -2282760.000000 Penalty: 3184.120361
	Iteration 1F: 3 clusters Score -2282760 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2283170.750000 Penalty: 3184.120361
	Iteration 2F: 3 clusters Score -2283171 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2283674.500000 Penalty: 3184.120361
	Iteration 3F: 3 clusters Score -2283674 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2284405.750000 Penalty: 3184.120361
	Iteration 4F: 3 clusters Score -2284406 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2285601.500000 Penalty: 3184.120361
	Iteration 5F: 3 clusters Score -2285602 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2287005.750000 Penalty: 3184.120361
	Iteration 6F: 3 clusters Score -2287006 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2288244.500000 Penalty: 3184.120361
	Iteration 7F: 3 clusters Score -2288244 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2289027.250000 Penalty: 3184.120361
	Iteration 8F: 3 clusters Score -2289027 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2289368.000000 Penalty: 3184.120361
	Iteration 9Q: 3 clusters Score -2289368 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2289480.000000 Penalty: 3184.120361
	Iteration 10Q: 3 clusters Score -2289480 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2289529.750000 Penalty: 3184.120361
	Iteration 11Q: 3 clusters Score -2289530 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2289555.000000 Penalty: 3184.120361
	Iteration 12Q: 3 clusters Score -2289555 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2289572.250000 Penalty: 3184.120361
	Iteration 13Q: 3 clusters Score -2289572 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2289569.000000 Penalty: 3184.120361
	Iteration 14Q: 3 clusters Score -2289569 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2289580.000000 Penalty: 3184.120361
	Iteration 15Q: 3 clusters Score -2289580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2289576.000000 Penalty: 3184.120361
	Iteration 16Q: 3 clusters Score -2289576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2289578.250000 Penalty: 3184.120361
	Iteration 17Q: 3 clusters Score -2289578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2289582.500000 Penalty: 3184.120361
	Iteration 18Q: 3 clusters Score -2289582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2289586.750000 Penalty: 3184.120361
	Iteration 19Q: 3 clusters Score -2289587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2289584.500000 Penalty: 3184.120361
	Iteration 20F: 3 clusters Score -2289584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2289584.500000 Penalty: 3184.120361
	Iteration 21Q: 3 clusters Score -2289584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2289586.000000 Penalty: 3184.120361
	Iteration 22Q: 3 clusters Score -2289586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2289588.750000 Penalty: 3184.120361
	Iteration 23Q: 3 clusters Score -2289589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2289589.000000 Penalty: 3184.120361
	Iteration 24Q: 3 clusters Score -2289589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2289590.750000 Penalty: 3184.120361
	Iteration 25Q: 3 clusters Score -2289591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2289587.250000 Penalty: 3184.120361
	Iteration 26Q: 3 clusters Score -2289587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2289592.250000 Penalty: 3184.120361
	Iteration 27Q: 3 clusters Score -2289592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2289596.000000 Penalty: 3184.120361
	Iteration 28Q: 3 clusters Score -2289596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2289596.500000 Penalty: 3184.120361
	Iteration 29Q: 3 clusters Score -2289596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2289596.500000 Penalty: 3184.120361
	Iteration 30Q: 3 clusters Score -2289596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2289596.500000 Penalty: 3184.120361
	Iteration 31F: 3 clusters Score -2289596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Entering Unmasked Estep 
Score: -108597.437500 Penalty: 1098.755615
	Iteration 0F: 2 clusters Score -108597.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -107269.968750 Penalty: 2197.511230
	Iteration 0F: 3 clusters Score -107270 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -107464.757812 Penalty: 2197.511230
	Iteration 1F: 3 clusters Score -107464.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -107503.585938 Penalty: 2197.511230
	Iteration 2Q: 3 clusters Score -107503.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -107522.859375 Penalty: 2197.511230
	Iteration 3Q: 3 clusters Score -107522.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -107537.343750 Penalty: 2197.511230
	Iteration 4Q: 3 clusters Score -107537.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -107550.265625 Penalty: 2197.511230
	Iteration 5Q: 3 clusters Score -107550.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -107557.898438 Penalty: 2197.511230
	Iteration 6Q: 3 clusters Score -107557.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -107569.476562 Penalty: 2197.511230
	Iteration 7Q: 3 clusters Score -107569.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -107577.242188 Penalty: 2197.511230
	Iteration 8Q: 3 clusters Score -107577.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -107583.125000 Penalty: 2197.511230
	Iteration 9Q: 3 clusters Score -107583.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -107587.812500 Penalty: 2197.511230
	Iteration 10Q: 3 clusters Score -107587.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -107595.367188 Penalty: 2197.511230
	Iteration 11Q: 3 clusters Score -107595.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -107598.398438 Penalty: 2197.511230
	Iteration 12Q: 3 clusters Score -107598.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -107600.226562 Penalty: 2197.511230
	Iteration 13Q: 3 clusters Score -107600.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -107603.226562 Penalty: 2197.511230
	Iteration 14Q: 3 clusters Score -107603.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -107604.179688 Penalty: 2197.511230
	Iteration 15Q: 3 clusters Score -107604.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -107604.531250 Penalty: 2197.511230
	Iteration 16Q: 3 clusters Score -107604.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -107604.531250 Penalty: 2197.511230
	Iteration 17F: 3 clusters Score -107604.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -51465.945312 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -51465.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50522.472656 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -50522.47 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -50610.250000 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -50610.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -50641.285156 Penalty: 1876.729248
	Iteration 2Q: 3 clusters Score -50641.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -50648.171875 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -50648.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -50657.089844 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -50657.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -50659.847656 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -50659.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -50659.847656 Penalty: 1876.729248
	Iteration 6F: 3 clusters Score -50659.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -33972.929688 Penalty: 969.914978
	Iteration 0F: 2 clusters Score -33972.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33052.074219 Penalty: 1939.829956
	Iteration 0F: 3 clusters Score -33052.07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33272.421875 Penalty: 1939.829956
	Iteration 1F: 3 clusters Score -33272.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33310.781250 Penalty: 1939.829956
	Iteration 2F: 3 clusters Score -33310.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33330.105469 Penalty: 1939.829956
	Iteration 3Q: 3 clusters Score -33330.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33337.945312 Penalty: 1939.829956
	Iteration 4Q: 3 clusters Score -33337.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33339.460938 Penalty: 1939.829956
	Iteration 5Q: 3 clusters Score -33339.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33340.484375 Penalty: 1939.829956
	Iteration 6Q: 3 clusters Score -33340.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33341.152344 Penalty: 1939.829956
	Iteration 7Q: 3 clusters Score -33341.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33341.875000 Penalty: 1939.829956
	Iteration 8Q: 3 clusters Score -33341.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33342.449219 Penalty: 1939.829956
	Iteration 9Q: 3 clusters Score -33342.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33343.019531 Penalty: 1939.829956
	Iteration 10Q: 3 clusters Score -33343.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33347.593750 Penalty: 1939.829956
	Iteration 11Q: 3 clusters Score -33347.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33352.851562 Penalty: 1939.829956
	Iteration 12Q: 3 clusters Score -33352.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33358.460938 Penalty: 1939.829956
	Iteration 13Q: 3 clusters Score -33358.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33362.183594 Penalty: 1939.829956
	Iteration 14Q: 3 clusters Score -33362.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33370.281250 Penalty: 1939.829956
	Iteration 15Q: 3 clusters Score -33370.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33373.753906 Penalty: 1939.829956
	Iteration 16Q: 3 clusters Score -33373.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33376.539062 Penalty: 1939.829956
	Iteration 17Q: 3 clusters Score -33376.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33376.539062 Penalty: 1939.829956
	Iteration 18F: 3 clusters Score -33376.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (50090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Entering Unmasked Estep 
Score: -6622884.000000 Penalty: 1758.506226
	Iteration 0F: 2 clusters Score -6622884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -6591906.500000 Penalty: 3517.012451
	Iteration 0F: 3 clusters Score -6591906 nChanged 23375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -6604727.500000 Penalty: 3517.012451
	Iteration 1F: 3 clusters Score -6604728 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -6605032.000000 Penalty: 3517.012451
	Iteration 2Q: 3 clusters Score -6605032 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -6605344.500000 Penalty: 3517.012451
	Iteration 3Q: 3 clusters Score -6605344 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -6605735.000000 Penalty: 3517.012451
	Iteration 4Q: 3 clusters Score -6605735 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -6606153.000000 Penalty: 3517.012451
	Iteration 5Q: 3 clusters Score -6606153 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -6606701.500000 Penalty: 3517.012451
	Iteration 6Q: 3 clusters Score -6606702 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -6607291.500000 Penalty: 3517.012451
	Iteration 7Q: 3 clusters Score -6607292 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -6608101.000000 Penalty: 3517.012451
	Iteration 8Q: 3 clusters Score -6608101 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -6609373.000000 Penalty: 3517.012451
	Iteration 9Q: 3 clusters Score -6609373 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -6611150.500000 Penalty: 3517.012451
	Iteration 10F: 3 clusters Score -6611150 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -6613215.000000 Penalty: 3517.012451
	Iteration 11F: 3 clusters Score -6613215 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -6614916.000000 Penalty: 3517.012451
	Iteration 12F: 3 clusters Score -6614916 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -6615765.000000 Penalty: 3517.012451
	Iteration 13Q: 3 clusters Score -6615765 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -6616034.000000 Penalty: 3517.012451
	Iteration 14Q: 3 clusters Score -6616034 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -6616156.500000 Penalty: 3517.012451
	Iteration 15Q: 3 clusters Score -6616156 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -6616302.000000 Penalty: 3517.012451
	Iteration 16Q: 3 clusters Score -6616302 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -6616359.500000 Penalty: 3517.012451
	Iteration 17Q: 3 clusters Score -6616360 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -6616420.000000 Penalty: 3517.012451
	Iteration 18Q: 3 clusters Score -6616420 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -6616493.500000 Penalty: 3517.012451
	Iteration 19Q: 3 clusters Score -6616494 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -6616586.500000 Penalty: 3517.012451
	Iteration 20F: 3 clusters Score -6616586 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -6616679.500000 Penalty: 3517.012451
	Iteration 21Q: 3 clusters Score -6616680 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -6616768.500000 Penalty: 3517.012451
	Iteration 22Q: 3 clusters Score -6616768 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -6616846.500000 Penalty: 3517.012451
	Iteration 23Q: 3 clusters Score -6616846 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -6616873.000000 Penalty: 3517.012451
	Iteration 24Q: 3 clusters Score -6616873 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -6617001.000000 Penalty: 3517.012451
	Iteration 25Q: 3 clusters Score -6617001 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -6617103.500000 Penalty: 3517.012451
	Iteration 26Q: 3 clusters Score -6617104 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -6617214.000000 Penalty: 3517.012451
	Iteration 27Q: 3 clusters Score -6617214 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -6617317.500000 Penalty: 3517.012451
	Iteration 28Q: 3 clusters Score -6617318 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -6617406.500000 Penalty: 3517.012451
	Iteration 29Q: 3 clusters Score -6617406 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -6617495.500000 Penalty: 3517.012451
	Iteration 30Q: 3 clusters Score -6617496 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -6617608.000000 Penalty: 3517.012451
	Iteration 31Q: 3 clusters Score -6617608 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -6617740.500000 Penalty: 3517.012451
	Iteration 32Q: 3 clusters Score -6617740 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -6617855.000000 Penalty: 3517.012451
	Iteration 33Q: 3 clusters Score -6617855 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -6617959.000000 Penalty: 3517.012451
	Iteration 34Q: 3 clusters Score -6617959 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -6618102.500000 Penalty: 3517.012451
	Iteration 35Q: 3 clusters Score -6618102 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -6618271.000000 Penalty: 3517.012451
	Iteration 36Q: 3 clusters Score -6618271 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -6618418.000000 Penalty: 3517.012451
	Iteration 37Q: 3 clusters Score -6618418 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -6618577.500000 Penalty: 3517.012451
	Iteration 38Q: 3 clusters Score -6618578 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -6618752.000000 Penalty: 3517.012451
	Iteration 39Q: 3 clusters Score -6618752 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -6618978.500000 Penalty: 3517.012451
	Iteration 40F: 3 clusters Score -6618978 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -6619205.500000 Penalty: 3517.012451
	Iteration 41Q: 3 clusters Score -6619206 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -6619450.500000 Penalty: 3517.012451
	Iteration 42Q: 3 clusters Score -6619450 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -6619639.500000 Penalty: 3517.012451
	Iteration 43Q: 3 clusters Score -6619640 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -6619881.000000 Penalty: 3517.012451
	Iteration 44Q: 3 clusters Score -6619881 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -6620141.000000 Penalty: 3517.012451
	Iteration 45Q: 3 clusters Score -6620141 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -6620382.500000 Penalty: 3517.012451
	Iteration 46Q: 3 clusters Score -6620382 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -6620569.000000 Penalty: 3517.012451
	Iteration 47Q: 3 clusters Score -6620569 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -6620685.000000 Penalty: 3517.012451
	Iteration 48Q: 3 clusters Score -6620685 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -6620773.500000 Penalty: 3517.012451
	Iteration 49Q: 3 clusters Score -6620774 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -6620863.500000 Penalty: 3517.012451
	Iteration 50Q: 3 clusters Score -6620864 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -6620935.500000 Penalty: 3517.012451
	Iteration 51Q: 3 clusters Score -6620936 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -6621022.000000 Penalty: 3517.012451
	Iteration 52Q: 3 clusters Score -6621022 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -6621109.000000 Penalty: 3517.012451
	Iteration 53Q: 3 clusters Score -6621109 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -6621175.000000 Penalty: 3517.012451
	Iteration 54Q: 3 clusters Score -6621175 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -6621216.000000 Penalty: 3517.012451
	Iteration 55Q: 3 clusters Score -6621216 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -6621252.500000 Penalty: 3517.012451
	Iteration 56Q: 3 clusters Score -6621252 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 48417 members 
Entering Unmasked Estep 
Score: -6621282.000000 Penalty: 3517.012451
	Iteration 57Q: 3 clusters Score -6621282 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -6621291.000000 Penalty: 3517.012451
	Iteration 58Q: 3 clusters Score -6621291 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 48577 members 
Entering Unmasked Estep 
Score: -6621319.500000 Penalty: 3517.012451
	Iteration 59Q: 3 clusters Score -6621320 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -6621336.500000 Penalty: 3517.012451
	Iteration 60F: 3 clusters Score -6621336 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -6621346.000000 Penalty: 3517.012451
	Iteration 61Q: 3 clusters Score -6621346 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -6621362.500000 Penalty: 3517.012451
	Iteration 62Q: 3 clusters Score -6621362 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -6621362.500000 Penalty: 3517.012451
	Iteration 63Q: 3 clusters Score -6621362 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -6621387.500000 Penalty: 3517.012451
	Iteration 64Q: 3 clusters Score -6621388 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -6621394.000000 Penalty: 3517.012451
	Iteration 65Q: 3 clusters Score -6621394 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -6621406.000000 Penalty: 3517.012451
	Iteration 66Q: 3 clusters Score -6621406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -6621428.500000 Penalty: 3517.012451
	Iteration 67Q: 3 clusters Score -6621428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -6621437.000000 Penalty: 3517.012451
	Iteration 68Q: 3 clusters Score -6621437 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 49080 members 
Entering Unmasked Estep 
Score: -6621439.500000 Penalty: 3517.012451
	Iteration 69Q: 3 clusters Score -6621440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -6621440.000000 Penalty: 3517.012451
	Iteration 70Q: 3 clusters Score -6621440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 49143 members 
Entering Unmasked Estep 
Score: -6621446.000000 Penalty: 3517.012451
	Iteration 71Q: 3 clusters Score -6621446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -6621447.000000 Penalty: 3517.012451
	Iteration 72Q: 3 clusters Score -6621447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -6621448.500000 Penalty: 3517.012451
	Iteration 73Q: 3 clusters Score -6621448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -6621463.500000 Penalty: 3517.012451
	Iteration 74Q: 3 clusters Score -6621464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -6621467.500000 Penalty: 3517.012451
	Iteration 75Q: 3 clusters Score -6621468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -6621474.500000 Penalty: 3517.012451
	Iteration 76Q: 3 clusters Score -6621474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -6621481.000000 Penalty: 3517.012451
	Iteration 77Q: 3 clusters Score -6621481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -6621494.500000 Penalty: 3517.012451
	Iteration 78Q: 3 clusters Score -6621494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -6621499.500000 Penalty: 3517.012451
	Iteration 79Q: 3 clusters Score -6621500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -6621492.500000 Penalty: 3517.012451
	Iteration 80F: 3 clusters Score -6621492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -6621505.000000 Penalty: 3517.012451
	Iteration 81Q: 3 clusters Score -6621505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -6621499.500000 Penalty: 3517.012451
	Iteration 82Q: 3 clusters Score -6621500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -6621502.000000 Penalty: 3517.012451
	Iteration 83Q: 3 clusters Score -6621502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
Score: -6621503.000000 Penalty: 3517.012451
	Iteration 84Q: 3 clusters Score -6621503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -6621512.500000 Penalty: 3517.012451
	Iteration 85Q: 3 clusters Score -6621512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -6621507.500000 Penalty: 3517.012451
	Iteration 86Q: 3 clusters Score -6621508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -6621510.000000 Penalty: 3517.012451
	Iteration 87Q: 3 clusters Score -6621510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -6621516.000000 Penalty: 3517.012451
	Iteration 88Q: 3 clusters Score -6621516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -6621517.000000 Penalty: 3517.012451
	Iteration 89Q: 3 clusters Score -6621517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -6621514.000000 Penalty: 3517.012451
	Iteration 90Q: 3 clusters Score -6621514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -6621514.000000 Penalty: 3517.012451
	Iteration 91F: 3 clusters Score -6621514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -31939.314453 Penalty: 953.760742
	Iteration 0F: 2 clusters Score -31939.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31081.992188 Penalty: 1907.521484
	Iteration 0F: 3 clusters Score -31081.99 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31243.568359 Penalty: 1907.521484
	Iteration 1F: 3 clusters Score -31243.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -31332.775391 Penalty: 1907.521484
	Iteration 2F: 3 clusters Score -31332.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -31401.072266 Penalty: 1907.521484
	Iteration 3F: 3 clusters Score -31401.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31467.390625 Penalty: 1907.521484
	Iteration 4Q: 3 clusters Score -31467.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -31498.791016 Penalty: 1907.521484
	Iteration 5Q: 3 clusters Score -31498.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31500.773438 Penalty: 1907.521484
	Iteration 6Q: 3 clusters Score -31500.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31500.773438 Penalty: 1907.521484
	Iteration 7F: 3 clusters Score -31500.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Entering Unmasked Estep 
Score: -421565.156250 Penalty: 1321.850952
	Iteration 0F: 2 clusters Score -421565.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -418592.812500 Penalty: 2643.701904
	Iteration 0F: 3 clusters Score -418592.8 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -419393.312500 Penalty: 2643.701904
	Iteration 1F: 3 clusters Score -419393.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -419738.031250 Penalty: 2643.701904
	Iteration 2F: 3 clusters Score -419738 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -420053.781250 Penalty: 2643.701904
	Iteration 3F: 3 clusters Score -420053.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -420265.531250 Penalty: 2643.701904
	Iteration 4F: 3 clusters Score -420265.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -420419.625000 Penalty: 2643.701904
	Iteration 5F: 3 clusters Score -420419.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -420547.687500 Penalty: 2643.701904
	Iteration 6Q: 3 clusters Score -420547.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -420643.718750 Penalty: 2643.701904
	Iteration 7Q: 3 clusters Score -420643.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -420728.562500 Penalty: 2643.701904
	Iteration 8Q: 3 clusters Score -420728.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -420808.093750 Penalty: 2643.701904
	Iteration 9Q: 3 clusters Score -420808.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -420859.812500 Penalty: 2643.701904
	Iteration 10Q: 3 clusters Score -420859.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -420900.093750 Penalty: 2643.701904
	Iteration 11Q: 3 clusters Score -420900.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -420925.281250 Penalty: 2643.701904
	Iteration 12Q: 3 clusters Score -420925.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -420945.468750 Penalty: 2643.701904
	Iteration 13Q: 3 clusters Score -420945.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -420962.531250 Penalty: 2643.701904
	Iteration 14Q: 3 clusters Score -420962.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -420974.281250 Penalty: 2643.701904
	Iteration 15Q: 3 clusters Score -420974.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -420979.406250 Penalty: 2643.701904
	Iteration 16Q: 3 clusters Score -420979.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -420982.468750 Penalty: 2643.701904
	Iteration 17Q: 3 clusters Score -420982.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -420984.812500 Penalty: 2643.701904
	Iteration 18Q: 3 clusters Score -420984.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -420989.406250 Penalty: 2643.701904
	Iteration 19Q: 3 clusters Score -420989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -420990.375000 Penalty: 2643.701904
	Iteration 20F: 3 clusters Score -420990.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -420991.468750 Penalty: 2643.701904
	Iteration 21Q: 3 clusters Score -420991.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -420991.343750 Penalty: 2643.701904
	Iteration 22Q: 3 clusters Score -420991.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -420992.000000 Penalty: 2643.701904
	Iteration 23Q: 3 clusters Score -420992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -420992.187500 Penalty: 2643.701904
	Iteration 24Q: 3 clusters Score -420992.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -420992.187500 Penalty: 2643.701904
	Iteration 25F: 3 clusters Score -420992.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49230 members 
Mstep: Class 3 contains 34239 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110876 members 
Mstep: Class 6 contains 10787 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37618 members 
Mstep: Class 9 contains 69316 members 
Mstep: Class 10 contains 34232 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 17985 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 50090 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030008.000000 Penalty: 39992.996094
Iteration 239Q: 20 clusters Score -5.403001e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49241 members 
Mstep: Class 3 contains 34234 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110869 members 
Mstep: Class 6 contains 10778 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37668 members 
Mstep: Class 9 contains 69363 members 
Mstep: Class 10 contains 34204 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 17976 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 50042 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54029976.000000 Penalty: 39992.996094
Iteration 240F: 20 clusters Score -5.402998e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49242 members 
Mstep: Class 3 contains 34227 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110883 members 
Mstep: Class 6 contains 10778 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37712 members 
Mstep: Class 9 contains 69392 members 
Mstep: Class 10 contains 34170 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 17966 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 50007 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3406 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 241Q: 20 clusters Score -5.403002e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49257 members 
Mstep: Class 3 contains 34220 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110898 members 
Mstep: Class 6 contains 10767 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37741 members 
Mstep: Class 9 contains 69430 members 
Mstep: Class 10 contains 34142 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 17956 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49967 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3405 members 
Entering Unmasked Estep 
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Iteration 242Q: 20 clusters Score -5.402992e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49266 members 
Mstep: Class 3 contains 34220 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110896 members 
Mstep: Class 6 contains 10763 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37774 members 
Mstep: Class 9 contains 69472 members 
Mstep: Class 10 contains 34116 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 17935 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49936 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3405 members 
Entering Unmasked Estep 
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Iteration 243Q: 20 clusters Score -5.403005e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49287 members 
Mstep: Class 3 contains 34213 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110918 members 
Mstep: Class 6 contains 10762 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37790 members 
Mstep: Class 9 contains 69498 members 
Mstep: Class 10 contains 34097 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 17923 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49890 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3405 members 
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Iteration 244Q: 20 clusters Score -5.403011e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49298 members 
Mstep: Class 3 contains 34213 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110907 members 
Mstep: Class 6 contains 10761 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37811 members 
Mstep: Class 9 contains 69516 members 
Mstep: Class 10 contains 34084 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 17919 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49870 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3404 members 
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Iteration 245Q: 20 clusters Score -5.40301e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49314 members 
Mstep: Class 3 contains 34214 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110902 members 
Mstep: Class 6 contains 10760 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37832 members 
Mstep: Class 9 contains 69533 members 
Mstep: Class 10 contains 34058 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17913 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49852 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3404 members 
Entering Unmasked Estep 
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Iteration 246Q: 20 clusters Score -5.403011e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49320 members 
Mstep: Class 3 contains 34211 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110897 members 
Mstep: Class 6 contains 10758 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37850 members 
Mstep: Class 9 contains 69547 members 
Mstep: Class 10 contains 34053 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17909 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49833 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3404 members 
Entering Unmasked Estep 
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Iteration 247Q: 20 clusters Score -5.403014e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49332 members 
Mstep: Class 3 contains 34206 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110898 members 
Mstep: Class 6 contains 10756 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37862 members 
Mstep: Class 9 contains 69564 members 
Mstep: Class 10 contains 34049 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17899 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49812 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3404 members 
Entering Unmasked Estep 
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Iteration 248Q: 20 clusters Score -5.403008e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49343 members 
Mstep: Class 3 contains 34200 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110914 members 
Mstep: Class 6 contains 10754 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37870 members 
Mstep: Class 9 contains 69564 members 
Mstep: Class 10 contains 34042 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17896 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49795 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3404 members 
Entering Unmasked Estep 
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Iteration 249Q: 20 clusters Score -5.403006e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49349 members 
Mstep: Class 3 contains 34198 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110928 members 
Mstep: Class 6 contains 10751 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37868 members 
Mstep: Class 9 contains 69574 members 
Mstep: Class 10 contains 34035 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17893 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49783 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3403 members 
Entering Unmasked Estep 
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Iteration 250Q: 20 clusters Score -5.403006e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49368 members 
Mstep: Class 3 contains 34198 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110935 members 
Mstep: Class 6 contains 10748 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37872 members 
Mstep: Class 9 contains 69579 members 
Mstep: Class 10 contains 34027 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49762 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3402 members 
Entering Unmasked Estep 
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Iteration 251Q: 20 clusters Score -5.403016e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49382 members 
Mstep: Class 3 contains 34191 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110942 members 
Mstep: Class 6 contains 10745 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37879 members 
Mstep: Class 9 contains 69584 members 
Mstep: Class 10 contains 34012 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49754 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3402 members 
Entering Unmasked Estep 
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Iteration 252Q: 20 clusters Score -5.403012e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49382 members 
Mstep: Class 3 contains 34181 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110950 members 
Mstep: Class 6 contains 10745 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37890 members 
Mstep: Class 9 contains 69593 members 
Mstep: Class 10 contains 33997 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17890 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49752 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3402 members 
Entering Unmasked Estep 
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Iteration 253Q: 20 clusters Score -5.403008e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49385 members 
Mstep: Class 3 contains 34178 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110958 members 
Mstep: Class 6 contains 10742 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37905 members 
Mstep: Class 9 contains 69594 members 
Mstep: Class 10 contains 33993 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49734 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3402 members 
Entering Unmasked Estep 
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Iteration 254Q: 20 clusters Score -5.403009e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49394 members 
Mstep: Class 3 contains 34174 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110959 members 
Mstep: Class 6 contains 10739 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37914 members 
Mstep: Class 9 contains 69590 members 
Mstep: Class 10 contains 33993 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17889 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49728 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3402 members 
Entering Unmasked Estep 
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Iteration 255Q: 20 clusters Score -5.403012e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49398 members 
Mstep: Class 3 contains 34171 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110964 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37915 members 
Mstep: Class 9 contains 69594 members 
Mstep: Class 10 contains 33983 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17888 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49727 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3402 members 
Entering Unmasked Estep 
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Iteration 256Q: 20 clusters Score -5.403018e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49400 members 
Mstep: Class 3 contains 34168 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110962 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37915 members 
Mstep: Class 9 contains 69601 members 
Mstep: Class 10 contains 33987 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17889 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49719 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
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Iteration 257Q: 20 clusters Score -5.403012e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49406 members 
Mstep: Class 3 contains 34168 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110960 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37915 members 
Mstep: Class 9 contains 69603 members 
Mstep: Class 10 contains 33987 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17889 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49713 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
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Iteration 258Q: 20 clusters Score -5.40301e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49405 members 
Mstep: Class 3 contains 34170 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110955 members 
Mstep: Class 6 contains 10740 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37917 members 
Mstep: Class 9 contains 69605 members 
Mstep: Class 10 contains 33982 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49716 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
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Iteration 259Q: 20 clusters Score -5.403016e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49401 members 
Mstep: Class 3 contains 34170 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110961 members 
Mstep: Class 6 contains 10739 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37913 members 
Mstep: Class 9 contains 69610 members 
Mstep: Class 10 contains 33979 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49717 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
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Iteration 260F: 20 clusters Score -5.403015e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49402 members 
Mstep: Class 3 contains 34168 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110965 members 
Mstep: Class 6 contains 10738 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37911 members 
Mstep: Class 9 contains 69612 members 
Mstep: Class 10 contains 33980 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49714 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
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Iteration 261Q: 20 clusters Score -5.403017e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49399 members 
Mstep: Class 3 contains 34167 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110960 members 
Mstep: Class 6 contains 10737 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37913 members 
Mstep: Class 9 contains 69619 members 
Mstep: Class 10 contains 33984 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49711 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
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Iteration 262Q: 20 clusters Score -5.403017e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49394 members 
Mstep: Class 3 contains 34167 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110955 members 
Mstep: Class 6 contains 10738 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37918 members 
Mstep: Class 9 contains 69621 members 
Mstep: Class 10 contains 33989 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17892 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49707 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
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Iteration 263Q: 20 clusters Score -5.403014e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49390 members 
Mstep: Class 3 contains 34167 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110952 members 
Mstep: Class 6 contains 10737 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37925 members 
Mstep: Class 9 contains 69620 members 
Mstep: Class 10 contains 33994 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49705 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
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Iteration 264Q: 20 clusters Score -5.40301e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49386 members 
Mstep: Class 3 contains 34167 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110940 members 
Mstep: Class 6 contains 10736 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37926 members 
Mstep: Class 9 contains 69625 members 
Mstep: Class 10 contains 33999 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17892 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49710 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
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Iteration 265Q: 20 clusters Score -5.403013e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49381 members 
Mstep: Class 3 contains 34168 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110931 members 
Mstep: Class 6 contains 10736 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37931 members 
Mstep: Class 9 contains 69631 members 
Mstep: Class 10 contains 33995 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17892 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49716 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
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Iteration 266Q: 20 clusters Score -5.403007e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49379 members 
Mstep: Class 3 contains 34168 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110926 members 
Mstep: Class 6 contains 10735 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37935 members 
Mstep: Class 9 contains 69634 members 
Mstep: Class 10 contains 33994 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17893 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49717 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
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Iteration 267Q: 20 clusters Score -5.40301e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49379 members 
Mstep: Class 3 contains 34169 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110916 members 
Mstep: Class 6 contains 10733 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37942 members 
Mstep: Class 9 contains 69637 members 
Mstep: Class 10 contains 33990 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17894 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49721 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
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Iteration 268Q: 20 clusters Score -5.403008e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49377 members 
Mstep: Class 3 contains 34170 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110916 members 
Mstep: Class 6 contains 10733 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37946 members 
Mstep: Class 9 contains 69636 members 
Mstep: Class 10 contains 33988 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17894 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49721 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
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Iteration 269Q: 20 clusters Score -5.403012e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49376 members 
Mstep: Class 3 contains 34170 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110917 members 
Mstep: Class 6 contains 10733 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37949 members 
Mstep: Class 9 contains 69636 members 
Mstep: Class 10 contains 33986 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17893 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49721 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
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Iteration 270Q: 20 clusters Score -5.403012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49375 members 
Mstep: Class 3 contains 34173 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110917 members 
Mstep: Class 6 contains 10732 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37951 members 
Mstep: Class 9 contains 69637 members 
Mstep: Class 10 contains 33982 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49723 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030152.000000 Penalty: 39992.996094
Iteration 271Q: 20 clusters Score -5.403015e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49374 members 
Mstep: Class 3 contains 34174 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110917 members 
Mstep: Class 6 contains 10731 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37955 members 
Mstep: Class 9 contains 69635 members 
Mstep: Class 10 contains 33984 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17890 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49721 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030116.000000 Penalty: 39992.996094
Iteration 272Q: 20 clusters Score -5.403012e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49375 members 
Mstep: Class 3 contains 34175 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110914 members 
Mstep: Class 6 contains 10731 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37955 members 
Mstep: Class 9 contains 69638 members 
Mstep: Class 10 contains 33983 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17890 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49720 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030168.000000 Penalty: 39992.996094
Iteration 273Q: 20 clusters Score -5.403017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49374 members 
Mstep: Class 3 contains 34176 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110912 members 
Mstep: Class 6 contains 10731 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37961 members 
Mstep: Class 9 contains 69638 members 
Mstep: Class 10 contains 33981 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17890 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49718 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030196.000000 Penalty: 39992.996094
Iteration 274Q: 20 clusters Score -5.40302e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49373 members 
Mstep: Class 3 contains 34177 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110912 members 
Mstep: Class 6 contains 10731 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37966 members 
Mstep: Class 9 contains 69636 members 
Mstep: Class 10 contains 33980 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17890 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49716 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030156.000000 Penalty: 39992.996094
Iteration 275Q: 20 clusters Score -5.403016e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49373 members 
Mstep: Class 3 contains 34178 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110915 members 
Mstep: Class 6 contains 10731 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37968 members 
Mstep: Class 9 contains 69634 members 
Mstep: Class 10 contains 33977 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17890 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49715 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030172.000000 Penalty: 39992.996094
Iteration 276Q: 20 clusters Score -5.403017e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49373 members 
Mstep: Class 3 contains 34179 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110914 members 
Mstep: Class 6 contains 10731 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37966 members 
Mstep: Class 9 contains 69637 members 
Mstep: Class 10 contains 33972 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17890 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49719 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030168.000000 Penalty: 39992.996094
Iteration 277Q: 20 clusters Score -5.403017e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49371 members 
Mstep: Class 3 contains 34180 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110908 members 
Mstep: Class 6 contains 10731 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37971 members 
Mstep: Class 9 contains 69637 members 
Mstep: Class 10 contains 33970 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17890 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49723 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030144.000000 Penalty: 39992.996094
Iteration 278Q: 20 clusters Score -5.403014e+07 nChanged 13
Entering ConstructFrom: 
Score: -54030144.000000 Penalty: 39992.996094
Entering ConstructFrom: 
Trying to split cluster 1 (810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Entering Unmasked Estep 
Score: -83716.835938 Penalty: 1088.268066
	Iteration 0F: 2 clusters Score -83716.84 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 427 members 
Entering Unmasked Estep 
Score: -82429.734375 Penalty: 2176.536133
	Iteration 0F: 3 clusters Score -82429.73 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -82682.281250 Penalty: 2176.536133
	Iteration 1F: 3 clusters Score -82682.28 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -82785.226562 Penalty: 2176.536133
	Iteration 2F: 3 clusters Score -82785.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82859.593750 Penalty: 2176.536133
	Iteration 3F: 3 clusters Score -82859.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82960.820312 Penalty: 2176.536133
	Iteration 4F: 3 clusters Score -82960.82 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -83167.929688 Penalty: 2176.536133
	Iteration 5F: 3 clusters Score -83167.93 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83480.968750 Penalty: 2176.536133
	Iteration 6F: 3 clusters Score -83480.97 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -83879.085938 Penalty: 2176.536133
	Iteration 7F: 3 clusters Score -83879.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84161.937500 Penalty: 2176.536133
	Iteration 8Q: 3 clusters Score -84161.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84225.906250 Penalty: 2176.536133
	Iteration 9Q: 3 clusters Score -84225.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -84243.625000 Penalty: 2176.536133
	Iteration 10Q: 3 clusters Score -84243.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -84248.320312 Penalty: 2176.536133
	Iteration 11Q: 3 clusters Score -84248.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -84252.093750 Penalty: 2176.536133
	Iteration 12Q: 3 clusters Score -84252.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -84255.171875 Penalty: 2176.536133
	Iteration 13Q: 3 clusters Score -84255.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -84255.171875 Penalty: 2176.536133
	Iteration 14F: 3 clusters Score -84255.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 49370 members 
Mstep: Class 3 contains 34180 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110909 members 
Mstep: Class 6 contains 10730 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37975 members 
Mstep: Class 9 contains 69636 members 
Mstep: Class 10 contains 33971 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17890 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49720 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 336 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
Score: -54029620.000000 Penalty: 42097.890625
Splitting cluster 1 changes total score from -54030144.000000 to -54029620.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (49370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Entering Unmasked Estep 
Score: -6420441.000000 Penalty: 1756.153442
	Iteration 0F: 2 clusters Score -6420441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -6387380.500000 Penalty: 3512.306885
	Iteration 0F: 3 clusters Score -6387380 nChanged 23206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -6400678.500000 Penalty: 3512.306885
	Iteration 1F: 3 clusters Score -6400678 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -6401176.500000 Penalty: 3512.306885
	Iteration 2Q: 3 clusters Score -6401176 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -6401681.500000 Penalty: 3512.306885
	Iteration 3Q: 3 clusters Score -6401682 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -6402195.500000 Penalty: 3512.306885
	Iteration 4Q: 3 clusters Score -6402196 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -6402770.500000 Penalty: 3512.306885
	Iteration 5Q: 3 clusters Score -6402770 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -6403600.000000 Penalty: 3512.306885
	Iteration 6Q: 3 clusters Score -6403600 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -6404759.500000 Penalty: 3512.306885
	Iteration 7Q: 3 clusters Score -6404760 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -6406423.500000 Penalty: 3512.306885
	Iteration 8F: 3 clusters Score -6406424 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -6408623.000000 Penalty: 3512.306885
	Iteration 9F: 3 clusters Score -6408623 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -6411129.500000 Penalty: 3512.306885
	Iteration 10F: 3 clusters Score -6411130 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -6413790.500000 Penalty: 3512.306885
	Iteration 11F: 3 clusters Score -6413790 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -6415863.500000 Penalty: 3512.306885
	Iteration 12Q: 3 clusters Score -6415864 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -6417179.500000 Penalty: 3512.306885
	Iteration 13Q: 3 clusters Score -6417180 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -6417920.000000 Penalty: 3512.306885
	Iteration 14Q: 3 clusters Score -6417920 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -6418326.500000 Penalty: 3512.306885
	Iteration 15Q: 3 clusters Score -6418326 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -6418630.000000 Penalty: 3512.306885
	Iteration 16Q: 3 clusters Score -6418630 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -6418765.500000 Penalty: 3512.306885
	Iteration 17Q: 3 clusters Score -6418766 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -6418906.500000 Penalty: 3512.306885
	Iteration 18Q: 3 clusters Score -6418906 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -6419013.500000 Penalty: 3512.306885
	Iteration 19Q: 3 clusters Score -6419014 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -6419081.500000 Penalty: 3512.306885
	Iteration 20F: 3 clusters Score -6419082 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -6419094.500000 Penalty: 3512.306885
	Iteration 21Q: 3 clusters Score -6419094 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -6419106.500000 Penalty: 3512.306885
	Iteration 22Q: 3 clusters Score -6419106 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -6419120.500000 Penalty: 3512.306885
	Iteration 23Q: 3 clusters Score -6419120 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -6419121.500000 Penalty: 3512.306885
	Iteration 24Q: 3 clusters Score -6419122 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -6419119.000000 Penalty: 3512.306885
	Iteration 25Q: 3 clusters Score -6419119 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -6419131.000000 Penalty: 3512.306885
	Iteration 26Q: 3 clusters Score -6419131 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -6419142.500000 Penalty: 3512.306885
	Iteration 27Q: 3 clusters Score -6419142 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -6419154.500000 Penalty: 3512.306885
	Iteration 28Q: 3 clusters Score -6419154 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -6419148.500000 Penalty: 3512.306885
	Iteration 29Q: 3 clusters Score -6419148 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -6419152.000000 Penalty: 3512.306885
	Iteration 30Q: 3 clusters Score -6419152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -6419154.000000 Penalty: 3512.306885
	Iteration 31Q: 3 clusters Score -6419154 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -6419147.000000 Penalty: 3512.306885
	Iteration 32Q: 3 clusters Score -6419147 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -6419174.000000 Penalty: 3512.306885
	Iteration 33Q: 3 clusters Score -6419174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -6419167.500000 Penalty: 3512.306885
	Iteration 34Q: 3 clusters Score -6419168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -6419178.500000 Penalty: 3512.306885
	Iteration 35Q: 3 clusters Score -6419178 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -6419186.500000 Penalty: 3512.306885
	Iteration 36Q: 3 clusters Score -6419186 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -6419176.000000 Penalty: 3512.306885
	Iteration 37Q: 3 clusters Score -6419176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -6419183.000000 Penalty: 3512.306885
	Iteration 38Q: 3 clusters Score -6419183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -6419175.000000 Penalty: 3512.306885
	Iteration 39Q: 3 clusters Score -6419175 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -6419178.500000 Penalty: 3512.306885
	Iteration 40F: 3 clusters Score -6419178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -6419175.000000 Penalty: 3512.306885
	Iteration 41Q: 3 clusters Score -6419175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -6419185.500000 Penalty: 3512.306885
	Iteration 42Q: 3 clusters Score -6419186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -6419178.000000 Penalty: 3512.306885
	Iteration 43Q: 3 clusters Score -6419178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -6419181.000000 Penalty: 3512.306885
	Iteration 44Q: 3 clusters Score -6419181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -6419182.500000 Penalty: 3512.306885
	Iteration 45Q: 3 clusters Score -6419182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -6419180.000000 Penalty: 3512.306885
	Iteration 46Q: 3 clusters Score -6419180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -6419182.500000 Penalty: 3512.306885
	Iteration 47Q: 3 clusters Score -6419182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -6419186.500000 Penalty: 3512.306885
	Iteration 48Q: 3 clusters Score -6419186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -6419184.000000 Penalty: 3512.306885
	Iteration 49Q: 3 clusters Score -6419184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -6419174.500000 Penalty: 3512.306885
	Iteration 50Q: 3 clusters Score -6419174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -6419166.000000 Penalty: 3512.306885
	Iteration 51Q: 3 clusters Score -6419166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -6419168.500000 Penalty: 3512.306885
	Iteration 52Q: 3 clusters Score -6419168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -6419162.500000 Penalty: 3512.306885
	Iteration 53Q: 3 clusters Score -6419162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -6419158.500000 Penalty: 3512.306885
	Iteration 54Q: 3 clusters Score -6419158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -6419157.000000 Penalty: 3512.306885
	Iteration 55Q: 3 clusters Score -6419157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -6419163.500000 Penalty: 3512.306885
	Iteration 56Q: 3 clusters Score -6419164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -6419162.500000 Penalty: 3512.306885
	Iteration 57Q: 3 clusters Score -6419162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -6419165.500000 Penalty: 3512.306885
	Iteration 58Q: 3 clusters Score -6419166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -6419161.500000 Penalty: 3512.306885
	Iteration 59Q: 3 clusters Score -6419162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -6419159.500000 Penalty: 3512.306885
	Iteration 60F: 3 clusters Score -6419160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -6419161.000000 Penalty: 3512.306885
	Iteration 61Q: 3 clusters Score -6419161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -6419165.500000 Penalty: 3512.306885
	Iteration 62Q: 3 clusters Score -6419166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -6419165.500000 Penalty: 3512.306885
	Iteration 63Q: 3 clusters Score -6419166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -6419152.000000 Penalty: 3512.306885
	Iteration 64Q: 3 clusters Score -6419152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -6419156.000000 Penalty: 3512.306885
	Iteration 65Q: 3 clusters Score -6419156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -6419152.000000 Penalty: 3512.306885
	Iteration 66Q: 3 clusters Score -6419152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -6419147.000000 Penalty: 3512.306885
	Iteration 67Q: 3 clusters Score -6419147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -6419146.000000 Penalty: 3512.306885
	Iteration 68Q: 3 clusters Score -6419146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -6419154.000000 Penalty: 3512.306885
	Iteration 69Q: 3 clusters Score -6419154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -6419147.000000 Penalty: 3512.306885
	Iteration 70Q: 3 clusters Score -6419147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -6419149.500000 Penalty: 3512.306885
	Iteration 71Q: 3 clusters Score -6419150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -6419146.500000 Penalty: 3512.306885
	Iteration 72Q: 3 clusters Score -6419146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -6419150.500000 Penalty: 3512.306885
	Iteration 73Q: 3 clusters Score -6419150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -6419143.000000 Penalty: 3512.306885
	Iteration 74Q: 3 clusters Score -6419143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -6419147.000000 Penalty: 3512.306885
	Iteration 75Q: 3 clusters Score -6419147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -6419149.000000 Penalty: 3512.306885
	Iteration 76Q: 3 clusters Score -6419149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -6419146.000000 Penalty: 3512.306885
	Iteration 77Q: 3 clusters Score -6419146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -6419151.500000 Penalty: 3512.306885
	Iteration 78Q: 3 clusters Score -6419152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -6419153.500000 Penalty: 3512.306885
	Iteration 79Q: 3 clusters Score -6419154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -6419156.000000 Penalty: 3512.306885
	Iteration 80F: 3 clusters Score -6419156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -6419162.000000 Penalty: 3512.306885
	Iteration 81Q: 3 clusters Score -6419162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -6419166.500000 Penalty: 3512.306885
	Iteration 82Q: 3 clusters Score -6419166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -6419164.500000 Penalty: 3512.306885
	Iteration 83Q: 3 clusters Score -6419164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -6419164.500000 Penalty: 3512.306885
	Iteration 84F: 3 clusters Score -6419164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Entering Unmasked Estep 
Score: -4457339.500000 Penalty: 1696.401855
	Iteration 0F: 2 clusters Score -4457340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -4434435.500000 Penalty: 3392.803711
	Iteration 0F: 3 clusters Score -4434436 nChanged 15684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -4443145.000000 Penalty: 3392.803711
	Iteration 1F: 3 clusters Score -4443145 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -4443446.000000 Penalty: 3392.803711
	Iteration 2Q: 3 clusters Score -4443446 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -4443738.000000 Penalty: 3392.803711
	Iteration 3Q: 3 clusters Score -4443738 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -4444039.000000 Penalty: 3392.803711
	Iteration 4Q: 3 clusters Score -4444039 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -4444368.500000 Penalty: 3392.803711
	Iteration 5Q: 3 clusters Score -4444368 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -4444837.000000 Penalty: 3392.803711
	Iteration 6Q: 3 clusters Score -4444837 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -4445603.000000 Penalty: 3392.803711
	Iteration 7Q: 3 clusters Score -4445603 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -4446784.500000 Penalty: 3392.803711
	Iteration 8F: 3 clusters Score -4446784 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -4448512.500000 Penalty: 3392.803711
	Iteration 9F: 3 clusters Score -4448512 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -4450578.000000 Penalty: 3392.803711
	Iteration 10F: 3 clusters Score -4450578 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -4452400.500000 Penalty: 3392.803711
	Iteration 11F: 3 clusters Score -4452400 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -4453685.500000 Penalty: 3392.803711
	Iteration 12Q: 3 clusters Score -4453686 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4454507.000000 Penalty: 3392.803711
	Iteration 13Q: 3 clusters Score -4454507 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4454970.000000 Penalty: 3392.803711
	Iteration 14Q: 3 clusters Score -4454970 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4455262.500000 Penalty: 3392.803711
	Iteration 15Q: 3 clusters Score -4455262 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4455441.000000 Penalty: 3392.803711
	Iteration 16Q: 3 clusters Score -4455441 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4455560.000000 Penalty: 3392.803711
	Iteration 17Q: 3 clusters Score -4455560 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4455646.500000 Penalty: 3392.803711
	Iteration 18Q: 3 clusters Score -4455646 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4455700.000000 Penalty: 3392.803711
	Iteration 19Q: 3 clusters Score -4455700 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4455738.000000 Penalty: 3392.803711
	Iteration 20F: 3 clusters Score -4455738 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4455772.000000 Penalty: 3392.803711
	Iteration 21Q: 3 clusters Score -4455772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4455790.500000 Penalty: 3392.803711
	Iteration 22Q: 3 clusters Score -4455790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4455807.000000 Penalty: 3392.803711
	Iteration 23Q: 3 clusters Score -4455807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4455824.500000 Penalty: 3392.803711
	Iteration 24Q: 3 clusters Score -4455824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4455834.000000 Penalty: 3392.803711
	Iteration 25Q: 3 clusters Score -4455834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4455841.000000 Penalty: 3392.803711
	Iteration 26Q: 3 clusters Score -4455841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4455845.000000 Penalty: 3392.803711
	Iteration 27Q: 3 clusters Score -4455845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4455843.000000 Penalty: 3392.803711
	Iteration 28Q: 3 clusters Score -4455843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4455847.000000 Penalty: 3392.803711
	Iteration 29Q: 3 clusters Score -4455847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4455848.000000 Penalty: 3392.803711
	Iteration 30Q: 3 clusters Score -4455848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4455846.000000 Penalty: 3392.803711
	Iteration 31Q: 3 clusters Score -4455846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4455846.000000 Penalty: 3392.803711
	Iteration 32Q: 3 clusters Score -4455846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4455847.500000 Penalty: 3392.803711
	Iteration 33Q: 3 clusters Score -4455848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4455850.500000 Penalty: 3392.803711
	Iteration 34Q: 3 clusters Score -4455850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4455855.500000 Penalty: 3392.803711
	Iteration 35Q: 3 clusters Score -4455856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4455858.500000 Penalty: 3392.803711
	Iteration 36Q: 3 clusters Score -4455858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4455860.500000 Penalty: 3392.803711
	Iteration 37Q: 3 clusters Score -4455860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4455861.500000 Penalty: 3392.803711
	Iteration 38Q: 3 clusters Score -4455862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4455865.000000 Penalty: 3392.803711
	Iteration 39Q: 3 clusters Score -4455865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4455869.000000 Penalty: 3392.803711
	Iteration 40F: 3 clusters Score -4455869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4455866.000000 Penalty: 3392.803711
	Iteration 41Q: 3 clusters Score -4455866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4455865.500000 Penalty: 3392.803711
	Iteration 42Q: 3 clusters Score -4455866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4455867.500000 Penalty: 3392.803711
	Iteration 43Q: 3 clusters Score -4455868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4455863.000000 Penalty: 3392.803711
	Iteration 44Q: 3 clusters Score -4455863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4455865.000000 Penalty: 3392.803711
	Iteration 45Q: 3 clusters Score -4455865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4455863.500000 Penalty: 3392.803711
	Iteration 46Q: 3 clusters Score -4455864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4455863.500000 Penalty: 3392.803711
	Iteration 47F: 3 clusters Score -4455864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -51807.691406 Penalty: 994.905090
	Iteration 0F: 2 clusters Score -51807.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50835.937500 Penalty: 1989.810181
	Iteration 0F: 3 clusters Score -50835.94 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50978.269531 Penalty: 1989.810181
	Iteration 1F: 3 clusters Score -50978.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51038.585938 Penalty: 1989.810181
	Iteration 2F: 3 clusters Score -51038.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51074.906250 Penalty: 1989.810181
	Iteration 3Q: 3 clusters Score -51074.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51117.839844 Penalty: 1989.810181
	Iteration 4Q: 3 clusters Score -51117.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51153.132812 Penalty: 1989.810181
	Iteration 5Q: 3 clusters Score -51153.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51175.175781 Penalty: 1989.810181
	Iteration 6Q: 3 clusters Score -51175.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51190.117188 Penalty: 1989.810181
	Iteration 7Q: 3 clusters Score -51190.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51209.359375 Penalty: 1989.810181
	Iteration 8Q: 3 clusters Score -51209.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51211.265625 Penalty: 1989.810181
	Iteration 9Q: 3 clusters Score -51211.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51215.117188 Penalty: 1989.810181
	Iteration 10Q: 3 clusters Score -51215.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -51220.570312 Penalty: 1989.810181
	Iteration 11Q: 3 clusters Score -51220.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51223.484375 Penalty: 1989.810181
	Iteration 12Q: 3 clusters Score -51223.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -51223.484375 Penalty: 1989.810181
	Iteration 13F: 3 clusters Score -51223.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (110909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110909 members 
Entering Unmasked Estep 
Score: -14323515.000000 Penalty: 1887.675659
	Iteration 0F: 2 clusters Score -1.432352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 55506 members 
Entering Unmasked Estep 
Score: -14252516.000000 Penalty: 3775.351318
	Iteration 0F: 3 clusters Score -1.425252e+07 nChanged 52749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -14282927.000000 Penalty: 3775.351318
	Iteration 1F: 3 clusters Score -1.428293e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52832 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -14283585.000000 Penalty: 3775.351318
	Iteration 2Q: 3 clusters Score -1.428358e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 59418 members 
Entering Unmasked Estep 
Score: -14284408.000000 Penalty: 3775.351318
	Iteration 3Q: 3 clusters Score -1.428441e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49513 members 
Mstep: Class 2 contains 61396 members 
Entering Unmasked Estep 
Score: -14285569.000000 Penalty: 3775.351318
	Iteration 4Q: 3 clusters Score -1.428557e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 64288 members 
Entering Unmasked Estep 
Score: -14287166.000000 Penalty: 3775.351318
	Iteration 5Q: 3 clusters Score -1.428717e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
Score: -14289889.000000 Penalty: 3775.351318
	Iteration 6Q: 3 clusters Score -1.428989e+07 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -14293765.000000 Penalty: 3775.351318
	Iteration 7F: 3 clusters Score -1.429376e+07 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 79157 members 
Entering Unmasked Estep 
Score: -14298698.000000 Penalty: 3775.351318
	Iteration 8F: 3 clusters Score -1.42987e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 84414 members 
Entering Unmasked Estep 
Score: -14303559.000000 Penalty: 3775.351318
	Iteration 9F: 3 clusters Score -1.430356e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 88133 members 
Entering Unmasked Estep 
Score: -14306970.000000 Penalty: 3775.351318
	Iteration 10F: 3 clusters Score -1.430697e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 90308 members 
Entering Unmasked Estep 
Score: -14308972.000000 Penalty: 3775.351318
	Iteration 11Q: 3 clusters Score -1.430897e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 91847 members 
Entering Unmasked Estep 
Score: -14310029.000000 Penalty: 3775.351318
	Iteration 12Q: 3 clusters Score -1.431003e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 93175 members 
Entering Unmasked Estep 
Score: -14311190.000000 Penalty: 3775.351318
	Iteration 13Q: 3 clusters Score -1.431119e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 94617 members 
Entering Unmasked Estep 
Score: -14312548.000000 Penalty: 3775.351318
	Iteration 14Q: 3 clusters Score -1.431255e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 96139 members 
Entering Unmasked Estep 
Score: -14313872.000000 Penalty: 3775.351318
	Iteration 15Q: 3 clusters Score -1.431387e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 97856 members 
Entering Unmasked Estep 
Score: -14315285.000000 Penalty: 3775.351318
	Iteration 16Q: 3 clusters Score -1.431528e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 99719 members 
Entering Unmasked Estep 
Score: -14316779.000000 Penalty: 3775.351318
	Iteration 17Q: 3 clusters Score -1.431678e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 101670 members 
Entering Unmasked Estep 
Score: -14318225.000000 Penalty: 3775.351318
	Iteration 18Q: 3 clusters Score -1.431822e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 103646 members 
Entering Unmasked Estep 
Score: -14319532.000000 Penalty: 3775.351318
	Iteration 19Q: 3 clusters Score -1.431953e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 105571 members 
Entering Unmasked Estep 
Score: -14320603.000000 Penalty: 3775.351318
	Iteration 20F: 3 clusters Score -1.43206e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 107186 members 
Entering Unmasked Estep 
Score: -14321301.000000 Penalty: 3775.351318
	Iteration 21Q: 3 clusters Score -1.43213e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 108535 members 
Entering Unmasked Estep 
Score: -14321654.000000 Penalty: 3775.351318
	Iteration 22Q: 3 clusters Score -1.432165e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 109471 members 
Entering Unmasked Estep 
Score: -14321862.000000 Penalty: 3775.351318
	Iteration 23Q: 3 clusters Score -1.432186e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 110044 members 
Entering Unmasked Estep 
Score: -14321913.000000 Penalty: 3775.351318
	Iteration 24Q: 3 clusters Score -1.432191e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 110329 members 
Entering Unmasked Estep 
Score: -14321972.000000 Penalty: 3775.351318
	Iteration 25Q: 3 clusters Score -1.432197e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 110488 members 
Entering Unmasked Estep 
Score: -14322027.000000 Penalty: 3775.351318
	Iteration 26Q: 3 clusters Score -1.432203e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 110554 members 
Entering Unmasked Estep 
Score: -14322059.000000 Penalty: 3775.351318
	Iteration 27Q: 3 clusters Score -1.432206e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 110591 members 
Entering Unmasked Estep 
Score: -14322089.000000 Penalty: 3775.351318
	Iteration 28Q: 3 clusters Score -1.432209e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 110610 members 
Entering Unmasked Estep 
Score: -14322097.000000 Penalty: 3775.351318
	Iteration 29Q: 3 clusters Score -1.43221e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 110621 members 
Entering Unmasked Estep 
Score: -14322101.000000 Penalty: 3775.351318
	Iteration 30Q: 3 clusters Score -1.43221e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 110629 members 
Entering Unmasked Estep 
Score: -14322107.000000 Penalty: 3775.351318
	Iteration 31Q: 3 clusters Score -1.432211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 110634 members 
Entering Unmasked Estep 
Score: -14322113.000000 Penalty: 3775.351318
	Iteration 32Q: 3 clusters Score -1.432211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 110640 members 
Entering Unmasked Estep 
Score: -14322116.000000 Penalty: 3775.351318
	Iteration 33Q: 3 clusters Score -1.432212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 110643 members 
Entering Unmasked Estep 
Score: -14322112.000000 Penalty: 3775.351318
	Iteration 34Q: 3 clusters Score -1.432211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 110648 members 
Entering Unmasked Estep 
Score: -14322115.000000 Penalty: 3775.351318
	Iteration 35Q: 3 clusters Score -1.432212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 110650 members 
Entering Unmasked Estep 
Score: -14322118.000000 Penalty: 3775.351318
	Iteration 36Q: 3 clusters Score -1.432212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 110650 members 
Entering Unmasked Estep 
Score: -14322125.000000 Penalty: 3775.351318
	Iteration 37Q: 3 clusters Score -1.432212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 110649 members 
Entering Unmasked Estep 
Score: -14322130.000000 Penalty: 3775.351318
	Iteration 38Q: 3 clusters Score -1.432213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 110648 members 
Entering Unmasked Estep 
Score: -14322124.000000 Penalty: 3775.351318
	Iteration 39Q: 3 clusters Score -1.432212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 110648 members 
Entering Unmasked Estep 
Score: -14322124.000000 Penalty: 3775.351318
	Iteration 40F: 3 clusters Score -1.432212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Entering Unmasked Estep 
Score: -1405282.125000 Penalty: 1508.129883
	Iteration 0F: 2 clusters Score -1405282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1397664.000000 Penalty: 3016.259766
	Iteration 0F: 3 clusters Score -1397664 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1400083.125000 Penalty: 3016.259766
	Iteration 1F: 3 clusters Score -1400083 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1400275.750000 Penalty: 3016.259766
	Iteration 2F: 3 clusters Score -1400276 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1400400.625000 Penalty: 3016.259766
	Iteration 3Q: 3 clusters Score -1400401 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1400501.125000 Penalty: 3016.259766
	Iteration 4Q: 3 clusters Score -1400501 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1400598.250000 Penalty: 3016.259766
	Iteration 5Q: 3 clusters Score -1400598 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1400692.625000 Penalty: 3016.259766
	Iteration 6Q: 3 clusters Score -1400693 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1400798.500000 Penalty: 3016.259766
	Iteration 7Q: 3 clusters Score -1400798 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1400906.125000 Penalty: 3016.259766
	Iteration 8Q: 3 clusters Score -1400906 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1401007.500000 Penalty: 3016.259766
	Iteration 9Q: 3 clusters Score -1401008 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1401123.125000 Penalty: 3016.259766
	Iteration 10Q: 3 clusters Score -1401123 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1401251.875000 Penalty: 3016.259766
	Iteration 11Q: 3 clusters Score -1401252 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1401379.500000 Penalty: 3016.259766
	Iteration 12Q: 3 clusters Score -1401380 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1401540.375000 Penalty: 3016.259766
	Iteration 13Q: 3 clusters Score -1401540 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1401700.250000 Penalty: 3016.259766
	Iteration 14Q: 3 clusters Score -1401700 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1401876.000000 Penalty: 3016.259766
	Iteration 15Q: 3 clusters Score -1401876 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1402097.500000 Penalty: 3016.259766
	Iteration 16Q: 3 clusters Score -1402098 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1402317.000000 Penalty: 3016.259766
	Iteration 17Q: 3 clusters Score -1402317 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1402527.750000 Penalty: 3016.259766
	Iteration 18Q: 3 clusters Score -1402528 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1402689.625000 Penalty: 3016.259766
	Iteration 19Q: 3 clusters Score -1402690 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1402792.875000 Penalty: 3016.259766
	Iteration 20F: 3 clusters Score -1402793 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1402891.375000 Penalty: 3016.259766
	Iteration 21Q: 3 clusters Score -1402891 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1402956.000000 Penalty: 3016.259766
	Iteration 22Q: 3 clusters Score -1402956 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1402995.750000 Penalty: 3016.259766
	Iteration 23Q: 3 clusters Score -1402996 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1403024.875000 Penalty: 3016.259766
	Iteration 24Q: 3 clusters Score -1403025 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1403059.750000 Penalty: 3016.259766
	Iteration 25Q: 3 clusters Score -1403060 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1403095.000000 Penalty: 3016.259766
	Iteration 26Q: 3 clusters Score -1403095 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1403113.125000 Penalty: 3016.259766
	Iteration 27Q: 3 clusters Score -1403113 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1403134.625000 Penalty: 3016.259766
	Iteration 28Q: 3 clusters Score -1403135 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1403153.375000 Penalty: 3016.259766
	Iteration 29Q: 3 clusters Score -1403153 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1403163.500000 Penalty: 3016.259766
	Iteration 30Q: 3 clusters Score -1403164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1403177.500000 Penalty: 3016.259766
	Iteration 31Q: 3 clusters Score -1403178 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1403184.125000 Penalty: 3016.259766
	Iteration 32Q: 3 clusters Score -1403184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1403197.000000 Penalty: 3016.259766
	Iteration 33Q: 3 clusters Score -1403197 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1403205.375000 Penalty: 3016.259766
	Iteration 34Q: 3 clusters Score -1403205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1403213.250000 Penalty: 3016.259766
	Iteration 35Q: 3 clusters Score -1403213 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1403223.375000 Penalty: 3016.259766
	Iteration 36Q: 3 clusters Score -1403223 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1403232.750000 Penalty: 3016.259766
	Iteration 37Q: 3 clusters Score -1403233 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1403248.750000 Penalty: 3016.259766
	Iteration 38Q: 3 clusters Score -1403249 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1403261.625000 Penalty: 3016.259766
	Iteration 39Q: 3 clusters Score -1403262 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1403277.375000 Penalty: 3016.259766
	Iteration 40F: 3 clusters Score -1403277 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1403292.000000 Penalty: 3016.259766
	Iteration 41Q: 3 clusters Score -1403292 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1403302.250000 Penalty: 3016.259766
	Iteration 42Q: 3 clusters Score -1403302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1403317.500000 Penalty: 3016.259766
	Iteration 43Q: 3 clusters Score -1403318 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1403330.750000 Penalty: 3016.259766
	Iteration 44Q: 3 clusters Score -1403331 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1403338.250000 Penalty: 3016.259766
	Iteration 45Q: 3 clusters Score -1403338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1403351.750000 Penalty: 3016.259766
	Iteration 46Q: 3 clusters Score -1403352 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1403365.375000 Penalty: 3016.259766
	Iteration 47Q: 3 clusters Score -1403365 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1403381.500000 Penalty: 3016.259766
	Iteration 48Q: 3 clusters Score -1403382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1403389.125000 Penalty: 3016.259766
	Iteration 49Q: 3 clusters Score -1403389 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1403398.875000 Penalty: 3016.259766
	Iteration 50Q: 3 clusters Score -1403399 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1403413.750000 Penalty: 3016.259766
	Iteration 51Q: 3 clusters Score -1403414 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1403424.500000 Penalty: 3016.259766
	Iteration 52Q: 3 clusters Score -1403424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1403441.750000 Penalty: 3016.259766
	Iteration 53Q: 3 clusters Score -1403442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1403455.625000 Penalty: 3016.259766
	Iteration 54Q: 3 clusters Score -1403456 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1403471.125000 Penalty: 3016.259766
	Iteration 55Q: 3 clusters Score -1403471 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1403492.500000 Penalty: 3016.259766
	Iteration 56Q: 3 clusters Score -1403492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1403518.875000 Penalty: 3016.259766
	Iteration 57Q: 3 clusters Score -1403519 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1403542.000000 Penalty: 3016.259766
	Iteration 58Q: 3 clusters Score -1403542 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1403572.000000 Penalty: 3016.259766
	Iteration 59Q: 3 clusters Score -1403572 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1403602.000000 Penalty: 3016.259766
	Iteration 60F: 3 clusters Score -1403602 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1403623.375000 Penalty: 3016.259766
	Iteration 61Q: 3 clusters Score -1403623 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1403641.250000 Penalty: 3016.259766
	Iteration 62Q: 3 clusters Score -1403641 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1403661.625000 Penalty: 3016.259766
	Iteration 63Q: 3 clusters Score -1403662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1403680.750000 Penalty: 3016.259766
	Iteration 64Q: 3 clusters Score -1403681 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1403704.875000 Penalty: 3016.259766
	Iteration 65Q: 3 clusters Score -1403705 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1403724.250000 Penalty: 3016.259766
	Iteration 66Q: 3 clusters Score -1403724 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1403750.375000 Penalty: 3016.259766
	Iteration 67Q: 3 clusters Score -1403750 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1403776.000000 Penalty: 3016.259766
	Iteration 68Q: 3 clusters Score -1403776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1403797.000000 Penalty: 3016.259766
	Iteration 69Q: 3 clusters Score -1403797 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1403813.375000 Penalty: 3016.259766
	Iteration 70Q: 3 clusters Score -1403813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1403831.375000 Penalty: 3016.259766
	Iteration 71Q: 3 clusters Score -1403831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1403840.000000 Penalty: 3016.259766
	Iteration 72Q: 3 clusters Score -1403840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1403849.875000 Penalty: 3016.259766
	Iteration 73Q: 3 clusters Score -1403850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1403865.125000 Penalty: 3016.259766
	Iteration 74Q: 3 clusters Score -1403865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1403876.500000 Penalty: 3016.259766
	Iteration 75Q: 3 clusters Score -1403876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1403885.125000 Penalty: 3016.259766
	Iteration 76Q: 3 clusters Score -1403885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1403897.875000 Penalty: 3016.259766
	Iteration 77Q: 3 clusters Score -1403898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1403904.125000 Penalty: 3016.259766
	Iteration 78Q: 3 clusters Score -1403904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1403913.000000 Penalty: 3016.259766
	Iteration 79Q: 3 clusters Score -1403913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1403920.500000 Penalty: 3016.259766
	Iteration 80F: 3 clusters Score -1403920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1403930.000000 Penalty: 3016.259766
	Iteration 81Q: 3 clusters Score -1403930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1403942.750000 Penalty: 3016.259766
	Iteration 82Q: 3 clusters Score -1403943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1403951.375000 Penalty: 3016.259766
	Iteration 83Q: 3 clusters Score -1403951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1403961.500000 Penalty: 3016.259766
	Iteration 84Q: 3 clusters Score -1403962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1403970.750000 Penalty: 3016.259766
	Iteration 85Q: 3 clusters Score -1403971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1403978.375000 Penalty: 3016.259766
	Iteration 86Q: 3 clusters Score -1403978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1403978.375000 Penalty: 3016.259766
	Iteration 87Q: 3 clusters Score -1403978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1403979.875000 Penalty: 3016.259766
	Iteration 88Q: 3 clusters Score -1403980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1403987.500000 Penalty: 3016.259766
	Iteration 89Q: 3 clusters Score -1403988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1403993.500000 Penalty: 3016.259766
	Iteration 90Q: 3 clusters Score -1403994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1403997.875000 Penalty: 3016.259766
	Iteration 91Q: 3 clusters Score -1403998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1404003.875000 Penalty: 3016.259766
	Iteration 92Q: 3 clusters Score -1404004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1404007.250000 Penalty: 3016.259766
	Iteration 93Q: 3 clusters Score -1404007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1404009.750000 Penalty: 3016.259766
	Iteration 94Q: 3 clusters Score -1404010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1404012.500000 Penalty: 3016.259766
	Iteration 95Q: 3 clusters Score -1404012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1404013.375000 Penalty: 3016.259766
	Iteration 96Q: 3 clusters Score -1404013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1404015.000000 Penalty: 3016.259766
	Iteration 97Q: 3 clusters Score -1404015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1404016.500000 Penalty: 3016.259766
	Iteration 98Q: 3 clusters Score -1404016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1404016.500000 Penalty: 3016.259766
	Iteration 99F: 3 clusters Score -1404016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -13719.855469 Penalty: 882.268677
	Iteration 0F: 2 clusters Score -13719.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13103.761719 Penalty: 1764.537354
	Iteration 0F: 3 clusters Score -13103.76 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13251.023438 Penalty: 1764.537354
	Iteration 1F: 3 clusters Score -13251.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13304.954102 Penalty: 1764.537354
	Iteration 2Q: 3 clusters Score -13304.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13350.993164 Penalty: 1764.537354
	Iteration 3Q: 3 clusters Score -13350.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13377.337891 Penalty: 1764.537354
	Iteration 4Q: 3 clusters Score -13377.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13420.190430 Penalty: 1764.537354
	Iteration 5Q: 3 clusters Score -13420.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13444.620117 Penalty: 1764.537354
	Iteration 6Q: 3 clusters Score -13444.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13472.082031 Penalty: 1764.537354
	Iteration 7Q: 3 clusters Score -13472.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13477.709961 Penalty: 1764.537354
	Iteration 8Q: 3 clusters Score -13477.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13477.709961 Penalty: 1764.537354
	Iteration 9F: 3 clusters Score -13477.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Entering Unmasked Estep 
Score: -5051305.500000 Penalty: 1713.511108
	Iteration 0F: 2 clusters Score -5051306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -5026064.000000 Penalty: 3427.022217
	Iteration 0F: 3 clusters Score -5026064 nChanged 17751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -5035944.000000 Penalty: 3427.022217
	Iteration 1F: 3 clusters Score -5035944 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -5036257.500000 Penalty: 3427.022217
	Iteration 2Q: 3 clusters Score -5036258 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -5036607.000000 Penalty: 3427.022217
	Iteration 3Q: 3 clusters Score -5036607 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -5036986.000000 Penalty: 3427.022217
	Iteration 4Q: 3 clusters Score -5036986 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -5037510.000000 Penalty: 3427.022217
	Iteration 5Q: 3 clusters Score -5037510 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -5038260.000000 Penalty: 3427.022217
	Iteration 6Q: 3 clusters Score -5038260 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -5039457.500000 Penalty: 3427.022217
	Iteration 7F: 3 clusters Score -5039458 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -5041328.500000 Penalty: 3427.022217
	Iteration 8F: 3 clusters Score -5041328 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -5043791.000000 Penalty: 3427.022217
	Iteration 9F: 3 clusters Score -5043791 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -5046261.000000 Penalty: 3427.022217
	Iteration 10F: 3 clusters Score -5046261 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5048167.500000 Penalty: 3427.022217
	Iteration 11F: 3 clusters Score -5048168 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5049110.000000 Penalty: 3427.022217
	Iteration 12Q: 3 clusters Score -5049110 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5049503.000000 Penalty: 3427.022217
	Iteration 13Q: 3 clusters Score -5049503 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5049635.500000 Penalty: 3427.022217
	Iteration 14Q: 3 clusters Score -5049636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5049682.500000 Penalty: 3427.022217
	Iteration 15Q: 3 clusters Score -5049682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5049711.000000 Penalty: 3427.022217
	Iteration 16Q: 3 clusters Score -5049711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -5049725.000000 Penalty: 3427.022217
	Iteration 17Q: 3 clusters Score -5049725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -5049745.500000 Penalty: 3427.022217
	Iteration 18Q: 3 clusters Score -5049746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -5049757.000000 Penalty: 3427.022217
	Iteration 19Q: 3 clusters Score -5049757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -5049768.500000 Penalty: 3427.022217
	Iteration 20F: 3 clusters Score -5049768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -5049771.500000 Penalty: 3427.022217
	Iteration 21Q: 3 clusters Score -5049772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -5049775.000000 Penalty: 3427.022217
	Iteration 22Q: 3 clusters Score -5049775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -5049781.000000 Penalty: 3427.022217
	Iteration 23Q: 3 clusters Score -5049781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -5049780.000000 Penalty: 3427.022217
	Iteration 24Q: 3 clusters Score -5049780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -5049780.000000 Penalty: 3427.022217
	Iteration 25F: 3 clusters Score -5049780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (69636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69636 members 
Entering Unmasked Estep 
Score: -9116497.000000 Penalty: 1812.043579
	Iteration 0F: 2 clusters Score -9116497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -9073144.000000 Penalty: 3624.087158
	Iteration 0F: 3 clusters Score -9073144 nChanged 33023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -9092490.000000 Penalty: 3624.087158
	Iteration 1F: 3 clusters Score -9092490 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -9093330.000000 Penalty: 3624.087158
	Iteration 2Q: 3 clusters Score -9093330 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -9094317.000000 Penalty: 3624.087158
	Iteration 3Q: 3 clusters Score -9094317 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -9095738.000000 Penalty: 3624.087158
	Iteration 4Q: 3 clusters Score -9095738 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -9098017.000000 Penalty: 3624.087158
	Iteration 5F: 3 clusters Score -9098017 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -9100874.000000 Penalty: 3624.087158
	Iteration 6F: 3 clusters Score -9100874 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -9104187.000000 Penalty: 3624.087158
	Iteration 7F: 3 clusters Score -9104187 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -9107440.000000 Penalty: 3624.087158
	Iteration 8F: 3 clusters Score -9107440 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61858 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -9110166.000000 Penalty: 3624.087158
	Iteration 9Q: 3 clusters Score -9110166 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -9112108.000000 Penalty: 3624.087158
	Iteration 10Q: 3 clusters Score -9112108 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64348 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -9113002.000000 Penalty: 3624.087158
	Iteration 11Q: 3 clusters Score -9113002 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64824 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -9113407.000000 Penalty: 3624.087158
	Iteration 12Q: 3 clusters Score -9113407 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65202 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -9113653.000000 Penalty: 3624.087158
	Iteration 13Q: 3 clusters Score -9113653 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -9113781.000000 Penalty: 3624.087158
	Iteration 14Q: 3 clusters Score -9113781 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65760 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -9113901.000000 Penalty: 3624.087158
	Iteration 15Q: 3 clusters Score -9113901 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65996 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -9113970.000000 Penalty: 3624.087158
	Iteration 16Q: 3 clusters Score -9113970 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -9114036.000000 Penalty: 3624.087158
	Iteration 17Q: 3 clusters Score -9114036 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66353 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -9114042.000000 Penalty: 3624.087158
	Iteration 18Q: 3 clusters Score -9114042 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66507 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -9114126.000000 Penalty: 3624.087158
	Iteration 19Q: 3 clusters Score -9114126 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66645 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -9114193.000000 Penalty: 3624.087158
	Iteration 20F: 3 clusters Score -9114193 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66783 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -9114240.000000 Penalty: 3624.087158
	Iteration 21Q: 3 clusters Score -9114240 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66927 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -9114296.000000 Penalty: 3624.087158
	Iteration 22Q: 3 clusters Score -9114296 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -9114364.000000 Penalty: 3624.087158
	Iteration 23Q: 3 clusters Score -9114364 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -9114398.000000 Penalty: 3624.087158
	Iteration 24Q: 3 clusters Score -9114398 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67267 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -9114436.000000 Penalty: 3624.087158
	Iteration 25Q: 3 clusters Score -9114436 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67359 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -9114505.000000 Penalty: 3624.087158
	Iteration 26Q: 3 clusters Score -9114505 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67447 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -9114536.000000 Penalty: 3624.087158
	Iteration 27Q: 3 clusters Score -9114536 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67512 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -9114558.000000 Penalty: 3624.087158
	Iteration 28Q: 3 clusters Score -9114558 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -9114577.000000 Penalty: 3624.087158
	Iteration 29Q: 3 clusters Score -9114577 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67631 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -9114603.000000 Penalty: 3624.087158
	Iteration 30Q: 3 clusters Score -9114603 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67677 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -9114633.000000 Penalty: 3624.087158
	Iteration 31Q: 3 clusters Score -9114633 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67721 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -9114651.000000 Penalty: 3624.087158
	Iteration 32Q: 3 clusters Score -9114651 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -9114673.000000 Penalty: 3624.087158
	Iteration 33Q: 3 clusters Score -9114673 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67810 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -9114696.000000 Penalty: 3624.087158
	Iteration 34Q: 3 clusters Score -9114696 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67864 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -9114717.000000 Penalty: 3624.087158
	Iteration 35Q: 3 clusters Score -9114717 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67906 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -9114741.000000 Penalty: 3624.087158
	Iteration 36Q: 3 clusters Score -9114741 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67939 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -9114732.000000 Penalty: 3624.087158
	Iteration 37Q: 3 clusters Score -9114732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67962 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -9114745.000000 Penalty: 3624.087158
	Iteration 38Q: 3 clusters Score -9114745 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67990 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -9114772.000000 Penalty: 3624.087158
	Iteration 39Q: 3 clusters Score -9114772 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68015 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -9114788.000000 Penalty: 3624.087158
	Iteration 40F: 3 clusters Score -9114788 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68039 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -9114802.000000 Penalty: 3624.087158
	Iteration 41Q: 3 clusters Score -9114802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68058 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -9114812.000000 Penalty: 3624.087158
	Iteration 42Q: 3 clusters Score -9114812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68073 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -9114821.000000 Penalty: 3624.087158
	Iteration 43Q: 3 clusters Score -9114821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68096 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -9114832.000000 Penalty: 3624.087158
	Iteration 44Q: 3 clusters Score -9114832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68111 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -9114834.000000 Penalty: 3624.087158
	Iteration 45Q: 3 clusters Score -9114834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68123 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -9114829.000000 Penalty: 3624.087158
	Iteration 46Q: 3 clusters Score -9114829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68133 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -9114829.000000 Penalty: 3624.087158
	Iteration 47Q: 3 clusters Score -9114829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68138 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -9114833.000000 Penalty: 3624.087158
	Iteration 48Q: 3 clusters Score -9114833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68143 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -9114848.000000 Penalty: 3624.087158
	Iteration 49Q: 3 clusters Score -9114848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68151 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -9114842.000000 Penalty: 3624.087158
	Iteration 50Q: 3 clusters Score -9114842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68158 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -9114840.000000 Penalty: 3624.087158
	Iteration 51Q: 3 clusters Score -9114840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68166 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -9114854.000000 Penalty: 3624.087158
	Iteration 52Q: 3 clusters Score -9114854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68173 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -9114853.000000 Penalty: 3624.087158
	Iteration 53Q: 3 clusters Score -9114853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68181 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -9114856.000000 Penalty: 3624.087158
	Iteration 54Q: 3 clusters Score -9114856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68191 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -9114861.000000 Penalty: 3624.087158
	Iteration 55Q: 3 clusters Score -9114861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68196 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -9114856.000000 Penalty: 3624.087158
	Iteration 56Q: 3 clusters Score -9114856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68206 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -9114857.000000 Penalty: 3624.087158
	Iteration 57Q: 3 clusters Score -9114857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68221 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -9114851.000000 Penalty: 3624.087158
	Iteration 58Q: 3 clusters Score -9114851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68233 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -9114871.000000 Penalty: 3624.087158
	Iteration 59Q: 3 clusters Score -9114871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68249 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -9114886.000000 Penalty: 3624.087158
	Iteration 60F: 3 clusters Score -9114886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68262 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -9114902.000000 Penalty: 3624.087158
	Iteration 61Q: 3 clusters Score -9114902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68276 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -9114898.000000 Penalty: 3624.087158
	Iteration 62Q: 3 clusters Score -9114898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68287 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -9114918.000000 Penalty: 3624.087158
	Iteration 63Q: 3 clusters Score -9114918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68295 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -9114913.000000 Penalty: 3624.087158
	Iteration 64Q: 3 clusters Score -9114913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68303 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -9114915.000000 Penalty: 3624.087158
	Iteration 65Q: 3 clusters Score -9114915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -9114923.000000 Penalty: 3624.087158
	Iteration 66Q: 3 clusters Score -9114923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68318 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -9114916.000000 Penalty: 3624.087158
	Iteration 67Q: 3 clusters Score -9114916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68324 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -9114911.000000 Penalty: 3624.087158
	Iteration 68Q: 3 clusters Score -9114911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -9114917.000000 Penalty: 3624.087158
	Iteration 69Q: 3 clusters Score -9114917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68336 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -9114928.000000 Penalty: 3624.087158
	Iteration 70Q: 3 clusters Score -9114928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68341 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -9114924.000000 Penalty: 3624.087158
	Iteration 71Q: 3 clusters Score -9114924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68341 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -9114934.000000 Penalty: 3624.087158
	Iteration 72Q: 3 clusters Score -9114934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68343 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -9114931.000000 Penalty: 3624.087158
	Iteration 73Q: 3 clusters Score -9114931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68343 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -9114920.000000 Penalty: 3624.087158
	Iteration 74Q: 3 clusters Score -9114920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68347 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -9114934.000000 Penalty: 3624.087158
	Iteration 75Q: 3 clusters Score -9114934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68349 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -9114930.000000 Penalty: 3624.087158
	Iteration 76Q: 3 clusters Score -9114930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68356 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -9114939.000000 Penalty: 3624.087158
	Iteration 77Q: 3 clusters Score -9114939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68366 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -9114949.000000 Penalty: 3624.087158
	Iteration 78Q: 3 clusters Score -9114949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68371 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -9114954.000000 Penalty: 3624.087158
	Iteration 79Q: 3 clusters Score -9114954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68376 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -9114951.000000 Penalty: 3624.087158
	Iteration 80F: 3 clusters Score -9114951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68378 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -9114953.000000 Penalty: 3624.087158
	Iteration 81Q: 3 clusters Score -9114953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68382 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9114958.000000 Penalty: 3624.087158
	Iteration 82Q: 3 clusters Score -9114958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68385 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -9114957.000000 Penalty: 3624.087158
	Iteration 83Q: 3 clusters Score -9114957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68386 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -9114951.000000 Penalty: 3624.087158
	Iteration 84Q: 3 clusters Score -9114951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68387 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9114944.000000 Penalty: 3624.087158
	Iteration 85Q: 3 clusters Score -9114944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68389 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -9114949.000000 Penalty: 3624.087158
	Iteration 86Q: 3 clusters Score -9114949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -9114949.000000 Penalty: 3624.087158
	Iteration 87Q: 3 clusters Score -9114949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68400 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -9114956.000000 Penalty: 3624.087158
	Iteration 88Q: 3 clusters Score -9114956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68406 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -9114963.000000 Penalty: 3624.087158
	Iteration 89Q: 3 clusters Score -9114963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68408 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -9114957.000000 Penalty: 3624.087158
	Iteration 90Q: 3 clusters Score -9114957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68414 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9114953.000000 Penalty: 3624.087158
	Iteration 91Q: 3 clusters Score -9114953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -9114954.000000 Penalty: 3624.087158
	Iteration 92Q: 3 clusters Score -9114954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68423 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -9114953.000000 Penalty: 3624.087158
	Iteration 93Q: 3 clusters Score -9114953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68429 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -9114965.000000 Penalty: 3624.087158
	Iteration 94Q: 3 clusters Score -9114965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68432 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -9114972.000000 Penalty: 3624.087158
	Iteration 95Q: 3 clusters Score -9114972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68435 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9114975.000000 Penalty: 3624.087158
	Iteration 96Q: 3 clusters Score -9114975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68436 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9114980.000000 Penalty: 3624.087158
	Iteration 97Q: 3 clusters Score -9114980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68437 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -9114981.000000 Penalty: 3624.087158
	Iteration 98Q: 3 clusters Score -9114981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68440 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9114974.000000 Penalty: 3624.087158
	Iteration 99Q: 3 clusters Score -9114974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68442 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -9114978.000000 Penalty: 3624.087158
	Iteration 100F: 3 clusters Score -9114978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68444 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -9114980.000000 Penalty: 3624.087158
	Iteration 101Q: 3 clusters Score -9114980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68447 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -9114976.000000 Penalty: 3624.087158
	Iteration 102Q: 3 clusters Score -9114976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68447 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -9114981.000000 Penalty: 3624.087158
	Iteration 103Q: 3 clusters Score -9114981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68447 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -9114982.000000 Penalty: 3624.087158
	Iteration 104Q: 3 clusters Score -9114982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68447 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -9114982.000000 Penalty: 3624.087158
	Iteration 105F: 3 clusters Score -9114982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Entering Unmasked Estep 
Score: -4408419.000000 Penalty: 1695.405151
	Iteration 0F: 2 clusters Score -4408419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -4385569.500000 Penalty: 3390.810303
	Iteration 0F: 3 clusters Score -4385570 nChanged 15692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -4394283.000000 Penalty: 3390.810303
	Iteration 1F: 3 clusters Score -4394283 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -4394813.500000 Penalty: 3390.810303
	Iteration 2Q: 3 clusters Score -4394814 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -4395349.000000 Penalty: 3390.810303
	Iteration 3Q: 3 clusters Score -4395349 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -4395969.500000 Penalty: 3390.810303
	Iteration 4Q: 3 clusters Score -4395970 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -4396735.500000 Penalty: 3390.810303
	Iteration 5Q: 3 clusters Score -4396736 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -4397665.000000 Penalty: 3390.810303
	Iteration 6F: 3 clusters Score -4397665 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -4398782.000000 Penalty: 3390.810303
	Iteration 7F: 3 clusters Score -4398782 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -4399984.500000 Penalty: 3390.810303
	Iteration 8F: 3 clusters Score -4399984 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -4400876.000000 Penalty: 3390.810303
	Iteration 9Q: 3 clusters Score -4400876 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -4401342.500000 Penalty: 3390.810303
	Iteration 10Q: 3 clusters Score -4401342 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -4401565.500000 Penalty: 3390.810303
	Iteration 11Q: 3 clusters Score -4401566 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -4401701.500000 Penalty: 3390.810303
	Iteration 12Q: 3 clusters Score -4401702 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -4401786.500000 Penalty: 3390.810303
	Iteration 13Q: 3 clusters Score -4401786 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -4401912.000000 Penalty: 3390.810303
	Iteration 14Q: 3 clusters Score -4401912 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -4402012.000000 Penalty: 3390.810303
	Iteration 15Q: 3 clusters Score -4402012 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -4402125.500000 Penalty: 3390.810303
	Iteration 16Q: 3 clusters Score -4402126 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -4402234.500000 Penalty: 3390.810303
	Iteration 17Q: 3 clusters Score -4402234 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -4402372.500000 Penalty: 3390.810303
	Iteration 18Q: 3 clusters Score -4402372 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -4402533.500000 Penalty: 3390.810303
	Iteration 19Q: 3 clusters Score -4402534 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -4402689.500000 Penalty: 3390.810303
	Iteration 20F: 3 clusters Score -4402690 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -4402876.000000 Penalty: 3390.810303
	Iteration 21Q: 3 clusters Score -4402876 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -4403059.000000 Penalty: 3390.810303
	Iteration 22Q: 3 clusters Score -4403059 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -4403265.500000 Penalty: 3390.810303
	Iteration 23Q: 3 clusters Score -4403266 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -4403421.500000 Penalty: 3390.810303
	Iteration 24Q: 3 clusters Score -4403422 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -4403612.000000 Penalty: 3390.810303
	Iteration 25Q: 3 clusters Score -4403612 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -4403776.500000 Penalty: 3390.810303
	Iteration 26Q: 3 clusters Score -4403776 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -4403910.500000 Penalty: 3390.810303
	Iteration 27Q: 3 clusters Score -4403910 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -4404065.500000 Penalty: 3390.810303
	Iteration 28Q: 3 clusters Score -4404066 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -4404173.500000 Penalty: 3390.810303
	Iteration 29Q: 3 clusters Score -4404174 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -4404292.000000 Penalty: 3390.810303
	Iteration 30Q: 3 clusters Score -4404292 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -4404449.500000 Penalty: 3390.810303
	Iteration 31Q: 3 clusters Score -4404450 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -4404607.500000 Penalty: 3390.810303
	Iteration 32Q: 3 clusters Score -4404608 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -4404760.500000 Penalty: 3390.810303
	Iteration 33Q: 3 clusters Score -4404760 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -4404939.000000 Penalty: 3390.810303
	Iteration 34Q: 3 clusters Score -4404939 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -4405102.500000 Penalty: 3390.810303
	Iteration 35Q: 3 clusters Score -4405102 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -4405340.000000 Penalty: 3390.810303
	Iteration 36Q: 3 clusters Score -4405340 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -4405638.500000 Penalty: 3390.810303
	Iteration 37Q: 3 clusters Score -4405638 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -4405957.500000 Penalty: 3390.810303
	Iteration 38Q: 3 clusters Score -4405958 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -4406214.500000 Penalty: 3390.810303
	Iteration 39Q: 3 clusters Score -4406214 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -4406582.500000 Penalty: 3390.810303
	Iteration 40F: 3 clusters Score -4406582 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -4406853.500000 Penalty: 3390.810303
	Iteration 41Q: 3 clusters Score -4406854 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -4406952.500000 Penalty: 3390.810303
	Iteration 42Q: 3 clusters Score -4406952 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -4406999.000000 Penalty: 3390.810303
	Iteration 43Q: 3 clusters Score -4406999 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -4407041.000000 Penalty: 3390.810303
	Iteration 44Q: 3 clusters Score -4407041 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -4407064.500000 Penalty: 3390.810303
	Iteration 45Q: 3 clusters Score -4407064 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -4407076.000000 Penalty: 3390.810303
	Iteration 46Q: 3 clusters Score -4407076 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -4407084.000000 Penalty: 3390.810303
	Iteration 47Q: 3 clusters Score -4407084 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -4407090.000000 Penalty: 3390.810303
	Iteration 48Q: 3 clusters Score -4407090 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -4407088.500000 Penalty: 3390.810303
	Iteration 49Q: 3 clusters Score -4407088 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -4407087.500000 Penalty: 3390.810303
	Iteration 50Q: 3 clusters Score -4407088 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -4407086.000000 Penalty: 3390.810303
	Iteration 51Q: 3 clusters Score -4407086 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -4407088.000000 Penalty: 3390.810303
	Iteration 52Q: 3 clusters Score -4407088 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -4407090.000000 Penalty: 3390.810303
	Iteration 53Q: 3 clusters Score -4407090 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -4407094.500000 Penalty: 3390.810303
	Iteration 54Q: 3 clusters Score -4407094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -4407097.000000 Penalty: 3390.810303
	Iteration 55Q: 3 clusters Score -4407097 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -4407103.000000 Penalty: 3390.810303
	Iteration 56Q: 3 clusters Score -4407103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -4407110.500000 Penalty: 3390.810303
	Iteration 57Q: 3 clusters Score -4407110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -4407109.000000 Penalty: 3390.810303
	Iteration 58Q: 3 clusters Score -4407109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -4407110.000000 Penalty: 3390.810303
	Iteration 59Q: 3 clusters Score -4407110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -4407111.500000 Penalty: 3390.810303
	Iteration 60F: 3 clusters Score -4407112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -4407111.500000 Penalty: 3390.810303
	Iteration 61Q: 3 clusters Score -4407112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -4407106.500000 Penalty: 3390.810303
	Iteration 62Q: 3 clusters Score -4407106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -4407099.500000 Penalty: 3390.810303
	Iteration 63Q: 3 clusters Score -4407100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -4407109.500000 Penalty: 3390.810303
	Iteration 64Q: 3 clusters Score -4407110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -4407111.000000 Penalty: 3390.810303
	Iteration 65Q: 3 clusters Score -4407111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -4407118.500000 Penalty: 3390.810303
	Iteration 66Q: 3 clusters Score -4407118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -4407117.000000 Penalty: 3390.810303
	Iteration 67Q: 3 clusters Score -4407117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -4407116.500000 Penalty: 3390.810303
	Iteration 68Q: 3 clusters Score -4407116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -4407121.000000 Penalty: 3390.810303
	Iteration 69Q: 3 clusters Score -4407121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -4407121.000000 Penalty: 3390.810303
	Iteration 70Q: 3 clusters Score -4407121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -4407119.000000 Penalty: 3390.810303
	Iteration 71Q: 3 clusters Score -4407119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -4407119.000000 Penalty: 3390.810303
	Iteration 72F: 3 clusters Score -4407119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -6761.997559 Penalty: 831.674011
	Iteration 0F: 2 clusters Score -6761.998 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 65 members 
Entering Unmasked Estep 
Score: -6187.431641 Penalty: 1663.348022
	Iteration 0F: 3 clusters Score -6187.432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -6298.964844 Penalty: 1663.348022
	Iteration 1F: 3 clusters Score -6298.965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -6353.494141 Penalty: 1663.348022
	Iteration 2Q: 3 clusters Score -6353.494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -6358.434570 Penalty: 1663.348022
	Iteration 3Q: 3 clusters Score -6358.435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -6364.620117 Penalty: 1663.348022
	Iteration 4Q: 3 clusters Score -6364.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6371.891602 Penalty: 1663.348022
	Iteration 5Q: 3 clusters Score -6371.892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -6371.891602 Penalty: 1663.348022
	Iteration 6F: 3 clusters Score -6371.892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -96863.812500 Penalty: 1076.410645
	Iteration 0F: 2 clusters Score -96863.81 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 363 members 
Entering Unmasked Estep 
Score: -95577.484375 Penalty: 2152.821289
	Iteration 0F: 3 clusters Score -95577.48 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -95787.523438 Penalty: 2152.821289
	Iteration 1F: 3 clusters Score -95787.52 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -95867.609375 Penalty: 2152.821289
	Iteration 2F: 3 clusters Score -95867.61 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -95916.789062 Penalty: 2152.821289
	Iteration 3F: 3 clusters Score -95916.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -95935.789062 Penalty: 2152.821289
	Iteration 4Q: 3 clusters Score -95935.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -95945.648438 Penalty: 2152.821289
	Iteration 5Q: 3 clusters Score -95945.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -95954.882812 Penalty: 2152.821289
	Iteration 6Q: 3 clusters Score -95954.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -95958.296875 Penalty: 2152.821289
	Iteration 7Q: 3 clusters Score -95958.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -95964.820312 Penalty: 2152.821289
	Iteration 8Q: 3 clusters Score -95964.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -95965.007812 Penalty: 2152.821289
	Iteration 9Q: 3 clusters Score -95965.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -95965.007812 Penalty: 2152.821289
	Iteration 10F: 3 clusters Score -95965.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Entering Unmasked Estep 
Score: -2278251.750000 Penalty: 1591.199463
	Iteration 0F: 2 clusters Score -2278252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2266011.500000 Penalty: 3182.398926
	Iteration 0F: 3 clusters Score -2266012 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2270471.000000 Penalty: 3182.398926
	Iteration 1F: 3 clusters Score -2270471 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2270946.250000 Penalty: 3182.398926
	Iteration 2F: 3 clusters Score -2270946 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2271614.750000 Penalty: 3182.398926
	Iteration 3F: 3 clusters Score -2271615 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2272565.000000 Penalty: 3182.398926
	Iteration 4F: 3 clusters Score -2272565 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2273839.250000 Penalty: 3182.398926
	Iteration 5F: 3 clusters Score -2273839 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2275257.250000 Penalty: 3182.398926
	Iteration 6F: 3 clusters Score -2275257 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2276286.250000 Penalty: 3182.398926
	Iteration 7F: 3 clusters Score -2276286 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2276819.500000 Penalty: 3182.398926
	Iteration 8Q: 3 clusters Score -2276820 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2277048.500000 Penalty: 3182.398926
	Iteration 9Q: 3 clusters Score -2277048 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2277154.250000 Penalty: 3182.398926
	Iteration 10Q: 3 clusters Score -2277154 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2277202.000000 Penalty: 3182.398926
	Iteration 11Q: 3 clusters Score -2277202 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2277232.250000 Penalty: 3182.398926
	Iteration 12Q: 3 clusters Score -2277232 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2277245.500000 Penalty: 3182.398926
	Iteration 13Q: 3 clusters Score -2277246 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2277253.250000 Penalty: 3182.398926
	Iteration 14Q: 3 clusters Score -2277253 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2277260.000000 Penalty: 3182.398926
	Iteration 15Q: 3 clusters Score -2277260 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2277261.750000 Penalty: 3182.398926
	Iteration 16Q: 3 clusters Score -2277262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2277267.000000 Penalty: 3182.398926
	Iteration 17Q: 3 clusters Score -2277267 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2277274.000000 Penalty: 3182.398926
	Iteration 18Q: 3 clusters Score -2277274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2277279.500000 Penalty: 3182.398926
	Iteration 19Q: 3 clusters Score -2277280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2277278.000000 Penalty: 3182.398926
	Iteration 20F: 3 clusters Score -2277278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2277278.250000 Penalty: 3182.398926
	Iteration 21Q: 3 clusters Score -2277278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2277283.500000 Penalty: 3182.398926
	Iteration 22Q: 3 clusters Score -2277284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2277285.500000 Penalty: 3182.398926
	Iteration 23Q: 3 clusters Score -2277286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -2277283.750000 Penalty: 3182.398926
	Iteration 24Q: 3 clusters Score -2277284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2277285.000000 Penalty: 3182.398926
	Iteration 25Q: 3 clusters Score -2277285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2277288.750000 Penalty: 3182.398926
	Iteration 26Q: 3 clusters Score -2277289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2277286.000000 Penalty: 3182.398926
	Iteration 27Q: 3 clusters Score -2277286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2277285.750000 Penalty: 3182.398926
	Iteration 28Q: 3 clusters Score -2277286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2277286.750000 Penalty: 3182.398926
	Iteration 29Q: 3 clusters Score -2277287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2277287.250000 Penalty: 3182.398926
	Iteration 30Q: 3 clusters Score -2277287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2277286.750000 Penalty: 3182.398926
	Iteration 31Q: 3 clusters Score -2277287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2277289.250000 Penalty: 3182.398926
	Iteration 32Q: 3 clusters Score -2277289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2277290.500000 Penalty: 3182.398926
	Iteration 33Q: 3 clusters Score -2277290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2277292.250000 Penalty: 3182.398926
	Iteration 34Q: 3 clusters Score -2277292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2277292.500000 Penalty: 3182.398926
	Iteration 35Q: 3 clusters Score -2277292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -2277286.750000 Penalty: 3182.398926
	Iteration 36Q: 3 clusters Score -2277287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2277289.000000 Penalty: 3182.398926
	Iteration 37Q: 3 clusters Score -2277289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2277289.500000 Penalty: 3182.398926
	Iteration 38Q: 3 clusters Score -2277290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2277289.500000 Penalty: 3182.398926
	Iteration 39F: 3 clusters Score -2277290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Entering Unmasked Estep 
Score: -108597.437500 Penalty: 1098.755615
	Iteration 0F: 2 clusters Score -108597.4 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 443 members 
Entering Unmasked Estep 
Score: -107242.515625 Penalty: 2197.511230
	Iteration 0F: 3 clusters Score -107242.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -107476.796875 Penalty: 2197.511230
	Iteration 1F: 3 clusters Score -107476.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -107535.023438 Penalty: 2197.511230
	Iteration 2F: 3 clusters Score -107535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -107560.859375 Penalty: 2197.511230
	Iteration 3Q: 3 clusters Score -107560.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -107573.523438 Penalty: 2197.511230
	Iteration 4Q: 3 clusters Score -107573.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -107582.226562 Penalty: 2197.511230
	Iteration 5Q: 3 clusters Score -107582.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -107585.015625 Penalty: 2197.511230
	Iteration 6Q: 3 clusters Score -107585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -107585.429688 Penalty: 2197.511230
	Iteration 7Q: 3 clusters Score -107585.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -107586.945312 Penalty: 2197.511230
	Iteration 8Q: 3 clusters Score -107586.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -107588.593750 Penalty: 2197.511230
	Iteration 9Q: 3 clusters Score -107588.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -107590.429688 Penalty: 2197.511230
	Iteration 10Q: 3 clusters Score -107590.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -107592.882812 Penalty: 2197.511230
	Iteration 11Q: 3 clusters Score -107592.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -107592.882812 Penalty: 2197.511230
	Iteration 12F: 3 clusters Score -107592.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -51465.945312 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -51465.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50535.300781 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -50535.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -50630.390625 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -50630.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50655.160156 Penalty: 1876.729248
	Iteration 2Q: 3 clusters Score -50655.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50670.140625 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -50670.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50672.917969 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -50672.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -50676.015625 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -50676.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50678.488281 Penalty: 1876.729248
	Iteration 6Q: 3 clusters Score -50678.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50679.929688 Penalty: 1876.729248
	Iteration 7Q: 3 clusters Score -50679.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50679.929688 Penalty: 1876.729248
	Iteration 8F: 3 clusters Score -50679.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -33972.929688 Penalty: 969.914978
	Iteration 0F: 2 clusters Score -33972.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33040.394531 Penalty: 1939.829956
	Iteration 0F: 3 clusters Score -33040.39 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33234.285156 Penalty: 1939.829956
	Iteration 1F: 3 clusters Score -33234.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33315.945312 Penalty: 1939.829956
	Iteration 2F: 3 clusters Score -33315.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33370.894531 Penalty: 1939.829956
	Iteration 3Q: 3 clusters Score -33370.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33388.652344 Penalty: 1939.829956
	Iteration 4Q: 3 clusters Score -33388.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33396.878906 Penalty: 1939.829956
	Iteration 5Q: 3 clusters Score -33396.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33405.972656 Penalty: 1939.829956
	Iteration 6Q: 3 clusters Score -33405.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33413.757812 Penalty: 1939.829956
	Iteration 7Q: 3 clusters Score -33413.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33418.433594 Penalty: 1939.829956
	Iteration 8Q: 3 clusters Score -33418.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33433.652344 Penalty: 1939.829956
	Iteration 9Q: 3 clusters Score -33433.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33455.367188 Penalty: 1939.829956
	Iteration 10Q: 3 clusters Score -33455.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33484.558594 Penalty: 1939.829956
	Iteration 11Q: 3 clusters Score -33484.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33494.359375 Penalty: 1939.829956
	Iteration 12Q: 3 clusters Score -33494.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33496.480469 Penalty: 1939.829956
	Iteration 13Q: 3 clusters Score -33496.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33498.558594 Penalty: 1939.829956
	Iteration 14Q: 3 clusters Score -33498.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33500.148438 Penalty: 1939.829956
	Iteration 15Q: 3 clusters Score -33500.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33500.148438 Penalty: 1939.829956
	Iteration 16F: 3 clusters Score -33500.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Entering Unmasked Estep 
Score: -6574718.000000 Penalty: 1757.301392
	Iteration 0F: 2 clusters Score -6574718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -6543719.000000 Penalty: 3514.602783
	Iteration 0F: 3 clusters Score -6543719 nChanged 23461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -6556894.000000 Penalty: 3514.602783
	Iteration 1F: 3 clusters Score -6556894 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -6557410.000000 Penalty: 3514.602783
	Iteration 2Q: 3 clusters Score -6557410 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -6557992.000000 Penalty: 3514.602783
	Iteration 3Q: 3 clusters Score -6557992 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -6558567.000000 Penalty: 3514.602783
	Iteration 4Q: 3 clusters Score -6558567 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -6559248.000000 Penalty: 3514.602783
	Iteration 5Q: 3 clusters Score -6559248 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -6560110.000000 Penalty: 3514.602783
	Iteration 6Q: 3 clusters Score -6560110 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -6561539.500000 Penalty: 3514.602783
	Iteration 7Q: 3 clusters Score -6561540 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -6563587.500000 Penalty: 3514.602783
	Iteration 8F: 3 clusters Score -6563588 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -6566019.000000 Penalty: 3514.602783
	Iteration 9F: 3 clusters Score -6566019 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -6568050.500000 Penalty: 3514.602783
	Iteration 10F: 3 clusters Score -6568050 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -6569120.500000 Penalty: 3514.602783
	Iteration 11Q: 3 clusters Score -6569120 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -6569611.000000 Penalty: 3514.602783
	Iteration 12Q: 3 clusters Score -6569611 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -6569927.000000 Penalty: 3514.602783
	Iteration 13Q: 3 clusters Score -6569927 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -6570278.500000 Penalty: 3514.602783
	Iteration 14Q: 3 clusters Score -6570278 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -6570621.500000 Penalty: 3514.602783
	Iteration 15Q: 3 clusters Score -6570622 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -6570956.000000 Penalty: 3514.602783
	Iteration 16Q: 3 clusters Score -6570956 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -6571275.000000 Penalty: 3514.602783
	Iteration 17Q: 3 clusters Score -6571275 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -6571598.500000 Penalty: 3514.602783
	Iteration 18Q: 3 clusters Score -6571598 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -6571964.500000 Penalty: 3514.602783
	Iteration 19Q: 3 clusters Score -6571964 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -6572348.500000 Penalty: 3514.602783
	Iteration 20F: 3 clusters Score -6572348 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -6572555.000000 Penalty: 3514.602783
	Iteration 21Q: 3 clusters Score -6572555 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -6572659.000000 Penalty: 3514.602783
	Iteration 22Q: 3 clusters Score -6572659 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -6572731.500000 Penalty: 3514.602783
	Iteration 23Q: 3 clusters Score -6572732 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -6572787.500000 Penalty: 3514.602783
	Iteration 24Q: 3 clusters Score -6572788 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -6572871.500000 Penalty: 3514.602783
	Iteration 25Q: 3 clusters Score -6572872 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -6572932.000000 Penalty: 3514.602783
	Iteration 26Q: 3 clusters Score -6572932 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -6572997.500000 Penalty: 3514.602783
	Iteration 27Q: 3 clusters Score -6572998 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -6573071.500000 Penalty: 3514.602783
	Iteration 28Q: 3 clusters Score -6573072 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -6573126.000000 Penalty: 3514.602783
	Iteration 29Q: 3 clusters Score -6573126 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -6573198.000000 Penalty: 3514.602783
	Iteration 30Q: 3 clusters Score -6573198 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -6573247.500000 Penalty: 3514.602783
	Iteration 31Q: 3 clusters Score -6573248 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -6573232.000000 Penalty: 3514.602783
	Iteration 32Q: 3 clusters Score -6573232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -6573232.000000 Penalty: 3514.602783
	Iteration 33Q: 3 clusters Score -6573232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 49163 members 
Entering Unmasked Estep 
Score: -6573244.500000 Penalty: 3514.602783
	Iteration 34Q: 3 clusters Score -6573244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 49186 members 
Entering Unmasked Estep 
Score: -6573250.500000 Penalty: 3514.602783
	Iteration 35Q: 3 clusters Score -6573250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -6573259.500000 Penalty: 3514.602783
	Iteration 36Q: 3 clusters Score -6573260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -6573249.000000 Penalty: 3514.602783
	Iteration 37Q: 3 clusters Score -6573249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
Score: -6573243.500000 Penalty: 3514.602783
	Iteration 38Q: 3 clusters Score -6573244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -6573250.000000 Penalty: 3514.602783
	Iteration 39Q: 3 clusters Score -6573250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -6573258.000000 Penalty: 3514.602783
	Iteration 40F: 3 clusters Score -6573258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -6573255.000000 Penalty: 3514.602783
	Iteration 41Q: 3 clusters Score -6573255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -6573265.000000 Penalty: 3514.602783
	Iteration 42Q: 3 clusters Score -6573265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -6573273.000000 Penalty: 3514.602783
	Iteration 43Q: 3 clusters Score -6573273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 49319 members 
Entering Unmasked Estep 
Score: -6573274.500000 Penalty: 3514.602783
	Iteration 44Q: 3 clusters Score -6573274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -6573279.000000 Penalty: 3514.602783
	Iteration 45Q: 3 clusters Score -6573279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -6573282.500000 Penalty: 3514.602783
	Iteration 46Q: 3 clusters Score -6573282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -6573281.500000 Penalty: 3514.602783
	Iteration 47Q: 3 clusters Score -6573282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -6573281.500000 Penalty: 3514.602783
	Iteration 48Q: 3 clusters Score -6573282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -6573277.500000 Penalty: 3514.602783
	Iteration 49Q: 3 clusters Score -6573278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
Score: -6573284.000000 Penalty: 3514.602783
	Iteration 50Q: 3 clusters Score -6573284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -6573289.500000 Penalty: 3514.602783
	Iteration 51Q: 3 clusters Score -6573290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -6573297.500000 Penalty: 3514.602783
	Iteration 52Q: 3 clusters Score -6573298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -6573299.000000 Penalty: 3514.602783
	Iteration 53Q: 3 clusters Score -6573299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -6573295.000000 Penalty: 3514.602783
	Iteration 54Q: 3 clusters Score -6573295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -6573295.000000 Penalty: 3514.602783
	Iteration 55F: 3 clusters Score -6573295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -31939.314453 Penalty: 953.760742
	Iteration 0F: 2 clusters Score -31939.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31060.023438 Penalty: 1907.521484
	Iteration 0F: 3 clusters Score -31060.02 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31221.167969 Penalty: 1907.521484
	Iteration 1F: 3 clusters Score -31221.17 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31295.068359 Penalty: 1907.521484
	Iteration 2F: 3 clusters Score -31295.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31343.462891 Penalty: 1907.521484
	Iteration 3Q: 3 clusters Score -31343.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31359.064453 Penalty: 1907.521484
	Iteration 4Q: 3 clusters Score -31359.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31367.697266 Penalty: 1907.521484
	Iteration 5Q: 3 clusters Score -31367.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31381.406250 Penalty: 1907.521484
	Iteration 6Q: 3 clusters Score -31381.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31398.988281 Penalty: 1907.521484
	Iteration 7Q: 3 clusters Score -31398.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31398.988281 Penalty: 1907.521484
	Iteration 8F: 3 clusters Score -31398.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Entering Unmasked Estep 
Score: -420437.500000 Penalty: 1321.421509
	Iteration 0F: 2 clusters Score -420437.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -417459.281250 Penalty: 2642.843018
	Iteration 0F: 3 clusters Score -417459.3 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -418458.687500 Penalty: 2642.843018
	Iteration 1F: 3 clusters Score -418458.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -418877.437500 Penalty: 2642.843018
	Iteration 2F: 3 clusters Score -418877.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -419198.593750 Penalty: 2642.843018
	Iteration 3F: 3 clusters Score -419198.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -419409.875000 Penalty: 2642.843018
	Iteration 4F: 3 clusters Score -419409.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -419527.250000 Penalty: 2642.843018
	Iteration 5Q: 3 clusters Score -419527.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -419588.343750 Penalty: 2642.843018
	Iteration 6Q: 3 clusters Score -419588.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -419621.937500 Penalty: 2642.843018
	Iteration 7Q: 3 clusters Score -419621.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -419641.250000 Penalty: 2642.843018
	Iteration 8Q: 3 clusters Score -419641.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -419649.093750 Penalty: 2642.843018
	Iteration 9Q: 3 clusters Score -419649.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -419653.687500 Penalty: 2642.843018
	Iteration 10Q: 3 clusters Score -419653.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -419660.062500 Penalty: 2642.843018
	Iteration 11Q: 3 clusters Score -419660.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -419667.156250 Penalty: 2642.843018
	Iteration 12Q: 3 clusters Score -419667.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -419672.781250 Penalty: 2642.843018
	Iteration 13Q: 3 clusters Score -419672.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -419676.218750 Penalty: 2642.843018
	Iteration 14Q: 3 clusters Score -419676.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -419680.656250 Penalty: 2642.843018
	Iteration 15Q: 3 clusters Score -419680.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -419681.875000 Penalty: 2642.843018
	Iteration 16Q: 3 clusters Score -419681.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -419682.937500 Penalty: 2642.843018
	Iteration 17Q: 3 clusters Score -419682.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -419684.906250 Penalty: 2642.843018
	Iteration 18Q: 3 clusters Score -419684.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -419685.437500 Penalty: 2642.843018
	Iteration 19Q: 3 clusters Score -419685.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -419687.781250 Penalty: 2642.843018
	Iteration 20F: 3 clusters Score -419687.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -419688.531250 Penalty: 2642.843018
	Iteration 21Q: 3 clusters Score -419688.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -419690.812500 Penalty: 2642.843018
	Iteration 22Q: 3 clusters Score -419690.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -419691.843750 Penalty: 2642.843018
	Iteration 23Q: 3 clusters Score -419691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -419692.781250 Penalty: 2642.843018
	Iteration 24Q: 3 clusters Score -419692.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -419693.656250 Penalty: 2642.843018
	Iteration 25Q: 3 clusters Score -419693.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -419693.625000 Penalty: 2642.843018
	Iteration 26Q: 3 clusters Score -419693.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -419694.781250 Penalty: 2642.843018
	Iteration 27Q: 3 clusters Score -419694.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -419695.093750 Penalty: 2642.843018
	Iteration 28Q: 3 clusters Score -419695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -419694.562500 Penalty: 2642.843018
	Iteration 29Q: 3 clusters Score -419694.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -419694.562500 Penalty: 2642.843018
	Iteration 30F: 3 clusters Score -419694.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49370 members 
Mstep: Class 3 contains 34180 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110909 members 
Mstep: Class 6 contains 10730 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37975 members 
Mstep: Class 9 contains 69636 members 
Mstep: Class 10 contains 33971 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17890 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49720 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030156.000000 Penalty: 39992.996094
Iteration 279Q: 20 clusters Score -5.403016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49369 members 
Mstep: Class 3 contains 34180 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110911 members 
Mstep: Class 6 contains 10731 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37977 members 
Mstep: Class 9 contains 69634 members 
Mstep: Class 10 contains 33973 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49715 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030132.000000 Penalty: 39992.996094
Iteration 280F: 20 clusters Score -5.403013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49368 members 
Mstep: Class 3 contains 34180 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110913 members 
Mstep: Class 6 contains 10730 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37978 members 
Mstep: Class 9 contains 69635 members 
Mstep: Class 10 contains 33974 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17892 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49711 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030124.000000 Penalty: 39992.996094
Iteration 281Q: 20 clusters Score -5.403012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49369 members 
Mstep: Class 3 contains 34181 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110910 members 
Mstep: Class 6 contains 10730 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37980 members 
Mstep: Class 9 contains 69638 members 
Mstep: Class 10 contains 33974 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49708 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030112.000000 Penalty: 39992.996094
Iteration 282Q: 20 clusters Score -5.403011e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49368 members 
Mstep: Class 3 contains 34181 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110905 members 
Mstep: Class 6 contains 10730 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37978 members 
Mstep: Class 9 contains 69645 members 
Mstep: Class 10 contains 33974 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49709 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030124.000000 Penalty: 39992.996094
Iteration 283Q: 20 clusters Score -5.403012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49369 members 
Mstep: Class 3 contains 34181 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110905 members 
Mstep: Class 6 contains 10730 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37978 members 
Mstep: Class 9 contains 69645 members 
Mstep: Class 10 contains 33972 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49710 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030164.000000 Penalty: 39992.996094
Iteration 284Q: 20 clusters Score -5.403016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49367 members 
Mstep: Class 3 contains 34181 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110906 members 
Mstep: Class 6 contains 10730 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37978 members 
Mstep: Class 9 contains 69646 members 
Mstep: Class 10 contains 33971 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49711 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030152.000000 Penalty: 39992.996094
Iteration 285Q: 20 clusters Score -5.403015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49367 members 
Mstep: Class 3 contains 34182 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110904 members 
Mstep: Class 6 contains 10730 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37978 members 
Mstep: Class 9 contains 69647 members 
Mstep: Class 10 contains 33971 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49711 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030136.000000 Penalty: 39992.996094
Iteration 286Q: 20 clusters Score -5.403014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49367 members 
Mstep: Class 3 contains 34182 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110904 members 
Mstep: Class 6 contains 10730 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37979 members 
Mstep: Class 9 contains 69647 members 
Mstep: Class 10 contains 33971 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49710 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030176.000000 Penalty: 39992.996094
Iteration 287Q: 20 clusters Score -5.403018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49369 members 
Mstep: Class 3 contains 34181 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110901 members 
Mstep: Class 6 contains 10730 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37981 members 
Mstep: Class 9 contains 69647 members 
Mstep: Class 10 contains 33972 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49709 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030172.000000 Penalty: 39992.996094
Iteration 288Q: 20 clusters Score -5.403017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49371 members 
Mstep: Class 3 contains 34181 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110900 members 
Mstep: Class 6 contains 10730 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37980 members 
Mstep: Class 9 contains 69647 members 
Mstep: Class 10 contains 33971 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49710 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030188.000000 Penalty: 39992.996094
Iteration 289Q: 20 clusters Score -5.403019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49373 members 
Mstep: Class 3 contains 34181 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110899 members 
Mstep: Class 6 contains 10730 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37980 members 
Mstep: Class 9 contains 69647 members 
Mstep: Class 10 contains 33971 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49709 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030172.000000 Penalty: 39992.996094
Iteration 290Q: 20 clusters Score -5.403017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49374 members 
Mstep: Class 3 contains 34181 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110899 members 
Mstep: Class 6 contains 10730 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37980 members 
Mstep: Class 9 contains 69646 members 
Mstep: Class 10 contains 33971 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49709 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030164.000000 Penalty: 39992.996094
Iteration 291Q: 20 clusters Score -5.403016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49375 members 
Mstep: Class 3 contains 34181 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110899 members 
Mstep: Class 6 contains 10730 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37980 members 
Mstep: Class 9 contains 69645 members 
Mstep: Class 10 contains 33971 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49709 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030164.000000 Penalty: 39992.996094
Iteration 292Q: 20 clusters Score -5.403016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49375 members 
Mstep: Class 3 contains 34181 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110899 members 
Mstep: Class 6 contains 10730 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37980 members 
Mstep: Class 9 contains 69645 members 
Mstep: Class 10 contains 33971 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49709 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030164.000000 Penalty: 39992.996094
Iteration 293F: 20 clusters Score -5.403016e+07 nChanged 0
Entering ConstructFrom: 
Score: -54030164.000000 Penalty: 39992.996094
Entering ConstructFrom: 
Trying to split cluster 1 (810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Entering Unmasked Estep 
Score: -83716.835938 Penalty: 1088.268066
	Iteration 0F: 2 clusters Score -83716.84 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 408 members 
Entering Unmasked Estep 
Score: -82427.687500 Penalty: 2176.536133
	Iteration 0F: 3 clusters Score -82427.69 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -82734.312500 Penalty: 2176.536133
	Iteration 1F: 3 clusters Score -82734.31 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -82859.132812 Penalty: 2176.536133
	Iteration 2F: 3 clusters Score -82859.13 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83009.781250 Penalty: 2176.536133
	Iteration 3F: 3 clusters Score -83009.78 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -83161.898438 Penalty: 2176.536133
	Iteration 4F: 3 clusters Score -83161.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83370.109375 Penalty: 2176.536133
	Iteration 5F: 3 clusters Score -83370.11 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -83685.843750 Penalty: 2176.536133
	Iteration 6F: 3 clusters Score -83685.84 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -84026.828125 Penalty: 2176.536133
	Iteration 7F: 3 clusters Score -84026.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -84144.773438 Penalty: 2176.536133
	Iteration 8Q: 3 clusters Score -84144.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -84182.757812 Penalty: 2176.536133
	Iteration 9Q: 3 clusters Score -84182.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -84208.070312 Penalty: 2176.536133
	Iteration 10Q: 3 clusters Score -84208.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -84224.898438 Penalty: 2176.536133
	Iteration 11Q: 3 clusters Score -84224.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -84226.890625 Penalty: 2176.536133
	Iteration 12Q: 3 clusters Score -84226.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -84229.640625 Penalty: 2176.536133
	Iteration 13Q: 3 clusters Score -84229.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84230.648438 Penalty: 2176.536133
	Iteration 14Q: 3 clusters Score -84230.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84230.648438 Penalty: 2176.536133
	Iteration 15F: 3 clusters Score -84230.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 49375 members 
Mstep: Class 3 contains 34181 members 
Mstep: Class 4 contains 456 members 
Mstep: Class 5 contains 110899 members 
Mstep: Class 6 contains 10730 members 
Mstep: Class 7 contains 228 members 
Mstep: Class 8 contains 37980 members 
Mstep: Class 9 contains 69645 members 
Mstep: Class 10 contains 33971 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 17891 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 322 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 49709 members 
Mstep: Class 18 contains 354 members 
Mstep: Class 19 contains 361 members 
Mstep: Class 21 contains 3401 members 
Entering Unmasked Estep 
Score: -54029628.000000 Penalty: 42097.890625
Splitting cluster 1 changes total score from -54030164.000000 to -54029628.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (49375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Entering Unmasked Estep 
Score: -6421058.000000 Penalty: 1756.169922
	Iteration 0F: 2 clusters Score -6421058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -6387974.500000 Penalty: 3512.339844
	Iteration 0F: 3 clusters Score -6387974 nChanged 23229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -6401199.500000 Penalty: 3512.339844
	Iteration 1F: 3 clusters Score -6401200 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -6401702.500000 Penalty: 3512.339844
	Iteration 2Q: 3 clusters Score -6401702 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -6402343.500000 Penalty: 3512.339844
	Iteration 3Q: 3 clusters Score -6402344 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -6403155.000000 Penalty: 3512.339844
	Iteration 4Q: 3 clusters Score -6403155 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -6404256.000000 Penalty: 3512.339844
	Iteration 5Q: 3 clusters Score -6404256 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -6405877.500000 Penalty: 3512.339844
	Iteration 6F: 3 clusters Score -6405878 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -6407864.000000 Penalty: 3512.339844
	Iteration 7F: 3 clusters Score -6407864 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -6410138.000000 Penalty: 3512.339844
	Iteration 8F: 3 clusters Score -6410138 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -6412261.000000 Penalty: 3512.339844
	Iteration 9F: 3 clusters Score -6412261 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -6413711.000000 Penalty: 3512.339844
	Iteration 10Q: 3 clusters Score -6413711 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -6414610.000000 Penalty: 3512.339844
	Iteration 11Q: 3 clusters Score -6414610 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -6415292.500000 Penalty: 3512.339844
	Iteration 12Q: 3 clusters Score -6415292 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -6415880.500000 Penalty: 3512.339844
	Iteration 13Q: 3 clusters Score -6415880 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -6416492.000000 Penalty: 3512.339844
	Iteration 14Q: 3 clusters Score -6416492 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -6417031.500000 Penalty: 3512.339844
	Iteration 15Q: 3 clusters Score -6417032 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -6417553.000000 Penalty: 3512.339844
	Iteration 16Q: 3 clusters Score -6417553 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -6417949.000000 Penalty: 3512.339844
	Iteration 17Q: 3 clusters Score -6417949 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -6418262.500000 Penalty: 3512.339844
	Iteration 18Q: 3 clusters Score -6418262 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -6418532.500000 Penalty: 3512.339844
	Iteration 19Q: 3 clusters Score -6418532 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -6418719.000000 Penalty: 3512.339844
	Iteration 20F: 3 clusters Score -6418719 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -6418857.500000 Penalty: 3512.339844
	Iteration 21Q: 3 clusters Score -6418858 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -6418980.000000 Penalty: 3512.339844
	Iteration 22Q: 3 clusters Score -6418980 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -6419135.000000 Penalty: 3512.339844
	Iteration 23Q: 3 clusters Score -6419135 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -6419233.500000 Penalty: 3512.339844
	Iteration 24Q: 3 clusters Score -6419234 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -6419314.000000 Penalty: 3512.339844
	Iteration 25Q: 3 clusters Score -6419314 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -6419365.500000 Penalty: 3512.339844
	Iteration 26Q: 3 clusters Score -6419366 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -6419410.500000 Penalty: 3512.339844
	Iteration 27Q: 3 clusters Score -6419410 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -6419431.000000 Penalty: 3512.339844
	Iteration 28Q: 3 clusters Score -6419431 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -6419468.000000 Penalty: 3512.339844
	Iteration 29Q: 3 clusters Score -6419468 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -6419482.000000 Penalty: 3512.339844
	Iteration 30Q: 3 clusters Score -6419482 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -6419503.000000 Penalty: 3512.339844
	Iteration 31Q: 3 clusters Score -6419503 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -6419522.500000 Penalty: 3512.339844
	Iteration 32Q: 3 clusters Score -6419522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -6419541.000000 Penalty: 3512.339844
	Iteration 33Q: 3 clusters Score -6419541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -6419547.500000 Penalty: 3512.339844
	Iteration 34Q: 3 clusters Score -6419548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -6419553.000000 Penalty: 3512.339844
	Iteration 35Q: 3 clusters Score -6419553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -6419560.500000 Penalty: 3512.339844
	Iteration 36Q: 3 clusters Score -6419560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -6419563.000000 Penalty: 3512.339844
	Iteration 37Q: 3 clusters Score -6419563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -6419566.000000 Penalty: 3512.339844
	Iteration 38Q: 3 clusters Score -6419566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -6419562.500000 Penalty: 3512.339844
	Iteration 39Q: 3 clusters Score -6419562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -6419575.000000 Penalty: 3512.339844
	Iteration 40F: 3 clusters Score -6419575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -6419571.500000 Penalty: 3512.339844
	Iteration 41Q: 3 clusters Score -6419572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -6419566.000000 Penalty: 3512.339844
	Iteration 42Q: 3 clusters Score -6419566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -6419571.000000 Penalty: 3512.339844
	Iteration 43Q: 3 clusters Score -6419571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 48955 members 
Entering Unmasked Estep 
Score: -6419571.000000 Penalty: 3512.339844
	Iteration 44F: 3 clusters Score -6419571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Entering Unmasked Estep 
Score: -4457467.500000 Penalty: 1696.406616
	Iteration 0F: 2 clusters Score -4457468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -4434385.500000 Penalty: 3392.813232
	Iteration 0F: 3 clusters Score -4434386 nChanged 15949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -4443283.000000 Penalty: 3392.813232
	Iteration 1F: 3 clusters Score -4443283 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -4443695.000000 Penalty: 3392.813232
	Iteration 2Q: 3 clusters Score -4443695 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -4444150.500000 Penalty: 3392.813232
	Iteration 3Q: 3 clusters Score -4444150 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -4444677.000000 Penalty: 3392.813232
	Iteration 4Q: 3 clusters Score -4444677 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -4445376.500000 Penalty: 3392.813232
	Iteration 5Q: 3 clusters Score -4445376 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -4446482.000000 Penalty: 3392.813232
	Iteration 6F: 3 clusters Score -4446482 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -4448020.500000 Penalty: 3392.813232
	Iteration 7F: 3 clusters Score -4448020 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -4449886.500000 Penalty: 3392.813232
	Iteration 8F: 3 clusters Score -4449886 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -4451708.500000 Penalty: 3392.813232
	Iteration 9F: 3 clusters Score -4451708 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -4453087.500000 Penalty: 3392.813232
	Iteration 10Q: 3 clusters Score -4453088 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -4454017.000000 Penalty: 3392.813232
	Iteration 11Q: 3 clusters Score -4454017 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4454614.500000 Penalty: 3392.813232
	Iteration 12Q: 3 clusters Score -4454614 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4455025.000000 Penalty: 3392.813232
	Iteration 13Q: 3 clusters Score -4455025 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4455260.000000 Penalty: 3392.813232
	Iteration 14Q: 3 clusters Score -4455260 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4455444.000000 Penalty: 3392.813232
	Iteration 15Q: 3 clusters Score -4455444 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4455568.500000 Penalty: 3392.813232
	Iteration 16Q: 3 clusters Score -4455568 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4455663.500000 Penalty: 3392.813232
	Iteration 17Q: 3 clusters Score -4455664 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4455749.500000 Penalty: 3392.813232
	Iteration 18Q: 3 clusters Score -4455750 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4455810.000000 Penalty: 3392.813232
	Iteration 19Q: 3 clusters Score -4455810 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4455860.000000 Penalty: 3392.813232
	Iteration 20F: 3 clusters Score -4455860 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4455898.500000 Penalty: 3392.813232
	Iteration 21Q: 3 clusters Score -4455898 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4455917.500000 Penalty: 3392.813232
	Iteration 22Q: 3 clusters Score -4455918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4455945.000000 Penalty: 3392.813232
	Iteration 23Q: 3 clusters Score -4455945 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4455960.000000 Penalty: 3392.813232
	Iteration 24Q: 3 clusters Score -4455960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4455973.500000 Penalty: 3392.813232
	Iteration 25Q: 3 clusters Score -4455974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4455981.000000 Penalty: 3392.813232
	Iteration 26Q: 3 clusters Score -4455981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4455992.000000 Penalty: 3392.813232
	Iteration 27Q: 3 clusters Score -4455992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4456001.000000 Penalty: 3392.813232
	Iteration 28Q: 3 clusters Score -4456001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4456011.500000 Penalty: 3392.813232
	Iteration 29Q: 3 clusters Score -4456012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4456014.500000 Penalty: 3392.813232
	Iteration 30Q: 3 clusters Score -4456014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4456020.500000 Penalty: 3392.813232
	Iteration 31Q: 3 clusters Score -4456020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4456022.000000 Penalty: 3392.813232
	Iteration 32Q: 3 clusters Score -4456022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4456021.500000 Penalty: 3392.813232
	Iteration 33Q: 3 clusters Score -4456022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4456027.500000 Penalty: 3392.813232
	Iteration 34Q: 3 clusters Score -4456028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4456033.500000 Penalty: 3392.813232
	Iteration 35Q: 3 clusters Score -4456034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4456032.500000 Penalty: 3392.813232
	Iteration 36Q: 3 clusters Score -4456032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4456039.000000 Penalty: 3392.813232
	Iteration 37Q: 3 clusters Score -4456039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4456040.500000 Penalty: 3392.813232
	Iteration 38Q: 3 clusters Score -4456040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4456036.500000 Penalty: 3392.813232
	Iteration 39Q: 3 clusters Score -4456036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4456040.000000 Penalty: 3392.813232
	Iteration 40F: 3 clusters Score -4456040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -51807.691406 Penalty: 994.905090
	Iteration 0F: 2 clusters Score -51807.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50820.175781 Penalty: 1989.810181
	Iteration 0F: 3 clusters Score -50820.18 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -50968.343750 Penalty: 1989.810181
	Iteration 1F: 3 clusters Score -50968.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51015.699219 Penalty: 1989.810181
	Iteration 2F: 3 clusters Score -51015.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51025.324219 Penalty: 1989.810181
	Iteration 3Q: 3 clusters Score -51025.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51039.281250 Penalty: 1989.810181
	Iteration 4Q: 3 clusters Score -51039.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -51048.792969 Penalty: 1989.810181
	Iteration 5Q: 3 clusters Score -51048.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51056.316406 Penalty: 1989.810181
	Iteration 6Q: 3 clusters Score -51056.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51059.015625 Penalty: 1989.810181
	Iteration 7Q: 3 clusters Score -51059.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51061.746094 Penalty: 1989.810181
	Iteration 8Q: 3 clusters Score -51061.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51062.441406 Penalty: 1989.810181
	Iteration 9Q: 3 clusters Score -51062.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51062.710938 Penalty: 1989.810181
	Iteration 10Q: 3 clusters Score -51062.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51062.710938 Penalty: 1989.810181
	Iteration 11F: 3 clusters Score -51062.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (110899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110899 members 
Entering Unmasked Estep 
Score: -14322281.000000 Penalty: 1887.660889
	Iteration 0F: 2 clusters Score -1.432228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55539 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -14250989.000000 Penalty: 3775.321777
	Iteration 0F: 3 clusters Score -1.425099e+07 nChanged 53189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -14281930.000000 Penalty: 3775.321777
	Iteration 1F: 3 clusters Score -1.428193e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58966 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -14282798.000000 Penalty: 3775.321777
	Iteration 2Q: 3 clusters Score -1.42828e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -14283885.000000 Penalty: 3775.321777
	Iteration 3Q: 3 clusters Score -1.428388e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64111 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -14285467.000000 Penalty: 3775.321777
	Iteration 4Q: 3 clusters Score -1.428547e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68645 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -14287976.000000 Penalty: 3775.321777
	Iteration 5Q: 3 clusters Score -1.428798e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74893 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -14291381.000000 Penalty: 3775.321777
	Iteration 6F: 3 clusters Score -1.429138e+07 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82730 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -14296308.000000 Penalty: 3775.321777
	Iteration 7F: 3 clusters Score -1.429631e+07 nChanged 8900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91550 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -14302975.000000 Penalty: 3775.321777
	Iteration 8F: 3 clusters Score -1.430298e+07 nChanged 8154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99664 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -14312245.000000 Penalty: 3775.321777
	Iteration 9F: 3 clusters Score -1.431224e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105817 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -14317935.000000 Penalty: 3775.321777
	Iteration 10F: 3 clusters Score -1.431794e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109049 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -14319755.000000 Penalty: 3775.321777
	Iteration 11Q: 3 clusters Score -1.431976e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110224 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -14320286.000000 Penalty: 3775.321777
	Iteration 12Q: 3 clusters Score -1.432029e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110560 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -14320452.000000 Penalty: 3775.321777
	Iteration 13Q: 3 clusters Score -1.432045e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110670 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -14320564.000000 Penalty: 3775.321777
	Iteration 14Q: 3 clusters Score -1.432056e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110703 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14320622.000000 Penalty: 3775.321777
	Iteration 15Q: 3 clusters Score -1.432062e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110716 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14320648.000000 Penalty: 3775.321777
	Iteration 16Q: 3 clusters Score -1.432065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110720 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14320666.000000 Penalty: 3775.321777
	Iteration 17Q: 3 clusters Score -1.432067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110720 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14320663.000000 Penalty: 3775.321777
	Iteration 18Q: 3 clusters Score -1.432066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110721 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14320668.000000 Penalty: 3775.321777
	Iteration 19Q: 3 clusters Score -1.432067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110722 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -14320663.000000 Penalty: 3775.321777
	Iteration 20F: 3 clusters Score -1.432066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110724 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14320666.000000 Penalty: 3775.321777
	Iteration 21Q: 3 clusters Score -1.432067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110725 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14320672.000000 Penalty: 3775.321777
	Iteration 22Q: 3 clusters Score -1.432067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110722 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -14320678.000000 Penalty: 3775.321777
	Iteration 23Q: 3 clusters Score -1.432068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110722 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -14320678.000000 Penalty: 3775.321777
	Iteration 24F: 3 clusters Score -1.432068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Entering Unmasked Estep 
Score: -1405279.875000 Penalty: 1508.129883
	Iteration 0F: 2 clusters Score -1405280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1397633.125000 Penalty: 3016.259766
	Iteration 0F: 3 clusters Score -1397633 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1400210.000000 Penalty: 3016.259766
	Iteration 1F: 3 clusters Score -1400210 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1400531.750000 Penalty: 3016.259766
	Iteration 2F: 3 clusters Score -1400532 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1400844.375000 Penalty: 3016.259766
	Iteration 3F: 3 clusters Score -1400844 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1401202.125000 Penalty: 3016.259766
	Iteration 4F: 3 clusters Score -1401202 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1401601.250000 Penalty: 3016.259766
	Iteration 5F: 3 clusters Score -1401601 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1402062.375000 Penalty: 3016.259766
	Iteration 6F: 3 clusters Score -1402062 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1402514.625000 Penalty: 3016.259766
	Iteration 7F: 3 clusters Score -1402515 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1402921.375000 Penalty: 3016.259766
	Iteration 8Q: 3 clusters Score -1402921 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1403224.250000 Penalty: 3016.259766
	Iteration 9Q: 3 clusters Score -1403224 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1403452.875000 Penalty: 3016.259766
	Iteration 10Q: 3 clusters Score -1403453 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1403572.875000 Penalty: 3016.259766
	Iteration 11Q: 3 clusters Score -1403573 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1403660.250000 Penalty: 3016.259766
	Iteration 12Q: 3 clusters Score -1403660 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1403727.875000 Penalty: 3016.259766
	Iteration 13Q: 3 clusters Score -1403728 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1403768.000000 Penalty: 3016.259766
	Iteration 14Q: 3 clusters Score -1403768 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1403805.625000 Penalty: 3016.259766
	Iteration 15Q: 3 clusters Score -1403806 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1403835.375000 Penalty: 3016.259766
	Iteration 16Q: 3 clusters Score -1403835 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1403856.125000 Penalty: 3016.259766
	Iteration 17Q: 3 clusters Score -1403856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1403877.000000 Penalty: 3016.259766
	Iteration 18Q: 3 clusters Score -1403877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1403891.000000 Penalty: 3016.259766
	Iteration 19Q: 3 clusters Score -1403891 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1403909.500000 Penalty: 3016.259766
	Iteration 20F: 3 clusters Score -1403910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1403919.125000 Penalty: 3016.259766
	Iteration 21Q: 3 clusters Score -1403919 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1403931.125000 Penalty: 3016.259766
	Iteration 22Q: 3 clusters Score -1403931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1403938.625000 Penalty: 3016.259766
	Iteration 23Q: 3 clusters Score -1403939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1403948.625000 Penalty: 3016.259766
	Iteration 24Q: 3 clusters Score -1403949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1403953.125000 Penalty: 3016.259766
	Iteration 25Q: 3 clusters Score -1403953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1403961.250000 Penalty: 3016.259766
	Iteration 26Q: 3 clusters Score -1403961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1403970.875000 Penalty: 3016.259766
	Iteration 27Q: 3 clusters Score -1403971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1403978.750000 Penalty: 3016.259766
	Iteration 28Q: 3 clusters Score -1403979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1403987.750000 Penalty: 3016.259766
	Iteration 29Q: 3 clusters Score -1403988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1403991.875000 Penalty: 3016.259766
	Iteration 30Q: 3 clusters Score -1403992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1403994.250000 Penalty: 3016.259766
	Iteration 31Q: 3 clusters Score -1403994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1403994.125000 Penalty: 3016.259766
	Iteration 32Q: 3 clusters Score -1403994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1403996.875000 Penalty: 3016.259766
	Iteration 33Q: 3 clusters Score -1403997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1403997.000000 Penalty: 3016.259766
	Iteration 34Q: 3 clusters Score -1403997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1403997.625000 Penalty: 3016.259766
	Iteration 35Q: 3 clusters Score -1403998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1403998.875000 Penalty: 3016.259766
	Iteration 36Q: 3 clusters Score -1403999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1404001.375000 Penalty: 3016.259766
	Iteration 37Q: 3 clusters Score -1404001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1404002.750000 Penalty: 3016.259766
	Iteration 38Q: 3 clusters Score -1404003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1404002.625000 Penalty: 3016.259766
	Iteration 39Q: 3 clusters Score -1404003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1404004.750000 Penalty: 3016.259766
	Iteration 40F: 3 clusters Score -1404005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1404006.625000 Penalty: 3016.259766
	Iteration 41Q: 3 clusters Score -1404007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1404009.375000 Penalty: 3016.259766
	Iteration 42Q: 3 clusters Score -1404009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1404009.375000 Penalty: 3016.259766
	Iteration 43F: 3 clusters Score -1404009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Entering Unmasked Estep 
Score: -13719.855469 Penalty: 882.268677
	Iteration 0F: 2 clusters Score -13719.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13083.554688 Penalty: 1764.537354
	Iteration 0F: 3 clusters Score -13083.55 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13229.629883 Penalty: 1764.537354
	Iteration 1F: 3 clusters Score -13229.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13309.944336 Penalty: 1764.537354
	Iteration 2Q: 3 clusters Score -13309.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13334.124023 Penalty: 1764.537354
	Iteration 3Q: 3 clusters Score -13334.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13345.083984 Penalty: 1764.537354
	Iteration 4Q: 3 clusters Score -13345.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13346.224609 Penalty: 1764.537354
	Iteration 5Q: 3 clusters Score -13346.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13346.224609 Penalty: 1764.537354
	Iteration 6F: 3 clusters Score -13346.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Entering Unmasked Estep 
Score: -5051961.500000 Penalty: 1713.532471
	Iteration 0F: 2 clusters Score -5051962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -5026717.500000 Penalty: 3427.064941
	Iteration 0F: 3 clusters Score -5026718 nChanged 17789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -5036566.500000 Penalty: 3427.064941
	Iteration 1F: 3 clusters Score -5036566 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -5037073.000000 Penalty: 3427.064941
	Iteration 2Q: 3 clusters Score -5037073 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -5037657.000000 Penalty: 3427.064941
	Iteration 3Q: 3 clusters Score -5037657 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -5038527.000000 Penalty: 3427.064941
	Iteration 4Q: 3 clusters Score -5038527 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -5039838.000000 Penalty: 3427.064941
	Iteration 5F: 3 clusters Score -5039838 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -5041809.000000 Penalty: 3427.064941
	Iteration 6F: 3 clusters Score -5041809 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -5044386.000000 Penalty: 3427.064941
	Iteration 7F: 3 clusters Score -5044386 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -5047061.000000 Penalty: 3427.064941
	Iteration 8F: 3 clusters Score -5047061 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -5048904.000000 Penalty: 3427.064941
	Iteration 9F: 3 clusters Score -5048904 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -5049814.000000 Penalty: 3427.064941
	Iteration 10Q: 3 clusters Score -5049814 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -5050186.500000 Penalty: 3427.064941
	Iteration 11Q: 3 clusters Score -5050186 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -5050327.000000 Penalty: 3427.064941
	Iteration 12Q: 3 clusters Score -5050327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -5050404.000000 Penalty: 3427.064941
	Iteration 13Q: 3 clusters Score -5050404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -5050436.500000 Penalty: 3427.064941
	Iteration 14Q: 3 clusters Score -5050436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -5050452.000000 Penalty: 3427.064941
	Iteration 15Q: 3 clusters Score -5050452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -5050481.500000 Penalty: 3427.064941
	Iteration 16Q: 3 clusters Score -5050482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -5050495.500000 Penalty: 3427.064941
	Iteration 17Q: 3 clusters Score -5050496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -5050502.500000 Penalty: 3427.064941
	Iteration 18Q: 3 clusters Score -5050502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -5050508.500000 Penalty: 3427.064941
	Iteration 19Q: 3 clusters Score -5050508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -5050511.500000 Penalty: 3427.064941
	Iteration 20F: 3 clusters Score -5050512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (69645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Entering Unmasked Estep 
Score: -9117662.000000 Penalty: 1812.064453
	Iteration 0F: 2 clusters Score -9117662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -9074493.000000 Penalty: 3624.128906
	Iteration 0F: 3 clusters Score -9074493 nChanged 32900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -9093163.000000 Penalty: 3624.128906
	Iteration 1F: 3 clusters Score -9093163 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -9093781.000000 Penalty: 3624.128906
	Iteration 2Q: 3 clusters Score -9093781 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -9094600.000000 Penalty: 3624.128906
	Iteration 3Q: 3 clusters Score -9094600 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -9095710.000000 Penalty: 3624.128906
	Iteration 4Q: 3 clusters Score -9095710 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -9097674.000000 Penalty: 3624.128906
	Iteration 5F: 3 clusters Score -9097674 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -9100702.000000 Penalty: 3624.128906
	Iteration 6F: 3 clusters Score -9100702 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -9104999.000000 Penalty: 3624.128906
	Iteration 7F: 3 clusters Score -9104999 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -9109639.000000 Penalty: 3624.128906
	Iteration 8F: 3 clusters Score -9109639 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -9113056.000000 Penalty: 3624.128906
	Iteration 9F: 3 clusters Score -9113056 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67390 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -9114911.000000 Penalty: 3624.128906
	Iteration 10Q: 3 clusters Score -9114911 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68622 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -9115726.000000 Penalty: 3624.128906
	Iteration 11Q: 3 clusters Score -9115726 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69106 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9116083.000000 Penalty: 3624.128906
	Iteration 12Q: 3 clusters Score -9116083 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69272 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9116226.000000 Penalty: 3624.128906
	Iteration 13Q: 3 clusters Score -9116226 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69335 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9116306.000000 Penalty: 3624.128906
	Iteration 14Q: 3 clusters Score -9116306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69362 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9116331.000000 Penalty: 3624.128906
	Iteration 15Q: 3 clusters Score -9116331 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69384 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9116331.000000 Penalty: 3624.128906
	Iteration 16Q: 3 clusters Score -9116331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69389 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9116358.000000 Penalty: 3624.128906
	Iteration 17Q: 3 clusters Score -9116358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69394 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9116370.000000 Penalty: 3624.128906
	Iteration 18Q: 3 clusters Score -9116370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69395 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9116369.000000 Penalty: 3624.128906
	Iteration 19Q: 3 clusters Score -9116369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69394 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9116370.000000 Penalty: 3624.128906
	Iteration 20F: 3 clusters Score -9116370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69394 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9116370.000000 Penalty: 3624.128906
	Iteration 21Q: 3 clusters Score -9116370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69396 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9116371.000000 Penalty: 3624.128906
	Iteration 22Q: 3 clusters Score -9116371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69395 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9116373.000000 Penalty: 3624.128906
	Iteration 23Q: 3 clusters Score -9116373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69396 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9116383.000000 Penalty: 3624.128906
	Iteration 24Q: 3 clusters Score -9116383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69397 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9116385.000000 Penalty: 3624.128906
	Iteration 25Q: 3 clusters Score -9116385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69398 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9116384.000000 Penalty: 3624.128906
	Iteration 26Q: 3 clusters Score -9116384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69399 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9116385.000000 Penalty: 3624.128906
	Iteration 27Q: 3 clusters Score -9116385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69398 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9116391.000000 Penalty: 3624.128906
	Iteration 28Q: 3 clusters Score -9116391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69398 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9116391.000000 Penalty: 3624.128906
	Iteration 29F: 3 clusters Score -9116391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Entering Unmasked Estep 
Score: -4408403.500000 Penalty: 1695.405151
	Iteration 0F: 2 clusters Score -4408404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -4385520.500000 Penalty: 3390.810303
	Iteration 0F: 3 clusters Score -4385520 nChanged 15729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -4394447.500000 Penalty: 3390.810303
	Iteration 1F: 3 clusters Score -4394448 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -4394878.500000 Penalty: 3390.810303
	Iteration 2Q: 3 clusters Score -4394878 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -4395287.500000 Penalty: 3390.810303
	Iteration 3Q: 3 clusters Score -4395288 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -4395720.500000 Penalty: 3390.810303
	Iteration 4Q: 3 clusters Score -4395720 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -4396247.000000 Penalty: 3390.810303
	Iteration 5Q: 3 clusters Score -4396247 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -4396816.500000 Penalty: 3390.810303
	Iteration 6Q: 3 clusters Score -4396816 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -4397536.500000 Penalty: 3390.810303
	Iteration 7Q: 3 clusters Score -4397536 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -4398482.500000 Penalty: 3390.810303
	Iteration 8Q: 3 clusters Score -4398482 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -4399736.000000 Penalty: 3390.810303
	Iteration 9F: 3 clusters Score -4399736 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -4401153.500000 Penalty: 3390.810303
	Iteration 10F: 3 clusters Score -4401154 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -4402616.500000 Penalty: 3390.810303
	Iteration 11F: 3 clusters Score -4402616 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -4403630.000000 Penalty: 3390.810303
	Iteration 12Q: 3 clusters Score -4403630 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -4404248.000000 Penalty: 3390.810303
	Iteration 13Q: 3 clusters Score -4404248 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -4404719.000000 Penalty: 3390.810303
	Iteration 14Q: 3 clusters Score -4404719 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -4405216.000000 Penalty: 3390.810303
	Iteration 15Q: 3 clusters Score -4405216 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -4405721.000000 Penalty: 3390.810303
	Iteration 16Q: 3 clusters Score -4405721 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -4406166.000000 Penalty: 3390.810303
	Iteration 17Q: 3 clusters Score -4406166 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -4406461.500000 Penalty: 3390.810303
	Iteration 18Q: 3 clusters Score -4406462 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -4406688.000000 Penalty: 3390.810303
	Iteration 19Q: 3 clusters Score -4406688 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -4406839.500000 Penalty: 3390.810303
	Iteration 20F: 3 clusters Score -4406840 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -4406909.500000 Penalty: 3390.810303
	Iteration 21Q: 3 clusters Score -4406910 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -4406993.500000 Penalty: 3390.810303
	Iteration 22Q: 3 clusters Score -4406994 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -4407024.500000 Penalty: 3390.810303
	Iteration 23Q: 3 clusters Score -4407024 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -4407049.000000 Penalty: 3390.810303
	Iteration 24Q: 3 clusters Score -4407049 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -4407060.000000 Penalty: 3390.810303
	Iteration 25Q: 3 clusters Score -4407060 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -4407057.000000 Penalty: 3390.810303
	Iteration 26Q: 3 clusters Score -4407057 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -4407076.000000 Penalty: 3390.810303
	Iteration 27Q: 3 clusters Score -4407076 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -4407093.000000 Penalty: 3390.810303
	Iteration 28Q: 3 clusters Score -4407093 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -4407092.500000 Penalty: 3390.810303
	Iteration 29Q: 3 clusters Score -4407092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -4407088.000000 Penalty: 3390.810303
	Iteration 30Q: 3 clusters Score -4407088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -4407081.000000 Penalty: 3390.810303
	Iteration 31Q: 3 clusters Score -4407081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -4407087.500000 Penalty: 3390.810303
	Iteration 32Q: 3 clusters Score -4407088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -4407084.000000 Penalty: 3390.810303
	Iteration 33Q: 3 clusters Score -4407084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -4407086.000000 Penalty: 3390.810303
	Iteration 34Q: 3 clusters Score -4407086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -4407084.500000 Penalty: 3390.810303
	Iteration 35Q: 3 clusters Score -4407084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -4407091.500000 Penalty: 3390.810303
	Iteration 36Q: 3 clusters Score -4407092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -4407080.000000 Penalty: 3390.810303
	Iteration 37Q: 3 clusters Score -4407080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -4407079.500000 Penalty: 3390.810303
	Iteration 38Q: 3 clusters Score -4407080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -4407075.000000 Penalty: 3390.810303
	Iteration 39Q: 3 clusters Score -4407075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -4407079.000000 Penalty: 3390.810303
	Iteration 40F: 3 clusters Score -4407079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -4407076.500000 Penalty: 3390.810303
	Iteration 41Q: 3 clusters Score -4407076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -4407076.500000 Penalty: 3390.810303
	Iteration 42Q: 3 clusters Score -4407076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -4407077.500000 Penalty: 3390.810303
	Iteration 43Q: 3 clusters Score -4407078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -4407080.000000 Penalty: 3390.810303
	Iteration 44Q: 3 clusters Score -4407080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -4407077.000000 Penalty: 3390.810303
	Iteration 45Q: 3 clusters Score -4407077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -4407077.000000 Penalty: 3390.810303
	Iteration 46Q: 3 clusters Score -4407077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -4407079.500000 Penalty: 3390.810303
	Iteration 47Q: 3 clusters Score -4407080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -4407079.000000 Penalty: 3390.810303
	Iteration 48Q: 3 clusters Score -4407079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -4407077.000000 Penalty: 3390.810303
	Iteration 49Q: 3 clusters Score -4407077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -4407078.500000 Penalty: 3390.810303
	Iteration 50Q: 3 clusters Score -4407078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -4407078.500000 Penalty: 3390.810303
	Iteration 51F: 3 clusters Score -4407078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Entering Unmasked Estep 
Score: -6761.997559 Penalty: 831.674011
	Iteration 0F: 2 clusters Score -6761.998 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 81 members 
Entering Unmasked Estep 
Score: -6200.160156 Penalty: 1663.348022
	Iteration 0F: 3 clusters Score -6200.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6403.665039 Penalty: 1663.348022
	Iteration 1F: 3 clusters Score -6403.665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6462.545898 Penalty: 1663.348022
	Iteration 2Q: 3 clusters Score -6462.546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6469.303711 Penalty: 1663.348022
	Iteration 3Q: 3 clusters Score -6469.304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6469.303711 Penalty: 1663.348022
	Iteration 4F: 3 clusters Score -6469.304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -96863.812500 Penalty: 1076.410645
	Iteration 0F: 2 clusters Score -96863.81 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 365 members 
Entering Unmasked Estep 
Score: -95601.742188 Penalty: 2152.821289
	Iteration 0F: 3 clusters Score -95601.74 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -95822.609375 Penalty: 2152.821289
	Iteration 1F: 3 clusters Score -95822.61 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -95945.476562 Penalty: 2152.821289
	Iteration 2F: 3 clusters Score -95945.48 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -96009.640625 Penalty: 2152.821289
	Iteration 3F: 3 clusters Score -96009.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -96043.437500 Penalty: 2152.821289
	Iteration 4Q: 3 clusters Score -96043.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -96069.679688 Penalty: 2152.821289
	Iteration 5Q: 3 clusters Score -96069.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -96089.484375 Penalty: 2152.821289
	Iteration 6Q: 3 clusters Score -96089.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -96103.828125 Penalty: 2152.821289
	Iteration 7Q: 3 clusters Score -96103.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -96116.101562 Penalty: 2152.821289
	Iteration 8Q: 3 clusters Score -96116.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -96125.656250 Penalty: 2152.821289
	Iteration 9Q: 3 clusters Score -96125.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -96133.453125 Penalty: 2152.821289
	Iteration 10Q: 3 clusters Score -96133.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -96138.242188 Penalty: 2152.821289
	Iteration 11Q: 3 clusters Score -96138.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -96141.984375 Penalty: 2152.821289
	Iteration 12Q: 3 clusters Score -96141.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -96147.421875 Penalty: 2152.821289
	Iteration 13Q: 3 clusters Score -96147.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -96149.992188 Penalty: 2152.821289
	Iteration 14Q: 3 clusters Score -96149.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -96153.429688 Penalty: 2152.821289
	Iteration 15Q: 3 clusters Score -96153.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -96156.515625 Penalty: 2152.821289
	Iteration 16Q: 3 clusters Score -96156.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -96159.164062 Penalty: 2152.821289
	Iteration 17Q: 3 clusters Score -96159.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -96163.187500 Penalty: 2152.821289
	Iteration 18Q: 3 clusters Score -96163.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -96166.453125 Penalty: 2152.821289
	Iteration 19Q: 3 clusters Score -96166.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -96169.648438 Penalty: 2152.821289
	Iteration 20F: 3 clusters Score -96169.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -96170.437500 Penalty: 2152.821289
	Iteration 21Q: 3 clusters Score -96170.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -96170.437500 Penalty: 2152.821289
	Iteration 22F: 3 clusters Score -96170.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Entering Unmasked Estep 
Score: -2278375.500000 Penalty: 1591.208618
	Iteration 0F: 2 clusters Score -2278376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -2266103.500000 Penalty: 3182.417236
	Iteration 0F: 3 clusters Score -2266104 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2270449.500000 Penalty: 3182.417236
	Iteration 1F: 3 clusters Score -2270450 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2270773.000000 Penalty: 3182.417236
	Iteration 2Q: 3 clusters Score -2270773 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -2271120.750000 Penalty: 3182.417236
	Iteration 3Q: 3 clusters Score -2271121 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2271532.250000 Penalty: 3182.417236
	Iteration 4Q: 3 clusters Score -2271532 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2272171.250000 Penalty: 3182.417236
	Iteration 5F: 3 clusters Score -2272171 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2273135.250000 Penalty: 3182.417236
	Iteration 6F: 3 clusters Score -2273135 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -2274477.000000 Penalty: 3182.417236
	Iteration 7F: 3 clusters Score -2274477 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2275674.750000 Penalty: 3182.417236
	Iteration 8F: 3 clusters Score -2275675 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2276406.000000 Penalty: 3182.417236
	Iteration 9F: 3 clusters Score -2276406 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2276732.250000 Penalty: 3182.417236
	Iteration 10Q: 3 clusters Score -2276732 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2276906.000000 Penalty: 3182.417236
	Iteration 11Q: 3 clusters Score -2276906 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2277010.750000 Penalty: 3182.417236
	Iteration 12Q: 3 clusters Score -2277011 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2277105.000000 Penalty: 3182.417236
	Iteration 13Q: 3 clusters Score -2277105 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2277161.000000 Penalty: 3182.417236
	Iteration 14Q: 3 clusters Score -2277161 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2277217.250000 Penalty: 3182.417236
	Iteration 15Q: 3 clusters Score -2277217 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2277268.250000 Penalty: 3182.417236
	Iteration 16Q: 3 clusters Score -2277268 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2277298.750000 Penalty: 3182.417236
	Iteration 17Q: 3 clusters Score -2277299 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2277329.250000 Penalty: 3182.417236
	Iteration 18Q: 3 clusters Score -2277329 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2277348.250000 Penalty: 3182.417236
	Iteration 19Q: 3 clusters Score -2277348 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2277354.500000 Penalty: 3182.417236
	Iteration 20F: 3 clusters Score -2277354 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2277366.500000 Penalty: 3182.417236
	Iteration 21Q: 3 clusters Score -2277366 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2277373.000000 Penalty: 3182.417236
	Iteration 22Q: 3 clusters Score -2277373 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2277380.250000 Penalty: 3182.417236
	Iteration 23Q: 3 clusters Score -2277380 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2277385.250000 Penalty: 3182.417236
	Iteration 24Q: 3 clusters Score -2277385 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2277394.000000 Penalty: 3182.417236
	Iteration 25Q: 3 clusters Score -2277394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2277400.750000 Penalty: 3182.417236
	Iteration 26Q: 3 clusters Score -2277401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2277401.250000 Penalty: 3182.417236
	Iteration 27Q: 3 clusters Score -2277401 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2277402.750000 Penalty: 3182.417236
	Iteration 28Q: 3 clusters Score -2277403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2277404.500000 Penalty: 3182.417236
	Iteration 29Q: 3 clusters Score -2277404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2277402.750000 Penalty: 3182.417236
	Iteration 30Q: 3 clusters Score -2277403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2277404.250000 Penalty: 3182.417236
	Iteration 31Q: 3 clusters Score -2277404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2277404.500000 Penalty: 3182.417236
	Iteration 32Q: 3 clusters Score -2277404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2277414.750000 Penalty: 3182.417236
	Iteration 33Q: 3 clusters Score -2277415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2277410.250000 Penalty: 3182.417236
	Iteration 34Q: 3 clusters Score -2277410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2277413.250000 Penalty: 3182.417236
	Iteration 35Q: 3 clusters Score -2277413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2277411.000000 Penalty: 3182.417236
	Iteration 36Q: 3 clusters Score -2277411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2277415.500000 Penalty: 3182.417236
	Iteration 37Q: 3 clusters Score -2277416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2277416.250000 Penalty: 3182.417236
	Iteration 38Q: 3 clusters Score -2277416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2277411.750000 Penalty: 3182.417236
	Iteration 39Q: 3 clusters Score -2277412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2277413.250000 Penalty: 3182.417236
	Iteration 40F: 3 clusters Score -2277413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2277415.500000 Penalty: 3182.417236
	Iteration 41Q: 3 clusters Score -2277416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2277421.750000 Penalty: 3182.417236
	Iteration 42Q: 3 clusters Score -2277422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2277418.500000 Penalty: 3182.417236
	Iteration 43Q: 3 clusters Score -2277418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2277420.250000 Penalty: 3182.417236
	Iteration 44Q: 3 clusters Score -2277420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2277422.250000 Penalty: 3182.417236
	Iteration 45Q: 3 clusters Score -2277422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2277421.250000 Penalty: 3182.417236
	Iteration 46Q: 3 clusters Score -2277421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2277422.250000 Penalty: 3182.417236
	Iteration 47Q: 3 clusters Score -2277422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2277421.000000 Penalty: 3182.417236
	Iteration 48Q: 3 clusters Score -2277421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2277424.750000 Penalty: 3182.417236
	Iteration 49Q: 3 clusters Score -2277425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2277424.750000 Penalty: 3182.417236
	Iteration 50F: 3 clusters Score -2277425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Entering Unmasked Estep 
Score: -108597.437500 Penalty: 1098.755615
	Iteration 0F: 2 clusters Score -108597.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -107253.835938 Penalty: 2197.511230
	Iteration 0F: 3 clusters Score -107253.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -107485.562500 Penalty: 2197.511230
	Iteration 1F: 3 clusters Score -107485.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -107541.281250 Penalty: 2197.511230
	Iteration 2F: 3 clusters Score -107541.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -107559.843750 Penalty: 2197.511230
	Iteration 3Q: 3 clusters Score -107559.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -107570.265625 Penalty: 2197.511230
	Iteration 4Q: 3 clusters Score -107570.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -107575.234375 Penalty: 2197.511230
	Iteration 5Q: 3 clusters Score -107575.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -107584.250000 Penalty: 2197.511230
	Iteration 6Q: 3 clusters Score -107584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -107588.828125 Penalty: 2197.511230
	Iteration 7Q: 3 clusters Score -107588.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -107592.820312 Penalty: 2197.511230
	Iteration 8Q: 3 clusters Score -107592.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -107597.367188 Penalty: 2197.511230
	Iteration 9Q: 3 clusters Score -107597.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -107604.453125 Penalty: 2197.511230
	Iteration 10Q: 3 clusters Score -107604.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -107610.882812 Penalty: 2197.511230
	Iteration 11Q: 3 clusters Score -107610.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -107613.570312 Penalty: 2197.511230
	Iteration 12Q: 3 clusters Score -107613.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -107614.242188 Penalty: 2197.511230
	Iteration 13Q: 3 clusters Score -107614.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -107614.242188 Penalty: 2197.511230
	Iteration 14F: 3 clusters Score -107614.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -51465.945312 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -51465.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -50530.359375 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -50530.36 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50627.988281 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -50627.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -50656.582031 Penalty: 1876.729248
	Iteration 2Q: 3 clusters Score -50656.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -50674.937500 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -50674.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -50682.351562 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -50682.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -50690.105469 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -50690.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -50691.765625 Penalty: 1876.729248
	Iteration 6Q: 3 clusters Score -50691.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -50691.765625 Penalty: 1876.729248
	Iteration 7F: 3 clusters Score -50691.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -33972.929688 Penalty: 969.914978
	Iteration 0F: 2 clusters Score -33972.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33018.054688 Penalty: 1939.829956
	Iteration 0F: 3 clusters Score -33018.05 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33228.867188 Penalty: 1939.829956
	Iteration 1F: 3 clusters Score -33228.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33311.464844 Penalty: 1939.829956
	Iteration 2F: 3 clusters Score -33311.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33356.343750 Penalty: 1939.829956
	Iteration 3F: 3 clusters Score -33356.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33379.652344 Penalty: 1939.829956
	Iteration 4Q: 3 clusters Score -33379.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33424.945312 Penalty: 1939.829956
	Iteration 5Q: 3 clusters Score -33424.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -33469.082031 Penalty: 1939.829956
	Iteration 6Q: 3 clusters Score -33469.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33535.082031 Penalty: 1939.829956
	Iteration 7Q: 3 clusters Score -33535.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -33581.949219 Penalty: 1939.829956
	Iteration 8Q: 3 clusters Score -33581.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33596.148438 Penalty: 1939.829956
	Iteration 9Q: 3 clusters Score -33596.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -33612.761719 Penalty: 1939.829956
	Iteration 10Q: 3 clusters Score -33612.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -33614.867188 Penalty: 1939.829956
	Iteration 11Q: 3 clusters Score -33614.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33620.738281 Penalty: 1939.829956
	Iteration 12Q: 3 clusters Score -33620.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33620.738281 Penalty: 1939.829956
	Iteration 13F: 3 clusters Score -33620.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Entering Unmasked Estep 
Score: -6573275.500000 Penalty: 1757.265381
	Iteration 0F: 2 clusters Score -6573276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -6542245.500000 Penalty: 3514.530762
	Iteration 0F: 3 clusters Score -6542246 nChanged 23365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -6555349.500000 Penalty: 3514.530762
	Iteration 1F: 3 clusters Score -6555350 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -6555740.500000 Penalty: 3514.530762
	Iteration 2Q: 3 clusters Score -6555740 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -6556329.500000 Penalty: 3514.530762
	Iteration 3Q: 3 clusters Score -6556330 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -6556931.000000 Penalty: 3514.530762
	Iteration 4Q: 3 clusters Score -6556931 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -6557859.500000 Penalty: 3514.530762
	Iteration 5Q: 3 clusters Score -6557860 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -6559155.000000 Penalty: 3514.530762
	Iteration 6Q: 3 clusters Score -6559155 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -6560832.500000 Penalty: 3514.530762
	Iteration 7F: 3 clusters Score -6560832 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -6562828.000000 Penalty: 3514.530762
	Iteration 8F: 3 clusters Score -6562828 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -6564456.000000 Penalty: 3514.530762
	Iteration 9F: 3 clusters Score -6564456 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -6565497.000000 Penalty: 3514.530762
	Iteration 10Q: 3 clusters Score -6565497 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -6565929.000000 Penalty: 3514.530762
	Iteration 11Q: 3 clusters Score -6565929 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -6566050.000000 Penalty: 3514.530762
	Iteration 12Q: 3 clusters Score -6566050 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -6566103.500000 Penalty: 3514.530762
	Iteration 13Q: 3 clusters Score -6566104 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -6566143.000000 Penalty: 3514.530762
	Iteration 14Q: 3 clusters Score -6566143 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -6566192.500000 Penalty: 3514.530762
	Iteration 15Q: 3 clusters Score -6566192 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -6566307.000000 Penalty: 3514.530762
	Iteration 16Q: 3 clusters Score -6566307 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -6566470.000000 Penalty: 3514.530762
	Iteration 17Q: 3 clusters Score -6566470 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -6566666.000000 Penalty: 3514.530762
	Iteration 18Q: 3 clusters Score -6566666 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -6566892.000000 Penalty: 3514.530762
	Iteration 19Q: 3 clusters Score -6566892 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -6567172.500000 Penalty: 3514.530762
	Iteration 20F: 3 clusters Score -6567172 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -6567394.000000 Penalty: 3514.530762
	Iteration 21Q: 3 clusters Score -6567394 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -6567595.500000 Penalty: 3514.530762
	Iteration 22Q: 3 clusters Score -6567596 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -6567789.500000 Penalty: 3514.530762
	Iteration 23Q: 3 clusters Score -6567790 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -6567948.500000 Penalty: 3514.530762
	Iteration 24Q: 3 clusters Score -6567948 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -6568102.500000 Penalty: 3514.530762
	Iteration 25Q: 3 clusters Score -6568102 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -6568216.500000 Penalty: 3514.530762
	Iteration 26Q: 3 clusters Score -6568216 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -6568321.500000 Penalty: 3514.530762
	Iteration 27Q: 3 clusters Score -6568322 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -6568395.500000 Penalty: 3514.530762
	Iteration 28Q: 3 clusters Score -6568396 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -6568460.000000 Penalty: 3514.530762
	Iteration 29Q: 3 clusters Score -6568460 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -6568531.500000 Penalty: 3514.530762
	Iteration 30Q: 3 clusters Score -6568532 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -6568600.000000 Penalty: 3514.530762
	Iteration 31Q: 3 clusters Score -6568600 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -6568659.000000 Penalty: 3514.530762
	Iteration 32Q: 3 clusters Score -6568659 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -6568707.000000 Penalty: 3514.530762
	Iteration 33Q: 3 clusters Score -6568707 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -6568755.000000 Penalty: 3514.530762
	Iteration 34Q: 3 clusters Score -6568755 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -6568780.500000 Penalty: 3514.530762
	Iteration 35Q: 3 clusters Score -6568780 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -6568806.500000 Penalty: 3514.530762
	Iteration 36Q: 3 clusters Score -6568806 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -6568821.000000 Penalty: 3514.530762
	Iteration 37Q: 3 clusters Score -6568821 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -6568829.500000 Penalty: 3514.530762
	Iteration 38Q: 3 clusters Score -6568830 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -6568863.500000 Penalty: 3514.530762
	Iteration 39Q: 3 clusters Score -6568864 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -6568875.000000 Penalty: 3514.530762
	Iteration 40F: 3 clusters Score -6568875 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -6568893.500000 Penalty: 3514.530762
	Iteration 41Q: 3 clusters Score -6568894 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -6568899.500000 Penalty: 3514.530762
	Iteration 42Q: 3 clusters Score -6568900 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -6568909.000000 Penalty: 3514.530762
	Iteration 43Q: 3 clusters Score -6568909 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -6568930.000000 Penalty: 3514.530762
	Iteration 44Q: 3 clusters Score -6568930 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -6568973.500000 Penalty: 3514.530762
	Iteration 45Q: 3 clusters Score -6568974 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -6568972.000000 Penalty: 3514.530762
	Iteration 46Q: 3 clusters Score -6568972 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -6568994.500000 Penalty: 3514.530762
	Iteration 47Q: 3 clusters Score -6568994 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -6569055.000000 Penalty: 3514.530762
	Iteration 48Q: 3 clusters Score -6569055 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -6569083.000000 Penalty: 3514.530762
	Iteration 49Q: 3 clusters Score -6569083 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -6569100.000000 Penalty: 3514.530762
	Iteration 50Q: 3 clusters Score -6569100 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -6569138.000000 Penalty: 3514.530762
	Iteration 51Q: 3 clusters Score -6569138 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -6569201.500000 Penalty: 3514.530762
	Iteration 52Q: 3 clusters Score -6569202 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -6569258.500000 Penalty: 3514.530762
	Iteration 53Q: 3 clusters Score -6569258 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -6569320.500000 Penalty: 3514.530762
	Iteration 54Q: 3 clusters Score -6569320 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -6569408.000000 Penalty: 3514.530762
	Iteration 55Q: 3 clusters Score -6569408 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -6569530.000000 Penalty: 3514.530762
	Iteration 56Q: 3 clusters Score -6569530 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -6569626.000000 Penalty: 3514.530762
	Iteration 57Q: 3 clusters Score -6569626 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -6569829.500000 Penalty: 3514.530762
	Iteration 58Q: 3 clusters Score -6569830 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -6570024.500000 Penalty: 3514.530762
	Iteration 59Q: 3 clusters Score -6570024 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -6570335.500000 Penalty: 3514.530762
	Iteration 60F: 3 clusters Score -6570336 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -6570546.000000 Penalty: 3514.530762
	Iteration 61Q: 3 clusters Score -6570546 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -6570802.000000 Penalty: 3514.530762
	Iteration 62Q: 3 clusters Score -6570802 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -6571023.500000 Penalty: 3514.530762
	Iteration 63Q: 3 clusters Score -6571024 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -6571362.500000 Penalty: 3514.530762
	Iteration 64Q: 3 clusters Score -6571362 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -6571650.500000 Penalty: 3514.530762
	Iteration 65Q: 3 clusters Score -6571650 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -6571665.500000 Penalty: 3514.530762
	Iteration 66Q: 3 clusters Score -6571666 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -6571768.500000 Penalty: 3514.530762
	Iteration 67Q: 3 clusters Score -6571768 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -6571785.000000 Penalty: 3514.530762
	Iteration 68Q: 3 clusters Score -6571785 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -6571842.500000 Penalty: 3514.530762
	Iteration 69Q: 3 clusters Score -6571842 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -6571877.000000 Penalty: 3514.530762
	Iteration 70Q: 3 clusters Score -6571877 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -6571889.500000 Penalty: 3514.530762
	Iteration 71Q: 3 clusters Score -6571890 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -6571871.500000 Penalty: 3514.530762
	Iteration 72Q: 3 clusters Score -6571872 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -6571863.500000 Penalty: 3514.530762
	Iteration 73Q: 3 clusters Score -6571864 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -6571866.000000 Penalty: 3514.530762
	Iteration 74Q: 3 clusters Score -6571866 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -6571869.500000 Penalty: 3514.530762
	Iteration 75Q: 3 clusters Score -6571870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -6571868.500000 Penalty: 3514.530762
	Iteration 76Q: 3 clusters Score -6571868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -6571865.000000 Penalty: 3514.530762
	Iteration 77Q: 3 clusters Score -6571865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -6571862.000000 Penalty: 3514.530762
	Iteration 78Q: 3 clusters Score -6571862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -6571858.500000 Penalty: 3514.530762
	Iteration 79Q: 3 clusters Score -6571858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -6571859.000000 Penalty: 3514.530762
	Iteration 80F: 3 clusters Score -6571859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -6571863.000000 Penalty: 3514.530762
	Iteration 81Q: 3 clusters Score -6571863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -6571862.000000 Penalty: 3514.530762
	Iteration 82Q: 3 clusters Score -6571862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -6571862.000000 Penalty: 3514.530762
	Iteration 83F: 3 clusters Score -6571862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -31939.314453 Penalty: 953.760742
	Iteration 0F: 2 clusters Score -31939.31 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 170 members 
Entering Unmasked Estep 
Score: -31072.398438 Penalty: 1907.521484
	Iteration 0F: 3 clusters Score -31072.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31304.765625 Penalty: 1907.521484
	Iteration 1F: 3 clusters Score -31304.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31430.257812 Penalty: 1907.521484
	Iteration 2F: 3 clusters Score -31430.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -31495.033203 Penalty: 1907.521484
	Iteration 3Q: 3 clusters Score -31495.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31516.605469 Penalty: 1907.521484
	Iteration 4Q: 3 clusters Score -31516.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31528.009766 Penalty: 1907.521484
	Iteration 5Q: 3 clusters Score -31528.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31533.363281 Penalty: 1907.521484
	Iteration 6Q: 3 clusters Score -31533.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31534.035156 Penalty: 1907.521484
	Iteration 7Q: 3 clusters Score -31534.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31534.035156 Penalty: 1907.521484
	Iteration 8F: 3 clusters Score -31534.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Entering Unmasked Estep 
Score: -420437.500000 Penalty: 1321.421509
	Iteration 0F: 2 clusters Score -420437.5 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 1699 members 
Entering Unmasked Estep 
Score: -417470.812500 Penalty: 2642.843018
	Iteration 0F: 3 clusters Score -417470.8 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -418210.437500 Penalty: 2642.843018
	Iteration 1F: 3 clusters Score -418210.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -418441.375000 Penalty: 2642.843018
	Iteration 2F: 3 clusters Score -418441.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -418675.718750 Penalty: 2642.843018
	Iteration 3F: 3 clusters Score -418675.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -418902.937500 Penalty: 2642.843018
	Iteration 4F: 3 clusters Score -418902.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -419140.000000 Penalty: 2642.843018
	Iteration 5F: 3 clusters Score -419140 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -419355.250000 Penalty: 2642.843018
	Iteration 6F: 3 clusters Score -419355.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -419523.218750 Penalty: 2642.843018
	Iteration 7F: 3 clusters Score -419523.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -419618.187500 Penalty: 2642.843018
	Iteration 8Q: 3 clusters Score -419618.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -419691.500000 Penalty: 2642.843018
	Iteration 9Q: 3 clusters Score -419691.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -419742.187500 Penalty: 2642.843018
	Iteration 10Q: 3 clusters Score -419742.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -419776.750000 Penalty: 2642.843018
	Iteration 11Q: 3 clusters Score -419776.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -419800.062500 Penalty: 2642.843018
	Iteration 12Q: 3 clusters Score -419800.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -419810.593750 Penalty: 2642.843018
	Iteration 13Q: 3 clusters Score -419810.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -419817.687500 Penalty: 2642.843018
	Iteration 14Q: 3 clusters Score -419817.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -419820.625000 Penalty: 2642.843018
	Iteration 15Q: 3 clusters Score -419820.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -419823.687500 Penalty: 2642.843018
	Iteration 16Q: 3 clusters Score -419823.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -419826.312500 Penalty: 2642.843018
	Iteration 17Q: 3 clusters Score -419826.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -419831.156250 Penalty: 2642.843018
	Iteration 18Q: 3 clusters Score -419831.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -419834.468750 Penalty: 2642.843018
	Iteration 19Q: 3 clusters Score -419834.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -419836.750000 Penalty: 2642.843018
	Iteration 20F: 3 clusters Score -419836.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -419840.375000 Penalty: 2642.843018
	Iteration 21Q: 3 clusters Score -419840.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -419843.687500 Penalty: 2642.843018
	Iteration 22Q: 3 clusters Score -419843.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -419845.781250 Penalty: 2642.843018
	Iteration 23Q: 3 clusters Score -419845.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -419847.031250 Penalty: 2642.843018
	Iteration 24Q: 3 clusters Score -419847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -419849.156250 Penalty: 2642.843018
	Iteration 25Q: 3 clusters Score -419849.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -419851.875000 Penalty: 2642.843018
	Iteration 26Q: 3 clusters Score -419851.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -419855.062500 Penalty: 2642.843018
	Iteration 27Q: 3 clusters Score -419855.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -419856.718750 Penalty: 2642.843018
	Iteration 28Q: 3 clusters Score -419856.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -419856.718750 Penalty: 2642.843018
	Iteration 29F: 3 clusters Score -419856.7 nChanged 0
--- Evaluating fit on full set of 1266552 points ---
Entering Unmasked Estep 
Score: -161820288.000000 Penalty: 43384.957031
23->20 Clusters: Score -161820288.000000, best is -162102032.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 422184 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 18626 members 
Mstep: Class 3 contains 18503 members 
Mstep: Class 4 contains 18337 members 
Mstep: Class 5 contains 18433 members 
Mstep: Class 6 contains 18549 members 
Mstep: Class 7 contains 18436 members 
Mstep: Class 8 contains 18249 members 
Mstep: Class 9 contains 18195 members 
Mstep: Class 10 contains 18263 members 
Mstep: Class 11 contains 18177 members 
Mstep: Class 12 contains 18210 members 
Mstep: Class 13 contains 17999 members 
Mstep: Class 14 contains 18077 members 
Mstep: Class 15 contains 18391 members 
Mstep: Class 16 contains 18245 members 
Mstep: Class 17 contains 18662 members 
Mstep: Class 18 contains 18457 members 
Mstep: Class 19 contains 18203 members 
Mstep: Class 20 contains 18416 members 
Mstep: Class 21 contains 18334 members 
Mstep: Class 22 contains 18499 members 
Mstep: Class 23 contains 18427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 498.320557 but Gain 2104.894531
Score: -51406212.000000 Penalty: 46307.675781
Iteration 0F: 23 clusters Score -5.140621e+07 nChanged 403728
Entering Unmasked Mstep 
Mstep: Class 0 contains 984 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 1690 members 
Mstep: Class 4 contains 575 members 
Mstep: Class 5 contains 14479 members 
Mstep: Class 6 contains 36243 members 
Mstep: Class 7 contains 1243 members 
Mstep: Class 8 contains 8476 members 
Mstep: Class 9 contains 14540 members 
Mstep: Class 10 contains 7020 members 
Mstep: Class 11 contains 25828 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 9041 members 
Mstep: Class 14 contains 6511 members 
Mstep: Class 15 contains 224140 members 
Mstep: Class 16 contains 2532 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 868 members 
Mstep: Class 19 contains 5335 members 
Mstep: Class 20 contains 652 members 
Mstep: Class 21 contains 5756 members 
Mstep: Class 22 contains 13841 members 
Mstep: Class 23 contains 8648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1279.953735 but Gain 2104.894531
Score: -53446528.000000 Penalty: 44202.781250
Iteration 1F: 22 clusters Score -5.344653e+07 nChanged 100836
Entering Unmasked Mstep 
Mstep: Class 0 contains 633 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 4 contains 282 members 
Mstep: Class 5 contains 8246 members 
Mstep: Class 6 contains 40426 members 
Mstep: Class 7 contains 639 members 
Mstep: Class 8 contains 4923 members 
Mstep: Class 9 contains 8260 members 
Mstep: Class 10 contains 3233 members 
Mstep: Class 11 contains 22057 members 
Mstep: Class 12 contains 3053 members 
Mstep: Class 13 contains 4371 members 
Mstep: Class 14 contains 6009 members 
Mstep: Class 15 contains 263837 members 
Mstep: Class 16 contains 427 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 1249 members 
Mstep: Class 19 contains 2838 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 5218 members 
Mstep: Class 22 contains 9188 members 
Mstep: Class 23 contains 6134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 963.497742 but Gain 2104.890625
Score: -53509652.000000 Penalty: 42097.890625
Iteration 2F: 21 clusters Score -5.350965e+07 nChanged 70771
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 7241 members 
Mstep: Class 6 contains 48904 members 
Mstep: Class 7 contains 809 members 
Mstep: Class 8 contains 3724 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 10 contains 2351 members 
Mstep: Class 11 contains 18663 members 
Mstep: Class 12 contains 4035 members 
Mstep: Class 13 contains 2346 members 
Mstep: Class 14 contains 8329 members 
Mstep: Class 15 contains 264669 members 
Mstep: Class 16 contains 296 members 
Mstep: Class 17 contains 1342 members 
Mstep: Class 18 contains 1374 members 
Mstep: Class 19 contains 2010 members 
Mstep: Class 21 contains 6760 members 
Mstep: Class 22 contains 6283 members 
Mstep: Class 23 contains 5617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1360.832397 but Gain 2104.894531
Score: -53571080.000000 Penalty: 39992.996094
Iteration 3F: 20 clusters Score -5.357108e+07 nChanged 57041
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 4 contains 571 members 
Mstep: Class 5 contains 7792 members 
Mstep: Class 6 contains 65027 members 
Mstep: Class 7 contains 880 members 
Mstep: Class 8 contains 3317 members 
Mstep: Class 9 contains 3585 members 
Mstep: Class 10 contains 2177 members 
Mstep: Class 11 contains 15845 members 
Mstep: Class 12 contains 4103 members 
Mstep: Class 14 contains 11514 members 
Mstep: Class 15 contains 246739 members 
Mstep: Class 16 contains 433 members 
Mstep: Class 17 contains 1189 members 
Mstep: Class 18 contains 1323 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 21 contains 8027 members 
Mstep: Class 22 contains 4843 members 
Mstep: Class 23 contains 6764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53659316.000000 Penalty: 39992.996094
Iteration 4F: 20 clusters Score -5.365932e+07 nChanged 52012
Entering Unmasked Mstep 
Mstep: Class 0 contains 295 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 8357 members 
Mstep: Class 6 contains 81650 members 
Mstep: Class 7 contains 908 members 
Mstep: Class 8 contains 2958 members 
Mstep: Class 9 contains 2259 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 12298 members 
Mstep: Class 12 contains 4119 members 
Mstep: Class 14 contains 14132 members 
Mstep: Class 15 contains 226323 members 
Mstep: Class 16 contains 551 members 
Mstep: Class 17 contains 1085 members 
Mstep: Class 18 contains 1359 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 21 contains 8238 members 
Mstep: Class 22 contains 3608 members 
Mstep: Class 23 contains 8802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1457.896240 but Gain 2104.894531
Score: -53717556.000000 Penalty: 37888.101562
Iteration 5F: 19 clusters Score -5.371756e+07 nChanged 53353
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 8526 members 
Mstep: Class 6 contains 94157 members 
Mstep: Class 7 contains 948 members 
Mstep: Class 8 contains 2727 members 
Mstep: Class 10 contains 1892 members 
Mstep: Class 11 contains 9138 members 
Mstep: Class 12 contains 4353 members 
Mstep: Class 14 contains 16000 members 
Mstep: Class 15 contains 210091 members 
Mstep: Class 16 contains 665 members 
Mstep: Class 17 contains 983 members 
Mstep: Class 18 contains 1438 members 
Mstep: Class 19 contains 2150 members 
Mstep: Class 21 contains 7855 members 
Mstep: Class 22 contains 2677 members 
Mstep: Class 23 contains 11710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2006.075317 but Gain 2104.894531
Score: -53742120.000000 Penalty: 35783.207031
Iteration 6F: 18 clusters Score -5.374212e+07 nChanged 51461
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 4 contains 649 members 
Mstep: Class 5 contains 8499 members 
Mstep: Class 6 contains 104682 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 2569 members 
Mstep: Class 10 contains 1789 members 
Mstep: Class 11 contains 6509 members 
Mstep: Class 12 contains 4778 members 
Mstep: Class 14 contains 17653 members 
Mstep: Class 15 contains 191718 members 
Mstep: Class 16 contains 774 members 
Mstep: Class 17 contains 884 members 
Mstep: Class 18 contains 1494 members 
Mstep: Class 19 contains 2441 members 
Mstep: Class 21 contains 7414 members 
Mstep: Class 23 contains 15434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53757384.000000 Penalty: 35783.207031
Iteration 7F: 18 clusters Score -5.375738e+07 nChanged 48584
Entering Unmasked Mstep 
Mstep: Class 0 contains 238 members 
Mstep: Class 1 contains 63901 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 8081 members 
Mstep: Class 6 contains 117334 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 2474 members 
Mstep: Class 10 contains 1821 members 
Mstep: Class 11 contains 4715 members 
Mstep: Class 12 contains 5226 members 
Mstep: Class 14 contains 19373 members 
Mstep: Class 15 contains 164633 members 
Mstep: Class 16 contains 889 members 
Mstep: Class 17 contains 779 members 
Mstep: Class 18 contains 1507 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 21 contains 6827 members 
Mstep: Class 23 contains 20004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53808132.000000 Penalty: 35783.207031
Iteration 8F: 18 clusters Score -5.380813e+07 nChanged 43464
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 73571 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 7439 members 
Mstep: Class 6 contains 128872 members 
Mstep: Class 7 contains 1021 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 10 contains 1895 members 
Mstep: Class 11 contains 3271 members 
Mstep: Class 12 contains 5732 members 
Mstep: Class 14 contains 20843 members 
Mstep: Class 15 contains 139398 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 709 members 
Mstep: Class 18 contains 1490 members 
Mstep: Class 19 contains 3036 members 
Mstep: Class 21 contains 6284 members 
Mstep: Class 23 contains 24388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1978.946533 but Gain 2104.894531
Score: -53851220.000000 Penalty: 33678.312500
Iteration 9F: 17 clusters Score -5.385122e+07 nChanged 38270
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 79240 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 6702 members 
Mstep: Class 6 contains 132823 members 
Mstep: Class 7 contains 1060 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 10 contains 1815 members 
Mstep: Class 12 contains 6197 members 
Mstep: Class 14 contains 21597 members 
Mstep: Class 15 contains 128587 members 
Mstep: Class 16 contains 1021 members 
Mstep: Class 17 contains 655 members 
Mstep: Class 18 contains 1464 members 
Mstep: Class 19 contains 3638 members 
Mstep: Class 21 contains 5854 members 
Mstep: Class 23 contains 28317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53876568.000000 Penalty: 33678.312500
Iteration 10F: 17 clusters Score -5.387657e+07 nChanged 27538
Entering Unmasked Mstep 
Mstep: Class 0 contains 194 members 
Mstep: Class 1 contains 81432 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 6093 members 
Mstep: Class 6 contains 130249 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 2313 members 
Mstep: Class 10 contains 1701 members 
Mstep: Class 12 contains 6555 members 
Mstep: Class 14 contains 22486 members 
Mstep: Class 15 contains 125357 members 
Mstep: Class 16 contains 1076 members 
Mstep: Class 17 contains 606 members 
Mstep: Class 18 contains 1419 members 
Mstep: Class 19 contains 4475 members 
Mstep: Class 21 contains 5542 members 
Mstep: Class 23 contains 30901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53896476.000000 Penalty: 33678.312500
Iteration 11F: 17 clusters Score -5.389648e+07 nChanged 21345
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 82417 members 
Mstep: Class 4 contains 693 members 
Mstep: Class 5 contains 5655 members 
Mstep: Class 6 contains 127652 members 
Mstep: Class 7 contains 1132 members 
Mstep: Class 8 contains 2344 members 
Mstep: Class 10 contains 1681 members 
Mstep: Class 12 contains 6791 members 
Mstep: Class 14 contains 24183 members 
Mstep: Class 15 contains 122788 members 
Mstep: Class 16 contains 1128 members 
Mstep: Class 17 contains 577 members 
Mstep: Class 18 contains 1364 members 
Mstep: Class 19 contains 5234 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 23 contains 32938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53913876.000000 Penalty: 33678.312500
Iteration 12F: 17 clusters Score -5.391388e+07 nChanged 18175
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 81908 members 
Mstep: Class 4 contains 697 members 
Mstep: Class 5 contains 5451 members 
Mstep: Class 6 contains 125887 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 10 contains 1695 members 
Mstep: Class 12 contains 6937 members 
Mstep: Class 14 contains 26885 members 
Mstep: Class 15 contains 120342 members 
Mstep: Class 16 contains 1162 members 
Mstep: Class 17 contains 554 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 5915 members 
Mstep: Class 21 contains 5406 members 
Mstep: Class 23 contains 34303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53926568.000000 Penalty: 33678.312500
Iteration 13Q: 17 clusters Score -5.392657e+07 nChanged 16815
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 80457 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 5360 members 
Mstep: Class 6 contains 124633 members 
Mstep: Class 7 contains 1140 members 
Mstep: Class 8 contains 2606 members 
Mstep: Class 10 contains 1764 members 
Mstep: Class 12 contains 7033 members 
Mstep: Class 14 contains 30658 members 
Mstep: Class 15 contains 117558 members 
Mstep: Class 16 contains 1183 members 
Mstep: Class 17 contains 532 members 
Mstep: Class 18 contains 1179 members 
Mstep: Class 19 contains 6453 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 23 contains 35332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53938416.000000 Penalty: 33678.312500
Iteration 14Q: 17 clusters Score -5.393842e+07 nChanged 15820
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 78275 members 
Mstep: Class 4 contains 710 members 
Mstep: Class 5 contains 5350 members 
Mstep: Class 6 contains 123556 members 
Mstep: Class 7 contains 1141 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 10 contains 1903 members 
Mstep: Class 12 contains 7079 members 
Mstep: Class 14 contains 35191 members 
Mstep: Class 15 contains 114857 members 
Mstep: Class 16 contains 1198 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 18 contains 1082 members 
Mstep: Class 19 contains 6877 members 
Mstep: Class 21 contains 5560 members 
Mstep: Class 23 contains 35979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53948160.000000 Penalty: 33678.312500
Iteration 15Q: 17 clusters Score -5.394816e+07 nChanged 15491
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 75482 members 
Mstep: Class 4 contains 719 members 
Mstep: Class 5 contains 5472 members 
Mstep: Class 6 contains 122359 members 
Mstep: Class 7 contains 1152 members 
Mstep: Class 8 contains 2900 members 
Mstep: Class 10 contains 2074 members 
Mstep: Class 12 contains 7096 members 
Mstep: Class 14 contains 40301 members 
Mstep: Class 15 contains 112495 members 
Mstep: Class 16 contains 1208 members 
Mstep: Class 17 contains 502 members 
Mstep: Class 18 contains 1010 members 
Mstep: Class 19 contains 7205 members 
Mstep: Class 21 contains 5735 members 
Mstep: Class 23 contains 36310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53957236.000000 Penalty: 33678.312500
Iteration 16Q: 17 clusters Score -5.395724e+07 nChanged 14575
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 72396 members 
Mstep: Class 4 contains 722 members 
Mstep: Class 5 contains 5666 members 
Mstep: Class 6 contains 121215 members 
Mstep: Class 7 contains 1156 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 10 contains 2293 members 
Mstep: Class 12 contains 7088 members 
Mstep: Class 14 contains 45662 members 
Mstep: Class 15 contains 110315 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 944 members 
Mstep: Class 19 contains 7408 members 
Mstep: Class 21 contains 5973 members 
Mstep: Class 23 contains 36422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53964532.000000 Penalty: 33678.312500
Iteration 17Q: 17 clusters Score -5.396453e+07 nChanged 13569
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 69127 members 
Mstep: Class 4 contains 724 members 
Mstep: Class 5 contains 5896 members 
Mstep: Class 6 contains 119835 members 
Mstep: Class 7 contains 1161 members 
Mstep: Class 8 contains 3185 members 
Mstep: Class 10 contains 2519 members 
Mstep: Class 12 contains 7041 members 
Mstep: Class 14 contains 51157 members 
Mstep: Class 15 contains 108523 members 
Mstep: Class 16 contains 1214 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 901 members 
Mstep: Class 19 contains 7565 members 
Mstep: Class 21 contains 6247 members 
Mstep: Class 23 contains 36432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53972064.000000 Penalty: 33678.312500
Iteration 18Q: 17 clusters Score -5.397206e+07 nChanged 14300
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 65177 members 
Mstep: Class 4 contains 726 members 
Mstep: Class 5 contains 6228 members 
Mstep: Class 6 contains 118232 members 
Mstep: Class 7 contains 1164 members 
Mstep: Class 8 contains 3360 members 
Mstep: Class 10 contains 2744 members 
Mstep: Class 12 contains 6961 members 
Mstep: Class 14 contains 57057 members 
Mstep: Class 15 contains 107309 members 
Mstep: Class 16 contains 1214 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 859 members 
Mstep: Class 19 contains 7648 members 
Mstep: Class 21 contains 6546 members 
Mstep: Class 23 contains 36302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53975508.000000 Penalty: 33678.312500
Iteration 19Q: 17 clusters Score -5.397551e+07 nChanged 14669
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 4 contains 726 members 
Mstep: Class 5 contains 6591 members 
Mstep: Class 6 contains 116505 members 
Mstep: Class 7 contains 1166 members 
Mstep: Class 8 contains 3538 members 
Mstep: Class 10 contains 2986 members 
Mstep: Class 12 contains 6836 members 
Mstep: Class 14 contains 61932 members 
Mstep: Class 15 contains 107000 members 
Mstep: Class 16 contains 1214 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 7669 members 
Mstep: Class 21 contains 6839 members 
Mstep: Class 23 contains 36168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53974620.000000 Penalty: 33678.312500
Iteration 20F: 17 clusters Score -5.397462e+07 nChanged 13137
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 58768 members 
Mstep: Class 4 contains 726 members 
Mstep: Class 5 contains 7005 members 
Mstep: Class 6 contains 115166 members 
Mstep: Class 7 contains 1166 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 10 contains 3337 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 14 contains 64934 members 
Mstep: Class 15 contains 106976 members 
Mstep: Class 16 contains 1218 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 820 members 
Mstep: Class 19 contains 7706 members 
Mstep: Class 21 contains 7153 members 
Mstep: Class 23 contains 36113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53972204.000000 Penalty: 33678.312500
Iteration 21Q: 17 clusters Score -5.39722e+07 nChanged 10518
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 4 contains 726 members 
Mstep: Class 5 contains 7464 members 
Mstep: Class 6 contains 114218 members 
Mstep: Class 7 contains 1168 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 12 contains 6589 members 
Mstep: Class 14 contains 66178 members 
Mstep: Class 15 contains 107062 members 
Mstep: Class 16 contains 1223 members 
Mstep: Class 17 contains 500 members 
Mstep: Class 18 contains 814 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 21 contains 7421 members 
Mstep: Class 23 contains 36162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53970820.000000 Penalty: 33678.312500
Iteration 22Q: 17 clusters Score -5.397082e+07 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 56166 members 
Mstep: Class 4 contains 726 members 
Mstep: Class 5 contains 7911 members 
Mstep: Class 6 contains 113202 members 
Mstep: Class 7 contains 1164 members 
Mstep: Class 8 contains 4075 members 
Mstep: Class 10 contains 4174 members 
Mstep: Class 12 contains 6479 members 
Mstep: Class 14 contains 66781 members 
Mstep: Class 15 contains 107051 members 
Mstep: Class 16 contains 1226 members 
Mstep: Class 17 contains 498 members 
Mstep: Class 18 contains 813 members 
Mstep: Class 19 contains 7825 members 
Mstep: Class 21 contains 7635 members 
Mstep: Class 23 contains 36311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53970900.000000 Penalty: 33678.312500
Iteration 23Q: 17 clusters Score -5.39709e+07 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 4 contains 727 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 6 contains 112199 members 
Mstep: Class 7 contains 1166 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 10 contains 4664 members 
Mstep: Class 12 contains 6403 members 
Mstep: Class 14 contains 66970 members 
Mstep: Class 15 contains 106890 members 
Mstep: Class 16 contains 1229 members 
Mstep: Class 17 contains 496 members 
Mstep: Class 18 contains 807 members 
Mstep: Class 19 contains 7912 members 
Mstep: Class 21 contains 7819 members 
Mstep: Class 23 contains 36501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53971780.000000 Penalty: 33678.312500
Iteration 24Q: 17 clusters Score -5.397178e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 4 contains 728 members 
Mstep: Class 5 contains 8662 members 
Mstep: Class 6 contains 111215 members 
Mstep: Class 7 contains 1166 members 
Mstep: Class 8 contains 4376 members 
Mstep: Class 10 contains 5170 members 
Mstep: Class 12 contains 6354 members 
Mstep: Class 14 contains 66965 members 
Mstep: Class 15 contains 106535 members 
Mstep: Class 16 contains 1230 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 799 members 
Mstep: Class 19 contains 8012 members 
Mstep: Class 21 contains 7995 members 
Mstep: Class 23 contains 36733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53972596.000000 Penalty: 33678.312500
Iteration 25Q: 17 clusters Score -5.39726e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 55739 members 
Mstep: Class 4 contains 727 members 
Mstep: Class 5 contains 8996 members 
Mstep: Class 6 contains 110071 members 
Mstep: Class 7 contains 1167 members 
Mstep: Class 8 contains 4510 members 
Mstep: Class 10 contains 5721 members 
Mstep: Class 12 contains 6295 members 
Mstep: Class 14 contains 66934 members 
Mstep: Class 15 contains 106140 members 
Mstep: Class 16 contains 1229 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 8083 members 
Mstep: Class 21 contains 8162 members 
Mstep: Class 23 contains 36986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53973580.000000 Penalty: 33678.312500
Iteration 26Q: 17 clusters Score -5.397358e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 4 contains 735 members 
Mstep: Class 5 contains 9357 members 
Mstep: Class 6 contains 108717 members 
Mstep: Class 7 contains 1159 members 
Mstep: Class 8 contains 4607 members 
Mstep: Class 10 contains 6293 members 
Mstep: Class 12 contains 6236 members 
Mstep: Class 14 contains 66754 members 
Mstep: Class 15 contains 105927 members 
Mstep: Class 16 contains 1227 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 786 members 
Mstep: Class 19 contains 8144 members 
Mstep: Class 21 contains 8306 members 
Mstep: Class 23 contains 37203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53974780.000000 Penalty: 33678.312500
Iteration 27Q: 17 clusters Score -5.397478e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 4 contains 741 members 
Mstep: Class 5 contains 9712 members 
Mstep: Class 6 contains 107136 members 
Mstep: Class 7 contains 1155 members 
Mstep: Class 8 contains 4691 members 
Mstep: Class 10 contains 6883 members 
Mstep: Class 12 contains 6198 members 
Mstep: Class 14 contains 66626 members 
Mstep: Class 15 contains 105642 members 
Mstep: Class 16 contains 1223 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 781 members 
Mstep: Class 19 contains 8206 members 
Mstep: Class 21 contains 8428 members 
Mstep: Class 23 contains 37420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53976504.000000 Penalty: 33678.312500
Iteration 28Q: 17 clusters Score -5.39765e+07 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 57649 members 
Mstep: Class 4 contains 745 members 
Mstep: Class 5 contains 10025 members 
Mstep: Class 6 contains 105315 members 
Mstep: Class 7 contains 1152 members 
Mstep: Class 8 contains 4766 members 
Mstep: Class 10 contains 7503 members 
Mstep: Class 12 contains 6176 members 
Mstep: Class 14 contains 66510 members 
Mstep: Class 15 contains 105269 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 778 members 
Mstep: Class 19 contains 8288 members 
Mstep: Class 21 contains 8549 members 
Mstep: Class 23 contains 37601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53978632.000000 Penalty: 33678.312500
Iteration 29Q: 17 clusters Score -5.397863e+07 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 58956 members 
Mstep: Class 4 contains 751 members 
Mstep: Class 5 contains 10312 members 
Mstep: Class 6 contains 103152 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 4831 members 
Mstep: Class 10 contains 8120 members 
Mstep: Class 12 contains 6158 members 
Mstep: Class 14 contains 66428 members 
Mstep: Class 15 contains 104977 members 
Mstep: Class 16 contains 1221 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 777 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 21 contains 8647 members 
Mstep: Class 23 contains 37722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53981064.000000 Penalty: 33678.312500
Iteration 30Q: 17 clusters Score -5.398106e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 60542 members 
Mstep: Class 4 contains 761 members 
Mstep: Class 5 contains 10624 members 
Mstep: Class 6 contains 100574 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 4895 members 
Mstep: Class 10 contains 8739 members 
Mstep: Class 12 contains 6161 members 
Mstep: Class 14 contains 66516 members 
Mstep: Class 15 contains 104642 members 
Mstep: Class 16 contains 1217 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 771 members 
Mstep: Class 19 contains 8396 members 
Mstep: Class 21 contains 8745 members 
Mstep: Class 23 contains 37819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53982864.000000 Penalty: 33678.312500
Iteration 31Q: 17 clusters Score -5.398286e+07 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 62282 members 
Mstep: Class 4 contains 764 members 
Mstep: Class 5 contains 10921 members 
Mstep: Class 6 contains 97966 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 4966 members 
Mstep: Class 10 contains 9328 members 
Mstep: Class 12 contains 6145 members 
Mstep: Class 14 contains 66640 members 
Mstep: Class 15 contains 104227 members 
Mstep: Class 16 contains 1216 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 767 members 
Mstep: Class 19 contains 8420 members 
Mstep: Class 21 contains 8857 members 
Mstep: Class 23 contains 37903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53984804.000000 Penalty: 33678.312500
Iteration 32Q: 17 clusters Score -5.39848e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 64019 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 11211 members 
Mstep: Class 6 contains 95846 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 5063 members 
Mstep: Class 10 contains 9816 members 
Mstep: Class 12 contains 6137 members 
Mstep: Class 14 contains 66653 members 
Mstep: Class 15 contains 103647 members 
Mstep: Class 16 contains 1214 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 18 contains 764 members 
Mstep: Class 19 contains 8407 members 
Mstep: Class 21 contains 8958 members 
Mstep: Class 23 contains 37898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53985728.000000 Penalty: 33678.312500
Iteration 33Q: 17 clusters Score -5.398573e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 65599 members 
Mstep: Class 4 contains 771 members 
Mstep: Class 5 contains 11514 members 
Mstep: Class 6 contains 93998 members 
Mstep: Class 7 contains 1144 members 
Mstep: Class 8 contains 5187 members 
Mstep: Class 10 contains 10241 members 
Mstep: Class 12 contains 6123 members 
Mstep: Class 14 contains 66687 members 
Mstep: Class 15 contains 103030 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 765 members 
Mstep: Class 19 contains 8397 members 
Mstep: Class 21 contains 9046 members 
Mstep: Class 23 contains 37831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53986640.000000 Penalty: 33678.312500
Iteration 34Q: 17 clusters Score -5.398664e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 66970 members 
Mstep: Class 4 contains 769 members 
Mstep: Class 5 contains 11790 members 
Mstep: Class 6 contains 92344 members 
Mstep: Class 7 contains 1150 members 
Mstep: Class 8 contains 5256 members 
Mstep: Class 10 contains 10626 members 
Mstep: Class 12 contains 6120 members 
Mstep: Class 14 contains 66695 members 
Mstep: Class 15 contains 102586 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 763 members 
Mstep: Class 19 contains 8369 members 
Mstep: Class 21 contains 9147 members 
Mstep: Class 23 contains 37748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53986956.000000 Penalty: 33678.312500
Iteration 35Q: 17 clusters Score -5.398696e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 68130 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 12009 members 
Mstep: Class 6 contains 90955 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 5312 members 
Mstep: Class 10 contains 10952 members 
Mstep: Class 12 contains 6129 members 
Mstep: Class 14 contains 66614 members 
Mstep: Class 15 contains 102371 members 
Mstep: Class 16 contains 1215 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 760 members 
Mstep: Class 19 contains 8309 members 
Mstep: Class 21 contains 9247 members 
Mstep: Class 23 contains 37625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53987936.000000 Penalty: 33678.312500
Iteration 36Q: 17 clusters Score -5.398794e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 69078 members 
Mstep: Class 4 contains 768 members 
Mstep: Class 5 contains 12194 members 
Mstep: Class 6 contains 89783 members 
Mstep: Class 7 contains 1155 members 
Mstep: Class 8 contains 5360 members 
Mstep: Class 10 contains 11192 members 
Mstep: Class 12 contains 6143 members 
Mstep: Class 14 contains 66453 members 
Mstep: Class 15 contains 102332 members 
Mstep: Class 16 contains 1214 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 758 members 
Mstep: Class 19 contains 8250 members 
Mstep: Class 21 contains 9353 members 
Mstep: Class 23 contains 37515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53988712.000000 Penalty: 33678.312500
Iteration 37Q: 17 clusters Score -5.398871e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 69788 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 12388 members 
Mstep: Class 6 contains 88849 members 
Mstep: Class 7 contains 1153 members 
Mstep: Class 8 contains 5374 members 
Mstep: Class 10 contains 11377 members 
Mstep: Class 12 contains 6161 members 
Mstep: Class 14 contains 66255 members 
Mstep: Class 15 contains 102424 members 
Mstep: Class 16 contains 1214 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 759 members 
Mstep: Class 19 contains 8190 members 
Mstep: Class 21 contains 9453 members 
Mstep: Class 23 contains 37396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53989764.000000 Penalty: 33678.312500
Iteration 38Q: 17 clusters Score -5.398976e+07 nChanged 4087
Entering ConstructFrom: 
Score: -53989764.000000 Penalty: 33678.312500
Entering ConstructFrom: 
Trying to split cluster 1 (70199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70199 members 
Entering Unmasked Estep 
Score: -9107983.000000 Penalty: 1813.351929
	Iteration 0F: 2 clusters Score -9107983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -9062338.000000 Penalty: 3626.703857
	Iteration 0F: 3 clusters Score -9062338 nChanged 33417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -9081393.000000 Penalty: 3626.703857
	Iteration 1F: 3 clusters Score -9081393 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -9082151.000000 Penalty: 3626.703857
	Iteration 2Q: 3 clusters Score -9082151 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -9083050.000000 Penalty: 3626.703857
	Iteration 3Q: 3 clusters Score -9083050 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -9084428.000000 Penalty: 3626.703857
	Iteration 4Q: 3 clusters Score -9084428 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -9086694.000000 Penalty: 3626.703857
	Iteration 5F: 3 clusters Score -9086694 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -9090030.000000 Penalty: 3626.703857
	Iteration 6F: 3 clusters Score -9090030 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -9094276.000000 Penalty: 3626.703857
	Iteration 7F: 3 clusters Score -9094276 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -9098669.000000 Penalty: 3626.703857
	Iteration 8F: 3 clusters Score -9098669 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62627 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -9102125.000000 Penalty: 3626.703857
	Iteration 9F: 3 clusters Score -9102125 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65232 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -9104260.000000 Penalty: 3626.703857
	Iteration 10Q: 3 clusters Score -9104260 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66707 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -9105304.000000 Penalty: 3626.703857
	Iteration 11Q: 3 clusters Score -9105304 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67555 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -9105803.000000 Penalty: 3626.703857
	Iteration 12Q: 3 clusters Score -9105803 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68065 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -9106110.000000 Penalty: 3626.703857
	Iteration 13Q: 3 clusters Score -9106110 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68388 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -9106266.000000 Penalty: 3626.703857
	Iteration 14Q: 3 clusters Score -9106266 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68593 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -9106361.000000 Penalty: 3626.703857
	Iteration 15Q: 3 clusters Score -9106361 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68731 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -9106434.000000 Penalty: 3626.703857
	Iteration 16Q: 3 clusters Score -9106434 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68845 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -9106504.000000 Penalty: 3626.703857
	Iteration 17Q: 3 clusters Score -9106504 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68943 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -9106525.000000 Penalty: 3626.703857
	Iteration 18Q: 3 clusters Score -9106525 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69022 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -9106568.000000 Penalty: 3626.703857
	Iteration 19Q: 3 clusters Score -9106568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69092 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -9106606.000000 Penalty: 3626.703857
	Iteration 20F: 3 clusters Score -9106606 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69149 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -9106655.000000 Penalty: 3626.703857
	Iteration 21Q: 3 clusters Score -9106655 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69194 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -9106690.000000 Penalty: 3626.703857
	Iteration 22Q: 3 clusters Score -9106690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -9106719.000000 Penalty: 3626.703857
	Iteration 23Q: 3 clusters Score -9106719 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69269 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9106759.000000 Penalty: 3626.703857
	Iteration 24Q: 3 clusters Score -9106759 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69291 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -9106781.000000 Penalty: 3626.703857
	Iteration 25Q: 3 clusters Score -9106781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -9106792.000000 Penalty: 3626.703857
	Iteration 26Q: 3 clusters Score -9106792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69324 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9106804.000000 Penalty: 3626.703857
	Iteration 27Q: 3 clusters Score -9106804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -9106807.000000 Penalty: 3626.703857
	Iteration 28Q: 3 clusters Score -9106807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69360 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9106805.000000 Penalty: 3626.703857
	Iteration 29Q: 3 clusters Score -9106805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69373 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -9106816.000000 Penalty: 3626.703857
	Iteration 30Q: 3 clusters Score -9106816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69384 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9106814.000000 Penalty: 3626.703857
	Iteration 31Q: 3 clusters Score -9106814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69393 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9106832.000000 Penalty: 3626.703857
	Iteration 32Q: 3 clusters Score -9106832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69402 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9106834.000000 Penalty: 3626.703857
	Iteration 33Q: 3 clusters Score -9106834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69410 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9106835.000000 Penalty: 3626.703857
	Iteration 34Q: 3 clusters Score -9106835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69421 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9106838.000000 Penalty: 3626.703857
	Iteration 35Q: 3 clusters Score -9106838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69433 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9106856.000000 Penalty: 3626.703857
	Iteration 36Q: 3 clusters Score -9106856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9106852.000000 Penalty: 3626.703857
	Iteration 37Q: 3 clusters Score -9106852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69446 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9106864.000000 Penalty: 3626.703857
	Iteration 38Q: 3 clusters Score -9106864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69455 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9106872.000000 Penalty: 3626.703857
	Iteration 39Q: 3 clusters Score -9106872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69464 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9106862.000000 Penalty: 3626.703857
	Iteration 40F: 3 clusters Score -9106862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69470 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9106862.000000 Penalty: 3626.703857
	Iteration 41Q: 3 clusters Score -9106862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69472 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9106862.000000 Penalty: 3626.703857
	Iteration 42Q: 3 clusters Score -9106862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69473 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9106862.000000 Penalty: 3626.703857
	Iteration 43Q: 3 clusters Score -9106862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69474 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9106857.000000 Penalty: 3626.703857
	Iteration 44Q: 3 clusters Score -9106857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69474 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9106857.000000 Penalty: 3626.703857
	Iteration 45F: 3 clusters Score -9106857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -84759.468750 Penalty: 1079.404053
	Iteration 0F: 2 clusters Score -84759.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -83503.335938 Penalty: 2158.808105
	Iteration 0F: 3 clusters Score -83503.34 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -83891.546875 Penalty: 2158.808105
	Iteration 1F: 3 clusters Score -83891.55 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -84260.453125 Penalty: 2158.808105
	Iteration 2F: 3 clusters Score -84260.45 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -84595.023438 Penalty: 2158.808105
	Iteration 3F: 3 clusters Score -84595.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -84860.992188 Penalty: 2158.808105
	Iteration 4F: 3 clusters Score -84860.99 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -85005.718750 Penalty: 2158.808105
	Iteration 5F: 3 clusters Score -85005.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -85065.648438 Penalty: 2158.808105
	Iteration 6Q: 3 clusters Score -85065.65 nChanged 14
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: -85091.187500 Penalty: 2158.808105
	Iteration 7Q: 3 clusters Score -85091.19 nChanged 11
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: -85116.640625 Penalty: 2158.808105
	Iteration 8Q: 3 clusters Score -85116.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85134.085938 Penalty: 2158.808105
	Iteration 9Q: 3 clusters Score -85134.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85143.148438 Penalty: 2158.808105
	Iteration 10Q: 3 clusters Score -85143.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85147.093750 Penalty: 2158.808105
	Iteration 11Q: 3 clusters Score -85147.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85149.015625 Penalty: 2158.808105
	Iteration 12Q: 3 clusters Score -85149.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85152.687500 Penalty: 2158.808105
	Iteration 13Q: 3 clusters Score -85152.69 nChanged 3
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: -85156.242188 Penalty: 2158.808105
	Iteration 14Q: 3 clusters Score -85156.24 nChanged 0
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: -85156.242188 Penalty: 2158.808105
	Iteration 15F: 3 clusters Score -85156.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 12541 members 
Mstep: Class 6 contains 88126 members 
Mstep: Class 7 contains 1148 members 
Mstep: Class 8 contains 5397 members 
Mstep: Class 10 contains 11545 members 
Mstep: Class 12 contains 6199 members 
Mstep: Class 14 contains 66092 members 
Mstep: Class 15 contains 102623 members 
Mstep: Class 16 contains 1214 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 754 members 
Mstep: Class 19 contains 8127 members 
Mstep: Class 21 contains 9546 members 
Mstep: Class 23 contains 37270 members 
Entering Unmasked Estep 
Score: -53989508.000000 Penalty: 35783.207031
Splitting cluster 4 changes total score from -53989764.000000 to -53989508.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (12541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Entering Unmasked Estep 
Score: -1615487.500000 Penalty: 1533.473389
	Iteration 0F: 2 clusters Score -1615488 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 6283 members 
Entering Unmasked Estep 
Score: -1606623.250000 Penalty: 3066.946777
	Iteration 0F: 3 clusters Score -1606623 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1609750.375000 Penalty: 3066.946777
	Iteration 1F: 3 clusters Score -1609750 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1610062.750000 Penalty: 3066.946777
	Iteration 2F: 3 clusters Score -1610063 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1610372.625000 Penalty: 3066.946777
	Iteration 3F: 3 clusters Score -1610373 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1610704.625000 Penalty: 3066.946777
	Iteration 4F: 3 clusters Score -1610705 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1611001.000000 Penalty: 3066.946777
	Iteration 5Q: 3 clusters Score -1611001 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1611353.750000 Penalty: 3066.946777
	Iteration 6Q: 3 clusters Score -1611354 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1611722.125000 Penalty: 3066.946777
	Iteration 7Q: 3 clusters Score -1611722 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1612134.000000 Penalty: 3066.946777
	Iteration 8Q: 3 clusters Score -1612134 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1612477.875000 Penalty: 3066.946777
	Iteration 9Q: 3 clusters Score -1612478 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1612758.125000 Penalty: 3066.946777
	Iteration 10Q: 3 clusters Score -1612758 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1612949.000000 Penalty: 3066.946777
	Iteration 11Q: 3 clusters Score -1612949 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1613085.500000 Penalty: 3066.946777
	Iteration 12Q: 3 clusters Score -1613086 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1613185.875000 Penalty: 3066.946777
	Iteration 13Q: 3 clusters Score -1613186 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1613262.500000 Penalty: 3066.946777
	Iteration 14Q: 3 clusters Score -1613262 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1613316.000000 Penalty: 3066.946777
	Iteration 15Q: 3 clusters Score -1613316 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1613358.500000 Penalty: 3066.946777
	Iteration 16Q: 3 clusters Score -1613358 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1613378.875000 Penalty: 3066.946777
	Iteration 17Q: 3 clusters Score -1613379 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1613407.625000 Penalty: 3066.946777
	Iteration 18Q: 3 clusters Score -1613408 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1613418.750000 Penalty: 3066.946777
	Iteration 19Q: 3 clusters Score -1613419 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1613433.750000 Penalty: 3066.946777
	Iteration 20F: 3 clusters Score -1613434 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1613447.000000 Penalty: 3066.946777
	Iteration 21Q: 3 clusters Score -1613447 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1613457.375000 Penalty: 3066.946777
	Iteration 22Q: 3 clusters Score -1613457 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1613472.500000 Penalty: 3066.946777
	Iteration 23Q: 3 clusters Score -1613472 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1613478.625000 Penalty: 3066.946777
	Iteration 24Q: 3 clusters Score -1613479 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1613488.625000 Penalty: 3066.946777
	Iteration 25Q: 3 clusters Score -1613489 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1613491.500000 Penalty: 3066.946777
	Iteration 26Q: 3 clusters Score -1613492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1613500.375000 Penalty: 3066.946777
	Iteration 27Q: 3 clusters Score -1613500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1613504.250000 Penalty: 3066.946777
	Iteration 28Q: 3 clusters Score -1613504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1613509.125000 Penalty: 3066.946777
	Iteration 29Q: 3 clusters Score -1613509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1613512.625000 Penalty: 3066.946777
	Iteration 30Q: 3 clusters Score -1613513 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1613514.125000 Penalty: 3066.946777
	Iteration 31Q: 3 clusters Score -1613514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1613522.250000 Penalty: 3066.946777
	Iteration 32Q: 3 clusters Score -1613522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1613525.500000 Penalty: 3066.946777
	Iteration 33Q: 3 clusters Score -1613526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1613527.625000 Penalty: 3066.946777
	Iteration 34Q: 3 clusters Score -1613528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1613534.750000 Penalty: 3066.946777
	Iteration 35Q: 3 clusters Score -1613535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1613534.125000 Penalty: 3066.946777
	Iteration 36Q: 3 clusters Score -1613534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1613537.500000 Penalty: 3066.946777
	Iteration 37Q: 3 clusters Score -1613538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1613543.500000 Penalty: 3066.946777
	Iteration 38Q: 3 clusters Score -1613544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1613542.875000 Penalty: 3066.946777
	Iteration 39Q: 3 clusters Score -1613543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1613541.625000 Penalty: 3066.946777
	Iteration 40F: 3 clusters Score -1613542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1613544.875000 Penalty: 3066.946777
	Iteration 41Q: 3 clusters Score -1613545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1613544.625000 Penalty: 3066.946777
	Iteration 42Q: 3 clusters Score -1613545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1613548.750000 Penalty: 3066.946777
	Iteration 43Q: 3 clusters Score -1613549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1613547.375000 Penalty: 3066.946777
	Iteration 44Q: 3 clusters Score -1613547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1613554.500000 Penalty: 3066.946777
	Iteration 45Q: 3 clusters Score -1613554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1613556.500000 Penalty: 3066.946777
	Iteration 46Q: 3 clusters Score -1613556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1613559.250000 Penalty: 3066.946777
	Iteration 47Q: 3 clusters Score -1613559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1613567.000000 Penalty: 3066.946777
	Iteration 48Q: 3 clusters Score -1613567 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1613572.250000 Penalty: 3066.946777
	Iteration 49Q: 3 clusters Score -1613572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1613578.500000 Penalty: 3066.946777
	Iteration 50Q: 3 clusters Score -1613578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1613585.000000 Penalty: 3066.946777
	Iteration 51Q: 3 clusters Score -1613585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1613595.250000 Penalty: 3066.946777
	Iteration 52Q: 3 clusters Score -1613595 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1613600.125000 Penalty: 3066.946777
	Iteration 53Q: 3 clusters Score -1613600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1613606.250000 Penalty: 3066.946777
	Iteration 54Q: 3 clusters Score -1613606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1613609.875000 Penalty: 3066.946777
	Iteration 55Q: 3 clusters Score -1613610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1613611.875000 Penalty: 3066.946777
	Iteration 56Q: 3 clusters Score -1613612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1613622.125000 Penalty: 3066.946777
	Iteration 57Q: 3 clusters Score -1613622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1613621.250000 Penalty: 3066.946777
	Iteration 58Q: 3 clusters Score -1613621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1613624.500000 Penalty: 3066.946777
	Iteration 59Q: 3 clusters Score -1613624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1613628.250000 Penalty: 3066.946777
	Iteration 60F: 3 clusters Score -1613628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1613632.625000 Penalty: 3066.946777
	Iteration 61Q: 3 clusters Score -1613633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1613634.125000 Penalty: 3066.946777
	Iteration 62Q: 3 clusters Score -1613634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1613634.125000 Penalty: 3066.946777
	Iteration 63Q: 3 clusters Score -1613634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1613635.750000 Penalty: 3066.946777
	Iteration 64Q: 3 clusters Score -1613636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1613641.250000 Penalty: 3066.946777
	Iteration 65Q: 3 clusters Score -1613641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1613640.750000 Penalty: 3066.946777
	Iteration 66Q: 3 clusters Score -1613641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1613645.250000 Penalty: 3066.946777
	Iteration 67Q: 3 clusters Score -1613645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1613648.625000 Penalty: 3066.946777
	Iteration 68Q: 3 clusters Score -1613649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1613662.125000 Penalty: 3066.946777
	Iteration 69Q: 3 clusters Score -1613662 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1613659.875000 Penalty: 3066.946777
	Iteration 70Q: 3 clusters Score -1613660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1613670.125000 Penalty: 3066.946777
	Iteration 71Q: 3 clusters Score -1613670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1613675.250000 Penalty: 3066.946777
	Iteration 72Q: 3 clusters Score -1613675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1613684.000000 Penalty: 3066.946777
	Iteration 73Q: 3 clusters Score -1613684 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1613690.125000 Penalty: 3066.946777
	Iteration 74Q: 3 clusters Score -1613690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1613694.000000 Penalty: 3066.946777
	Iteration 75Q: 3 clusters Score -1613694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1613701.375000 Penalty: 3066.946777
	Iteration 76Q: 3 clusters Score -1613701 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1613714.500000 Penalty: 3066.946777
	Iteration 77Q: 3 clusters Score -1613714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1613721.750000 Penalty: 3066.946777
	Iteration 78Q: 3 clusters Score -1613722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1613727.750000 Penalty: 3066.946777
	Iteration 79Q: 3 clusters Score -1613728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1613733.375000 Penalty: 3066.946777
	Iteration 80F: 3 clusters Score -1613733 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1613737.625000 Penalty: 3066.946777
	Iteration 81Q: 3 clusters Score -1613738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1613746.750000 Penalty: 3066.946777
	Iteration 82Q: 3 clusters Score -1613747 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1613756.750000 Penalty: 3066.946777
	Iteration 83Q: 3 clusters Score -1613757 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1613771.000000 Penalty: 3066.946777
	Iteration 84Q: 3 clusters Score -1613771 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1613783.375000 Penalty: 3066.946777
	Iteration 85Q: 3 clusters Score -1613783 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1613794.125000 Penalty: 3066.946777
	Iteration 86Q: 3 clusters Score -1613794 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1613805.250000 Penalty: 3066.946777
	Iteration 87Q: 3 clusters Score -1613805 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1613816.250000 Penalty: 3066.946777
	Iteration 88Q: 3 clusters Score -1613816 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1613827.625000 Penalty: 3066.946777
	Iteration 89Q: 3 clusters Score -1613828 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1613839.250000 Penalty: 3066.946777
	Iteration 90Q: 3 clusters Score -1613839 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1613848.500000 Penalty: 3066.946777
	Iteration 91Q: 3 clusters Score -1613848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1613862.125000 Penalty: 3066.946777
	Iteration 92Q: 3 clusters Score -1613862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1613868.750000 Penalty: 3066.946777
	Iteration 93Q: 3 clusters Score -1613869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1613873.875000 Penalty: 3066.946777
	Iteration 94Q: 3 clusters Score -1613874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1613884.375000 Penalty: 3066.946777
	Iteration 95Q: 3 clusters Score -1613884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1613889.500000 Penalty: 3066.946777
	Iteration 96Q: 3 clusters Score -1613890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1613894.625000 Penalty: 3066.946777
	Iteration 97Q: 3 clusters Score -1613895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1613901.375000 Penalty: 3066.946777
	Iteration 98Q: 3 clusters Score -1613901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1613907.750000 Penalty: 3066.946777
	Iteration 99Q: 3 clusters Score -1613908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1613910.500000 Penalty: 3066.946777
	Iteration 100F: 3 clusters Score -1613910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1613916.875000 Penalty: 3066.946777
	Iteration 101Q: 3 clusters Score -1613917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1613914.000000 Penalty: 3066.946777
	Iteration 102Q: 3 clusters Score -1613914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1613920.250000 Penalty: 3066.946777
	Iteration 103Q: 3 clusters Score -1613920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1613923.375000 Penalty: 3066.946777
	Iteration 104Q: 3 clusters Score -1613923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1613929.250000 Penalty: 3066.946777
	Iteration 105Q: 3 clusters Score -1613929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1613932.375000 Penalty: 3066.946777
	Iteration 106Q: 3 clusters Score -1613932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1613940.500000 Penalty: 3066.946777
	Iteration 107Q: 3 clusters Score -1613940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1613947.250000 Penalty: 3066.946777
	Iteration 108Q: 3 clusters Score -1613947 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1613954.250000 Penalty: 3066.946777
	Iteration 109Q: 3 clusters Score -1613954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1613959.875000 Penalty: 3066.946777
	Iteration 110Q: 3 clusters Score -1613960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1613961.625000 Penalty: 3066.946777
	Iteration 111Q: 3 clusters Score -1613962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1613964.125000 Penalty: 3066.946777
	Iteration 112Q: 3 clusters Score -1613964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1613965.125000 Penalty: 3066.946777
	Iteration 113Q: 3 clusters Score -1613965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1613975.375000 Penalty: 3066.946777
	Iteration 114Q: 3 clusters Score -1613975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1613977.625000 Penalty: 3066.946777
	Iteration 115Q: 3 clusters Score -1613978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1613983.500000 Penalty: 3066.946777
	Iteration 116Q: 3 clusters Score -1613984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1613990.000000 Penalty: 3066.946777
	Iteration 117Q: 3 clusters Score -1613990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1613994.000000 Penalty: 3066.946777
	Iteration 118Q: 3 clusters Score -1613994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1613997.125000 Penalty: 3066.946777
	Iteration 119Q: 3 clusters Score -1613997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1614002.750000 Penalty: 3066.946777
	Iteration 120F: 3 clusters Score -1614003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1614003.750000 Penalty: 3066.946777
	Iteration 121Q: 3 clusters Score -1614004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1614007.000000 Penalty: 3066.946777
	Iteration 122Q: 3 clusters Score -1614007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1614008.125000 Penalty: 3066.946777
	Iteration 123Q: 3 clusters Score -1614008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1614007.750000 Penalty: 3066.946777
	Iteration 124Q: 3 clusters Score -1614008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1614008.250000 Penalty: 3066.946777
	Iteration 125Q: 3 clusters Score -1614008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1614007.250000 Penalty: 3066.946777
	Iteration 126Q: 3 clusters Score -1614007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1614008.250000 Penalty: 3066.946777
	Iteration 127Q: 3 clusters Score -1614008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1614009.750000 Penalty: 3066.946777
	Iteration 128Q: 3 clusters Score -1614010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1614011.875000 Penalty: 3066.946777
	Iteration 129Q: 3 clusters Score -1614012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1614009.625000 Penalty: 3066.946777
	Iteration 130Q: 3 clusters Score -1614010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1614009.625000 Penalty: 3066.946777
	Iteration 131F: 3 clusters Score -1614010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (88126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88126 members 
Entering Unmasked Estep 
Score: -11526444.000000 Penalty: 1850.310059
	Iteration 0F: 2 clusters Score -1.152644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -11478563.000000 Penalty: 3700.620117
	Iteration 0F: 3 clusters Score -1.147856e+07 nChanged 41846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -11502378.000000 Penalty: 3700.620117
	Iteration 1F: 3 clusters Score -1.150238e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -11503015.000000 Penalty: 3700.620117
	Iteration 2Q: 3 clusters Score -1.150302e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -11503518.000000 Penalty: 3700.620117
	Iteration 3Q: 3 clusters Score -1.150352e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -11504049.000000 Penalty: 3700.620117
	Iteration 4Q: 3 clusters Score -1.150405e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -11504708.000000 Penalty: 3700.620117
	Iteration 5Q: 3 clusters Score -1.150471e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -11505394.000000 Penalty: 3700.620117
	Iteration 6Q: 3 clusters Score -1.150539e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -11506323.000000 Penalty: 3700.620117
	Iteration 7Q: 3 clusters Score -1.150632e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -11507514.000000 Penalty: 3700.620117
	Iteration 8Q: 3 clusters Score -1.150751e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -11509447.000000 Penalty: 3700.620117
	Iteration 9Q: 3 clusters Score -1.150945e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -11512303.000000 Penalty: 3700.620117
	Iteration 10F: 3 clusters Score -1.15123e+07 nChanged 5183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -11515811.000000 Penalty: 3700.620117
	Iteration 11F: 3 clusters Score -1.151581e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -11518564.000000 Penalty: 3700.620117
	Iteration 12F: 3 clusters Score -1.151856e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -11519731.000000 Penalty: 3700.620117
	Iteration 13Q: 3 clusters Score -1.151973e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -11520153.000000 Penalty: 3700.620117
	Iteration 14Q: 3 clusters Score -1.152015e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -11520284.000000 Penalty: 3700.620117
	Iteration 15Q: 3 clusters Score -1.152028e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -11520292.000000 Penalty: 3700.620117
	Iteration 16Q: 3 clusters Score -1.152029e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -11520354.000000 Penalty: 3700.620117
	Iteration 17Q: 3 clusters Score -1.152035e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -11520476.000000 Penalty: 3700.620117
	Iteration 18Q: 3 clusters Score -1.152048e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -11520517.000000 Penalty: 3700.620117
	Iteration 19Q: 3 clusters Score -1.152052e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -11520513.000000 Penalty: 3700.620117
	Iteration 20F: 3 clusters Score -1.152051e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -11520613.000000 Penalty: 3700.620117
	Iteration 21Q: 3 clusters Score -1.152061e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -11520739.000000 Penalty: 3700.620117
	Iteration 22Q: 3 clusters Score -1.152074e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -11520854.000000 Penalty: 3700.620117
	Iteration 23Q: 3 clusters Score -1.152085e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -11520982.000000 Penalty: 3700.620117
	Iteration 24Q: 3 clusters Score -1.152098e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -11521117.000000 Penalty: 3700.620117
	Iteration 25Q: 3 clusters Score -1.152112e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -11521208.000000 Penalty: 3700.620117
	Iteration 26Q: 3 clusters Score -1.152121e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56763 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -11521166.000000 Penalty: 3700.620117
	Iteration 27Q: 3 clusters Score -1.152117e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -11521217.000000 Penalty: 3700.620117
	Iteration 28Q: 3 clusters Score -1.152122e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -11521454.000000 Penalty: 3700.620117
	Iteration 29Q: 3 clusters Score -1.152145e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -11521454.000000 Penalty: 3700.620117
	Iteration 30Q: 3 clusters Score -1.152145e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66371 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -11521519.000000 Penalty: 3700.620117
	Iteration 31Q: 3 clusters Score -1.152152e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68843 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -11521491.000000 Penalty: 3700.620117
	Iteration 32Q: 3 clusters Score -1.152149e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71223 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -11521610.000000 Penalty: 3700.620117
	Iteration 33Q: 3 clusters Score -1.152161e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73290 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -11521711.000000 Penalty: 3700.620117
	Iteration 34Q: 3 clusters Score -1.152171e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75115 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -11521697.000000 Penalty: 3700.620117
	Iteration 35Q: 3 clusters Score -1.15217e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76631 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -11521689.000000 Penalty: 3700.620117
	Iteration 36Q: 3 clusters Score -1.152169e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77873 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -11521781.000000 Penalty: 3700.620117
	Iteration 37Q: 3 clusters Score -1.152178e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78913 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -11521758.000000 Penalty: 3700.620117
	Iteration 38Q: 3 clusters Score -1.152176e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79772 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -11521791.000000 Penalty: 3700.620117
	Iteration 39Q: 3 clusters Score -1.152179e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80546 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -11522447.000000 Penalty: 3700.620117
	Iteration 40F: 3 clusters Score -1.152245e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81716 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -11522735.000000 Penalty: 3700.620117
	Iteration 41Q: 3 clusters Score -1.152274e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82689 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -11522942.000000 Penalty: 3700.620117
	Iteration 42Q: 3 clusters Score -1.152294e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83445 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -11523190.000000 Penalty: 3700.620117
	Iteration 43Q: 3 clusters Score -1.152319e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84092 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -11523419.000000 Penalty: 3700.620117
	Iteration 44Q: 3 clusters Score -1.152342e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84661 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -11523714.000000 Penalty: 3700.620117
	Iteration 45Q: 3 clusters Score -1.152371e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85077 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -11523913.000000 Penalty: 3700.620117
	Iteration 46Q: 3 clusters Score -1.152391e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85454 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -11524143.000000 Penalty: 3700.620117
	Iteration 47Q: 3 clusters Score -1.152414e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85762 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -11524250.000000 Penalty: 3700.620117
	Iteration 48Q: 3 clusters Score -1.152425e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86027 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -11524368.000000 Penalty: 3700.620117
	Iteration 49Q: 3 clusters Score -1.152437e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86229 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -11524512.000000 Penalty: 3700.620117
	Iteration 50Q: 3 clusters Score -1.152451e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86400 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -11524579.000000 Penalty: 3700.620117
	Iteration 51Q: 3 clusters Score -1.152458e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86539 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -11524682.000000 Penalty: 3700.620117
	Iteration 52Q: 3 clusters Score -1.152468e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86630 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -11524743.000000 Penalty: 3700.620117
	Iteration 53Q: 3 clusters Score -1.152474e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86716 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -11524799.000000 Penalty: 3700.620117
	Iteration 54Q: 3 clusters Score -1.15248e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86772 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -11524836.000000 Penalty: 3700.620117
	Iteration 55Q: 3 clusters Score -1.152484e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86814 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -11524879.000000 Penalty: 3700.620117
	Iteration 56Q: 3 clusters Score -1.152488e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86855 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -11524901.000000 Penalty: 3700.620117
	Iteration 57Q: 3 clusters Score -1.15249e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86893 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -11524939.000000 Penalty: 3700.620117
	Iteration 58Q: 3 clusters Score -1.152494e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86917 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -11524954.000000 Penalty: 3700.620117
	Iteration 59Q: 3 clusters Score -1.152495e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86938 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -11524955.000000 Penalty: 3700.620117
	Iteration 60F: 3 clusters Score -1.152496e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86956 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -11524965.000000 Penalty: 3700.620117
	Iteration 61Q: 3 clusters Score -1.152496e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -11524982.000000 Penalty: 3700.620117
	Iteration 62Q: 3 clusters Score -1.152498e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86990 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -11524991.000000 Penalty: 3700.620117
	Iteration 63Q: 3 clusters Score -1.152499e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87003 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -11524989.000000 Penalty: 3700.620117
	Iteration 64Q: 3 clusters Score -1.152499e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87015 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11525004.000000 Penalty: 3700.620117
	Iteration 65Q: 3 clusters Score -1.1525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87028 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -11525008.000000 Penalty: 3700.620117
	Iteration 66Q: 3 clusters Score -1.152501e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87036 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -11525025.000000 Penalty: 3700.620117
	Iteration 67Q: 3 clusters Score -1.152502e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87046 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11525033.000000 Penalty: 3700.620117
	Iteration 68Q: 3 clusters Score -1.152503e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87055 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11525036.000000 Penalty: 3700.620117
	Iteration 69Q: 3 clusters Score -1.152504e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87057 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -11525037.000000 Penalty: 3700.620117
	Iteration 70Q: 3 clusters Score -1.152504e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87055 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11525032.000000 Penalty: 3700.620117
	Iteration 71Q: 3 clusters Score -1.152503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87063 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -11525031.000000 Penalty: 3700.620117
	Iteration 72Q: 3 clusters Score -1.152503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87069 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -11525032.000000 Penalty: 3700.620117
	Iteration 73Q: 3 clusters Score -1.152503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87071 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -11525029.000000 Penalty: 3700.620117
	Iteration 74Q: 3 clusters Score -1.152503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87075 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -11525036.000000 Penalty: 3700.620117
	Iteration 75Q: 3 clusters Score -1.152504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87077 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -11525033.000000 Penalty: 3700.620117
	Iteration 76Q: 3 clusters Score -1.152503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87081 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -11525041.000000 Penalty: 3700.620117
	Iteration 77Q: 3 clusters Score -1.152504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87087 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -11525038.000000 Penalty: 3700.620117
	Iteration 78Q: 3 clusters Score -1.152504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87093 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -11525046.000000 Penalty: 3700.620117
	Iteration 79Q: 3 clusters Score -1.152505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87100 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -11525048.000000 Penalty: 3700.620117
	Iteration 80F: 3 clusters Score -1.152505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87102 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -11525053.000000 Penalty: 3700.620117
	Iteration 81Q: 3 clusters Score -1.152505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87105 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -11525043.000000 Penalty: 3700.620117
	Iteration 82Q: 3 clusters Score -1.152504e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87111 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -11525054.000000 Penalty: 3700.620117
	Iteration 83Q: 3 clusters Score -1.152505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87115 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -11525050.000000 Penalty: 3700.620117
	Iteration 84Q: 3 clusters Score -1.152505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87113 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -11525063.000000 Penalty: 3700.620117
	Iteration 85Q: 3 clusters Score -1.152506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87116 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -11525064.000000 Penalty: 3700.620117
	Iteration 86Q: 3 clusters Score -1.152506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87117 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -11525070.000000 Penalty: 3700.620117
	Iteration 87Q: 3 clusters Score -1.152507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87120 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -11525070.000000 Penalty: 3700.620117
	Iteration 88Q: 3 clusters Score -1.152507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87122 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -11525072.000000 Penalty: 3700.620117
	Iteration 89Q: 3 clusters Score -1.152507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87119 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -11525070.000000 Penalty: 3700.620117
	Iteration 90Q: 3 clusters Score -1.152507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87118 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -11525062.000000 Penalty: 3700.620117
	Iteration 91Q: 3 clusters Score -1.152506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87122 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -11525065.000000 Penalty: 3700.620117
	Iteration 92Q: 3 clusters Score -1.152506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87124 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -11525066.000000 Penalty: 3700.620117
	Iteration 93Q: 3 clusters Score -1.152507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87126 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -11525068.000000 Penalty: 3700.620117
	Iteration 94Q: 3 clusters Score -1.152507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87127 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11525062.000000 Penalty: 3700.620117
	Iteration 95Q: 3 clusters Score -1.152506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87127 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11525066.000000 Penalty: 3700.620117
	Iteration 96Q: 3 clusters Score -1.152507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87125 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -11525063.000000 Penalty: 3700.620117
	Iteration 97Q: 3 clusters Score -1.152506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87122 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -11525069.000000 Penalty: 3700.620117
	Iteration 98Q: 3 clusters Score -1.152507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87122 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -11525069.000000 Penalty: 3700.620117
	Iteration 99F: 3 clusters Score -1.152507e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Entering Unmasked Estep 
Score: -144454.968750 Penalty: 1144.938721
	Iteration 0F: 2 clusters Score -144455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -142956.437500 Penalty: 2289.877441
	Iteration 0F: 3 clusters Score -142956.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -143364.984375 Penalty: 2289.877441
	Iteration 1F: 3 clusters Score -143365 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -143542.359375 Penalty: 2289.877441
	Iteration 2F: 3 clusters Score -143542.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -143663.640625 Penalty: 2289.877441
	Iteration 3F: 3 clusters Score -143663.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -143779.296875 Penalty: 2289.877441
	Iteration 4F: 3 clusters Score -143779.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -143904.812500 Penalty: 2289.877441
	Iteration 5Q: 3 clusters Score -143904.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -144063.093750 Penalty: 2289.877441
	Iteration 6Q: 3 clusters Score -144063.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -144197.312500 Penalty: 2289.877441
	Iteration 7Q: 3 clusters Score -144197.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -144291.750000 Penalty: 2289.877441
	Iteration 8Q: 3 clusters Score -144291.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -144343.062500 Penalty: 2289.877441
	Iteration 9Q: 3 clusters Score -144343.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -144374.984375 Penalty: 2289.877441
	Iteration 10Q: 3 clusters Score -144375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -144402.171875 Penalty: 2289.877441
	Iteration 11Q: 3 clusters Score -144402.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -144426.500000 Penalty: 2289.877441
	Iteration 12Q: 3 clusters Score -144426.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -144457.484375 Penalty: 2289.877441
	Iteration 13Q: 3 clusters Score -144457.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -144483.390625 Penalty: 2289.877441
	Iteration 14Q: 3 clusters Score -144483.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -144500.812500 Penalty: 2289.877441
	Iteration 15Q: 3 clusters Score -144500.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -144526.312500 Penalty: 2289.877441
	Iteration 16Q: 3 clusters Score -144526.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -144542.765625 Penalty: 2289.877441
	Iteration 17Q: 3 clusters Score -144542.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -144563.656250 Penalty: 2289.877441
	Iteration 18Q: 3 clusters Score -144563.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -144589.031250 Penalty: 2289.877441
	Iteration 19Q: 3 clusters Score -144589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -144622.531250 Penalty: 2289.877441
	Iteration 20F: 3 clusters Score -144622.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -144658.812500 Penalty: 2289.877441
	Iteration 21Q: 3 clusters Score -144658.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -144710.828125 Penalty: 2289.877441
	Iteration 22Q: 3 clusters Score -144710.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -144750.546875 Penalty: 2289.877441
	Iteration 23Q: 3 clusters Score -144750.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -144805.843750 Penalty: 2289.877441
	Iteration 24Q: 3 clusters Score -144805.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -144859.656250 Penalty: 2289.877441
	Iteration 25Q: 3 clusters Score -144859.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -144915.843750 Penalty: 2289.877441
	Iteration 26Q: 3 clusters Score -144915.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -144985.171875 Penalty: 2289.877441
	Iteration 27Q: 3 clusters Score -144985.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -145132.875000 Penalty: 2289.877441
	Iteration 28Q: 3 clusters Score -145132.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -145324.968750 Penalty: 2289.877441
	Iteration 29Q: 3 clusters Score -145325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -145723.843750 Penalty: 2289.877441
	Iteration 30Q: 3 clusters Score -145723.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -146626.406250 Penalty: 2289.877441
	Iteration 31Q: 3 clusters Score -146626.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -147271.218750 Penalty: 2289.877441
	Iteration 32Q: 3 clusters Score -147271.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -147271.218750 Penalty: 2289.877441
	Iteration 33F: 3 clusters Score -147271.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 146 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 12541 members 
Mstep: Class 6 contains 88126 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 5397 members 
Mstep: Class 10 contains 11545 members 
Mstep: Class 12 contains 6199 members 
Mstep: Class 14 contains 66092 members 
Mstep: Class 15 contains 102623 members 
Mstep: Class 16 contains 1214 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 754 members 
Mstep: Class 19 contains 8127 members 
Mstep: Class 21 contains 9546 members 
Mstep: Class 23 contains 37270 members 
Entering Unmasked Estep 
Score: -53992008.000000 Penalty: 35783.207031
Splitting cluster 7 changes total score from -53989764.000000 to -53992008.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 8 (5397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Entering Unmasked Estep 
Score: -698039.062500 Penalty: 1396.459717
	Iteration 0F: 2 clusters Score -698039.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -693806.250000 Penalty: 2792.919434
	Iteration 0F: 3 clusters Score -693806.2 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -694961.750000 Penalty: 2792.919434
	Iteration 1F: 3 clusters Score -694961.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -695126.125000 Penalty: 2792.919434
	Iteration 2F: 3 clusters Score -695126.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -695238.125000 Penalty: 2792.919434
	Iteration 3Q: 3 clusters Score -695238.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -695310.625000 Penalty: 2792.919434
	Iteration 4Q: 3 clusters Score -695310.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -695363.250000 Penalty: 2792.919434
	Iteration 5Q: 3 clusters Score -695363.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -695405.062500 Penalty: 2792.919434
	Iteration 6Q: 3 clusters Score -695405.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -695444.937500 Penalty: 2792.919434
	Iteration 7Q: 3 clusters Score -695444.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -695484.687500 Penalty: 2792.919434
	Iteration 8Q: 3 clusters Score -695484.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -695524.125000 Penalty: 2792.919434
	Iteration 9Q: 3 clusters Score -695524.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -695570.500000 Penalty: 2792.919434
	Iteration 10Q: 3 clusters Score -695570.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -695626.875000 Penalty: 2792.919434
	Iteration 11Q: 3 clusters Score -695626.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -695678.125000 Penalty: 2792.919434
	Iteration 12Q: 3 clusters Score -695678.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -695758.750000 Penalty: 2792.919434
	Iteration 13Q: 3 clusters Score -695758.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -695843.750000 Penalty: 2792.919434
	Iteration 14Q: 3 clusters Score -695843.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -695923.687500 Penalty: 2792.919434
	Iteration 15Q: 3 clusters Score -695923.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -696018.187500 Penalty: 2792.919434
	Iteration 16Q: 3 clusters Score -696018.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -696127.250000 Penalty: 2792.919434
	Iteration 17Q: 3 clusters Score -696127.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -696238.125000 Penalty: 2792.919434
	Iteration 18Q: 3 clusters Score -696238.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -696322.562500 Penalty: 2792.919434
	Iteration 19Q: 3 clusters Score -696322.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -696399.500000 Penalty: 2792.919434
	Iteration 20F: 3 clusters Score -696399.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -696477.625000 Penalty: 2792.919434
	Iteration 21Q: 3 clusters Score -696477.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -696554.062500 Penalty: 2792.919434
	Iteration 22Q: 3 clusters Score -696554.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -696612.437500 Penalty: 2792.919434
	Iteration 23Q: 3 clusters Score -696612.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -696654.250000 Penalty: 2792.919434
	Iteration 24Q: 3 clusters Score -696654.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -696694.125000 Penalty: 2792.919434
	Iteration 25Q: 3 clusters Score -696694.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -696722.750000 Penalty: 2792.919434
	Iteration 26Q: 3 clusters Score -696722.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -696747.812500 Penalty: 2792.919434
	Iteration 27Q: 3 clusters Score -696747.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -696764.437500 Penalty: 2792.919434
	Iteration 28Q: 3 clusters Score -696764.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -696777.187500 Penalty: 2792.919434
	Iteration 29Q: 3 clusters Score -696777.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -696786.125000 Penalty: 2792.919434
	Iteration 30Q: 3 clusters Score -696786.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -696792.187500 Penalty: 2792.919434
	Iteration 31Q: 3 clusters Score -696792.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -696797.250000 Penalty: 2792.919434
	Iteration 32Q: 3 clusters Score -696797.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -696798.750000 Penalty: 2792.919434
	Iteration 33Q: 3 clusters Score -696798.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -696798.750000 Penalty: 2792.919434
	Iteration 34F: 3 clusters Score -696798.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Entering Unmasked Estep 
Score: -1522947.500000 Penalty: 1520.026245
	Iteration 0F: 2 clusters Score -1522948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1514749.500000 Penalty: 3040.052490
	Iteration 0F: 3 clusters Score -1514750 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1517514.500000 Penalty: 3040.052490
	Iteration 1F: 3 clusters Score -1517514 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1517803.500000 Penalty: 3040.052490
	Iteration 2F: 3 clusters Score -1517804 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1518036.500000 Penalty: 3040.052490
	Iteration 3F: 3 clusters Score -1518036 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1518222.500000 Penalty: 3040.052490
	Iteration 4Q: 3 clusters Score -1518222 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1518400.875000 Penalty: 3040.052490
	Iteration 5Q: 3 clusters Score -1518401 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1518600.875000 Penalty: 3040.052490
	Iteration 6Q: 3 clusters Score -1518601 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1518836.875000 Penalty: 3040.052490
	Iteration 7Q: 3 clusters Score -1518837 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1519120.750000 Penalty: 3040.052490
	Iteration 8Q: 3 clusters Score -1519121 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1519437.750000 Penalty: 3040.052490
	Iteration 9Q: 3 clusters Score -1519438 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1519770.750000 Penalty: 3040.052490
	Iteration 10Q: 3 clusters Score -1519771 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1520141.250000 Penalty: 3040.052490
	Iteration 11Q: 3 clusters Score -1520141 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1520485.000000 Penalty: 3040.052490
	Iteration 12Q: 3 clusters Score -1520485 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1520698.125000 Penalty: 3040.052490
	Iteration 13Q: 3 clusters Score -1520698 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1520805.000000 Penalty: 3040.052490
	Iteration 14Q: 3 clusters Score -1520805 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1520856.375000 Penalty: 3040.052490
	Iteration 15Q: 3 clusters Score -1520856 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1520887.500000 Penalty: 3040.052490
	Iteration 16Q: 3 clusters Score -1520888 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1520914.750000 Penalty: 3040.052490
	Iteration 17Q: 3 clusters Score -1520915 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1520932.000000 Penalty: 3040.052490
	Iteration 18Q: 3 clusters Score -1520932 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1520947.375000 Penalty: 3040.052490
	Iteration 19Q: 3 clusters Score -1520947 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1520960.625000 Penalty: 3040.052490
	Iteration 20F: 3 clusters Score -1520961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1520971.000000 Penalty: 3040.052490
	Iteration 21Q: 3 clusters Score -1520971 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1520981.750000 Penalty: 3040.052490
	Iteration 22Q: 3 clusters Score -1520982 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1520989.625000 Penalty: 3040.052490
	Iteration 23Q: 3 clusters Score -1520990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1520993.000000 Penalty: 3040.052490
	Iteration 24Q: 3 clusters Score -1520993 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1521003.125000 Penalty: 3040.052490
	Iteration 25Q: 3 clusters Score -1521003 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1521008.125000 Penalty: 3040.052490
	Iteration 26Q: 3 clusters Score -1521008 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1521013.125000 Penalty: 3040.052490
	Iteration 27Q: 3 clusters Score -1521013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1521018.875000 Penalty: 3040.052490
	Iteration 28Q: 3 clusters Score -1521019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1521022.500000 Penalty: 3040.052490
	Iteration 29Q: 3 clusters Score -1521022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1521027.000000 Penalty: 3040.052490
	Iteration 30Q: 3 clusters Score -1521027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1521031.625000 Penalty: 3040.052490
	Iteration 31Q: 3 clusters Score -1521032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1521039.125000 Penalty: 3040.052490
	Iteration 32Q: 3 clusters Score -1521039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1521038.875000 Penalty: 3040.052490
	Iteration 33Q: 3 clusters Score -1521039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1521045.250000 Penalty: 3040.052490
	Iteration 34Q: 3 clusters Score -1521045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1521050.875000 Penalty: 3040.052490
	Iteration 35Q: 3 clusters Score -1521051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1521052.875000 Penalty: 3040.052490
	Iteration 36Q: 3 clusters Score -1521053 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1521062.250000 Penalty: 3040.052490
	Iteration 37Q: 3 clusters Score -1521062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1521068.000000 Penalty: 3040.052490
	Iteration 38Q: 3 clusters Score -1521068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1521072.375000 Penalty: 3040.052490
	Iteration 39Q: 3 clusters Score -1521072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1521081.125000 Penalty: 3040.052490
	Iteration 40F: 3 clusters Score -1521081 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1521086.750000 Penalty: 3040.052490
	Iteration 41Q: 3 clusters Score -1521087 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1521094.125000 Penalty: 3040.052490
	Iteration 42Q: 3 clusters Score -1521094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1521101.750000 Penalty: 3040.052490
	Iteration 43Q: 3 clusters Score -1521102 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1521109.500000 Penalty: 3040.052490
	Iteration 44Q: 3 clusters Score -1521110 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1521124.125000 Penalty: 3040.052490
	Iteration 45Q: 3 clusters Score -1521124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1521146.125000 Penalty: 3040.052490
	Iteration 46Q: 3 clusters Score -1521146 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1521157.375000 Penalty: 3040.052490
	Iteration 47Q: 3 clusters Score -1521157 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1521173.625000 Penalty: 3040.052490
	Iteration 48Q: 3 clusters Score -1521174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1521184.375000 Penalty: 3040.052490
	Iteration 49Q: 3 clusters Score -1521184 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1521202.500000 Penalty: 3040.052490
	Iteration 50Q: 3 clusters Score -1521202 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1521220.875000 Penalty: 3040.052490
	Iteration 51Q: 3 clusters Score -1521221 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1521240.625000 Penalty: 3040.052490
	Iteration 52Q: 3 clusters Score -1521241 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1521259.125000 Penalty: 3040.052490
	Iteration 53Q: 3 clusters Score -1521259 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1521273.375000 Penalty: 3040.052490
	Iteration 54Q: 3 clusters Score -1521273 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1521286.625000 Penalty: 3040.052490
	Iteration 55Q: 3 clusters Score -1521287 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1521297.000000 Penalty: 3040.052490
	Iteration 56Q: 3 clusters Score -1521297 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1521307.625000 Penalty: 3040.052490
	Iteration 57Q: 3 clusters Score -1521308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1521320.750000 Penalty: 3040.052490
	Iteration 58Q: 3 clusters Score -1521321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1521328.000000 Penalty: 3040.052490
	Iteration 59Q: 3 clusters Score -1521328 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1521345.125000 Penalty: 3040.052490
	Iteration 60F: 3 clusters Score -1521345 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1521361.875000 Penalty: 3040.052490
	Iteration 61Q: 3 clusters Score -1521362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1521371.625000 Penalty: 3040.052490
	Iteration 62Q: 3 clusters Score -1521372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1521385.375000 Penalty: 3040.052490
	Iteration 63Q: 3 clusters Score -1521385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1521396.125000 Penalty: 3040.052490
	Iteration 64Q: 3 clusters Score -1521396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1521404.500000 Penalty: 3040.052490
	Iteration 65Q: 3 clusters Score -1521404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1521417.875000 Penalty: 3040.052490
	Iteration 66Q: 3 clusters Score -1521418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1521431.125000 Penalty: 3040.052490
	Iteration 67Q: 3 clusters Score -1521431 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1521446.375000 Penalty: 3040.052490
	Iteration 68Q: 3 clusters Score -1521446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1521461.125000 Penalty: 3040.052490
	Iteration 69Q: 3 clusters Score -1521461 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1521471.250000 Penalty: 3040.052490
	Iteration 70Q: 3 clusters Score -1521471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1521484.875000 Penalty: 3040.052490
	Iteration 71Q: 3 clusters Score -1521485 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1521493.750000 Penalty: 3040.052490
	Iteration 72Q: 3 clusters Score -1521494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1521501.625000 Penalty: 3040.052490
	Iteration 73Q: 3 clusters Score -1521502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1521508.875000 Penalty: 3040.052490
	Iteration 74Q: 3 clusters Score -1521509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1521519.750000 Penalty: 3040.052490
	Iteration 75Q: 3 clusters Score -1521520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1521521.000000 Penalty: 3040.052490
	Iteration 76Q: 3 clusters Score -1521521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1521529.250000 Penalty: 3040.052490
	Iteration 77Q: 3 clusters Score -1521529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1521541.250000 Penalty: 3040.052490
	Iteration 78Q: 3 clusters Score -1521541 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1521547.125000 Penalty: 3040.052490
	Iteration 79Q: 3 clusters Score -1521547 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1521556.000000 Penalty: 3040.052490
	Iteration 80F: 3 clusters Score -1521556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1521566.750000 Penalty: 3040.052490
	Iteration 81Q: 3 clusters Score -1521567 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1521573.750000 Penalty: 3040.052490
	Iteration 82Q: 3 clusters Score -1521574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1521580.875000 Penalty: 3040.052490
	Iteration 83Q: 3 clusters Score -1521581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1521579.125000 Penalty: 3040.052490
	Iteration 84Q: 3 clusters Score -1521579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1521583.750000 Penalty: 3040.052490
	Iteration 85Q: 3 clusters Score -1521584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1521586.000000 Penalty: 3040.052490
	Iteration 86Q: 3 clusters Score -1521586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1521586.625000 Penalty: 3040.052490
	Iteration 87Q: 3 clusters Score -1521587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1521588.375000 Penalty: 3040.052490
	Iteration 88Q: 3 clusters Score -1521588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1521589.625000 Penalty: 3040.052490
	Iteration 89Q: 3 clusters Score -1521590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1521593.375000 Penalty: 3040.052490
	Iteration 90Q: 3 clusters Score -1521593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1521591.750000 Penalty: 3040.052490
	Iteration 91Q: 3 clusters Score -1521592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1521592.625000 Penalty: 3040.052490
	Iteration 92Q: 3 clusters Score -1521593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1521592.500000 Penalty: 3040.052490
	Iteration 93Q: 3 clusters Score -1521592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1521594.000000 Penalty: 3040.052490
	Iteration 94Q: 3 clusters Score -1521594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1521595.375000 Penalty: 3040.052490
	Iteration 95Q: 3 clusters Score -1521595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1521595.000000 Penalty: 3040.052490
	Iteration 96Q: 3 clusters Score -1521595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1521597.125000 Penalty: 3040.052490
	Iteration 97Q: 3 clusters Score -1521597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1521598.875000 Penalty: 3040.052490
	Iteration 98Q: 3 clusters Score -1521599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1521603.125000 Penalty: 3040.052490
	Iteration 99Q: 3 clusters Score -1521603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1521603.250000 Penalty: 3040.052490
	Iteration 100F: 3 clusters Score -1521603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1521603.500000 Penalty: 3040.052490
	Iteration 101Q: 3 clusters Score -1521604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1521602.375000 Penalty: 3040.052490
	Iteration 102Q: 3 clusters Score -1521602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1521605.000000 Penalty: 3040.052490
	Iteration 103Q: 3 clusters Score -1521605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1521606.500000 Penalty: 3040.052490
	Iteration 104Q: 3 clusters Score -1521606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1521613.000000 Penalty: 3040.052490
	Iteration 105Q: 3 clusters Score -1521613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1521611.250000 Penalty: 3040.052490
	Iteration 106Q: 3 clusters Score -1521611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1521618.250000 Penalty: 3040.052490
	Iteration 107Q: 3 clusters Score -1521618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1521620.000000 Penalty: 3040.052490
	Iteration 108Q: 3 clusters Score -1521620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1521620.375000 Penalty: 3040.052490
	Iteration 109Q: 3 clusters Score -1521620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1521619.000000 Penalty: 3040.052490
	Iteration 110Q: 3 clusters Score -1521619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1521619.000000 Penalty: 3040.052490
	Iteration 111Q: 3 clusters Score -1521619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1521621.500000 Penalty: 3040.052490
	Iteration 112Q: 3 clusters Score -1521622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1521627.000000 Penalty: 3040.052490
	Iteration 113Q: 3 clusters Score -1521627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1521629.625000 Penalty: 3040.052490
	Iteration 114Q: 3 clusters Score -1521630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1521632.250000 Penalty: 3040.052490
	Iteration 115Q: 3 clusters Score -1521632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1521634.625000 Penalty: 3040.052490
	Iteration 116Q: 3 clusters Score -1521635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1521633.250000 Penalty: 3040.052490
	Iteration 117Q: 3 clusters Score -1521633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1521633.250000 Penalty: 3040.052490
	Iteration 118F: 3 clusters Score -1521633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Entering Unmasked Estep 
Score: -771543.500000 Penalty: 1418.973267
	Iteration 0F: 2 clusters Score -771543.5 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 3159 members 
Entering Unmasked Estep 
Score: -766787.312500 Penalty: 2837.946533
	Iteration 0F: 3 clusters Score -766787.3 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -768185.000000 Penalty: 2837.946533
	Iteration 1F: 3 clusters Score -768185 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -768358.625000 Penalty: 2837.946533
	Iteration 2F: 3 clusters Score -768358.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -768496.062500 Penalty: 2837.946533
	Iteration 3Q: 3 clusters Score -768496.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -768604.375000 Penalty: 2837.946533
	Iteration 4Q: 3 clusters Score -768604.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -768702.437500 Penalty: 2837.946533
	Iteration 5Q: 3 clusters Score -768702.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -768810.062500 Penalty: 2837.946533
	Iteration 6Q: 3 clusters Score -768810.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -768942.250000 Penalty: 2837.946533
	Iteration 7Q: 3 clusters Score -768942.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -769103.125000 Penalty: 2837.946533
	Iteration 8Q: 3 clusters Score -769103.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -769310.062500 Penalty: 2837.946533
	Iteration 9Q: 3 clusters Score -769310.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -769512.562500 Penalty: 2837.946533
	Iteration 10Q: 3 clusters Score -769512.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -769711.312500 Penalty: 2837.946533
	Iteration 11Q: 3 clusters Score -769711.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -769881.375000 Penalty: 2837.946533
	Iteration 12Q: 3 clusters Score -769881.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -770023.375000 Penalty: 2837.946533
	Iteration 13Q: 3 clusters Score -770023.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -770127.937500 Penalty: 2837.946533
	Iteration 14Q: 3 clusters Score -770127.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -770201.687500 Penalty: 2837.946533
	Iteration 15Q: 3 clusters Score -770201.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -770251.312500 Penalty: 2837.946533
	Iteration 16Q: 3 clusters Score -770251.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -770279.937500 Penalty: 2837.946533
	Iteration 17Q: 3 clusters Score -770279.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -770298.750000 Penalty: 2837.946533
	Iteration 18Q: 3 clusters Score -770298.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -770316.875000 Penalty: 2837.946533
	Iteration 19Q: 3 clusters Score -770316.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -770331.750000 Penalty: 2837.946533
	Iteration 20F: 3 clusters Score -770331.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -770343.625000 Penalty: 2837.946533
	Iteration 21Q: 3 clusters Score -770343.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -770354.437500 Penalty: 2837.946533
	Iteration 22Q: 3 clusters Score -770354.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -770364.750000 Penalty: 2837.946533
	Iteration 23Q: 3 clusters Score -770364.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -770372.312500 Penalty: 2837.946533
	Iteration 24Q: 3 clusters Score -770372.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -770377.625000 Penalty: 2837.946533
	Iteration 25Q: 3 clusters Score -770377.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -770381.687500 Penalty: 2837.946533
	Iteration 26Q: 3 clusters Score -770381.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -770385.125000 Penalty: 2837.946533
	Iteration 27Q: 3 clusters Score -770385.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -770388.187500 Penalty: 2837.946533
	Iteration 28Q: 3 clusters Score -770388.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -770391.437500 Penalty: 2837.946533
	Iteration 29Q: 3 clusters Score -770391.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -770391.437500 Penalty: 2837.946533
	Iteration 30F: 3 clusters Score -770391.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66092 members 
Entering Unmasked Estep 
Score: -8715703.000000 Penalty: 1803.555420
	Iteration 0F: 2 clusters Score -8715703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -8681458.000000 Penalty: 3607.110840
	Iteration 0F: 3 clusters Score -8681458 nChanged 31136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -8699785.000000 Penalty: 3607.110840
	Iteration 1F: 3 clusters Score -8699785 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -8700644.000000 Penalty: 3607.110840
	Iteration 2Q: 3 clusters Score -8700644 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -8701973.000000 Penalty: 3607.110840
	Iteration 3Q: 3 clusters Score -8701973 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -8703916.000000 Penalty: 3607.110840
	Iteration 4F: 3 clusters Score -8703916 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -8706731.000000 Penalty: 3607.110840
	Iteration 5F: 3 clusters Score -8706731 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -8710599.000000 Penalty: 3607.110840
	Iteration 6F: 3 clusters Score -8710599 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -8714157.000000 Penalty: 3607.110840
	Iteration 7F: 3 clusters Score -8714157 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -8716206.000000 Penalty: 3607.110840
	Iteration 8F: 3 clusters Score -8716206 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -8717017.000000 Penalty: 3607.110840
	Iteration 9Q: 3 clusters Score -8717017 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -8717614.000000 Penalty: 3607.110840
	Iteration 10Q: 3 clusters Score -8717614 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -8717918.000000 Penalty: 3607.110840
	Iteration 11Q: 3 clusters Score -8717918 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -8717964.000000 Penalty: 3607.110840
	Iteration 12Q: 3 clusters Score -8717964 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -8717730.000000 Penalty: 3607.110840
	Iteration 13Q: 3 clusters Score -8717730 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -8717182.000000 Penalty: 3607.110840
	Iteration 14Q: 3 clusters Score -8717182 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57313 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -8716417.000000 Penalty: 3607.110840
	Iteration 15Q: 3 clusters Score -8716417 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -8715668.000000 Penalty: 3607.110840
	Iteration 16Q: 3 clusters Score -8715668 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -8714928.000000 Penalty: 3607.110840
	Iteration 17Q: 3 clusters Score -8714928 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62779 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -8714387.000000 Penalty: 3607.110840
	Iteration 18Q: 3 clusters Score -8714387 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63650 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -8714177.000000 Penalty: 3607.110840
	Iteration 19Q: 3 clusters Score -8714177 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64235 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -8714808.000000 Penalty: 3607.110840
	Iteration 20F: 3 clusters Score -8714808 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65285 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8714504.000000 Penalty: 3607.110840
	Iteration 21Q: 3 clusters Score -8714504 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65688 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8714402.000000 Penalty: 3607.110840
	Iteration 22Q: 3 clusters Score -8714402 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65818 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8714366.000000 Penalty: 3607.110840
	Iteration 23Q: 3 clusters Score -8714366 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8714355.000000 Penalty: 3607.110840
	Iteration 24Q: 3 clusters Score -8714355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65882 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8714356.000000 Penalty: 3607.110840
	Iteration 25Q: 3 clusters Score -8714356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65892 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8714360.000000 Penalty: 3607.110840
	Iteration 26Q: 3 clusters Score -8714360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65898 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8714354.000000 Penalty: 3607.110840
	Iteration 27Q: 3 clusters Score -8714354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65902 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8714356.000000 Penalty: 3607.110840
	Iteration 28Q: 3 clusters Score -8714356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65905 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8714351.000000 Penalty: 3607.110840
	Iteration 29Q: 3 clusters Score -8714351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65907 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8714346.000000 Penalty: 3607.110840
	Iteration 30Q: 3 clusters Score -8714346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65907 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8714346.000000 Penalty: 3607.110840
	Iteration 31F: 3 clusters Score -8714346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (102623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102623 members 
Entering Unmasked Estep 
Score: -13266566.000000 Penalty: 1875.057861
	Iteration 0F: 2 clusters Score -1.326657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -13200526.000000 Penalty: 3750.115723
	Iteration 0F: 3 clusters Score -1.320053e+07 nChanged 49177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54012 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -13229097.000000 Penalty: 3750.115723
	Iteration 1F: 3 clusters Score -1.32291e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -13230219.000000 Penalty: 3750.115723
	Iteration 2Q: 3 clusters Score -1.323022e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58334 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -13231783.000000 Penalty: 3750.115723
	Iteration 3Q: 3 clusters Score -1.323178e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62193 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -13234049.000000 Penalty: 3750.115723
	Iteration 4Q: 3 clusters Score -1.323405e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67587 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -13237459.000000 Penalty: 3750.115723
	Iteration 5F: 3 clusters Score -1.323746e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74579 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -13242513.000000 Penalty: 3750.115723
	Iteration 6F: 3 clusters Score -1.324251e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82544 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -13248423.000000 Penalty: 3750.115723
	Iteration 7F: 3 clusters Score -1.324842e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89908 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -13253779.000000 Penalty: 3750.115723
	Iteration 8F: 3 clusters Score -1.325378e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95299 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -13259119.000000 Penalty: 3750.115723
	Iteration 9F: 3 clusters Score -1.325912e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98680 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -13262494.000000 Penalty: 3750.115723
	Iteration 10Q: 3 clusters Score -1.326249e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100611 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -13264093.000000 Penalty: 3750.115723
	Iteration 11Q: 3 clusters Score -1.326409e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101543 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -13264675.000000 Penalty: 3750.115723
	Iteration 12Q: 3 clusters Score -1.326468e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101989 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -13264892.000000 Penalty: 3750.115723
	Iteration 13Q: 3 clusters Score -1.326489e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102171 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -13264916.000000 Penalty: 3750.115723
	Iteration 14Q: 3 clusters Score -1.326492e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102261 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -13264951.000000 Penalty: 3750.115723
	Iteration 15Q: 3 clusters Score -1.326495e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102301 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13264982.000000 Penalty: 3750.115723
	Iteration 16Q: 3 clusters Score -1.326498e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102329 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -13264992.000000 Penalty: 3750.115723
	Iteration 17Q: 3 clusters Score -1.326499e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102344 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -13265004.000000 Penalty: 3750.115723
	Iteration 18Q: 3 clusters Score -1.3265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102350 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -13265002.000000 Penalty: 3750.115723
	Iteration 19Q: 3 clusters Score -1.3265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102353 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -13264996.000000 Penalty: 3750.115723
	Iteration 20F: 3 clusters Score -1.3265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102352 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -13264999.000000 Penalty: 3750.115723
	Iteration 21Q: 3 clusters Score -1.3265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102356 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -13264999.000000 Penalty: 3750.115723
	Iteration 22Q: 3 clusters Score -1.3265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102358 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -13265010.000000 Penalty: 3750.115723
	Iteration 23Q: 3 clusters Score -1.326501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102360 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -13265015.000000 Penalty: 3750.115723
	Iteration 24Q: 3 clusters Score -1.326502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102361 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -13265005.000000 Penalty: 3750.115723
	Iteration 25Q: 3 clusters Score -1.3265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102362 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -13265015.000000 Penalty: 3750.115723
	Iteration 26Q: 3 clusters Score -1.326502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102362 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -13265019.000000 Penalty: 3750.115723
	Iteration 27Q: 3 clusters Score -1.326502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102362 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -13265019.000000 Penalty: 3750.115723
	Iteration 28F: 3 clusters Score -1.326502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Entering Unmasked Estep 
Score: -116122.898438 Penalty: 1154.022339
	Iteration 0F: 2 clusters Score -116122.9 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 623 members 
Entering Unmasked Estep 
Score: -114669.679688 Penalty: 2308.044678
	Iteration 0F: 3 clusters Score -114669.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -115793.578125 Penalty: 2308.044678
	Iteration 1F: 3 clusters Score -115793.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -116359.210938 Penalty: 2308.044678
	Iteration 2F: 3 clusters Score -116359.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -116779.773438 Penalty: 2308.044678
	Iteration 3F: 3 clusters Score -116779.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -117054.437500 Penalty: 2308.044678
	Iteration 4F: 3 clusters Score -117054.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -117334.515625 Penalty: 2308.044678
	Iteration 5F: 3 clusters Score -117334.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -117531.929688 Penalty: 2308.044678
	Iteration 6Q: 3 clusters Score -117531.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -117717.382812 Penalty: 2308.044678
	Iteration 7Q: 3 clusters Score -117717.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -117840.843750 Penalty: 2308.044678
	Iteration 8Q: 3 clusters Score -117840.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -117900.304688 Penalty: 2308.044678
	Iteration 9Q: 3 clusters Score -117900.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -117923.859375 Penalty: 2308.044678
	Iteration 10Q: 3 clusters Score -117923.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -117935.382812 Penalty: 2308.044678
	Iteration 11Q: 3 clusters Score -117935.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -117936.195312 Penalty: 2308.044678
	Iteration 12Q: 3 clusters Score -117936.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -117936.195312 Penalty: 2308.044678
	Iteration 13F: 3 clusters Score -117936.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 146 members 
Mstep: Class 3 contains 730 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 12541 members 
Mstep: Class 6 contains 88126 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 5397 members 
Mstep: Class 10 contains 11545 members 
Mstep: Class 12 contains 6199 members 
Mstep: Class 14 contains 66092 members 
Mstep: Class 15 contains 102623 members 
Mstep: Class 16 contains 484 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 754 members 
Mstep: Class 19 contains 8127 members 
Mstep: Class 21 contains 9546 members 
Mstep: Class 23 contains 37270 members 
Entering Unmasked Estep 
Score: -53992856.000000 Penalty: 37888.101562
Splitting cluster 16 changes total score from -53989764.000000 to -53992856.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 17 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -29852.261719 Penalty: 1007.252808
	Iteration 0F: 2 clusters Score -29852.26 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 245 members 
Entering Unmasked Estep 
Score: -29154.943359 Penalty: 2014.505615
	Iteration 0F: 3 clusters Score -29154.94 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29746.605469 Penalty: 2014.505615
	Iteration 1F: 3 clusters Score -29746.61 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -29978.753906 Penalty: 2014.505615
	Iteration 2F: 3 clusters Score -29978.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -30092.638672 Penalty: 2014.505615
	Iteration 3F: 3 clusters Score -30092.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -30245.046875 Penalty: 2014.505615
	Iteration 4Q: 3 clusters Score -30245.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -30316.177734 Penalty: 2014.505615
	Iteration 5Q: 3 clusters Score -30316.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -30369.863281 Penalty: 2014.505615
	Iteration 6Q: 3 clusters Score -30369.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -30391.208984 Penalty: 2014.505615
	Iteration 7Q: 3 clusters Score -30391.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -30411.988281 Penalty: 2014.505615
	Iteration 8Q: 3 clusters Score -30411.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -30419.623047 Penalty: 2014.505615
	Iteration 9Q: 3 clusters Score -30419.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -30426.396484 Penalty: 2014.505615
	Iteration 10Q: 3 clusters Score -30426.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -30430.578125 Penalty: 2014.505615
	Iteration 11Q: 3 clusters Score -30430.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -30479.033203 Penalty: 2014.505615
	Iteration 12F: 3 clusters Score -30479.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -30589.064453 Penalty: 2014.505615
	Iteration 13Q: 3 clusters Score -30589.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -30618.437500 Penalty: 2014.505615
	Iteration 14Q: 3 clusters Score -30618.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -30631.558594 Penalty: 2014.505615
	Iteration 15Q: 3 clusters Score -30631.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -30652.933594 Penalty: 2014.505615
	Iteration 16Q: 3 clusters Score -30652.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -30655.130859 Penalty: 2014.505615
	Iteration 17Q: 3 clusters Score -30655.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -30660.505859 Penalty: 2014.505615
	Iteration 18F: 3 clusters Score -30660.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -30704.998047 Penalty: 2014.505615
	Iteration 19Q: 3 clusters Score -30705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -30706.390625 Penalty: 2014.505615
	Iteration 20F: 3 clusters Score -30706.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 146 members 
Mstep: Class 3 contains 730 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 12541 members 
Mstep: Class 6 contains 88126 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 5397 members 
Mstep: Class 9 contains 356 members 
Mstep: Class 10 contains 11545 members 
Mstep: Class 12 contains 6199 members 
Mstep: Class 14 contains 66092 members 
Mstep: Class 15 contains 102623 members 
Mstep: Class 16 contains 484 members 
Mstep: Class 17 contains 136 members 
Mstep: Class 18 contains 754 members 
Mstep: Class 19 contains 8127 members 
Mstep: Class 21 contains 9546 members 
Mstep: Class 23 contains 37270 members 
Entering Unmasked Estep 
Score: -53992616.000000 Penalty: 39992.996094
Splitting cluster 17 changes total score from -53989764.000000 to -53992616.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 18 (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: -92747.546875 Penalty: 1076.626221
	Iteration 0F: 2 clusters Score -92747.55 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 382 members 
Entering Unmasked Estep 
Score: -91471.914062 Penalty: 2153.252441
	Iteration 0F: 3 clusters Score -91471.91 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -91707.429688 Penalty: 2153.252441
	Iteration 1F: 3 clusters Score -91707.43 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91783.796875 Penalty: 2153.252441
	Iteration 2F: 3 clusters Score -91783.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -91819.812500 Penalty: 2153.252441
	Iteration 3Q: 3 clusters Score -91819.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -91860.546875 Penalty: 2153.252441
	Iteration 4Q: 3 clusters Score -91860.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -91890.000000 Penalty: 2153.252441
	Iteration 5Q: 3 clusters Score -91890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -91901.703125 Penalty: 2153.252441
	Iteration 6Q: 3 clusters Score -91901.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -91905.945312 Penalty: 2153.252441
	Iteration 7Q: 3 clusters Score -91905.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -91909.867188 Penalty: 2153.252441
	Iteration 8Q: 3 clusters Score -91909.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -91926.312500 Penalty: 2153.252441
	Iteration 9Q: 3 clusters Score -91926.31 nChanged 5
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: -91941.109375 Penalty: 2153.252441
	Iteration 10Q: 3 clusters Score -91941.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -91953.750000 Penalty: 2153.252441
	Iteration 11Q: 3 clusters Score -91953.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -91960.992188 Penalty: 2153.252441
	Iteration 12Q: 3 clusters Score -91960.99 nChanged 1
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: -91963.125000 Penalty: 2153.252441
	Iteration 13Q: 3 clusters Score -91963.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -91964.437500 Penalty: 2153.252441
	Iteration 14Q: 3 clusters Score -91964.44 nChanged 1
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: -91965.984375 Penalty: 2153.252441
	Iteration 15Q: 3 clusters Score -91965.98 nChanged 0
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: -91965.984375 Penalty: 2153.252441
	Iteration 16F: 3 clusters Score -91965.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Entering Unmasked Estep 
Score: -1066646.500000 Penalty: 1462.978882
	Iteration 0F: 2 clusters Score -1066646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1060723.375000 Penalty: 2925.957764
	Iteration 0F: 3 clusters Score -1060723 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1062621.750000 Penalty: 2925.957764
	Iteration 1F: 3 clusters Score -1062622 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1062900.625000 Penalty: 2925.957764
	Iteration 2F: 3 clusters Score -1062901 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1063129.750000 Penalty: 2925.957764
	Iteration 3F: 3 clusters Score -1063130 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1063365.500000 Penalty: 2925.957764
	Iteration 4Q: 3 clusters Score -1063366 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1063659.875000 Penalty: 2925.957764
	Iteration 5F: 3 clusters Score -1063660 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1063939.750000 Penalty: 2925.957764
	Iteration 6F: 3 clusters Score -1063940 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1064221.875000 Penalty: 2925.957764
	Iteration 7Q: 3 clusters Score -1064222 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1064497.250000 Penalty: 2925.957764
	Iteration 8Q: 3 clusters Score -1064497 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1064801.500000 Penalty: 2925.957764
	Iteration 9Q: 3 clusters Score -1064802 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1065025.875000 Penalty: 2925.957764
	Iteration 10Q: 3 clusters Score -1065026 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1065171.375000 Penalty: 2925.957764
	Iteration 11Q: 3 clusters Score -1065171 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1065256.375000 Penalty: 2925.957764
	Iteration 12Q: 3 clusters Score -1065256 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1065315.125000 Penalty: 2925.957764
	Iteration 13Q: 3 clusters Score -1065315 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1065356.750000 Penalty: 2925.957764
	Iteration 14Q: 3 clusters Score -1065357 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1065379.750000 Penalty: 2925.957764
	Iteration 15Q: 3 clusters Score -1065380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1065399.875000 Penalty: 2925.957764
	Iteration 16Q: 3 clusters Score -1065400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1065411.125000 Penalty: 2925.957764
	Iteration 17Q: 3 clusters Score -1065411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1065420.875000 Penalty: 2925.957764
	Iteration 18Q: 3 clusters Score -1065421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1065428.375000 Penalty: 2925.957764
	Iteration 19Q: 3 clusters Score -1065428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1065433.500000 Penalty: 2925.957764
	Iteration 20F: 3 clusters Score -1065434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1065435.750000 Penalty: 2925.957764
	Iteration 21Q: 3 clusters Score -1065436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1065436.500000 Penalty: 2925.957764
	Iteration 22Q: 3 clusters Score -1065436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1065436.125000 Penalty: 2925.957764
	Iteration 23Q: 3 clusters Score -1065436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1065436.125000 Penalty: 2925.957764
	Iteration 24Q: 3 clusters Score -1065436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1065436.625000 Penalty: 2925.957764
	Iteration 25Q: 3 clusters Score -1065437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1065436.750000 Penalty: 2925.957764
	Iteration 26Q: 3 clusters Score -1065437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1065440.500000 Penalty: 2925.957764
	Iteration 27Q: 3 clusters Score -1065440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1065441.500000 Penalty: 2925.957764
	Iteration 28Q: 3 clusters Score -1065442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1065443.750000 Penalty: 2925.957764
	Iteration 29Q: 3 clusters Score -1065444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1065446.125000 Penalty: 2925.957764
	Iteration 30Q: 3 clusters Score -1065446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1065446.375000 Penalty: 2925.957764
	Iteration 31Q: 3 clusters Score -1065446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1065449.000000 Penalty: 2925.957764
	Iteration 32Q: 3 clusters Score -1065449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1065451.750000 Penalty: 2925.957764
	Iteration 33Q: 3 clusters Score -1065452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1065452.125000 Penalty: 2925.957764
	Iteration 34Q: 3 clusters Score -1065452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1065452.000000 Penalty: 2925.957764
	Iteration 35Q: 3 clusters Score -1065452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1065455.375000 Penalty: 2925.957764
	Iteration 36Q: 3 clusters Score -1065455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1065455.625000 Penalty: 2925.957764
	Iteration 37Q: 3 clusters Score -1065456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1065455.000000 Penalty: 2925.957764
	Iteration 38Q: 3 clusters Score -1065455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1065457.125000 Penalty: 2925.957764
	Iteration 39Q: 3 clusters Score -1065457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1065456.125000 Penalty: 2925.957764
	Iteration 40F: 3 clusters Score -1065456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1065458.125000 Penalty: 2925.957764
	Iteration 41Q: 3 clusters Score -1065458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1065458.750000 Penalty: 2925.957764
	Iteration 42Q: 3 clusters Score -1065459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1065458.750000 Penalty: 2925.957764
	Iteration 43F: 3 clusters Score -1065459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Entering Unmasked Estep 
Score: -1233650.250000 Penalty: 1489.130127
	Iteration 0F: 2 clusters Score -1233650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1226737.750000 Penalty: 2978.260254
	Iteration 0F: 3 clusters Score -1226738 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1228970.250000 Penalty: 2978.260254
	Iteration 1F: 3 clusters Score -1228970 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1229176.375000 Penalty: 2978.260254
	Iteration 2F: 3 clusters Score -1229176 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1229321.375000 Penalty: 2978.260254
	Iteration 3Q: 3 clusters Score -1229321 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1229425.375000 Penalty: 2978.260254
	Iteration 4Q: 3 clusters Score -1229425 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1229493.500000 Penalty: 2978.260254
	Iteration 5Q: 3 clusters Score -1229494 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1229543.375000 Penalty: 2978.260254
	Iteration 6Q: 3 clusters Score -1229543 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1229589.750000 Penalty: 2978.260254
	Iteration 7Q: 3 clusters Score -1229590 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1229629.750000 Penalty: 2978.260254
	Iteration 8Q: 3 clusters Score -1229630 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1229670.125000 Penalty: 2978.260254
	Iteration 9Q: 3 clusters Score -1229670 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1229707.750000 Penalty: 2978.260254
	Iteration 10Q: 3 clusters Score -1229708 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1229742.375000 Penalty: 2978.260254
	Iteration 11Q: 3 clusters Score -1229742 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1229773.625000 Penalty: 2978.260254
	Iteration 12Q: 3 clusters Score -1229774 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1229810.125000 Penalty: 2978.260254
	Iteration 13Q: 3 clusters Score -1229810 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1229840.000000 Penalty: 2978.260254
	Iteration 14Q: 3 clusters Score -1229840 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1229872.750000 Penalty: 2978.260254
	Iteration 15Q: 3 clusters Score -1229873 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1229914.000000 Penalty: 2978.260254
	Iteration 16Q: 3 clusters Score -1229914 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1229954.625000 Penalty: 2978.260254
	Iteration 17Q: 3 clusters Score -1229955 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1230000.875000 Penalty: 2978.260254
	Iteration 18Q: 3 clusters Score -1230001 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1230070.375000 Penalty: 2978.260254
	Iteration 19Q: 3 clusters Score -1230070 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1230157.750000 Penalty: 2978.260254
	Iteration 20F: 3 clusters Score -1230158 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1230271.375000 Penalty: 2978.260254
	Iteration 21Q: 3 clusters Score -1230271 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1230418.000000 Penalty: 2978.260254
	Iteration 22Q: 3 clusters Score -1230418 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1230596.750000 Penalty: 2978.260254
	Iteration 23Q: 3 clusters Score -1230597 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1230832.375000 Penalty: 2978.260254
	Iteration 24Q: 3 clusters Score -1230832 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1231088.000000 Penalty: 2978.260254
	Iteration 25Q: 3 clusters Score -1231088 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1231324.375000 Penalty: 2978.260254
	Iteration 26Q: 3 clusters Score -1231324 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1231547.000000 Penalty: 2978.260254
	Iteration 27Q: 3 clusters Score -1231547 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1231745.125000 Penalty: 2978.260254
	Iteration 28Q: 3 clusters Score -1231745 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1231901.125000 Penalty: 2978.260254
	Iteration 29Q: 3 clusters Score -1231901 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1231991.125000 Penalty: 2978.260254
	Iteration 30Q: 3 clusters Score -1231991 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1232051.625000 Penalty: 2978.260254
	Iteration 31Q: 3 clusters Score -1232052 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1232101.750000 Penalty: 2978.260254
	Iteration 32Q: 3 clusters Score -1232102 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1232156.000000 Penalty: 2978.260254
	Iteration 33Q: 3 clusters Score -1232156 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1232199.125000 Penalty: 2978.260254
	Iteration 34Q: 3 clusters Score -1232199 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1232233.375000 Penalty: 2978.260254
	Iteration 35Q: 3 clusters Score -1232233 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1232262.125000 Penalty: 2978.260254
	Iteration 36Q: 3 clusters Score -1232262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1232285.750000 Penalty: 2978.260254
	Iteration 37Q: 3 clusters Score -1232286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1232296.625000 Penalty: 2978.260254
	Iteration 38Q: 3 clusters Score -1232297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1232307.625000 Penalty: 2978.260254
	Iteration 39Q: 3 clusters Score -1232308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1232317.500000 Penalty: 2978.260254
	Iteration 40F: 3 clusters Score -1232318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1232319.375000 Penalty: 2978.260254
	Iteration 41Q: 3 clusters Score -1232319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1232323.750000 Penalty: 2978.260254
	Iteration 42Q: 3 clusters Score -1232324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1232327.750000 Penalty: 2978.260254
	Iteration 43Q: 3 clusters Score -1232328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1232334.125000 Penalty: 2978.260254
	Iteration 44Q: 3 clusters Score -1232334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1232338.750000 Penalty: 2978.260254
	Iteration 45Q: 3 clusters Score -1232339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1232344.000000 Penalty: 2978.260254
	Iteration 46Q: 3 clusters Score -1232344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1232347.500000 Penalty: 2978.260254
	Iteration 47Q: 3 clusters Score -1232348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1232347.125000 Penalty: 2978.260254
	Iteration 48Q: 3 clusters Score -1232347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1232347.125000 Penalty: 2978.260254
	Iteration 49F: 3 clusters Score -1232347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Entering Unmasked Estep 
Score: -4860908.000000 Penalty: 1710.465820
	Iteration 0F: 2 clusters Score -4860908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -4835994.000000 Penalty: 3420.931641
	Iteration 0F: 3 clusters Score -4835994 nChanged 17266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -4845942.500000 Penalty: 3420.931641
	Iteration 1F: 3 clusters Score -4845942 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -4846561.500000 Penalty: 3420.931641
	Iteration 2Q: 3 clusters Score -4846562 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -4847315.000000 Penalty: 3420.931641
	Iteration 3Q: 3 clusters Score -4847315 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -4848259.500000 Penalty: 3420.931641
	Iteration 4Q: 3 clusters Score -4848260 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -4849481.000000 Penalty: 3420.931641
	Iteration 5F: 3 clusters Score -4849481 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -4851041.500000 Penalty: 3420.931641
	Iteration 6F: 3 clusters Score -4851042 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -4852624.000000 Penalty: 3420.931641
	Iteration 7F: 3 clusters Score -4852624 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -4853808.000000 Penalty: 3420.931641
	Iteration 8F: 3 clusters Score -4853808 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -4854370.500000 Penalty: 3420.931641
	Iteration 9Q: 3 clusters Score -4854370 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -4854592.500000 Penalty: 3420.931641
	Iteration 10Q: 3 clusters Score -4854592 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -4854739.500000 Penalty: 3420.931641
	Iteration 11Q: 3 clusters Score -4854740 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -4854818.500000 Penalty: 3420.931641
	Iteration 12Q: 3 clusters Score -4854818 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -4854896.500000 Penalty: 3420.931641
	Iteration 13Q: 3 clusters Score -4854896 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -4854987.000000 Penalty: 3420.931641
	Iteration 14Q: 3 clusters Score -4854987 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -4855057.000000 Penalty: 3420.931641
	Iteration 15Q: 3 clusters Score -4855057 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -4855152.500000 Penalty: 3420.931641
	Iteration 16Q: 3 clusters Score -4855152 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -4855236.000000 Penalty: 3420.931641
	Iteration 17Q: 3 clusters Score -4855236 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -4855321.500000 Penalty: 3420.931641
	Iteration 18Q: 3 clusters Score -4855322 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -4855391.500000 Penalty: 3420.931641
	Iteration 19Q: 3 clusters Score -4855392 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -4855451.500000 Penalty: 3420.931641
	Iteration 20F: 3 clusters Score -4855452 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -4855506.500000 Penalty: 3420.931641
	Iteration 21Q: 3 clusters Score -4855506 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -4855571.000000 Penalty: 3420.931641
	Iteration 22Q: 3 clusters Score -4855571 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -4855644.000000 Penalty: 3420.931641
	Iteration 23Q: 3 clusters Score -4855644 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -4855670.500000 Penalty: 3420.931641
	Iteration 24Q: 3 clusters Score -4855670 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -4855708.500000 Penalty: 3420.931641
	Iteration 25Q: 3 clusters Score -4855708 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -4855755.500000 Penalty: 3420.931641
	Iteration 26Q: 3 clusters Score -4855756 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -4855750.500000 Penalty: 3420.931641
	Iteration 27Q: 3 clusters Score -4855750 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -4855764.500000 Penalty: 3420.931641
	Iteration 28Q: 3 clusters Score -4855764 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -4855766.000000 Penalty: 3420.931641
	Iteration 29Q: 3 clusters Score -4855766 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -4855773.000000 Penalty: 3420.931641
	Iteration 30Q: 3 clusters Score -4855773 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -4855796.000000 Penalty: 3420.931641
	Iteration 31Q: 3 clusters Score -4855796 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -4855794.500000 Penalty: 3420.931641
	Iteration 32Q: 3 clusters Score -4855794 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -4855801.000000 Penalty: 3420.931641
	Iteration 33Q: 3 clusters Score -4855801 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -4855806.000000 Penalty: 3420.931641
	Iteration 34Q: 3 clusters Score -4855806 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -4855809.000000 Penalty: 3420.931641
	Iteration 35Q: 3 clusters Score -4855809 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -4855805.000000 Penalty: 3420.931641
	Iteration 36Q: 3 clusters Score -4855805 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -4855819.500000 Penalty: 3420.931641
	Iteration 37Q: 3 clusters Score -4855820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -4855826.000000 Penalty: 3420.931641
	Iteration 38Q: 3 clusters Score -4855826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -4855823.500000 Penalty: 3420.931641
	Iteration 39Q: 3 clusters Score -4855824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -4855820.500000 Penalty: 3420.931641
	Iteration 40F: 3 clusters Score -4855820 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -4855838.500000 Penalty: 3420.931641
	Iteration 41Q: 3 clusters Score -4855838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -4855845.000000 Penalty: 3420.931641
	Iteration 42Q: 3 clusters Score -4855845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -4855852.500000 Penalty: 3420.931641
	Iteration 43Q: 3 clusters Score -4855852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -4855849.000000 Penalty: 3420.931641
	Iteration 44Q: 3 clusters Score -4855849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -4855859.500000 Penalty: 3420.931641
	Iteration 45Q: 3 clusters Score -4855860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -4855858.500000 Penalty: 3420.931641
	Iteration 46Q: 3 clusters Score -4855858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -4855856.500000 Penalty: 3420.931641
	Iteration 47Q: 3 clusters Score -4855856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -4855865.500000 Penalty: 3420.931641
	Iteration 48Q: 3 clusters Score -4855866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -4855852.000000 Penalty: 3420.931641
	Iteration 49Q: 3 clusters Score -4855852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -4855857.000000 Penalty: 3420.931641
	Iteration 50Q: 3 clusters Score -4855857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -4855848.500000 Penalty: 3420.931641
	Iteration 51Q: 3 clusters Score -4855848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -4855852.500000 Penalty: 3420.931641
	Iteration 52Q: 3 clusters Score -4855852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -4855860.500000 Penalty: 3420.931641
	Iteration 53Q: 3 clusters Score -4855860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -4855854.000000 Penalty: 3420.931641
	Iteration 54Q: 3 clusters Score -4855854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -4855856.000000 Penalty: 3420.931641
	Iteration 55Q: 3 clusters Score -4855856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -4855862.500000 Penalty: 3420.931641
	Iteration 56Q: 3 clusters Score -4855862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -4855872.000000 Penalty: 3420.931641
	Iteration 57Q: 3 clusters Score -4855872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -4855867.500000 Penalty: 3420.931641
	Iteration 58Q: 3 clusters Score -4855868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -4855862.500000 Penalty: 3420.931641
	Iteration 59Q: 3 clusters Score -4855862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -4855862.500000 Penalty: 3420.931641
	Iteration 60F: 3 clusters Score -4855862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -4855858.000000 Penalty: 3420.931641
	Iteration 61Q: 3 clusters Score -4855858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -4855853.500000 Penalty: 3420.931641
	Iteration 62Q: 3 clusters Score -4855854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -4855859.000000 Penalty: 3420.931641
	Iteration 63Q: 3 clusters Score -4855859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -4855860.500000 Penalty: 3420.931641
	Iteration 64Q: 3 clusters Score -4855860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -4855869.500000 Penalty: 3420.931641
	Iteration 65Q: 3 clusters Score -4855870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -4855868.500000 Penalty: 3420.931641
	Iteration 66Q: 3 clusters Score -4855868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -4855865.500000 Penalty: 3420.931641
	Iteration 67Q: 3 clusters Score -4855866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -4855867.000000 Penalty: 3420.931641
	Iteration 68Q: 3 clusters Score -4855867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -4855874.500000 Penalty: 3420.931641
	Iteration 69Q: 3 clusters Score -4855874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -4855880.500000 Penalty: 3420.931641
	Iteration 70Q: 3 clusters Score -4855880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -4855885.500000 Penalty: 3420.931641
	Iteration 71Q: 3 clusters Score -4855886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -4855891.000000 Penalty: 3420.931641
	Iteration 72Q: 3 clusters Score -4855891 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -4855902.000000 Penalty: 3420.931641
	Iteration 73Q: 3 clusters Score -4855902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -4855905.500000 Penalty: 3420.931641
	Iteration 74Q: 3 clusters Score -4855906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4855905 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4855912 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4855917 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4855942 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4855939 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4855940 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -4855928.500000 Penalty: 3420.931641
	Iteration 81Q: 3 clusters Score -4855928 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4855934 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -4855944.500000 Penalty: 3420.931641
	Iteration 83Q: 3 clusters Score -4855944 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -4855951.000000 Penalty: 3420.931641
	Iteration 84Q: 3 clusters Score -4855951 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4855948 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4855963 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -4855956.500000 Penalty: 3420.931641
	Iteration 87Q: 3 clusters Score -4855956 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4855962 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -4855959.500000 Penalty: 3420.931641
	Iteration 89Q: 3 clusters Score -4855960 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -4855965.500000 Penalty: 3420.931641
	Iteration 90Q: 3 clusters Score -4855966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4855962 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4855965 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4855967 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -4855968.500000 Penalty: 3420.931641
	Iteration 94Q: 3 clusters Score -4855968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4855970 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4855963 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4855962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4855967 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4855974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4855968 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4855983 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4855966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -4855985.500000 Penalty: 3420.931641
	Iteration 103Q: 3 clusters Score -4855986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -4855992.500000 Penalty: 3420.931641
	Iteration 104Q: 3 clusters Score -4855992 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -4856001.000000 Penalty: 3420.931641
	Iteration 105Q: 3 clusters Score -4856001 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -4856007.500000 Penalty: 3420.931641
	Iteration 106Q: 3 clusters Score -4856008 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -4856024.000000 Penalty: 3420.931641
	Iteration 107Q: 3 clusters Score -4856024 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -4856020.000000 Penalty: 3420.931641
	Iteration 108Q: 3 clusters Score -4856020 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -4856030.500000 Penalty: 3420.931641
	Iteration 109Q: 3 clusters Score -4856030 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4856040 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -4856035.500000 Penalty: 3420.931641
	Iteration 111Q: 3 clusters Score -4856036 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -4856045.500000 Penalty: 3420.931641
	Iteration 112Q: 3 clusters Score -4856046 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -4856055.500000 Penalty: 3420.931641
	Iteration 113Q: 3 clusters Score -4856056 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4856067 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4856088 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -4856101.500000 Penalty: 3420.931641
	Iteration 116Q: 3 clusters Score -4856102 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -4856123.500000 Penalty: 3420.931641
	Iteration 117Q: 3 clusters Score -4856124 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -4856130.000000 Penalty: 3420.931641
	Iteration 118Q: 3 clusters Score -4856130 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -4856134.000000 Penalty: 3420.931641
	Iteration 119Q: 3 clusters Score -4856134 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -4856156.500000 Penalty: 3420.931641
	Iteration 120F: 3 clusters Score -4856156 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -4856176.500000 Penalty: 3420.931641
	Iteration 121Q: 3 clusters Score -4856176 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -4856174.000000 Penalty: 3420.931641
	Iteration 122Q: 3 clusters Score -4856174 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -4856195.000000 Penalty: 3420.931641
	Iteration 123Q: 3 clusters Score -4856195 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -4856192.500000 Penalty: 3420.931641
	Iteration 124Q: 3 clusters Score -4856192 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -4856204.000000 Penalty: 3420.931641
	Iteration 125Q: 3 clusters Score -4856204 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -4856238.500000 Penalty: 3420.931641
	Iteration 126Q: 3 clusters Score -4856238 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4856270 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -4856290.500000 Penalty: 3420.931641
	Iteration 128Q: 3 clusters Score -4856290 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -4856308.000000 Penalty: 3420.931641
	Iteration 129Q: 3 clusters Score -4856308 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -4856331.000000 Penalty: 3420.931641
	Iteration 130Q: 3 clusters Score -4856331 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4856366 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -4856400.000000 Penalty: 3420.931641
	Iteration 132Q: 3 clusters Score -4856400 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -4856431.500000 Penalty: 3420.931641
	Iteration 133Q: 3 clusters Score -4856432 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -4856464.500000 Penalty: 3420.931641
	Iteration 134Q: 3 clusters Score -4856464 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -4856510.500000 Penalty: 3420.931641
	Iteration 135Q: 3 clusters Score -4856510 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -4856541.000000 Penalty: 3420.931641
	Iteration 136Q: 3 clusters Score -4856541 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4856584 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -4856604.000000 Penalty: 3420.931641
	Iteration 138Q: 3 clusters Score -4856604 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -4856632.000000 Penalty: 3420.931641
	Iteration 139Q: 3 clusters Score -4856632 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -4856704.500000 Penalty: 3420.931641
	Iteration 140F: 3 clusters Score -4856704 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -4856756.500000 Penalty: 3420.931641
	Iteration 141Q: 3 clusters Score -4856756 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -4856809.000000 Penalty: 3420.931641
	Iteration 142Q: 3 clusters Score -4856809 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -4856872.500000 Penalty: 3420.931641
	Iteration 143Q: 3 clusters Score -4856872 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -4856949.000000 Penalty: 3420.931641
	Iteration 144Q: 3 clusters Score -4856949 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -4857025.000000 Penalty: 3420.931641
	Iteration 145Q: 3 clusters Score -4857025 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -4857119.500000 Penalty: 3420.931641
	Iteration 146Q: 3 clusters Score -4857120 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -4857223.000000 Penalty: 3420.931641
	Iteration 147Q: 3 clusters Score -4857223 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -4857392.000000 Penalty: 3420.931641
	Iteration 148Q: 3 clusters Score -4857392 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -4857553.500000 Penalty: 3420.931641
	Iteration 149Q: 3 clusters Score -4857554 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -4857704.500000 Penalty: 3420.931641
	Iteration 150Q: 3 clusters Score -4857704 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -4857881.500000 Penalty: 3420.931641
	Iteration 151Q: 3 clusters Score -4857882 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -4858079.500000 Penalty: 3420.931641
	Iteration 152Q: 3 clusters Score -4858080 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -4858274.000000 Penalty: 3420.931641
	Iteration 153Q: 3 clusters Score -4858274 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -4858444.000000 Penalty: 3420.931641
	Iteration 154Q: 3 clusters Score -4858444 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -4858612.500000 Penalty: 3420.931641
	Iteration 155Q: 3 clusters Score -4858612 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -4858780.500000 Penalty: 3420.931641
	Iteration 156Q: 3 clusters Score -4858780 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -4858932.000000 Penalty: 3420.931641
	Iteration 157Q: 3 clusters Score -4858932 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -4859056.000000 Penalty: 3420.931641
	Iteration 158Q: 3 clusters Score -4859056 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -4859182.000000 Penalty: 3420.931641
	Iteration 159Q: 3 clusters Score -4859182 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -4859244.500000 Penalty: 3420.931641
	Iteration 160F: 3 clusters Score -4859244 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -4859320.500000 Penalty: 3420.931641
	Iteration 161Q: 3 clusters Score -4859320 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -4859368.000000 Penalty: 3420.931641
	Iteration 162Q: 3 clusters Score -4859368 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -4859410.500000 Penalty: 3420.931641
	Iteration 163Q: 3 clusters Score -4859410 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -4859430.500000 Penalty: 3420.931641
	Iteration 164Q: 3 clusters Score -4859430 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -4859455.000000 Penalty: 3420.931641
	Iteration 165Q: 3 clusters Score -4859455 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -4859491.500000 Penalty: 3420.931641
	Iteration 166Q: 3 clusters Score -4859492 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -4859503.500000 Penalty: 3420.931641
	Iteration 167Q: 3 clusters Score -4859504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4859518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4859528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4859535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4859541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4859545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4859554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4859558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4859567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4859578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4859585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4859590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4859596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4859596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4859600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4859602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -4859604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -4859606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
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	Iteration 185F: 3 clusters Score -4859606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 4 contains 767 members 
Mstep: Class 5 contains 12541 members 
Mstep: Class 6 contains 88126 members 
Mstep: Class 7 contains 1002 members 
Mstep: Class 8 contains 5397 members 
Mstep: Class 10 contains 11545 members 
Mstep: Class 12 contains 6199 members 
Mstep: Class 14 contains 66092 members 
Mstep: Class 15 contains 102623 members 
Mstep: Class 16 contains 484 members 
Mstep: Class 17 contains 136 members 
Mstep: Class 18 contains 754 members 
Mstep: Class 19 contains 8127 members 
Mstep: Class 21 contains 9546 members 
Mstep: Class 23 contains 37270 members 
Entering Unmasked Estep 
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Iteration 39Q: 20 clusters Score -5.399327e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 70386 members 
Mstep: Class 2 contains 149 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 744 members 
Mstep: Class 5 contains 12652 members 
Mstep: Class 6 contains 87579 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 5398 members 
Mstep: Class 9 contains 349 members 
Mstep: Class 10 contains 11692 members 
Mstep: Class 12 contains 6231 members 
Mstep: Class 14 contains 65908 members 
Mstep: Class 15 contains 102939 members 
Mstep: Class 16 contains 525 members 
Mstep: Class 17 contains 135 members 
Mstep: Class 18 contains 751 members 
Mstep: Class 19 contains 8068 members 
Mstep: Class 21 contains 9667 members 
Mstep: Class 23 contains 37160 members 
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Iteration 40F: 20 clusters Score -5.399816e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 70816 members 
Mstep: Class 2 contains 320 members 
Mstep: Class 3 contains 728 members 
Mstep: Class 4 contains 723 members 
Mstep: Class 5 contains 12808 members 
Mstep: Class 6 contains 86830 members 
Mstep: Class 7 contains 970 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 352 members 
Mstep: Class 10 contains 12215 members 
Mstep: Class 12 contains 6261 members 
Mstep: Class 14 contains 65762 members 
Mstep: Class 15 contains 102570 members 
Mstep: Class 16 contains 548 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 748 members 
Mstep: Class 19 contains 8037 members 
Mstep: Class 21 contains 9772 members 
Mstep: Class 23 contains 37031 members 
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Iteration 41Q: 20 clusters Score -5.400084e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 71015 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 707 members 
Mstep: Class 5 contains 12929 members 
Mstep: Class 6 contains 86163 members 
Mstep: Class 7 contains 972 members 
Mstep: Class 8 contains 5436 members 
Mstep: Class 9 contains 356 members 
Mstep: Class 10 contains 12711 members 
Mstep: Class 12 contains 6309 members 
Mstep: Class 14 contains 65451 members 
Mstep: Class 15 contains 102756 members 
Mstep: Class 16 contains 563 members 
Mstep: Class 17 contains 159 members 
Mstep: Class 18 contains 744 members 
Mstep: Class 19 contains 7988 members 
Mstep: Class 21 contains 9868 members 
Mstep: Class 23 contains 36891 members 
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Iteration 42Q: 20 clusters Score -5.400201e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 71120 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 738 members 
Mstep: Class 4 contains 694 members 
Mstep: Class 5 contains 13021 members 
Mstep: Class 6 contains 85613 members 
Mstep: Class 7 contains 969 members 
Mstep: Class 8 contains 5423 members 
Mstep: Class 9 contains 356 members 
Mstep: Class 10 contains 13202 members 
Mstep: Class 12 contains 6343 members 
Mstep: Class 14 contains 65149 members 
Mstep: Class 15 contains 102949 members 
Mstep: Class 16 contains 572 members 
Mstep: Class 17 contains 159 members 
Mstep: Class 18 contains 744 members 
Mstep: Class 19 contains 7960 members 
Mstep: Class 21 contains 9961 members 
Mstep: Class 23 contains 36777 members 
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Iteration 43Q: 20 clusters Score -5.400316e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 71131 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 738 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 13078 members 
Mstep: Class 6 contains 85129 members 
Mstep: Class 7 contains 966 members 
Mstep: Class 8 contains 5393 members 
Mstep: Class 9 contains 360 members 
Mstep: Class 10 contains 13681 members 
Mstep: Class 12 contains 6381 members 
Mstep: Class 14 contains 64843 members 
Mstep: Class 15 contains 103234 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 158 members 
Mstep: Class 18 contains 742 members 
Mstep: Class 19 contains 7936 members 
Mstep: Class 21 contains 10073 members 
Mstep: Class 23 contains 36639 members 
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Iteration 44Q: 20 clusters Score -5.400405e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 71052 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 737 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 13098 members 
Mstep: Class 6 contains 84670 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 5340 members 
Mstep: Class 9 contains 364 members 
Mstep: Class 10 contains 14128 members 
Mstep: Class 12 contains 6424 members 
Mstep: Class 14 contains 64531 members 
Mstep: Class 15 contains 103664 members 
Mstep: Class 16 contains 583 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 737 members 
Mstep: Class 19 contains 7907 members 
Mstep: Class 21 contains 10196 members 
Mstep: Class 23 contains 36515 members 
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Iteration 45Q: 20 clusters Score -5.40048e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 70918 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 13107 members 
Mstep: Class 6 contains 84298 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 5324 members 
Mstep: Class 9 contains 365 members 
Mstep: Class 10 contains 14575 members 
Mstep: Class 12 contains 6470 members 
Mstep: Class 14 contains 64309 members 
Mstep: Class 15 contains 103973 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 735 members 
Mstep: Class 19 contains 7887 members 
Mstep: Class 21 contains 10279 members 
Mstep: Class 23 contains 36389 members 
Entering Unmasked Estep 
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Iteration 46Q: 20 clusters Score -5.400529e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 70737 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 13077 members 
Mstep: Class 6 contains 83978 members 
Mstep: Class 7 contains 958 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 365 members 
Mstep: Class 10 contains 14984 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 14 contains 64164 members 
Mstep: Class 15 contains 104220 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 729 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 21 contains 10369 members 
Mstep: Class 23 contains 36295 members 
Entering Unmasked Estep 
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Iteration 47Q: 20 clusters Score -5.400591e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 681 members 
Mstep: Class 5 contains 13013 members 
Mstep: Class 6 contains 83669 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 5299 members 
Mstep: Class 9 contains 365 members 
Mstep: Class 10 contains 15427 members 
Mstep: Class 12 contains 6564 members 
Mstep: Class 14 contains 63982 members 
Mstep: Class 15 contains 104534 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 725 members 
Mstep: Class 19 contains 7869 members 
Mstep: Class 21 contains 10459 members 
Mstep: Class 23 contains 36182 members 
Entering Unmasked Estep 
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Iteration 48Q: 20 clusters Score -5.400633e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 70333 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 681 members 
Mstep: Class 5 contains 12942 members 
Mstep: Class 6 contains 83403 members 
Mstep: Class 7 contains 960 members 
Mstep: Class 8 contains 5267 members 
Mstep: Class 9 contains 365 members 
Mstep: Class 10 contains 15896 members 
Mstep: Class 12 contains 6620 members 
Mstep: Class 14 contains 63790 members 
Mstep: Class 15 contains 104795 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 723 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 21 contains 10536 members 
Mstep: Class 23 contains 36089 members 
Entering Unmasked Estep 
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Iteration 49Q: 20 clusters Score -5.400682e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 70136 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 681 members 
Mstep: Class 5 contains 12875 members 
Mstep: Class 6 contains 83126 members 
Mstep: Class 7 contains 960 members 
Mstep: Class 8 contains 5253 members 
Mstep: Class 9 contains 365 members 
Mstep: Class 10 contains 16322 members 
Mstep: Class 12 contains 6674 members 
Mstep: Class 14 contains 63619 members 
Mstep: Class 15 contains 105039 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 7879 members 
Mstep: Class 21 contains 10633 members 
Mstep: Class 23 contains 35993 members 
Entering Unmasked Estep 
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Iteration 50Q: 20 clusters Score -5.400725e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 69915 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 12811 members 
Mstep: Class 6 contains 82854 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 5236 members 
Mstep: Class 9 contains 365 members 
Mstep: Class 10 contains 16718 members 
Mstep: Class 12 contains 6729 members 
Mstep: Class 14 contains 63464 members 
Mstep: Class 15 contains 105291 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 708 members 
Mstep: Class 19 contains 7901 members 
Mstep: Class 21 contains 10742 members 
Mstep: Class 23 contains 35895 members 
Entering Unmasked Estep 
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Iteration 51Q: 20 clusters Score -5.400754e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 69634 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 12762 members 
Mstep: Class 6 contains 82619 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 5229 members 
Mstep: Class 9 contains 365 members 
Mstep: Class 10 contains 17106 members 
Mstep: Class 12 contains 6786 members 
Mstep: Class 14 contains 63259 members 
Mstep: Class 15 contains 105578 members 
Mstep: Class 16 contains 588 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 704 members 
Mstep: Class 19 contains 7931 members 
Mstep: Class 21 contains 10836 members 
Mstep: Class 23 contains 35817 members 
Entering Unmasked Estep 
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Iteration 52Q: 20 clusters Score -5.400779e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 69250 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 681 members 
Mstep: Class 5 contains 12692 members 
Mstep: Class 6 contains 82431 members 
Mstep: Class 7 contains 965 members 
Mstep: Class 8 contains 5221 members 
Mstep: Class 9 contains 365 members 
Mstep: Class 10 contains 17496 members 
Mstep: Class 12 contains 6855 members 
Mstep: Class 14 contains 63095 members 
Mstep: Class 15 contains 105885 members 
Mstep: Class 16 contains 588 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 697 members 
Mstep: Class 19 contains 7961 members 
Mstep: Class 21 contains 10922 members 
Mstep: Class 23 contains 35753 members 
Entering Unmasked Estep 
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Iteration 53Q: 20 clusters Score -5.400785e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 68897 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 12606 members 
Mstep: Class 6 contains 82200 members 
Mstep: Class 7 contains 967 members 
Mstep: Class 8 contains 5212 members 
Mstep: Class 9 contains 365 members 
Mstep: Class 10 contains 17879 members 
Mstep: Class 12 contains 6932 members 
Mstep: Class 14 contains 63053 members 
Mstep: Class 15 contains 106084 members 
Mstep: Class 16 contains 588 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 689 members 
Mstep: Class 19 contains 8000 members 
Mstep: Class 21 contains 11004 members 
Mstep: Class 23 contains 35699 members 
Entering Unmasked Estep 
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Iteration 54Q: 20 clusters Score -5.400832e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 68530 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 12489 members 
Mstep: Class 6 contains 81984 members 
Mstep: Class 7 contains 969 members 
Mstep: Class 8 contains 5204 members 
Mstep: Class 9 contains 365 members 
Mstep: Class 10 contains 18237 members 
Mstep: Class 12 contains 6999 members 
Mstep: Class 14 contains 62948 members 
Mstep: Class 15 contains 106380 members 
Mstep: Class 16 contains 588 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 687 members 
Mstep: Class 19 contains 8032 members 
Mstep: Class 21 contains 11094 members 
Mstep: Class 23 contains 35669 members 
Entering Unmasked Estep 
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Iteration 55Q: 20 clusters Score -5.40085e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 68177 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 12379 members 
Mstep: Class 6 contains 81746 members 
Mstep: Class 7 contains 968 members 
Mstep: Class 8 contains 5210 members 
Mstep: Class 9 contains 365 members 
Mstep: Class 10 contains 18565 members 
Mstep: Class 12 contains 7058 members 
Mstep: Class 14 contains 62899 members 
Mstep: Class 15 contains 106639 members 
Mstep: Class 16 contains 588 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 684 members 
Mstep: Class 19 contains 8057 members 
Mstep: Class 21 contains 11179 members 
Mstep: Class 23 contains 35661 members 
Entering Unmasked Estep 
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Iteration 56Q: 20 clusters Score -5.400855e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 67891 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 12279 members 
Mstep: Class 6 contains 81531 members 
Mstep: Class 7 contains 969 members 
Mstep: Class 8 contains 5210 members 
Mstep: Class 9 contains 365 members 
Mstep: Class 10 contains 18923 members 
Mstep: Class 12 contains 7108 members 
Mstep: Class 14 contains 62855 members 
Mstep: Class 15 contains 106805 members 
Mstep: Class 16 contains 588 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 679 members 
Mstep: Class 19 contains 8076 members 
Mstep: Class 21 contains 11261 members 
Mstep: Class 23 contains 35635 members 
Entering Unmasked Estep 
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Iteration 57Q: 20 clusters Score -5.400874e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 67630 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 12193 members 
Mstep: Class 6 contains 81336 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 365 members 
Mstep: Class 10 contains 19254 members 
Mstep: Class 12 contains 7152 members 
Mstep: Class 14 contains 62810 members 
Mstep: Class 15 contains 106939 members 
Mstep: Class 16 contains 588 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 675 members 
Mstep: Class 19 contains 8102 members 
Mstep: Class 21 contains 11349 members 
Mstep: Class 23 contains 35617 members 
Entering Unmasked Estep 
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Iteration 58Q: 20 clusters Score -5.400898e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 67374 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 12110 members 
Mstep: Class 6 contains 81151 members 
Mstep: Class 7 contains 971 members 
Mstep: Class 8 contains 5186 members 
Mstep: Class 9 contains 365 members 
Mstep: Class 10 contains 19558 members 
Mstep: Class 12 contains 7192 members 
Mstep: Class 14 contains 62744 members 
Mstep: Class 15 contains 107105 members 
Mstep: Class 16 contains 588 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 673 members 
Mstep: Class 19 contains 8128 members 
Mstep: Class 21 contains 11417 members 
Mstep: Class 23 contains 35613 members 
Entering Unmasked Estep 
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Iteration 59Q: 20 clusters Score -5.400921e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 67156 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 12051 members 
Mstep: Class 6 contains 80995 members 
Mstep: Class 7 contains 970 members 
Mstep: Class 8 contains 5173 members 
Mstep: Class 9 contains 365 members 
Mstep: Class 10 contains 19841 members 
Mstep: Class 12 contains 7238 members 
Mstep: Class 14 contains 62646 members 
Mstep: Class 15 contains 107239 members 
Mstep: Class 16 contains 588 members 
Mstep: Class 17 contains 157 members 
Mstep: Class 18 contains 671 members 
Mstep: Class 19 contains 8148 members 
Mstep: Class 21 contains 11471 members 
Mstep: Class 23 contains 35623 members 
Entering Unmasked Estep 
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Iteration 60F: 20 clusters Score -5.400951e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 66898 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 736 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 11991 members 
Mstep: Class 6 contains 80828 members 
Mstep: Class 7 contains 970 members 
Mstep: Class 8 contains 5164 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 20100 members 
Mstep: Class 12 contains 7271 members 
Mstep: Class 14 contains 62597 members 
Mstep: Class 15 contains 107410 members 
Mstep: Class 16 contains 588 members 
Mstep: Class 17 contains 174 members 
Mstep: Class 18 contains 669 members 
Mstep: Class 19 contains 8178 members 
Mstep: Class 21 contains 11517 members 
Mstep: Class 23 contains 35628 members 
Entering Unmasked Estep 
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Iteration 61Q: 20 clusters Score -5.400989e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 66686 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 734 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 11932 members 
Mstep: Class 6 contains 80686 members 
Mstep: Class 7 contains 972 members 
Mstep: Class 8 contains 5149 members 
Mstep: Class 9 contains 365 members 
Mstep: Class 10 contains 20320 members 
Mstep: Class 12 contains 7312 members 
Mstep: Class 14 contains 62537 members 
Mstep: Class 15 contains 107568 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 666 members 
Mstep: Class 19 contains 8207 members 
Mstep: Class 21 contains 11556 members 
Mstep: Class 23 contains 35631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54009988.000000 Penalty: 39992.996094
Iteration 62Q: 20 clusters Score -5.400999e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 66487 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 733 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 11877 members 
Mstep: Class 6 contains 80515 members 
Mstep: Class 7 contains 973 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 20545 members 
Mstep: Class 12 contains 7351 members 
Mstep: Class 14 contains 62470 members 
Mstep: Class 15 contains 107716 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 177 members 
Mstep: Class 18 contains 658 members 
Mstep: Class 19 contains 8236 members 
Mstep: Class 21 contains 11592 members 
Mstep: Class 23 contains 35648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54009988.000000 Penalty: 39992.996094
Iteration 63Q: 20 clusters Score -5.400999e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 66296 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 11830 members 
Mstep: Class 6 contains 80369 members 
Mstep: Class 7 contains 972 members 
Mstep: Class 8 contains 5150 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 20773 members 
Mstep: Class 12 contains 7399 members 
Mstep: Class 14 contains 62399 members 
Mstep: Class 15 contains 107838 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 8251 members 
Mstep: Class 21 contains 11628 members 
Mstep: Class 23 contains 35667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010224.000000 Penalty: 39992.996094
Iteration 64Q: 20 clusters Score -5.401022e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 66127 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 11801 members 
Mstep: Class 6 contains 80250 members 
Mstep: Class 7 contains 973 members 
Mstep: Class 8 contains 5153 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 20969 members 
Mstep: Class 12 contains 7447 members 
Mstep: Class 14 contains 62336 members 
Mstep: Class 15 contains 107897 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 637 members 
Mstep: Class 19 contains 8268 members 
Mstep: Class 21 contains 11663 members 
Mstep: Class 23 contains 35701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010296.000000 Penalty: 39992.996094
Iteration 65Q: 20 clusters Score -5.40103e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 11773 members 
Mstep: Class 6 contains 80127 members 
Mstep: Class 7 contains 973 members 
Mstep: Class 8 contains 5151 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 21163 members 
Mstep: Class 12 contains 7494 members 
Mstep: Class 14 contains 62309 members 
Mstep: Class 15 contains 107903 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 8288 members 
Mstep: Class 21 contains 11691 members 
Mstep: Class 23 contains 35724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010440.000000 Penalty: 39992.996094
Iteration 66Q: 20 clusters Score -5.401044e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 65838 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 11742 members 
Mstep: Class 6 contains 80049 members 
Mstep: Class 7 contains 973 members 
Mstep: Class 8 contains 5148 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 21329 members 
Mstep: Class 12 contains 7553 members 
Mstep: Class 14 contains 62265 members 
Mstep: Class 15 contains 107938 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 617 members 
Mstep: Class 19 contains 8301 members 
Mstep: Class 21 contains 11705 members 
Mstep: Class 23 contains 35764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010720.000000 Penalty: 39992.996094
Iteration 67Q: 20 clusters Score -5.401072e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 65697 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 11708 members 
Mstep: Class 6 contains 79951 members 
Mstep: Class 7 contains 973 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 21494 members 
Mstep: Class 12 contains 7606 members 
Mstep: Class 14 contains 62231 members 
Mstep: Class 15 contains 107970 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 613 members 
Mstep: Class 19 contains 8319 members 
Mstep: Class 21 contains 11724 members 
Mstep: Class 23 contains 35782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010748.000000 Penalty: 39992.996094
Iteration 68Q: 20 clusters Score -5.401075e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 65566 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 11669 members 
Mstep: Class 6 contains 79870 members 
Mstep: Class 7 contains 973 members 
Mstep: Class 8 contains 5146 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 21643 members 
Mstep: Class 12 contains 7659 members 
Mstep: Class 14 contains 62203 members 
Mstep: Class 15 contains 107999 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 609 members 
Mstep: Class 19 contains 8344 members 
Mstep: Class 21 contains 11742 members 
Mstep: Class 23 contains 35799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010844.000000 Penalty: 39992.996094
Iteration 69Q: 20 clusters Score -5.401084e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 65442 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 11627 members 
Mstep: Class 6 contains 79790 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 5136 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 21792 members 
Mstep: Class 12 contains 7713 members 
Mstep: Class 14 contains 62179 members 
Mstep: Class 15 contains 108005 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 8374 members 
Mstep: Class 21 contains 11761 members 
Mstep: Class 23 contains 35821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010816.000000 Penalty: 39992.996094
Iteration 70Q: 20 clusters Score -5.401082e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 65347 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 11588 members 
Mstep: Class 6 contains 79715 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 5130 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 21899 members 
Mstep: Class 12 contains 7772 members 
Mstep: Class 14 contains 62128 members 
Mstep: Class 15 contains 108053 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 8404 members 
Mstep: Class 21 contains 11778 members 
Mstep: Class 23 contains 35827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54010916.000000 Penalty: 39992.996094
Iteration 71Q: 20 clusters Score -5.401092e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 65266 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 11550 members 
Mstep: Class 6 contains 79657 members 
Mstep: Class 7 contains 976 members 
Mstep: Class 8 contains 5120 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 22008 members 
Mstep: Class 12 contains 7821 members 
Mstep: Class 14 contains 62082 members 
Mstep: Class 15 contains 108071 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 8430 members 
Mstep: Class 21 contains 11801 members 
Mstep: Class 23 contains 35838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011036.000000 Penalty: 39992.996094
Iteration 72Q: 20 clusters Score -5.401104e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 11518 members 
Mstep: Class 6 contains 79589 members 
Mstep: Class 7 contains 977 members 
Mstep: Class 8 contains 5125 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 22102 members 
Mstep: Class 12 contains 7866 members 
Mstep: Class 14 contains 62035 members 
Mstep: Class 15 contains 108097 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8455 members 
Mstep: Class 21 contains 11826 members 
Mstep: Class 23 contains 35856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011040.000000 Penalty: 39992.996094
Iteration 73Q: 20 clusters Score -5.401104e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 65083 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 11471 members 
Mstep: Class 6 contains 79507 members 
Mstep: Class 7 contains 978 members 
Mstep: Class 8 contains 5131 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 22211 members 
Mstep: Class 12 contains 7904 members 
Mstep: Class 14 contains 61985 members 
Mstep: Class 15 contains 108138 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 8489 members 
Mstep: Class 21 contains 11855 members 
Mstep: Class 23 contains 35868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011088.000000 Penalty: 39992.996094
Iteration 74Q: 20 clusters Score -5.401109e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 64983 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 11423 members 
Mstep: Class 6 contains 79446 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 5126 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 22311 members 
Mstep: Class 12 contains 7944 members 
Mstep: Class 14 contains 61935 members 
Mstep: Class 15 contains 108185 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8527 members 
Mstep: Class 21 contains 11885 members 
Mstep: Class 23 contains 35875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011324.000000 Penalty: 39992.996094
Iteration 75Q: 20 clusters Score -5.401132e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 64876 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 11377 members 
Mstep: Class 6 contains 79382 members 
Mstep: Class 7 contains 980 members 
Mstep: Class 8 contains 5127 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 22426 members 
Mstep: Class 12 contains 7986 members 
Mstep: Class 14 contains 61892 members 
Mstep: Class 15 contains 108203 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8569 members 
Mstep: Class 21 contains 11914 members 
Mstep: Class 23 contains 35887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011392.000000 Penalty: 39992.996094
Iteration 76Q: 20 clusters Score -5.401139e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 11327 members 
Mstep: Class 6 contains 79328 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 5114 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 22538 members 
Mstep: Class 12 contains 8033 members 
Mstep: Class 14 contains 61879 members 
Mstep: Class 15 contains 108214 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 8602 members 
Mstep: Class 21 contains 11943 members 
Mstep: Class 23 contains 35900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011512.000000 Penalty: 39992.996094
Iteration 77Q: 20 clusters Score -5.401151e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 11267 members 
Mstep: Class 6 contains 79240 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 5109 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 22644 members 
Mstep: Class 12 contains 8072 members 
Mstep: Class 14 contains 61873 members 
Mstep: Class 15 contains 108247 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8631 members 
Mstep: Class 21 contains 11974 members 
Mstep: Class 23 contains 35918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011520.000000 Penalty: 39992.996094
Iteration 78Q: 20 clusters Score -5.401152e+07 nChanged 731
Entering ConstructFrom: 
Score: -54011520.000000 Penalty: 39992.996094
Entering ConstructFrom: 
Trying to split cluster 1 (64564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64564 members 
Entering Unmasked Estep 
Score: -8387536.500000 Penalty: 1799.754395
	Iteration 0F: 2 clusters Score -8387536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -8345446.000000 Penalty: 3599.508789
	Iteration 0F: 3 clusters Score -8345446 nChanged 30538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -8362941.500000 Penalty: 3599.508789
	Iteration 1F: 3 clusters Score -8362942 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -8363517.000000 Penalty: 3599.508789
	Iteration 2Q: 3 clusters Score -8363517 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -8364203.000000 Penalty: 3599.508789
	Iteration 3Q: 3 clusters Score -8364203 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -8365336.000000 Penalty: 3599.508789
	Iteration 4Q: 3 clusters Score -8365336 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -8367237.000000 Penalty: 3599.508789
	Iteration 5F: 3 clusters Score -8367237 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -8370353.500000 Penalty: 3599.508789
	Iteration 6F: 3 clusters Score -8370354 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -8374785.500000 Penalty: 3599.508789
	Iteration 7F: 3 clusters Score -8374786 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56872 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -8379504.500000 Penalty: 3599.508789
	Iteration 8F: 3 clusters Score -8379504 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -8382972.000000 Penalty: 3599.508789
	Iteration 9F: 3 clusters Score -8382972 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62761 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -8384734.500000 Penalty: 3599.508789
	Iteration 10Q: 3 clusters Score -8384734 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63676 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8385473.000000 Penalty: 3599.508789
	Iteration 11Q: 3 clusters Score -8385473 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8385744.500000 Penalty: 3599.508789
	Iteration 12Q: 3 clusters Score -8385744 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64093 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8385857.000000 Penalty: 3599.508789
	Iteration 13Q: 3 clusters Score -8385857 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64136 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8385923.500000 Penalty: 3599.508789
	Iteration 14Q: 3 clusters Score -8385924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64162 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8385957.500000 Penalty: 3599.508789
	Iteration 15Q: 3 clusters Score -8385958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64175 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8385997.500000 Penalty: 3599.508789
	Iteration 16Q: 3 clusters Score -8385998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64175 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8386027.000000 Penalty: 3599.508789
	Iteration 17Q: 3 clusters Score -8386027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64179 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8386037.000000 Penalty: 3599.508789
	Iteration 18Q: 3 clusters Score -8386037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64183 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8386057.000000 Penalty: 3599.508789
	Iteration 19Q: 3 clusters Score -8386057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8386066.000000 Penalty: 3599.508789
	Iteration 20F: 3 clusters Score -8386066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64188 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8386090.000000 Penalty: 3599.508789
	Iteration 21Q: 3 clusters Score -8386090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64191 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8386094.000000 Penalty: 3599.508789
	Iteration 22Q: 3 clusters Score -8386094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64191 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8386091.500000 Penalty: 3599.508789
	Iteration 23Q: 3 clusters Score -8386092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64191 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8386095.500000 Penalty: 3599.508789
	Iteration 24Q: 3 clusters Score -8386096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64189 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8386110.500000 Penalty: 3599.508789
	Iteration 25Q: 3 clusters Score -8386110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64188 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8386111.500000 Penalty: 3599.508789
	Iteration 26Q: 3 clusters Score -8386112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64190 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8386116.000000 Penalty: 3599.508789
	Iteration 27Q: 3 clusters Score -8386116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64189 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8386119.500000 Penalty: 3599.508789
	Iteration 28Q: 3 clusters Score -8386120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64188 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8386114.500000 Penalty: 3599.508789
	Iteration 29Q: 3 clusters Score -8386114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64187 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8386113.500000 Penalty: 3599.508789
	Iteration 30Q: 3 clusters Score -8386114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64187 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8386113.500000 Penalty: 3599.508789
	Iteration 31F: 3 clusters Score -8386114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -51409.683594 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -51409.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50490.113281 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -50490.11 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50605.621094 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -50605.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50628.222656 Penalty: 1876.729248
	Iteration 2Q: 3 clusters Score -50628.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50631.921875 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -50631.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50631.921875 Penalty: 1876.729248
	Iteration 4F: 3 clusters Score -50631.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Entering Unmasked Estep 
Score: -68867.578125 Penalty: 1071.814331
	Iteration 0F: 2 clusters Score -68867.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67675.312500 Penalty: 2143.628662
	Iteration 0F: 3 clusters Score -67675.31 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -68003.093750 Penalty: 2143.628662
	Iteration 1F: 3 clusters Score -68003.09 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -68162.039062 Penalty: 2143.628662
	Iteration 2F: 3 clusters Score -68162.04 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -68305.859375 Penalty: 2143.628662
	Iteration 3F: 3 clusters Score -68305.86 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -68522.453125 Penalty: 2143.628662
	Iteration 4F: 3 clusters Score -68522.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -68686.656250 Penalty: 2143.628662
	Iteration 5F: 3 clusters Score -68686.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -68785.640625 Penalty: 2143.628662
	Iteration 6Q: 3 clusters Score -68785.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -68872.460938 Penalty: 2143.628662
	Iteration 7Q: 3 clusters Score -68872.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68927.671875 Penalty: 2143.628662
	Iteration 8Q: 3 clusters Score -68927.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -68953.195312 Penalty: 2143.628662
	Iteration 9Q: 3 clusters Score -68953.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68961.148438 Penalty: 2143.628662
	Iteration 10Q: 3 clusters Score -68961.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68968.140625 Penalty: 2143.628662
	Iteration 11Q: 3 clusters Score -68968.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68974.007812 Penalty: 2143.628662
	Iteration 12Q: 3 clusters Score -68974.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68977.078125 Penalty: 2143.628662
	Iteration 13Q: 3 clusters Score -68977.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68978.351562 Penalty: 2143.628662
	Iteration 14Q: 3 clusters Score -68978.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68978.351562 Penalty: 2143.628662
	Iteration 15F: 3 clusters Score -68978.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 464 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 11204 members 
Mstep: Class 6 contains 79167 members 
Mstep: Class 7 contains 980 members 
Mstep: Class 8 contains 5101 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 22770 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 8113 members 
Mstep: Class 14 contains 61856 members 
Mstep: Class 15 contains 108282 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 8655 members 
Mstep: Class 21 contains 12003 members 
Mstep: Class 23 contains 35925 members 
Entering Unmasked Estep 
Score: -54010664.000000 Penalty: 42097.890625
Splitting cluster 3 changes total score from -54011520.000000 to -54010664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -75631.070312 Penalty: 1060.317261
	Iteration 0F: 2 clusters Score -75631.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74436.726562 Penalty: 2120.634521
	Iteration 0F: 3 clusters Score -74436.73 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74644.609375 Penalty: 2120.634521
	Iteration 1F: 3 clusters Score -74644.61 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -74722.718750 Penalty: 2120.634521
	Iteration 2F: 3 clusters Score -74722.72 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -74768.890625 Penalty: 2120.634521
	Iteration 3F: 3 clusters Score -74768.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -74798.781250 Penalty: 2120.634521
	Iteration 4Q: 3 clusters Score -74798.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -74813.937500 Penalty: 2120.634521
	Iteration 5Q: 3 clusters Score -74813.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -74827.921875 Penalty: 2120.634521
	Iteration 6Q: 3 clusters Score -74827.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74852.453125 Penalty: 2120.634521
	Iteration 7Q: 3 clusters Score -74852.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -74875.625000 Penalty: 2120.634521
	Iteration 8Q: 3 clusters Score -74875.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -74896.750000 Penalty: 2120.634521
	Iteration 9Q: 3 clusters Score -74896.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -74937.296875 Penalty: 2120.634521
	Iteration 10Q: 3 clusters Score -74937.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -75024.078125 Penalty: 2120.634521
	Iteration 11Q: 3 clusters Score -75024.08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -75122.757812 Penalty: 2120.634521
	Iteration 12Q: 3 clusters Score -75122.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -75259.890625 Penalty: 2120.634521
	Iteration 13F: 3 clusters Score -75259.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -75401.187500 Penalty: 2120.634521
	Iteration 14Q: 3 clusters Score -75401.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -75542.031250 Penalty: 2120.634521
	Iteration 15Q: 3 clusters Score -75542.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75608.789062 Penalty: 2120.634521
	Iteration 16Q: 3 clusters Score -75608.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -75648.921875 Penalty: 2120.634521
	Iteration 17Q: 3 clusters Score -75648.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -75693.406250 Penalty: 2120.634521
	Iteration 18Q: 3 clusters Score -75693.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75713.835938 Penalty: 2120.634521
	Iteration 19Q: 3 clusters Score -75713.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75731.453125 Penalty: 2120.634521
	Iteration 20F: 3 clusters Score -75731.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75746.554688 Penalty: 2120.634521
	Iteration 21Q: 3 clusters Score -75746.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75754.960938 Penalty: 2120.634521
	Iteration 22Q: 3 clusters Score -75754.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75762.421875 Penalty: 2120.634521
	Iteration 23Q: 3 clusters Score -75762.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -75765.632812 Penalty: 2120.634521
	Iteration 24Q: 3 clusters Score -75765.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75766.914062 Penalty: 2120.634521
	Iteration 25Q: 3 clusters Score -75766.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75766.914062 Penalty: 2120.634521
	Iteration 26F: 3 clusters Score -75766.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 11204 members 
Mstep: Class 6 contains 79167 members 
Mstep: Class 7 contains 980 members 
Mstep: Class 8 contains 5101 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 22770 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 8113 members 
Mstep: Class 14 contains 61856 members 
Mstep: Class 15 contains 108282 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 8655 members 
Mstep: Class 21 contains 12003 members 
Mstep: Class 23 contains 35925 members 
Entering Unmasked Estep 
Score: -54010688.000000 Penalty: 42097.890625
Splitting cluster 4 changes total score from -54011520.000000 to -54010688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (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: -1445988.125000 Penalty: 1515.154297
	Iteration 0F: 2 clusters Score -1445988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1438037.875000 Penalty: 3030.308594
	Iteration 0F: 3 clusters Score -1438038 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1440639.000000 Penalty: 3030.308594
	Iteration 1F: 3 clusters Score -1440639 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1440886.875000 Penalty: 3030.308594
	Iteration 2F: 3 clusters Score -1440887 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1441064.125000 Penalty: 3030.308594
	Iteration 3Q: 3 clusters Score -1441064 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1441221.000000 Penalty: 3030.308594
	Iteration 4Q: 3 clusters Score -1441221 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1441355.000000 Penalty: 3030.308594
	Iteration 5Q: 3 clusters Score -1441355 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1441505.375000 Penalty: 3030.308594
	Iteration 6Q: 3 clusters Score -1441505 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1441705.375000 Penalty: 3030.308594
	Iteration 7Q: 3 clusters Score -1441705 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1441955.875000 Penalty: 3030.308594
	Iteration 8Q: 3 clusters Score -1441956 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1442331.000000 Penalty: 3030.308594
	Iteration 9F: 3 clusters Score -1442331 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1442835.000000 Penalty: 3030.308594
	Iteration 10F: 3 clusters Score -1442835 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1443403.125000 Penalty: 3030.308594
	Iteration 11F: 3 clusters Score -1443403 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1443877.625000 Penalty: 3030.308594
	Iteration 12Q: 3 clusters Score -1443878 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1444222.375000 Penalty: 3030.308594
	Iteration 13Q: 3 clusters Score -1444222 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1444411.500000 Penalty: 3030.308594
	Iteration 14Q: 3 clusters Score -1444412 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1444526.875000 Penalty: 3030.308594
	Iteration 15Q: 3 clusters Score -1444527 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1444588.625000 Penalty: 3030.308594
	Iteration 16Q: 3 clusters Score -1444589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1444617.750000 Penalty: 3030.308594
	Iteration 17Q: 3 clusters Score -1444618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1444636.250000 Penalty: 3030.308594
	Iteration 18Q: 3 clusters Score -1444636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1444652.125000 Penalty: 3030.308594
	Iteration 19Q: 3 clusters Score -1444652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1444656.625000 Penalty: 3030.308594
	Iteration 20F: 3 clusters Score -1444657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1444660.250000 Penalty: 3030.308594
	Iteration 21Q: 3 clusters Score -1444660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1444661.750000 Penalty: 3030.308594
	Iteration 22Q: 3 clusters Score -1444662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1444661.750000 Penalty: 3030.308594
	Iteration 23F: 3 clusters Score -1444662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (79167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79167 members 
Entering Unmasked Estep 
Score: -10361857.000000 Penalty: 1832.888672
	Iteration 0F: 2 clusters Score -1.036186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -10315798.000000 Penalty: 3665.777344
	Iteration 0F: 3 clusters Score -1.03158e+07 nChanged 37513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -10337191.000000 Penalty: 3665.777344
	Iteration 1F: 3 clusters Score -1.033719e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -10338020.000000 Penalty: 3665.777344
	Iteration 2Q: 3 clusters Score -1.033802e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -10339027.000000 Penalty: 3665.777344
	Iteration 3Q: 3 clusters Score -1.033903e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -10340277.000000 Penalty: 3665.777344
	Iteration 4Q: 3 clusters Score -1.034028e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -10341950.000000 Penalty: 3665.777344
	Iteration 5F: 3 clusters Score -1.034195e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -10343798.000000 Penalty: 3665.777344
	Iteration 6F: 3 clusters Score -1.03438e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52554 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -10345801.000000 Penalty: 3665.777344
	Iteration 7F: 3 clusters Score -1.03458e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56648 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -10347745.000000 Penalty: 3665.777344
	Iteration 8F: 3 clusters Score -1.034774e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60943 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -10349675.000000 Penalty: 3665.777344
	Iteration 9F: 3 clusters Score -1.034968e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64919 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -10351432.000000 Penalty: 3665.777344
	Iteration 10F: 3 clusters Score -1.035143e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68114 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -10353249.000000 Penalty: 3665.777344
	Iteration 11Q: 3 clusters Score -1.035325e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -10355510.000000 Penalty: 3665.777344
	Iteration 12Q: 3 clusters Score -1.035551e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71593 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -10356969.000000 Penalty: 3665.777344
	Iteration 13Q: 3 clusters Score -1.035697e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72166 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -10357360.000000 Penalty: 3665.777344
	Iteration 14Q: 3 clusters Score -1.035736e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72599 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -10357572.000000 Penalty: 3665.777344
	Iteration 15Q: 3 clusters Score -1.035757e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73005 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -10357750.000000 Penalty: 3665.777344
	Iteration 16Q: 3 clusters Score -1.035775e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73351 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -10357885.000000 Penalty: 3665.777344
	Iteration 17Q: 3 clusters Score -1.035788e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73647 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -10357994.000000 Penalty: 3665.777344
	Iteration 18Q: 3 clusters Score -1.035799e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73934 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -10358045.000000 Penalty: 3665.777344
	Iteration 19Q: 3 clusters Score -1.035804e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74216 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -10358152.000000 Penalty: 3665.777344
	Iteration 20F: 3 clusters Score -1.035815e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74460 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -10358262.000000 Penalty: 3665.777344
	Iteration 21Q: 3 clusters Score -1.035826e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -10358344.000000 Penalty: 3665.777344
	Iteration 22Q: 3 clusters Score -1.035834e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74861 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -10358450.000000 Penalty: 3665.777344
	Iteration 23Q: 3 clusters Score -1.035845e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75067 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -10358594.000000 Penalty: 3665.777344
	Iteration 24Q: 3 clusters Score -1.035859e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75250 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -10358670.000000 Penalty: 3665.777344
	Iteration 25Q: 3 clusters Score -1.035867e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75418 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -10358763.000000 Penalty: 3665.777344
	Iteration 26Q: 3 clusters Score -1.035876e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75588 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -10358894.000000 Penalty: 3665.777344
	Iteration 27Q: 3 clusters Score -1.035889e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75743 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -10359016.000000 Penalty: 3665.777344
	Iteration 28Q: 3 clusters Score -1.035902e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75891 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -10359104.000000 Penalty: 3665.777344
	Iteration 29Q: 3 clusters Score -1.03591e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76023 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -10359172.000000 Penalty: 3665.777344
	Iteration 30Q: 3 clusters Score -1.035917e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76147 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -10359261.000000 Penalty: 3665.777344
	Iteration 31Q: 3 clusters Score -1.035926e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76253 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -10359347.000000 Penalty: 3665.777344
	Iteration 32Q: 3 clusters Score -1.035935e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76361 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -10359405.000000 Penalty: 3665.777344
	Iteration 33Q: 3 clusters Score -1.03594e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76475 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -10359488.000000 Penalty: 3665.777344
	Iteration 34Q: 3 clusters Score -1.035949e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76579 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -10359576.000000 Penalty: 3665.777344
	Iteration 35Q: 3 clusters Score -1.035958e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76685 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -10359701.000000 Penalty: 3665.777344
	Iteration 36Q: 3 clusters Score -1.03597e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76773 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -10359796.000000 Penalty: 3665.777344
	Iteration 37Q: 3 clusters Score -1.03598e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76861 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -10359866.000000 Penalty: 3665.777344
	Iteration 38Q: 3 clusters Score -1.035987e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76930 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -10359927.000000 Penalty: 3665.777344
	Iteration 39Q: 3 clusters Score -1.035993e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76996 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -10359996.000000 Penalty: 3665.777344
	Iteration 40F: 3 clusters Score -1.036e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -10360040.000000 Penalty: 3665.777344
	Iteration 41Q: 3 clusters Score -1.036004e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77123 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -10360110.000000 Penalty: 3665.777344
	Iteration 42Q: 3 clusters Score -1.036011e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77174 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -10360147.000000 Penalty: 3665.777344
	Iteration 43Q: 3 clusters Score -1.036015e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77227 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -10360215.000000 Penalty: 3665.777344
	Iteration 44Q: 3 clusters Score -1.036022e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77269 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -10360255.000000 Penalty: 3665.777344
	Iteration 45Q: 3 clusters Score -1.036026e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77308 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -10360290.000000 Penalty: 3665.777344
	Iteration 46Q: 3 clusters Score -1.036029e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77342 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -10360327.000000 Penalty: 3665.777344
	Iteration 47Q: 3 clusters Score -1.036033e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77374 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -10360355.000000 Penalty: 3665.777344
	Iteration 48Q: 3 clusters Score -1.036036e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77406 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -10360367.000000 Penalty: 3665.777344
	Iteration 49Q: 3 clusters Score -1.036037e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77431 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -10360395.000000 Penalty: 3665.777344
	Iteration 50Q: 3 clusters Score -1.03604e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77450 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -10360407.000000 Penalty: 3665.777344
	Iteration 51Q: 3 clusters Score -1.036041e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77465 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -10360411.000000 Penalty: 3665.777344
	Iteration 52Q: 3 clusters Score -1.036041e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77487 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -10360433.000000 Penalty: 3665.777344
	Iteration 53Q: 3 clusters Score -1.036043e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77504 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -10360452.000000 Penalty: 3665.777344
	Iteration 54Q: 3 clusters Score -1.036045e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77516 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -10360449.000000 Penalty: 3665.777344
	Iteration 55Q: 3 clusters Score -1.036045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77529 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -10360459.000000 Penalty: 3665.777344
	Iteration 56Q: 3 clusters Score -1.036046e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77540 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -10360461.000000 Penalty: 3665.777344
	Iteration 57Q: 3 clusters Score -1.036046e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77550 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -10360468.000000 Penalty: 3665.777344
	Iteration 58Q: 3 clusters Score -1.036047e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77554 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -10360473.000000 Penalty: 3665.777344
	Iteration 59Q: 3 clusters Score -1.036047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77561 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -10360474.000000 Penalty: 3665.777344
	Iteration 60F: 3 clusters Score -1.036047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77564 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -10360478.000000 Penalty: 3665.777344
	Iteration 61Q: 3 clusters Score -1.036048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77569 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -10360484.000000 Penalty: 3665.777344
	Iteration 62Q: 3 clusters Score -1.036048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77577 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -10360491.000000 Penalty: 3665.777344
	Iteration 63Q: 3 clusters Score -1.036049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77584 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -10360493.000000 Penalty: 3665.777344
	Iteration 64Q: 3 clusters Score -1.036049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77587 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -10360496.000000 Penalty: 3665.777344
	Iteration 65Q: 3 clusters Score -1.03605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77591 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -10360500.000000 Penalty: 3665.777344
	Iteration 66Q: 3 clusters Score -1.03605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77594 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -10360498.000000 Penalty: 3665.777344
	Iteration 67Q: 3 clusters Score -1.03605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77600 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -10360498.000000 Penalty: 3665.777344
	Iteration 68Q: 3 clusters Score -1.03605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77605 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -10360506.000000 Penalty: 3665.777344
	Iteration 69Q: 3 clusters Score -1.036051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77608 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -10360507.000000 Penalty: 3665.777344
	Iteration 70Q: 3 clusters Score -1.036051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77609 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -10360514.000000 Penalty: 3665.777344
	Iteration 71Q: 3 clusters Score -1.036051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77610 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -10360506.000000 Penalty: 3665.777344
	Iteration 72Q: 3 clusters Score -1.036051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77610 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -10360506.000000 Penalty: 3665.777344
	Iteration 73F: 3 clusters Score -1.036051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Entering Unmasked Estep 
Score: -122457.421875 Penalty: 1119.227295
	Iteration 0F: 2 clusters Score -122457.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -121053.453125 Penalty: 2238.454590
	Iteration 0F: 3 clusters Score -121053.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -121333.992188 Penalty: 2238.454590
	Iteration 1F: 3 clusters Score -121334 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -121406.570312 Penalty: 2238.454590
	Iteration 2F: 3 clusters Score -121406.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -121429.859375 Penalty: 2238.454590
	Iteration 3Q: 3 clusters Score -121429.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -121452.320312 Penalty: 2238.454590
	Iteration 4Q: 3 clusters Score -121452.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -121465.062500 Penalty: 2238.454590
	Iteration 5Q: 3 clusters Score -121465.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -121483.804688 Penalty: 2238.454590
	Iteration 6Q: 3 clusters Score -121483.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -121504.984375 Penalty: 2238.454590
	Iteration 7Q: 3 clusters Score -121505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -121514.414062 Penalty: 2238.454590
	Iteration 8Q: 3 clusters Score -121514.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -121527.898438 Penalty: 2238.454590
	Iteration 9Q: 3 clusters Score -121527.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -121537.812500 Penalty: 2238.454590
	Iteration 10Q: 3 clusters Score -121537.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -121548.507812 Penalty: 2238.454590
	Iteration 11Q: 3 clusters Score -121548.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -121558.820312 Penalty: 2238.454590
	Iteration 12Q: 3 clusters Score -121558.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -121560.859375 Penalty: 2238.454590
	Iteration 13Q: 3 clusters Score -121560.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -121565.906250 Penalty: 2238.454590
	Iteration 14Q: 3 clusters Score -121565.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -121569.898438 Penalty: 2238.454590
	Iteration 15Q: 3 clusters Score -121569.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -121576.085938 Penalty: 2238.454590
	Iteration 16Q: 3 clusters Score -121576.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -121579.437500 Penalty: 2238.454590
	Iteration 17Q: 3 clusters Score -121579.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -121580.718750 Penalty: 2238.454590
	Iteration 18Q: 3 clusters Score -121580.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -121580.718750 Penalty: 2238.454590
	Iteration 19F: 3 clusters Score -121580.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Entering Unmasked Estep 
Score: -660858.562500 Penalty: 1387.293701
	Iteration 0F: 2 clusters Score -660858.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -656843.437500 Penalty: 2774.587402
	Iteration 0F: 3 clusters Score -656843.4 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -657997.437500 Penalty: 2774.587402
	Iteration 1F: 3 clusters Score -657997.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -658144.562500 Penalty: 2774.587402
	Iteration 2F: 3 clusters Score -658144.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -658219.937500 Penalty: 2774.587402
	Iteration 3Q: 3 clusters Score -658219.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -658266.187500 Penalty: 2774.587402
	Iteration 4Q: 3 clusters Score -658266.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -658303.125000 Penalty: 2774.587402
	Iteration 5Q: 3 clusters Score -658303.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -658340.000000 Penalty: 2774.587402
	Iteration 6Q: 3 clusters Score -658340 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -658368.687500 Penalty: 2774.587402
	Iteration 7Q: 3 clusters Score -658368.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -658394.437500 Penalty: 2774.587402
	Iteration 8Q: 3 clusters Score -658394.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -658418.437500 Penalty: 2774.587402
	Iteration 9Q: 3 clusters Score -658418.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -658441.000000 Penalty: 2774.587402
	Iteration 10Q: 3 clusters Score -658441 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -658464.062500 Penalty: 2774.587402
	Iteration 11Q: 3 clusters Score -658464.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -658488.500000 Penalty: 2774.587402
	Iteration 12Q: 3 clusters Score -658488.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -658516.187500 Penalty: 2774.587402
	Iteration 13Q: 3 clusters Score -658516.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -658544.625000 Penalty: 2774.587402
	Iteration 14Q: 3 clusters Score -658544.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -658577.812500 Penalty: 2774.587402
	Iteration 15Q: 3 clusters Score -658577.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -658608.625000 Penalty: 2774.587402
	Iteration 16Q: 3 clusters Score -658608.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -658639.562500 Penalty: 2774.587402
	Iteration 17Q: 3 clusters Score -658639.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -658662.562500 Penalty: 2774.587402
	Iteration 18Q: 3 clusters Score -658662.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -658683.000000 Penalty: 2774.587402
	Iteration 19Q: 3 clusters Score -658683 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -658708.062500 Penalty: 2774.587402
	Iteration 20F: 3 clusters Score -658708.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -658731.625000 Penalty: 2774.587402
	Iteration 21Q: 3 clusters Score -658731.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -658755.625000 Penalty: 2774.587402
	Iteration 22Q: 3 clusters Score -658755.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -658777.437500 Penalty: 2774.587402
	Iteration 23Q: 3 clusters Score -658777.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -658800.000000 Penalty: 2774.587402
	Iteration 24Q: 3 clusters Score -658800 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -658820.562500 Penalty: 2774.587402
	Iteration 25Q: 3 clusters Score -658820.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -658843.062500 Penalty: 2774.587402
	Iteration 26Q: 3 clusters Score -658843.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -658864.937500 Penalty: 2774.587402
	Iteration 27Q: 3 clusters Score -658864.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -658890.312500 Penalty: 2774.587402
	Iteration 28Q: 3 clusters Score -658890.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -658915.437500 Penalty: 2774.587402
	Iteration 29Q: 3 clusters Score -658915.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -658943.562500 Penalty: 2774.587402
	Iteration 30Q: 3 clusters Score -658943.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -658980.625000 Penalty: 2774.587402
	Iteration 31Q: 3 clusters Score -658980.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -659014.625000 Penalty: 2774.587402
	Iteration 32Q: 3 clusters Score -659014.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -659041.625000 Penalty: 2774.587402
	Iteration 33Q: 3 clusters Score -659041.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -659070.625000 Penalty: 2774.587402
	Iteration 34Q: 3 clusters Score -659070.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -659088.187500 Penalty: 2774.587402
	Iteration 35Q: 3 clusters Score -659088.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -659106.375000 Penalty: 2774.587402
	Iteration 36Q: 3 clusters Score -659106.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -659124.750000 Penalty: 2774.587402
	Iteration 37Q: 3 clusters Score -659124.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -659143.687500 Penalty: 2774.587402
	Iteration 38Q: 3 clusters Score -659143.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -659162.000000 Penalty: 2774.587402
	Iteration 39Q: 3 clusters Score -659162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -659177.500000 Penalty: 2774.587402
	Iteration 40F: 3 clusters Score -659177.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -659198.812500 Penalty: 2774.587402
	Iteration 41Q: 3 clusters Score -659198.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -659219.062500 Penalty: 2774.587402
	Iteration 42Q: 3 clusters Score -659219.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -659231.812500 Penalty: 2774.587402
	Iteration 43Q: 3 clusters Score -659231.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -659250.750000 Penalty: 2774.587402
	Iteration 44Q: 3 clusters Score -659250.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -659268.250000 Penalty: 2774.587402
	Iteration 45Q: 3 clusters Score -659268.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -659287.625000 Penalty: 2774.587402
	Iteration 46Q: 3 clusters Score -659287.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -659304.312500 Penalty: 2774.587402
	Iteration 47Q: 3 clusters Score -659304.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -659318.125000 Penalty: 2774.587402
	Iteration 48Q: 3 clusters Score -659318.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -659333.250000 Penalty: 2774.587402
	Iteration 49Q: 3 clusters Score -659333.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -659346.937500 Penalty: 2774.587402
	Iteration 50Q: 3 clusters Score -659346.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -659354.312500 Penalty: 2774.587402
	Iteration 51Q: 3 clusters Score -659354.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -659360.687500 Penalty: 2774.587402
	Iteration 52Q: 3 clusters Score -659360.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -659367.312500 Penalty: 2774.587402
	Iteration 53Q: 3 clusters Score -659367.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -659374.187500 Penalty: 2774.587402
	Iteration 54Q: 3 clusters Score -659374.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -659380.875000 Penalty: 2774.587402
	Iteration 55Q: 3 clusters Score -659380.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -659387.125000 Penalty: 2774.587402
	Iteration 56Q: 3 clusters Score -659387.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -659393.187500 Penalty: 2774.587402
	Iteration 57Q: 3 clusters Score -659393.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -659409.937500 Penalty: 2774.587402
	Iteration 58Q: 3 clusters Score -659409.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -659432.687500 Penalty: 2774.587402
	Iteration 59Q: 3 clusters Score -659432.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -659450.750000 Penalty: 2774.587402
	Iteration 60F: 3 clusters Score -659450.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -659466.187500 Penalty: 2774.587402
	Iteration 61Q: 3 clusters Score -659466.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -659478.750000 Penalty: 2774.587402
	Iteration 62Q: 3 clusters Score -659478.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -659489.437500 Penalty: 2774.587402
	Iteration 63Q: 3 clusters Score -659489.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -659503.375000 Penalty: 2774.587402
	Iteration 64Q: 3 clusters Score -659503.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -659517.000000 Penalty: 2774.587402
	Iteration 65Q: 3 clusters Score -659517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -659531.125000 Penalty: 2774.587402
	Iteration 66Q: 3 clusters Score -659531.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -659539.437500 Penalty: 2774.587402
	Iteration 67Q: 3 clusters Score -659539.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -659543.437500 Penalty: 2774.587402
	Iteration 68Q: 3 clusters Score -659543.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -659546.875000 Penalty: 2774.587402
	Iteration 69Q: 3 clusters Score -659546.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -659549.625000 Penalty: 2774.587402
	Iteration 70Q: 3 clusters Score -659549.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -659557.875000 Penalty: 2774.587402
	Iteration 71Q: 3 clusters Score -659557.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -659561.375000 Penalty: 2774.587402
	Iteration 72Q: 3 clusters Score -659561.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -659563.750000 Penalty: 2774.587402
	Iteration 73Q: 3 clusters Score -659563.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -659566.875000 Penalty: 2774.587402
	Iteration 74Q: 3 clusters Score -659566.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -659571.250000 Penalty: 2774.587402
	Iteration 75Q: 3 clusters Score -659571.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -659574.312500 Penalty: 2774.587402
	Iteration 76Q: 3 clusters Score -659574.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -659578.500000 Penalty: 2774.587402
	Iteration 77Q: 3 clusters Score -659578.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -659578.937500 Penalty: 2774.587402
	Iteration 78Q: 3 clusters Score -659578.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -659584.250000 Penalty: 2774.587402
	Iteration 79Q: 3 clusters Score -659584.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -659586.437500 Penalty: 2774.587402
	Iteration 80F: 3 clusters Score -659586.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -659590.750000 Penalty: 2774.587402
	Iteration 81Q: 3 clusters Score -659590.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -659591.062500 Penalty: 2774.587402
	Iteration 82Q: 3 clusters Score -659591.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -659592.812500 Penalty: 2774.587402
	Iteration 83Q: 3 clusters Score -659592.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -659593.500000 Penalty: 2774.587402
	Iteration 84Q: 3 clusters Score -659593.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -659594.187500 Penalty: 2774.587402
	Iteration 85Q: 3 clusters Score -659594.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -659595.562500 Penalty: 2774.587402
	Iteration 86Q: 3 clusters Score -659595.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -659595.000000 Penalty: 2774.587402
	Iteration 87Q: 3 clusters Score -659595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -659595.375000 Penalty: 2774.587402
	Iteration 88Q: 3 clusters Score -659595.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -659596.937500 Penalty: 2774.587402
	Iteration 89Q: 3 clusters Score -659596.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -659597.125000 Penalty: 2774.587402
	Iteration 90Q: 3 clusters Score -659597.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -659597.937500 Penalty: 2774.587402
	Iteration 91Q: 3 clusters Score -659597.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -659597.937500 Penalty: 2774.587402
	Iteration 92F: 3 clusters Score -659597.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -25176.625000 Penalty: 959.177917
	Iteration 0F: 2 clusters Score -25176.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24381.486328 Penalty: 1918.355835
	Iteration 0F: 3 clusters Score -24381.49 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24667.361328 Penalty: 1918.355835
	Iteration 1F: 3 clusters Score -24667.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -24753.185547 Penalty: 1918.355835
	Iteration 2F: 3 clusters Score -24753.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -24804.619141 Penalty: 1918.355835
	Iteration 3Q: 3 clusters Score -24804.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24821.031250 Penalty: 1918.355835
	Iteration 4Q: 3 clusters Score -24821.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -24846.552734 Penalty: 1918.355835
	Iteration 5Q: 3 clusters Score -24846.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24906.580078 Penalty: 1918.355835
	Iteration 6Q: 3 clusters Score -24906.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25009.240234 Penalty: 1918.355835
	Iteration 7Q: 3 clusters Score -25009.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25036.537109 Penalty: 1918.355835
	Iteration 8Q: 3 clusters Score -25036.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -25046.742188 Penalty: 1918.355835
	Iteration 9Q: 3 clusters Score -25046.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -25057.808594 Penalty: 1918.355835
	Iteration 10Q: 3 clusters Score -25057.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25067.937500 Penalty: 1918.355835
	Iteration 11Q: 3 clusters Score -25067.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25069.107422 Penalty: 1918.355835
	Iteration 12Q: 3 clusters Score -25069.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25076.689453 Penalty: 1918.355835
	Iteration 13F: 3 clusters Score -25076.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -25083.246094 Penalty: 1918.355835
	Iteration 14Q: 3 clusters Score -25083.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25084.322266 Penalty: 1918.355835
	Iteration 15Q: 3 clusters Score -25084.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25084.322266 Penalty: 1918.355835
	Iteration 16F: 3 clusters Score -25084.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Entering Unmasked Estep 
Score: -2984347.250000 Penalty: 1630.394897
	Iteration 0F: 2 clusters Score -2984347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2968862.500000 Penalty: 3260.789795
	Iteration 0F: 3 clusters Score -2968862 nChanged 10312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2974479.250000 Penalty: 3260.789795
	Iteration 1F: 3 clusters Score -2974479 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2974777.750000 Penalty: 3260.789795
	Iteration 2Q: 3 clusters Score -2974778 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2975073.000000 Penalty: 3260.789795
	Iteration 3Q: 3 clusters Score -2975073 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2975373.250000 Penalty: 3260.789795
	Iteration 4Q: 3 clusters Score -2975373 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2975693.000000 Penalty: 3260.789795
	Iteration 5Q: 3 clusters Score -2975693 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2976113.500000 Penalty: 3260.789795
	Iteration 6Q: 3 clusters Score -2976114 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2976692.500000 Penalty: 3260.789795
	Iteration 7Q: 3 clusters Score -2976692 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2977497.750000 Penalty: 3260.789795
	Iteration 8F: 3 clusters Score -2977498 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2978543.500000 Penalty: 3260.789795
	Iteration 9F: 3 clusters Score -2978544 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2979545.750000 Penalty: 3260.789795
	Iteration 10F: 3 clusters Score -2979546 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2980207.750000 Penalty: 3260.789795
	Iteration 11Q: 3 clusters Score -2980208 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2980483.500000 Penalty: 3260.789795
	Iteration 12Q: 3 clusters Score -2980484 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -2980638.250000 Penalty: 3260.789795
	Iteration 13Q: 3 clusters Score -2980638 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2980734.000000 Penalty: 3260.789795
	Iteration 14Q: 3 clusters Score -2980734 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2980818.250000 Penalty: 3260.789795
	Iteration 15Q: 3 clusters Score -2980818 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2980889.250000 Penalty: 3260.789795
	Iteration 16Q: 3 clusters Score -2980889 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2980956.250000 Penalty: 3260.789795
	Iteration 17Q: 3 clusters Score -2980956 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2981014.750000 Penalty: 3260.789795
	Iteration 18Q: 3 clusters Score -2981015 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2981059.250000 Penalty: 3260.789795
	Iteration 19Q: 3 clusters Score -2981059 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2981140.250000 Penalty: 3260.789795
	Iteration 20F: 3 clusters Score -2981140 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2981207.500000 Penalty: 3260.789795
	Iteration 21Q: 3 clusters Score -2981208 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2981277.250000 Penalty: 3260.789795
	Iteration 22Q: 3 clusters Score -2981277 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2981333.000000 Penalty: 3260.789795
	Iteration 23Q: 3 clusters Score -2981333 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2981370.500000 Penalty: 3260.789795
	Iteration 24Q: 3 clusters Score -2981370 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -2981404.250000 Penalty: 3260.789795
	Iteration 25Q: 3 clusters Score -2981404 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -2981460.500000 Penalty: 3260.789795
	Iteration 26Q: 3 clusters Score -2981460 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2981497.250000 Penalty: 3260.789795
	Iteration 27Q: 3 clusters Score -2981497 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2981521.000000 Penalty: 3260.789795
	Iteration 28Q: 3 clusters Score -2981521 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2981557.250000 Penalty: 3260.789795
	Iteration 29Q: 3 clusters Score -2981557 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2981583.000000 Penalty: 3260.789795
	Iteration 30Q: 3 clusters Score -2981583 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2981621.000000 Penalty: 3260.789795
	Iteration 31Q: 3 clusters Score -2981621 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2981658.750000 Penalty: 3260.789795
	Iteration 32Q: 3 clusters Score -2981659 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2981698.750000 Penalty: 3260.789795
	Iteration 33Q: 3 clusters Score -2981699 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2981735.250000 Penalty: 3260.789795
	Iteration 34Q: 3 clusters Score -2981735 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2981761.500000 Penalty: 3260.789795
	Iteration 35Q: 3 clusters Score -2981762 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2981788.250000 Penalty: 3260.789795
	Iteration 36Q: 3 clusters Score -2981788 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2981826.000000 Penalty: 3260.789795
	Iteration 37Q: 3 clusters Score -2981826 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2981861.500000 Penalty: 3260.789795
	Iteration 38Q: 3 clusters Score -2981862 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2981897.500000 Penalty: 3260.789795
	Iteration 39Q: 3 clusters Score -2981898 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2981936.000000 Penalty: 3260.789795
	Iteration 40F: 3 clusters Score -2981936 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2981977.250000 Penalty: 3260.789795
	Iteration 41Q: 3 clusters Score -2981977 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2982013.500000 Penalty: 3260.789795
	Iteration 42Q: 3 clusters Score -2982014 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2982052.750000 Penalty: 3260.789795
	Iteration 43Q: 3 clusters Score -2982053 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2982088.500000 Penalty: 3260.789795
	Iteration 44Q: 3 clusters Score -2982088 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2982148.250000 Penalty: 3260.789795
	Iteration 45Q: 3 clusters Score -2982148 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2982181.750000 Penalty: 3260.789795
	Iteration 46Q: 3 clusters Score -2982182 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2982213.750000 Penalty: 3260.789795
	Iteration 47Q: 3 clusters Score -2982214 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2982235.500000 Penalty: 3260.789795
	Iteration 48Q: 3 clusters Score -2982236 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2982261.000000 Penalty: 3260.789795
	Iteration 49Q: 3 clusters Score -2982261 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2982294.000000 Penalty: 3260.789795
	Iteration 50Q: 3 clusters Score -2982294 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2982325.750000 Penalty: 3260.789795
	Iteration 51Q: 3 clusters Score -2982326 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2982358.500000 Penalty: 3260.789795
	Iteration 52Q: 3 clusters Score -2982358 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2982396.000000 Penalty: 3260.789795
	Iteration 53Q: 3 clusters Score -2982396 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2982421.250000 Penalty: 3260.789795
	Iteration 54Q: 3 clusters Score -2982421 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2982446.250000 Penalty: 3260.789795
	Iteration 55Q: 3 clusters Score -2982446 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2982467.250000 Penalty: 3260.789795
	Iteration 56Q: 3 clusters Score -2982467 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2982491.750000 Penalty: 3260.789795
	Iteration 57Q: 3 clusters Score -2982492 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2982504.750000 Penalty: 3260.789795
	Iteration 58Q: 3 clusters Score -2982505 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2982514.250000 Penalty: 3260.789795
	Iteration 59Q: 3 clusters Score -2982514 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2982538.250000 Penalty: 3260.789795
	Iteration 60F: 3 clusters Score -2982538 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2982568.750000 Penalty: 3260.789795
	Iteration 61Q: 3 clusters Score -2982569 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2982588.500000 Penalty: 3260.789795
	Iteration 62Q: 3 clusters Score -2982588 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -2982604.000000 Penalty: 3260.789795
	Iteration 63Q: 3 clusters Score -2982604 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -2982624.000000 Penalty: 3260.789795
	Iteration 64Q: 3 clusters Score -2982624 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2982645.250000 Penalty: 3260.789795
	Iteration 65Q: 3 clusters Score -2982645 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -2982679.750000 Penalty: 3260.789795
	Iteration 66Q: 3 clusters Score -2982680 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -2982702.750000 Penalty: 3260.789795
	Iteration 67Q: 3 clusters Score -2982703 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2982720.250000 Penalty: 3260.789795
	Iteration 68Q: 3 clusters Score -2982720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2982741.000000 Penalty: 3260.789795
	Iteration 69Q: 3 clusters Score -2982741 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -2982751.000000 Penalty: 3260.789795
	Iteration 70Q: 3 clusters Score -2982751 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -2982764.000000 Penalty: 3260.789795
	Iteration 71Q: 3 clusters Score -2982764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -2982774.750000 Penalty: 3260.789795
	Iteration 72Q: 3 clusters Score -2982775 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -2982785.500000 Penalty: 3260.789795
	Iteration 73Q: 3 clusters Score -2982786 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2982799.500000 Penalty: 3260.789795
	Iteration 74Q: 3 clusters Score -2982800 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2982821.000000 Penalty: 3260.789795
	Iteration 75Q: 3 clusters Score -2982821 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -2982840.500000 Penalty: 3260.789795
	Iteration 76Q: 3 clusters Score -2982840 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2982857.500000 Penalty: 3260.789795
	Iteration 77Q: 3 clusters Score -2982858 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -2982876.000000 Penalty: 3260.789795
	Iteration 78Q: 3 clusters Score -2982876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -2982897.750000 Penalty: 3260.789795
	Iteration 79Q: 3 clusters Score -2982898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -2982902.750000 Penalty: 3260.789795
	Iteration 80F: 3 clusters Score -2982903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -2982912.000000 Penalty: 3260.789795
	Iteration 81Q: 3 clusters Score -2982912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -2982920.500000 Penalty: 3260.789795
	Iteration 82Q: 3 clusters Score -2982920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2982933.750000 Penalty: 3260.789795
	Iteration 83Q: 3 clusters Score -2982934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -2982948.750000 Penalty: 3260.789795
	Iteration 84Q: 3 clusters Score -2982949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -2982945.750000 Penalty: 3260.789795
	Iteration 85Q: 3 clusters Score -2982946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -2982954.250000 Penalty: 3260.789795
	Iteration 86Q: 3 clusters Score -2982954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -2982963.250000 Penalty: 3260.789795
	Iteration 87Q: 3 clusters Score -2982963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -2982970.750000 Penalty: 3260.789795
	Iteration 88Q: 3 clusters Score -2982971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2982972.250000 Penalty: 3260.789795
	Iteration 89Q: 3 clusters Score -2982972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -2982978.500000 Penalty: 3260.789795
	Iteration 90Q: 3 clusters Score -2982978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2982977.250000 Penalty: 3260.789795
	Iteration 91Q: 3 clusters Score -2982977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2982977.000000 Penalty: 3260.789795
	Iteration 92Q: 3 clusters Score -2982977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2982977.000000 Penalty: 3260.789795
	Iteration 93F: 3 clusters Score -2982977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Entering Unmasked Estep 
Score: -1012080.250000 Penalty: 1462.698730
	Iteration 0F: 2 clusters Score -1012080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1006122.937500 Penalty: 2925.397461
	Iteration 0F: 3 clusters Score -1006123 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1007883.562500 Penalty: 2925.397461
	Iteration 1F: 3 clusters Score -1007884 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1008107.562500 Penalty: 2925.397461
	Iteration 2F: 3 clusters Score -1008108 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1008313.125000 Penalty: 2925.397461
	Iteration 3F: 3 clusters Score -1008313 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1008544.750000 Penalty: 2925.397461
	Iteration 4F: 3 clusters Score -1008545 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1008778.937500 Penalty: 2925.397461
	Iteration 5F: 3 clusters Score -1008779 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1009051.187500 Penalty: 2925.397461
	Iteration 6F: 3 clusters Score -1009051 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1009363.812500 Penalty: 2925.397461
	Iteration 7F: 3 clusters Score -1009364 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1009694.312500 Penalty: 2925.397461
	Iteration 8F: 3 clusters Score -1009694 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1010020.562500 Penalty: 2925.397461
	Iteration 9Q: 3 clusters Score -1010021 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1010321.000000 Penalty: 2925.397461
	Iteration 10Q: 3 clusters Score -1010321 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1010531.937500 Penalty: 2925.397461
	Iteration 11Q: 3 clusters Score -1010532 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1010674.937500 Penalty: 2925.397461
	Iteration 12Q: 3 clusters Score -1010675 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1010776.562500 Penalty: 2925.397461
	Iteration 13Q: 3 clusters Score -1010777 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1010837.812500 Penalty: 2925.397461
	Iteration 14Q: 3 clusters Score -1010838 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1010868.125000 Penalty: 2925.397461
	Iteration 15Q: 3 clusters Score -1010868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1010894.875000 Penalty: 2925.397461
	Iteration 16Q: 3 clusters Score -1010895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1010918.125000 Penalty: 2925.397461
	Iteration 17Q: 3 clusters Score -1010918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1010931.750000 Penalty: 2925.397461
	Iteration 18Q: 3 clusters Score -1010932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1010942.250000 Penalty: 2925.397461
	Iteration 19Q: 3 clusters Score -1010942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1010949.000000 Penalty: 2925.397461
	Iteration 20F: 3 clusters Score -1010949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1010954.687500 Penalty: 2925.397461
	Iteration 21Q: 3 clusters Score -1010955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1010960.500000 Penalty: 2925.397461
	Iteration 22Q: 3 clusters Score -1010960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1010965.250000 Penalty: 2925.397461
	Iteration 23Q: 3 clusters Score -1010965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1010971.750000 Penalty: 2925.397461
	Iteration 24Q: 3 clusters Score -1010972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1010976.562500 Penalty: 2925.397461
	Iteration 25Q: 3 clusters Score -1010977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1010980.062500 Penalty: 2925.397461
	Iteration 26Q: 3 clusters Score -1010980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1010991.625000 Penalty: 2925.397461
	Iteration 27Q: 3 clusters Score -1010992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1010999.562500 Penalty: 2925.397461
	Iteration 28Q: 3 clusters Score -1011000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1011002.875000 Penalty: 2925.397461
	Iteration 29Q: 3 clusters Score -1011003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1011007.625000 Penalty: 2925.397461
	Iteration 30Q: 3 clusters Score -1011008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1011007.250000 Penalty: 2925.397461
	Iteration 31Q: 3 clusters Score -1011007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1011007.250000 Penalty: 2925.397461
	Iteration 32F: 3 clusters Score -1011007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (61856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61856 members 
Entering Unmasked Estep 
Score: -8170575.000000 Penalty: 1792.791626
	Iteration 0F: 2 clusters Score -8170575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -8136976.500000 Penalty: 3585.583252
	Iteration 0F: 3 clusters Score -8136976 nChanged 29118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -8153543.500000 Penalty: 3585.583252
	Iteration 1F: 3 clusters Score -8153544 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -8153992.000000 Penalty: 3585.583252
	Iteration 2Q: 3 clusters Score -8153992 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -8154415.000000 Penalty: 3585.583252
	Iteration 3Q: 3 clusters Score -8154415 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -8154969.000000 Penalty: 3585.583252
	Iteration 4Q: 3 clusters Score -8154969 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -8155610.500000 Penalty: 3585.583252
	Iteration 5Q: 3 clusters Score -8155610 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -8156613.500000 Penalty: 3585.583252
	Iteration 6Q: 3 clusters Score -8156614 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -8158128.500000 Penalty: 3585.583252
	Iteration 7Q: 3 clusters Score -8158128 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -8160385.000000 Penalty: 3585.583252
	Iteration 8F: 3 clusters Score -8160385 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -8163315.000000 Penalty: 3585.583252
	Iteration 9F: 3 clusters Score -8163315 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -8166071.000000 Penalty: 3585.583252
	Iteration 10F: 3 clusters Score -8166071 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -8167869.000000 Penalty: 3585.583252
	Iteration 11Q: 3 clusters Score -8167869 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -8168830.000000 Penalty: 3585.583252
	Iteration 12Q: 3 clusters Score -8168830 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 53507 members 
Entering Unmasked Estep 
Score: -8169236.000000 Penalty: 3585.583252
	Iteration 13Q: 3 clusters Score -8169236 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -8169458.500000 Penalty: 3585.583252
	Iteration 14Q: 3 clusters Score -8169458 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -8169626.500000 Penalty: 3585.583252
	Iteration 15Q: 3 clusters Score -8169626 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 55582 members 
Entering Unmasked Estep 
Score: -8169700.500000 Penalty: 3585.583252
	Iteration 16Q: 3 clusters Score -8169700 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 56075 members 
Entering Unmasked Estep 
Score: -8169797.500000 Penalty: 3585.583252
	Iteration 17Q: 3 clusters Score -8169798 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 56503 members 
Entering Unmasked Estep 
Score: -8169758.000000 Penalty: 3585.583252
	Iteration 18Q: 3 clusters Score -8169758 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 56867 members 
Entering Unmasked Estep 
Score: -8169752.500000 Penalty: 3585.583252
	Iteration 19Q: 3 clusters Score -8169752 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 57184 members 
Entering Unmasked Estep 
Score: -8169738.500000 Penalty: 3585.583252
	Iteration 20F: 3 clusters Score -8169738 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 57443 members 
Entering Unmasked Estep 
Score: -8169735.000000 Penalty: 3585.583252
	Iteration 21Q: 3 clusters Score -8169735 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -8169758.000000 Penalty: 3585.583252
	Iteration 22Q: 3 clusters Score -8169758 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 57801 members 
Entering Unmasked Estep 
Score: -8169788.000000 Penalty: 3585.583252
	Iteration 23Q: 3 clusters Score -8169788 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -8169786.000000 Penalty: 3585.583252
	Iteration 24Q: 3 clusters Score -8169786 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 58095 members 
Entering Unmasked Estep 
Score: -8169776.000000 Penalty: 3585.583252
	Iteration 25Q: 3 clusters Score -8169776 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 58205 members 
Entering Unmasked Estep 
Score: -8169781.500000 Penalty: 3585.583252
	Iteration 26Q: 3 clusters Score -8169782 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 58288 members 
Entering Unmasked Estep 
Score: -8169796.500000 Penalty: 3585.583252
	Iteration 27Q: 3 clusters Score -8169796 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 58351 members 
Entering Unmasked Estep 
Score: -8169802.000000 Penalty: 3585.583252
	Iteration 28Q: 3 clusters Score -8169802 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -8169799.500000 Penalty: 3585.583252
	Iteration 29Q: 3 clusters Score -8169800 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 58475 members 
Entering Unmasked Estep 
Score: -8169790.000000 Penalty: 3585.583252
	Iteration 30Q: 3 clusters Score -8169790 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 58519 members 
Entering Unmasked Estep 
Score: -8169785.000000 Penalty: 3585.583252
	Iteration 31Q: 3 clusters Score -8169785 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 58576 members 
Entering Unmasked Estep 
Score: -8169779.500000 Penalty: 3585.583252
	Iteration 32Q: 3 clusters Score -8169780 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -8169790.500000 Penalty: 3585.583252
	Iteration 33Q: 3 clusters Score -8169790 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -8169782.000000 Penalty: 3585.583252
	Iteration 34Q: 3 clusters Score -8169782 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 58722 members 
Entering Unmasked Estep 
Score: -8169775.500000 Penalty: 3585.583252
	Iteration 35Q: 3 clusters Score -8169776 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 58765 members 
Entering Unmasked Estep 
Score: -8169768.500000 Penalty: 3585.583252
	Iteration 36Q: 3 clusters Score -8169768 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -8169734.000000 Penalty: 3585.583252
	Iteration 37Q: 3 clusters Score -8169734 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 58871 members 
Entering Unmasked Estep 
Score: -8169721.000000 Penalty: 3585.583252
	Iteration 38Q: 3 clusters Score -8169721 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 58923 members 
Entering Unmasked Estep 
Score: -8169714.000000 Penalty: 3585.583252
	Iteration 39Q: 3 clusters Score -8169714 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 58971 members 
Entering Unmasked Estep 
Score: -8169719.500000 Penalty: 3585.583252
	Iteration 40F: 3 clusters Score -8169720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 59022 members 
Entering Unmasked Estep 
Score: -8169713.500000 Penalty: 3585.583252
	Iteration 41Q: 3 clusters Score -8169714 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 59067 members 
Entering Unmasked Estep 
Score: -8169709.000000 Penalty: 3585.583252
	Iteration 42Q: 3 clusters Score -8169709 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 59098 members 
Entering Unmasked Estep 
Score: -8169700.500000 Penalty: 3585.583252
	Iteration 43Q: 3 clusters Score -8169700 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 59119 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 59144 members 
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Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 59170 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 59184 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 59195 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 59203 members 
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Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 59206 members 
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Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 59211 members 
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	Iteration 51Q: 3 clusters Score -8169690 nChanged 6
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Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8169690 nChanged 6
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Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 59221 members 
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	Iteration 53Q: 3 clusters Score -8169699 nChanged 7
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	Iteration 54Q: 3 clusters Score -8169691 nChanged 12
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Mstep: Class 1 contains 2620 members 
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Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 59248 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 59270 members 
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Mstep: Class 1 contains 2585 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8169678 nChanged 4
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Mstep: Class 1 contains 2581 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2580 members 
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	Iteration 62Q: 3 clusters Score -8169692 nChanged 2
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	Iteration 63Q: 3 clusters Score -8169691 nChanged 2
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	Iteration 64Q: 3 clusters Score -8169692 nChanged 3
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Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 59281 members 
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	Iteration 65Q: 3 clusters Score -8169682 nChanged 3
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	Iteration 69Q: 3 clusters Score -8169693 nChanged 2
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Mstep: Class 1 contains 2536 members 
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	Iteration 94Q: 3 clusters Score -8169662 nChanged 9
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	Iteration 100F: 3 clusters Score -8169638 nChanged 24
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	Iteration 101Q: 3 clusters Score -8169636 nChanged 20
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	Iteration 103Q: 3 clusters Score -8169639 nChanged 26
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	Iteration 113Q: 3 clusters Score -8169634 nChanged 5
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	Iteration 114Q: 3 clusters Score -8169632 nChanged 8
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	Iteration 126Q: 3 clusters Score -8169644 nChanged 8
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	Iteration 130Q: 3 clusters Score -8169654 nChanged 5
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	Iteration 131Q: 3 clusters Score -8169656 nChanged 2
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	Iteration 134Q: 3 clusters Score -8169654 nChanged 1
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	Iteration 135Q: 3 clusters Score -8169656 nChanged 3
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Mstep: Class 2 contains 59752 members 
Entering Unmasked Estep 
Score: -8169652.500000 Penalty: 3585.583252
	Iteration 137Q: 3 clusters Score -8169652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 59755 members 
Entering Unmasked Estep 
Score: -8169648.000000 Penalty: 3585.583252
	Iteration 138Q: 3 clusters Score -8169648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 59759 members 
Entering Unmasked Estep 
Score: -8169641.000000 Penalty: 3585.583252
	Iteration 139Q: 3 clusters Score -8169641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 59763 members 
Entering Unmasked Estep 
Score: -8169643.500000 Penalty: 3585.583252
	Iteration 140F: 3 clusters Score -8169644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 59767 members 
Entering Unmasked Estep 
Score: -8169648.500000 Penalty: 3585.583252
	Iteration 141Q: 3 clusters Score -8169648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 59768 members 
Entering Unmasked Estep 
Score: -8169643.500000 Penalty: 3585.583252
	Iteration 142Q: 3 clusters Score -8169644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -8169639.500000 Penalty: 3585.583252
	Iteration 143Q: 3 clusters Score -8169640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -8169645.000000 Penalty: 3585.583252
	Iteration 144Q: 3 clusters Score -8169645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -8169648.000000 Penalty: 3585.583252
	Iteration 145Q: 3 clusters Score -8169648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -8169646.500000 Penalty: 3585.583252
	Iteration 146Q: 3 clusters Score -8169646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 59775 members 
Entering Unmasked Estep 
Score: -8169649.000000 Penalty: 3585.583252
	Iteration 147Q: 3 clusters Score -8169649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 59776 members 
Entering Unmasked Estep 
Score: -8169652.500000 Penalty: 3585.583252
	Iteration 148Q: 3 clusters Score -8169652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -8169656.000000 Penalty: 3585.583252
	Iteration 149Q: 3 clusters Score -8169656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 59782 members 
Entering Unmasked Estep 
Score: -8169663.500000 Penalty: 3585.583252
	Iteration 150Q: 3 clusters Score -8169664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -8169675.500000 Penalty: 3585.583252
	Iteration 151Q: 3 clusters Score -8169676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 59788 members 
Entering Unmasked Estep 
Score: -8169666.500000 Penalty: 3585.583252
	Iteration 152Q: 3 clusters Score -8169666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 59791 members 
Entering Unmasked Estep 
Score: -8169663.500000 Penalty: 3585.583252
	Iteration 153Q: 3 clusters Score -8169664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 59793 members 
Entering Unmasked Estep 
Score: -8169664.500000 Penalty: 3585.583252
	Iteration 154Q: 3 clusters Score -8169664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -8169661.500000 Penalty: 3585.583252
	Iteration 155Q: 3 clusters Score -8169662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -8169652.000000 Penalty: 3585.583252
	Iteration 156Q: 3 clusters Score -8169652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 59800 members 
Entering Unmasked Estep 
Score: -8169655.500000 Penalty: 3585.583252
	Iteration 157Q: 3 clusters Score -8169656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 59802 members 
Entering Unmasked Estep 
Score: -8169661.500000 Penalty: 3585.583252
	Iteration 158Q: 3 clusters Score -8169662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 59805 members 
Entering Unmasked Estep 
Score: -8169664.500000 Penalty: 3585.583252
	Iteration 159Q: 3 clusters Score -8169664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -8169654.500000 Penalty: 3585.583252
	Iteration 160F: 3 clusters Score -8169654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 59810 members 
Entering Unmasked Estep 
Score: -8169650.000000 Penalty: 3585.583252
	Iteration 161Q: 3 clusters Score -8169650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -8169642.500000 Penalty: 3585.583252
	Iteration 162Q: 3 clusters Score -8169642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 59812 members 
Entering Unmasked Estep 
Score: -8169640.000000 Penalty: 3585.583252
	Iteration 163Q: 3 clusters Score -8169640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -8169646.500000 Penalty: 3585.583252
	Iteration 164Q: 3 clusters Score -8169646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 59812 members 
Entering Unmasked Estep 
Score: -8169650.500000 Penalty: 3585.583252
	Iteration 165Q: 3 clusters Score -8169650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 59813 members 
Entering Unmasked Estep 
Score: -8169652.500000 Penalty: 3585.583252
	Iteration 166Q: 3 clusters Score -8169652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 59814 members 
Entering Unmasked Estep 
Score: -8169652.000000 Penalty: 3585.583252
	Iteration 167Q: 3 clusters Score -8169652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -8169654.500000 Penalty: 3585.583252
	Iteration 168Q: 3 clusters Score -8169654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -8169654.500000 Penalty: 3585.583252
	Iteration 169F: 3 clusters Score -8169654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (108282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108282 members 
Entering Unmasked Estep 
Score: -14010377.000000 Penalty: 1883.780273
	Iteration 0F: 2 clusters Score -1.401038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 53944 members 
Entering Unmasked Estep 
Score: -13941994.000000 Penalty: 3767.560547
	Iteration 0F: 3 clusters Score -1.394199e+07 nChanged 52000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -13972467.000000 Penalty: 3767.560547
	Iteration 1F: 3 clusters Score -1.397247e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -13973698.000000 Penalty: 3767.560547
	Iteration 2Q: 3 clusters Score -1.39737e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61717 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -13975555.000000 Penalty: 3767.560547
	Iteration 3Q: 3 clusters Score -1.397556e+07 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66043 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -13978159.000000 Penalty: 3767.560547
	Iteration 4F: 3 clusters Score -1.397816e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71971 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -13982285.000000 Penalty: 3767.560547
	Iteration 5F: 3 clusters Score -1.398228e+07 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78872 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -13987554.000000 Penalty: 3767.560547
	Iteration 6F: 3 clusters Score -1.398755e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85210 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -13992491.000000 Penalty: 3767.560547
	Iteration 7F: 3 clusters Score -1.399249e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89762 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -13996453.000000 Penalty: 3767.560547
	Iteration 8F: 3 clusters Score -1.399645e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92612 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -13999766.000000 Penalty: 3767.560547
	Iteration 9Q: 3 clusters Score -1.399977e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94301 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -14002223.000000 Penalty: 3767.560547
	Iteration 10Q: 3 clusters Score -1.400222e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95685 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -14003731.000000 Penalty: 3767.560547
	Iteration 11Q: 3 clusters Score -1.400373e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97014 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -14004944.000000 Penalty: 3767.560547
	Iteration 12Q: 3 clusters Score -1.400494e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98379 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -14006103.000000 Penalty: 3767.560547
	Iteration 13Q: 3 clusters Score -1.40061e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99729 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -14007072.000000 Penalty: 3767.560547
	Iteration 14Q: 3 clusters Score -1.400707e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101074 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -14007950.000000 Penalty: 3767.560547
	Iteration 15Q: 3 clusters Score -1.400795e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102361 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -14008697.000000 Penalty: 3767.560547
	Iteration 16Q: 3 clusters Score -1.40087e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103510 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -14009177.000000 Penalty: 3767.560547
	Iteration 17Q: 3 clusters Score -1.400918e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104492 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -14009389.000000 Penalty: 3767.560547
	Iteration 18Q: 3 clusters Score -1.400939e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105282 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -14009330.000000 Penalty: 3767.560547
	Iteration 19Q: 3 clusters Score -1.400933e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105884 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -14009306.000000 Penalty: 3767.560547
	Iteration 20F: 3 clusters Score -1.400931e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106376 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -14009246.000000 Penalty: 3767.560547
	Iteration 21Q: 3 clusters Score -1.400925e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106784 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -14009122.000000 Penalty: 3767.560547
	Iteration 22Q: 3 clusters Score -1.400912e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107106 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -14009059.000000 Penalty: 3767.560547
	Iteration 23Q: 3 clusters Score -1.400906e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107366 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -14009033.000000 Penalty: 3767.560547
	Iteration 24Q: 3 clusters Score -1.400903e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107538 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -14009028.000000 Penalty: 3767.560547
	Iteration 25Q: 3 clusters Score -1.400903e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107671 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -14008984.000000 Penalty: 3767.560547
	Iteration 26Q: 3 clusters Score -1.400898e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107748 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -14008977.000000 Penalty: 3767.560547
	Iteration 27Q: 3 clusters Score -1.400898e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107798 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -14009007.000000 Penalty: 3767.560547
	Iteration 28Q: 3 clusters Score -1.400901e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107841 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -14008976.000000 Penalty: 3767.560547
	Iteration 29Q: 3 clusters Score -1.400898e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107872 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -14008963.000000 Penalty: 3767.560547
	Iteration 30Q: 3 clusters Score -1.400896e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107894 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -14008985.000000 Penalty: 3767.560547
	Iteration 31Q: 3 clusters Score -1.400898e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107914 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -14008980.000000 Penalty: 3767.560547
	Iteration 32Q: 3 clusters Score -1.400898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107923 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -14008985.000000 Penalty: 3767.560547
	Iteration 33Q: 3 clusters Score -1.400898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107937 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -14008962.000000 Penalty: 3767.560547
	Iteration 34Q: 3 clusters Score -1.400896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107943 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -14008962.000000 Penalty: 3767.560547
	Iteration 35Q: 3 clusters Score -1.400896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107950 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -14008971.000000 Penalty: 3767.560547
	Iteration 36Q: 3 clusters Score -1.400897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107956 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -14008975.000000 Penalty: 3767.560547
	Iteration 37Q: 3 clusters Score -1.400898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107959 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -14008974.000000 Penalty: 3767.560547
	Iteration 38Q: 3 clusters Score -1.400897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107963 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -14008981.000000 Penalty: 3767.560547
	Iteration 39Q: 3 clusters Score -1.400898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107966 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -14008990.000000 Penalty: 3767.560547
	Iteration 40F: 3 clusters Score -1.400899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107970 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -14008992.000000 Penalty: 3767.560547
	Iteration 41Q: 3 clusters Score -1.400899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107973 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -14008983.000000 Penalty: 3767.560547
	Iteration 42Q: 3 clusters Score -1.400898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107976 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -14008983.000000 Penalty: 3767.560547
	Iteration 43Q: 3 clusters Score -1.400898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107978 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -14008985.000000 Penalty: 3767.560547
	Iteration 44Q: 3 clusters Score -1.400898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107980 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -14008983.000000 Penalty: 3767.560547
	Iteration 45Q: 3 clusters Score -1.400898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107980 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -14008983.000000 Penalty: 3767.560547
	Iteration 46F: 3 clusters Score -1.400898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -62208.441406 Penalty: 1035.941528
	Iteration 0F: 2 clusters Score -62208.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61146.785156 Penalty: 2071.883057
	Iteration 0F: 3 clusters Score -61146.79 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61380.214844 Penalty: 2071.883057
	Iteration 1F: 3 clusters Score -61380.21 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -61640.500000 Penalty: 2071.883057
	Iteration 2F: 3 clusters Score -61640.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -61876.714844 Penalty: 2071.883057
	Iteration 3F: 3 clusters Score -61876.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -62120.628906 Penalty: 2071.883057
	Iteration 4F: 3 clusters Score -62120.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -62293.308594 Penalty: 2071.883057
	Iteration 5F: 3 clusters Score -62293.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -62417.187500 Penalty: 2071.883057
	Iteration 6Q: 3 clusters Score -62417.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -62477.078125 Penalty: 2071.883057
	Iteration 7Q: 3 clusters Score -62477.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -62525.078125 Penalty: 2071.883057
	Iteration 8Q: 3 clusters Score -62525.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -62568.019531 Penalty: 2071.883057
	Iteration 9Q: 3 clusters Score -62568.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -62592.308594 Penalty: 2071.883057
	Iteration 10Q: 3 clusters Score -62592.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -62601.300781 Penalty: 2071.883057
	Iteration 11Q: 3 clusters Score -62601.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -62604.183594 Penalty: 2071.883057
	Iteration 12Q: 3 clusters Score -62604.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -62604.183594 Penalty: 2071.883057
	Iteration 13F: 3 clusters Score -62604.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 11204 members 
Mstep: Class 6 contains 79167 members 
Mstep: Class 7 contains 980 members 
Mstep: Class 8 contains 5101 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 22770 members 
Mstep: Class 11 contains 373 members 
Mstep: Class 12 contains 8113 members 
Mstep: Class 14 contains 61856 members 
Mstep: Class 15 contains 108282 members 
Mstep: Class 16 contains 214 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 8655 members 
Mstep: Class 21 contains 12003 members 
Mstep: Class 23 contains 35925 members 
Entering Unmasked Estep 
Score: -54010888.000000 Penalty: 42097.890625
Splitting cluster 16 changes total score from -54011520.000000 to -54010888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -8064.424316 Penalty: 842.039856
	Iteration 0F: 2 clusters Score -8064.424 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 89 members 
Entering Unmasked Estep 
Score: -7438.442383 Penalty: 1684.079712
	Iteration 0F: 3 clusters Score -7438.442 nChanged 41
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: -7552.380371 Penalty: 1684.079712
	Iteration 1F: 3 clusters Score -7552.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -7626.098633 Penalty: 1684.079712
	Iteration 2F: 3 clusters Score -7626.099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -7641.321289 Penalty: 1684.079712
	Iteration 3Q: 3 clusters Score -7641.321 nChanged 4
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: -7687.842773 Penalty: 1684.079712
	Iteration 4Q: 3 clusters Score -7687.843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -7694.622070 Penalty: 1684.079712
	Iteration 5Q: 3 clusters Score -7694.622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7700.893555 Penalty: 1684.079712
	Iteration 6Q: 3 clusters Score -7700.894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -7700.893555 Penalty: 1684.079712
	Iteration 7F: 3 clusters Score -7700.894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -73623.187500 Penalty: 1040.311523
	Iteration 0F: 2 clusters Score -73623.19 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 309 members 
Entering Unmasked Estep 
Score: -72470.648438 Penalty: 2080.623047
	Iteration 0F: 3 clusters Score -72470.65 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72642.093750 Penalty: 2080.623047
	Iteration 1F: 3 clusters Score -72642.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -72673.078125 Penalty: 2080.623047
	Iteration 2Q: 3 clusters Score -72673.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72696.781250 Penalty: 2080.623047
	Iteration 3Q: 3 clusters Score -72696.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72713.656250 Penalty: 2080.623047
	Iteration 4Q: 3 clusters Score -72713.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72722.828125 Penalty: 2080.623047
	Iteration 5Q: 3 clusters Score -72722.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72731.585938 Penalty: 2080.623047
	Iteration 6Q: 3 clusters Score -72731.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72738.554688 Penalty: 2080.623047
	Iteration 7Q: 3 clusters Score -72738.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72744.304688 Penalty: 2080.623047
	Iteration 8Q: 3 clusters Score -72744.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72746.656250 Penalty: 2080.623047
	Iteration 9Q: 3 clusters Score -72746.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -72749.500000 Penalty: 2080.623047
	Iteration 10Q: 3 clusters Score -72749.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72750.140625 Penalty: 2080.623047
	Iteration 11Q: 3 clusters Score -72750.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72750.140625 Penalty: 2080.623047
	Iteration 12F: 3 clusters Score -72750.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Entering Unmasked Estep 
Score: -1135628.250000 Penalty: 1473.207520
	Iteration 0F: 2 clusters Score -1135628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1129308.500000 Penalty: 2946.415039
	Iteration 0F: 3 clusters Score -1129308 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1131165.750000 Penalty: 2946.415039
	Iteration 1F: 3 clusters Score -1131166 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1131365.375000 Penalty: 2946.415039
	Iteration 2F: 3 clusters Score -1131365 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1131520.125000 Penalty: 2946.415039
	Iteration 3Q: 3 clusters Score -1131520 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1131662.125000 Penalty: 2946.415039
	Iteration 4Q: 3 clusters Score -1131662 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1131791.750000 Penalty: 2946.415039
	Iteration 5Q: 3 clusters Score -1131792 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1131924.625000 Penalty: 2946.415039
	Iteration 6Q: 3 clusters Score -1131925 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1132071.500000 Penalty: 2946.415039
	Iteration 7Q: 3 clusters Score -1132072 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1132221.625000 Penalty: 2946.415039
	Iteration 8Q: 3 clusters Score -1132222 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1132384.125000 Penalty: 2946.415039
	Iteration 9Q: 3 clusters Score -1132384 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1132594.250000 Penalty: 2946.415039
	Iteration 10Q: 3 clusters Score -1132594 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1132877.250000 Penalty: 2946.415039
	Iteration 11Q: 3 clusters Score -1132877 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1133183.250000 Penalty: 2946.415039
	Iteration 12Q: 3 clusters Score -1133183 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1133476.625000 Penalty: 2946.415039
	Iteration 13Q: 3 clusters Score -1133477 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1133722.625000 Penalty: 2946.415039
	Iteration 14Q: 3 clusters Score -1133723 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1133887.625000 Penalty: 2946.415039
	Iteration 15Q: 3 clusters Score -1133888 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1134037.000000 Penalty: 2946.415039
	Iteration 16Q: 3 clusters Score -1134037 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1134155.500000 Penalty: 2946.415039
	Iteration 17Q: 3 clusters Score -1134156 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1134227.625000 Penalty: 2946.415039
	Iteration 18Q: 3 clusters Score -1134228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1134276.125000 Penalty: 2946.415039
	Iteration 19Q: 3 clusters Score -1134276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1134308.500000 Penalty: 2946.415039
	Iteration 20F: 3 clusters Score -1134308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1134331.625000 Penalty: 2946.415039
	Iteration 21Q: 3 clusters Score -1134332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1134343.250000 Penalty: 2946.415039
	Iteration 22Q: 3 clusters Score -1134343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1134346.750000 Penalty: 2946.415039
	Iteration 23Q: 3 clusters Score -1134347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1134347.250000 Penalty: 2946.415039
	Iteration 24Q: 3 clusters Score -1134347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1134350.750000 Penalty: 2946.415039
	Iteration 25Q: 3 clusters Score -1134351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1134357.875000 Penalty: 2946.415039
	Iteration 26Q: 3 clusters Score -1134358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1134363.500000 Penalty: 2946.415039
	Iteration 27Q: 3 clusters Score -1134364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1134362.250000 Penalty: 2946.415039
	Iteration 28Q: 3 clusters Score -1134362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1134362.250000 Penalty: 2946.415039
	Iteration 29F: 3 clusters Score -1134362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Entering Unmasked Estep 
Score: -1558091.125000 Penalty: 1526.348145
	Iteration 0F: 2 clusters Score -1558091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1549663.250000 Penalty: 3052.696289
	Iteration 0F: 3 clusters Score -1549663 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1552416.375000 Penalty: 3052.696289
	Iteration 1F: 3 clusters Score -1552416 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1552697.875000 Penalty: 3052.696289
	Iteration 2F: 3 clusters Score -1552698 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1552926.875000 Penalty: 3052.696289
	Iteration 3Q: 3 clusters Score -1552927 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1553135.000000 Penalty: 3052.696289
	Iteration 4Q: 3 clusters Score -1553135 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1553355.375000 Penalty: 3052.696289
	Iteration 5Q: 3 clusters Score -1553355 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1553653.125000 Penalty: 3052.696289
	Iteration 6Q: 3 clusters Score -1553653 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1554057.125000 Penalty: 3052.696289
	Iteration 7F: 3 clusters Score -1554057 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1554584.625000 Penalty: 3052.696289
	Iteration 8F: 3 clusters Score -1554585 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1555240.500000 Penalty: 3052.696289
	Iteration 9F: 3 clusters Score -1555240 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1555791.375000 Penalty: 3052.696289
	Iteration 10F: 3 clusters Score -1555791 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1556177.875000 Penalty: 3052.696289
	Iteration 11Q: 3 clusters Score -1556178 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1556450.750000 Penalty: 3052.696289
	Iteration 12Q: 3 clusters Score -1556451 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1556592.375000 Penalty: 3052.696289
	Iteration 13Q: 3 clusters Score -1556592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1556668.750000 Penalty: 3052.696289
	Iteration 14Q: 3 clusters Score -1556669 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1556715.125000 Penalty: 3052.696289
	Iteration 15Q: 3 clusters Score -1556715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1556743.875000 Penalty: 3052.696289
	Iteration 16Q: 3 clusters Score -1556744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1556757.500000 Penalty: 3052.696289
	Iteration 17Q: 3 clusters Score -1556758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1556765.375000 Penalty: 3052.696289
	Iteration 18Q: 3 clusters Score -1556765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1556768.875000 Penalty: 3052.696289
	Iteration 19Q: 3 clusters Score -1556769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1556768.875000 Penalty: 3052.696289
	Iteration 20F: 3 clusters Score -1556769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1556773.250000 Penalty: 3052.696289
	Iteration 21Q: 3 clusters Score -1556773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1556772.625000 Penalty: 3052.696289
	Iteration 22Q: 3 clusters Score -1556773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1556776.250000 Penalty: 3052.696289
	Iteration 23Q: 3 clusters Score -1556776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1556776.875000 Penalty: 3052.696289
	Iteration 24Q: 3 clusters Score -1556777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1556778.875000 Penalty: 3052.696289
	Iteration 25Q: 3 clusters Score -1556779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1556778.875000 Penalty: 3052.696289
	Iteration 26F: 3 clusters Score -1556779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (35925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Entering Unmasked Estep 
Score: -4687077.000000 Penalty: 1704.493286
	Iteration 0F: 2 clusters Score -4687077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -4662895.000000 Penalty: 3408.986572
	Iteration 0F: 3 clusters Score -4662895 nChanged 16672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -4672228.500000 Penalty: 3408.986572
	Iteration 1F: 3 clusters Score -4672228 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -4672598.500000 Penalty: 3408.986572
	Iteration 2Q: 3 clusters Score -4672598 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -4673013.500000 Penalty: 3408.986572
	Iteration 3Q: 3 clusters Score -4673014 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -4673496.000000 Penalty: 3408.986572
	Iteration 4Q: 3 clusters Score -4673496 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -4674052.500000 Penalty: 3408.986572
	Iteration 5Q: 3 clusters Score -4674052 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -4674912.000000 Penalty: 3408.986572
	Iteration 6Q: 3 clusters Score -4674912 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -4676196.000000 Penalty: 3408.986572
	Iteration 7F: 3 clusters Score -4676196 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -4677964.500000 Penalty: 3408.986572
	Iteration 8F: 3 clusters Score -4677964 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -4680045.000000 Penalty: 3408.986572
	Iteration 9F: 3 clusters Score -4680045 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -4681996.000000 Penalty: 3408.986572
	Iteration 10F: 3 clusters Score -4681996 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4683430.000000 Penalty: 3408.986572
	Iteration 11Q: 3 clusters Score -4683430 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4684405.000000 Penalty: 3408.986572
	Iteration 12Q: 3 clusters Score -4684405 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4684955.500000 Penalty: 3408.986572
	Iteration 13Q: 3 clusters Score -4684956 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4685238.500000 Penalty: 3408.986572
	Iteration 14Q: 3 clusters Score -4685238 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4685373.000000 Penalty: 3408.986572
	Iteration 15Q: 3 clusters Score -4685373 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4685471.000000 Penalty: 3408.986572
	Iteration 16Q: 3 clusters Score -4685471 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4685537.500000 Penalty: 3408.986572
	Iteration 17Q: 3 clusters Score -4685538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4685572.500000 Penalty: 3408.986572
	Iteration 18Q: 3 clusters Score -4685572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4685592.500000 Penalty: 3408.986572
	Iteration 19Q: 3 clusters Score -4685592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4685606.500000 Penalty: 3408.986572
	Iteration 20F: 3 clusters Score -4685606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4685613.000000 Penalty: 3408.986572
	Iteration 21Q: 3 clusters Score -4685613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4685619.500000 Penalty: 3408.986572
	Iteration 22Q: 3 clusters Score -4685620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4685622.000000 Penalty: 3408.986572
	Iteration 23Q: 3 clusters Score -4685622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4685625.500000 Penalty: 3408.986572
	Iteration 24Q: 3 clusters Score -4685626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4685622.500000 Penalty: 3408.986572
	Iteration 25Q: 3 clusters Score -4685622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4685625.000000 Penalty: 3408.986572
	Iteration 26Q: 3 clusters Score -4685625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4685627.000000 Penalty: 3408.986572
	Iteration 27Q: 3 clusters Score -4685627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4685629.500000 Penalty: 3408.986572
	Iteration 28Q: 3 clusters Score -4685630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4685631.000000 Penalty: 3408.986572
	Iteration 29Q: 3 clusters Score -4685631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4685633.000000 Penalty: 3408.986572
	Iteration 30Q: 3 clusters Score -4685633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4685633.000000 Penalty: 3408.986572
	Iteration 31F: 3 clusters Score -4685633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 64564 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 11204 members 
Mstep: Class 6 contains 79167 members 
Mstep: Class 7 contains 980 members 
Mstep: Class 8 contains 5101 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 22770 members 
Mstep: Class 12 contains 8113 members 
Mstep: Class 14 contains 61856 members 
Mstep: Class 15 contains 108282 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 8655 members 
Mstep: Class 21 contains 12003 members 
Mstep: Class 23 contains 35925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011612.000000 Penalty: 39992.996094
Iteration 79Q: 20 clusters Score -5.401161e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 94 members 
Mstep: Class 1 contains 64428 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 11156 members 
Mstep: Class 6 contains 79098 members 
Mstep: Class 7 contains 980 members 
Mstep: Class 8 contains 5102 members 
Mstep: Class 9 contains 366 members 
Mstep: Class 10 contains 22891 members 
Mstep: Class 12 contains 8146 members 
Mstep: Class 14 contains 61851 members 
Mstep: Class 15 contains 108323 members 
Mstep: Class 16 contains 587 members 
Mstep: Class 17 contains 178 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 8673 members 
Mstep: Class 21 contains 12036 members 
Mstep: Class 23 contains 35934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54011800.000000 Penalty: 39992.996094
Iteration 80F: 20 clusters Score -5.40118e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 64291 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 11117 members 
Mstep: Class 6 contains 79027 members 
Mstep: Class 7 contains 980 members 
Mstep: Class 8 contains 5087 members 
Mstep: Class 9 contains 364 members 
Mstep: Class 10 contains 23013 members 
Mstep: Class 12 contains 8181 members 
Mstep: Class 14 contains 61832 members 
Mstep: Class 15 contains 108382 members 
Mstep: Class 16 contains 586 members 
Mstep: Class 17 contains 195 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8691 members 
Mstep: Class 21 contains 12071 members 
Mstep: Class 23 contains 35948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54012292.000000 Penalty: 39992.996094
Iteration 81Q: 20 clusters Score -5.401229e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 732 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 11078 members 
Mstep: Class 6 contains 78957 members 
Mstep: Class 7 contains 980 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 23127 members 
Mstep: Class 12 contains 8214 members 
Mstep: Class 14 contains 61836 members 
Mstep: Class 15 contains 108420 members 
Mstep: Class 16 contains 586 members 
Mstep: Class 17 contains 200 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 8711 members 
Mstep: Class 21 contains 12090 members 
Mstep: Class 23 contains 35961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54012420.000000 Penalty: 39992.996094
Iteration 82Q: 20 clusters Score -5.401242e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 11042 members 
Mstep: Class 6 contains 78910 members 
Mstep: Class 7 contains 980 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 23253 members 
Mstep: Class 12 contains 8249 members 
Mstep: Class 14 contains 61830 members 
Mstep: Class 15 contains 108422 members 
Mstep: Class 16 contains 586 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 8733 members 
Mstep: Class 21 contains 12113 members 
Mstep: Class 23 contains 35962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54012616.000000 Penalty: 39992.996094
Iteration 83Q: 20 clusters Score -5.401262e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 63922 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 11012 members 
Mstep: Class 6 contains 78860 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 5062 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 23391 members 
Mstep: Class 12 contains 8273 members 
Mstep: Class 14 contains 61807 members 
Mstep: Class 15 contains 108428 members 
Mstep: Class 16 contains 586 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 8769 members 
Mstep: Class 21 contains 12147 members 
Mstep: Class 23 contains 35965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54012492.000000 Penalty: 39992.996094
Iteration 84Q: 20 clusters Score -5.401249e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 63823 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 10977 members 
Mstep: Class 6 contains 78801 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 5054 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 23530 members 
Mstep: Class 12 contains 8301 members 
Mstep: Class 14 contains 61773 members 
Mstep: Class 15 contains 108438 members 
Mstep: Class 16 contains 586 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 8787 members 
Mstep: Class 21 contains 12179 members 
Mstep: Class 23 contains 35974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54012608.000000 Penalty: 39992.996094
Iteration 85Q: 20 clusters Score -5.401261e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 63748 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 10936 members 
Mstep: Class 6 contains 78745 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 5050 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 23658 members 
Mstep: Class 12 contains 8334 members 
Mstep: Class 14 contains 61740 members 
Mstep: Class 15 contains 108408 members 
Mstep: Class 16 contains 586 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 8825 members 
Mstep: Class 21 contains 12213 members 
Mstep: Class 23 contains 35979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54012704.000000 Penalty: 39992.996094
Iteration 86Q: 20 clusters Score -5.40127e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 63688 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 10903 members 
Mstep: Class 6 contains 78705 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 5043 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 23765 members 
Mstep: Class 12 contains 8358 members 
Mstep: Class 14 contains 61698 members 
Mstep: Class 15 contains 108400 members 
Mstep: Class 16 contains 586 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 8851 members 
Mstep: Class 21 contains 12246 members 
Mstep: Class 23 contains 35979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54012772.000000 Penalty: 39992.996094
Iteration 87Q: 20 clusters Score -5.401277e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 63648 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 10859 members 
Mstep: Class 6 contains 78668 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 23853 members 
Mstep: Class 12 contains 8379 members 
Mstep: Class 14 contains 61656 members 
Mstep: Class 15 contains 108404 members 
Mstep: Class 16 contains 586 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 8884 members 
Mstep: Class 21 contains 12265 members 
Mstep: Class 23 contains 35978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54012924.000000 Penalty: 39992.996094
Iteration 88Q: 20 clusters Score -5.401292e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 10815 members 
Mstep: Class 6 contains 78622 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 23936 members 
Mstep: Class 12 contains 8404 members 
Mstep: Class 14 contains 61626 members 
Mstep: Class 15 contains 108397 members 
Mstep: Class 16 contains 586 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 8920 members 
Mstep: Class 21 contains 12274 members 
Mstep: Class 23 contains 35982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54012932.000000 Penalty: 39992.996094
Iteration 89Q: 20 clusters Score -5.401293e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 63583 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 10775 members 
Mstep: Class 6 contains 78577 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 5044 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 24013 members 
Mstep: Class 12 contains 8416 members 
Mstep: Class 14 contains 61600 members 
Mstep: Class 15 contains 108391 members 
Mstep: Class 16 contains 586 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 8953 members 
Mstep: Class 21 contains 12297 members 
Mstep: Class 23 contains 35985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54012980.000000 Penalty: 39992.996094
Iteration 90Q: 20 clusters Score -5.401298e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 63545 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 10730 members 
Mstep: Class 6 contains 78543 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 5045 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 24072 members 
Mstep: Class 12 contains 8436 members 
Mstep: Class 14 contains 61562 members 
Mstep: Class 15 contains 108415 members 
Mstep: Class 16 contains 586 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 8986 members 
Mstep: Class 21 contains 12316 members 
Mstep: Class 23 contains 35981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013008.000000 Penalty: 39992.996094
Iteration 91Q: 20 clusters Score -5.401301e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 63495 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 10699 members 
Mstep: Class 6 contains 78505 members 
Mstep: Class 7 contains 983 members 
Mstep: Class 8 contains 5033 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 24128 members 
Mstep: Class 12 contains 8457 members 
Mstep: Class 14 contains 61529 members 
Mstep: Class 15 contains 108455 members 
Mstep: Class 16 contains 586 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 9012 members 
Mstep: Class 21 contains 12330 members 
Mstep: Class 23 contains 35988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54012992.000000 Penalty: 39992.996094
Iteration 92Q: 20 clusters Score -5.401299e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 63453 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 10665 members 
Mstep: Class 6 contains 78471 members 
Mstep: Class 7 contains 984 members 
Mstep: Class 8 contains 5036 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 24179 members 
Mstep: Class 12 contains 8473 members 
Mstep: Class 14 contains 61493 members 
Mstep: Class 15 contains 108483 members 
Mstep: Class 16 contains 586 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 9044 members 
Mstep: Class 21 contains 12345 members 
Mstep: Class 23 contains 35987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013016.000000 Penalty: 39992.996094
Iteration 93Q: 20 clusters Score -5.401302e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 63413 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 10630 members 
Mstep: Class 6 contains 78450 members 
Mstep: Class 7 contains 985 members 
Mstep: Class 8 contains 5031 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 24231 members 
Mstep: Class 12 contains 8489 members 
Mstep: Class 14 contains 61465 members 
Mstep: Class 15 contains 108510 members 
Mstep: Class 16 contains 586 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 9066 members 
Mstep: Class 21 contains 12364 members 
Mstep: Class 23 contains 35979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013000.000000 Penalty: 39992.996094
Iteration 94Q: 20 clusters Score -5.4013e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 63369 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 10605 members 
Mstep: Class 6 contains 78420 members 
Mstep: Class 7 contains 985 members 
Mstep: Class 8 contains 5034 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 24288 members 
Mstep: Class 12 contains 8504 members 
Mstep: Class 14 contains 61463 members 
Mstep: Class 15 contains 108500 members 
Mstep: Class 16 contains 586 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 9092 members 
Mstep: Class 21 contains 12380 members 
Mstep: Class 23 contains 35973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013052.000000 Penalty: 39992.996094
Iteration 95Q: 20 clusters Score -5.401305e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 63316 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 10583 members 
Mstep: Class 6 contains 78375 members 
Mstep: Class 7 contains 985 members 
Mstep: Class 8 contains 5047 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 24347 members 
Mstep: Class 12 contains 8522 members 
Mstep: Class 14 contains 61460 members 
Mstep: Class 15 contains 108504 members 
Mstep: Class 16 contains 586 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 9118 members 
Mstep: Class 21 contains 12392 members 
Mstep: Class 23 contains 35964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013108.000000 Penalty: 39992.996094
Iteration 96Q: 20 clusters Score -5.401311e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 63261 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 10550 members 
Mstep: Class 6 contains 78346 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 5052 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 24401 members 
Mstep: Class 12 contains 8541 members 
Mstep: Class 14 contains 61451 members 
Mstep: Class 15 contains 108526 members 
Mstep: Class 16 contains 586 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 9138 members 
Mstep: Class 21 contains 12403 members 
Mstep: Class 23 contains 35957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013224.000000 Penalty: 39992.996094
Iteration 97Q: 20 clusters Score -5.401322e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 63233 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 10509 members 
Mstep: Class 6 contains 78317 members 
Mstep: Class 7 contains 986 members 
Mstep: Class 8 contains 5039 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 24452 members 
Mstep: Class 12 contains 8568 members 
Mstep: Class 14 contains 61431 members 
Mstep: Class 15 contains 108552 members 
Mstep: Class 16 contains 586 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 9158 members 
Mstep: Class 21 contains 12414 members 
Mstep: Class 23 contains 35954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013236.000000 Penalty: 39992.996094
Iteration 98Q: 20 clusters Score -5.401324e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 63213 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 10453 members 
Mstep: Class 6 contains 78278 members 
Mstep: Class 7 contains 986 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 24496 members 
Mstep: Class 12 contains 8596 members 
Mstep: Class 14 contains 61401 members 
Mstep: Class 15 contains 108595 members 
Mstep: Class 16 contains 586 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 9177 members 
Mstep: Class 21 contains 12427 members 
Mstep: Class 23 contains 35951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013236.000000 Penalty: 39992.996094
Iteration 99Q: 20 clusters Score -5.401324e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 10395 members 
Mstep: Class 6 contains 78242 members 
Mstep: Class 7 contains 986 members 
Mstep: Class 8 contains 5038 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 24542 members 
Mstep: Class 12 contains 8626 members 
Mstep: Class 14 contains 61388 members 
Mstep: Class 15 contains 108648 members 
Mstep: Class 16 contains 586 members 
Mstep: Class 17 contains 197 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 9192 members 
Mstep: Class 21 contains 12441 members 
Mstep: Class 23 contains 35945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013340.000000 Penalty: 39992.996094
Iteration 100F: 20 clusters Score -5.401334e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 63133 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 731 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 10355 members 
Mstep: Class 6 contains 78220 members 
Mstep: Class 7 contains 986 members 
Mstep: Class 8 contains 5039 members 
Mstep: Class 9 contains 362 members 
Mstep: Class 10 contains 24588 members 
Mstep: Class 12 contains 8646 members 
Mstep: Class 14 contains 61362 members 
Mstep: Class 15 contains 108685 members 
Mstep: Class 16 contains 586 members 
Mstep: Class 17 contains 216 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 9208 members 
Mstep: Class 21 contains 12452 members 
Mstep: Class 23 contains 35939 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 20 clusters Score -5.401374e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 729 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 10322 members 
Mstep: Class 6 contains 78208 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 367 members 
Mstep: Class 10 contains 24639 members 
Mstep: Class 12 contains 8663 members 
Mstep: Class 14 contains 61326 members 
Mstep: Class 15 contains 108723 members 
Mstep: Class 16 contains 582 members 
Mstep: Class 17 contains 219 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 9225 members 
Mstep: Class 21 contains 12451 members 
Mstep: Class 23 contains 35926 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 20 clusters Score -5.401384e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 63055 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 726 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 10304 members 
Mstep: Class 6 contains 78191 members 
Mstep: Class 7 contains 986 members 
Mstep: Class 8 contains 5048 members 
Mstep: Class 9 contains 376 members 
Mstep: Class 10 contains 24704 members 
Mstep: Class 12 contains 8676 members 
Mstep: Class 14 contains 61283 members 
Mstep: Class 15 contains 108749 members 
Mstep: Class 16 contains 578 members 
Mstep: Class 17 contains 219 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 9238 members 
Mstep: Class 21 contains 12459 members 
Mstep: Class 23 contains 35920 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 20 clusters Score -5.401388e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 724 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 10281 members 
Mstep: Class 6 contains 78172 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 5054 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 24756 members 
Mstep: Class 12 contains 8688 members 
Mstep: Class 14 contains 61260 members 
Mstep: Class 15 contains 108758 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 9256 members 
Mstep: Class 21 contains 12473 members 
Mstep: Class 23 contains 35919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013868.000000 Penalty: 39992.996094
Iteration 104Q: 20 clusters Score -5.401387e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 10244 members 
Mstep: Class 6 contains 78155 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 5049 members 
Mstep: Class 9 contains 386 members 
Mstep: Class 10 contains 24804 members 
Mstep: Class 12 contains 8697 members 
Mstep: Class 14 contains 61239 members 
Mstep: Class 15 contains 108788 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 9271 members 
Mstep: Class 21 contains 12491 members 
Mstep: Class 23 contains 35915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013940.000000 Penalty: 39992.996094
Iteration 105Q: 20 clusters Score -5.401394e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 62932 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 10209 members 
Mstep: Class 6 contains 78139 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 5050 members 
Mstep: Class 9 contains 387 members 
Mstep: Class 10 contains 24839 members 
Mstep: Class 12 contains 8710 members 
Mstep: Class 14 contains 61237 members 
Mstep: Class 15 contains 108808 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 221 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 21 contains 12510 members 
Mstep: Class 23 contains 35906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013896.000000 Penalty: 39992.996094
Iteration 106Q: 20 clusters Score -5.40139e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 62908 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 10185 members 
Mstep: Class 6 contains 78113 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 5054 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 24877 members 
Mstep: Class 12 contains 8730 members 
Mstep: Class 14 contains 61218 members 
Mstep: Class 15 contains 108823 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 9299 members 
Mstep: Class 21 contains 12517 members 
Mstep: Class 23 contains 35901 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 107Q: 20 clusters Score -5.401406e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 10158 members 
Mstep: Class 6 contains 78097 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 5051 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 24915 members 
Mstep: Class 12 contains 8744 members 
Mstep: Class 14 contains 61212 members 
Mstep: Class 15 contains 108804 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 9311 members 
Mstep: Class 21 contains 12541 members 
Mstep: Class 23 contains 35905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54013964.000000 Penalty: 39992.996094
Iteration 108Q: 20 clusters Score -5.401396e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 62862 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 10125 members 
Mstep: Class 6 contains 78077 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 5056 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 24958 members 
Mstep: Class 12 contains 8752 members 
Mstep: Class 14 contains 61202 members 
Mstep: Class 15 contains 108798 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 9327 members 
Mstep: Class 21 contains 12561 members 
Mstep: Class 23 contains 35907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014068.000000 Penalty: 39992.996094
Iteration 109Q: 20 clusters Score -5.401407e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 62842 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 78063 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 24991 members 
Mstep: Class 12 contains 8762 members 
Mstep: Class 14 contains 61181 members 
Mstep: Class 15 contains 108805 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 9339 members 
Mstep: Class 21 contains 12580 members 
Mstep: Class 23 contains 35903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014012.000000 Penalty: 39992.996094
Iteration 110Q: 20 clusters Score -5.401401e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 78037 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 5060 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25012 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 14 contains 61179 members 
Mstep: Class 15 contains 108826 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 9352 members 
Mstep: Class 21 contains 12589 members 
Mstep: Class 23 contains 35901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014060.000000 Penalty: 39992.996094
Iteration 111Q: 20 clusters Score -5.401406e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 62778 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 10066 members 
Mstep: Class 6 contains 78020 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 5058 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25034 members 
Mstep: Class 12 contains 8787 members 
Mstep: Class 14 contains 61167 members 
Mstep: Class 15 contains 108855 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 609 members 
Mstep: Class 19 contains 9365 members 
Mstep: Class 21 contains 12599 members 
Mstep: Class 23 contains 35894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014036.000000 Penalty: 39992.996094
Iteration 112Q: 20 clusters Score -5.401404e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 62756 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 10055 members 
Mstep: Class 6 contains 78009 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 5054 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25048 members 
Mstep: Class 12 contains 8798 members 
Mstep: Class 14 contains 61155 members 
Mstep: Class 15 contains 108851 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 9383 members 
Mstep: Class 21 contains 12615 members 
Mstep: Class 23 contains 35897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014008.000000 Penalty: 39992.996094
Iteration 113Q: 20 clusters Score -5.401401e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 62727 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 10045 members 
Mstep: Class 6 contains 78000 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 5049 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25053 members 
Mstep: Class 12 contains 8814 members 
Mstep: Class 14 contains 61167 members 
Mstep: Class 15 contains 108854 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 609 members 
Mstep: Class 19 contains 9395 members 
Mstep: Class 21 contains 12619 members 
Mstep: Class 23 contains 35899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014060.000000 Penalty: 39992.996094
Iteration 114Q: 20 clusters Score -5.401406e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 62705 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 10026 members 
Mstep: Class 6 contains 77987 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5043 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25066 members 
Mstep: Class 12 contains 8836 members 
Mstep: Class 14 contains 61164 members 
Mstep: Class 15 contains 108876 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 9402 members 
Mstep: Class 21 contains 12620 members 
Mstep: Class 23 contains 35897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014100.000000 Penalty: 39992.996094
Iteration 115Q: 20 clusters Score -5.40141e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 10017 members 
Mstep: Class 6 contains 77968 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5034 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25076 members 
Mstep: Class 12 contains 8850 members 
Mstep: Class 14 contains 61167 members 
Mstep: Class 15 contains 108889 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 9406 members 
Mstep: Class 21 contains 12625 members 
Mstep: Class 23 contains 35891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014128.000000 Penalty: 39992.996094
Iteration 116Q: 20 clusters Score -5.401413e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 62695 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 10000 members 
Mstep: Class 6 contains 77955 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5035 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25082 members 
Mstep: Class 12 contains 8862 members 
Mstep: Class 14 contains 61156 members 
Mstep: Class 15 contains 108904 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 613 members 
Mstep: Class 19 contains 9407 members 
Mstep: Class 21 contains 12627 members 
Mstep: Class 23 contains 35894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014052.000000 Penalty: 39992.996094
Iteration 117Q: 20 clusters Score -5.401405e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 62693 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9983 members 
Mstep: Class 6 contains 77955 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5036 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25090 members 
Mstep: Class 12 contains 8871 members 
Mstep: Class 14 contains 61136 members 
Mstep: Class 15 contains 108923 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 9409 members 
Mstep: Class 21 contains 12631 members 
Mstep: Class 23 contains 35887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014024.000000 Penalty: 39992.996094
Iteration 118Q: 20 clusters Score -5.401402e+07 nChanged 185
Entering ConstructFrom: 
Score: -54014024.000000 Penalty: 39992.996094
Entering ConstructFrom: 
Trying to split cluster 1 (62694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62694 members 
Entering Unmasked Estep 
Score: -8146970.500000 Penalty: 1794.978516
	Iteration 0F: 2 clusters Score -8146970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -8105621.000000 Penalty: 3589.957031
	Iteration 0F: 3 clusters Score -8105621 nChanged 29693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -8122691.500000 Penalty: 3589.957031
	Iteration 1F: 3 clusters Score -8122692 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -8123215.000000 Penalty: 3589.957031
	Iteration 2Q: 3 clusters Score -8123215 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -8123798.500000 Penalty: 3589.957031
	Iteration 3Q: 3 clusters Score -8123798 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -8124560.000000 Penalty: 3589.957031
	Iteration 4Q: 3 clusters Score -8124560 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -8125757.500000 Penalty: 3589.957031
	Iteration 5Q: 3 clusters Score -8125758 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -8127394.000000 Penalty: 3589.957031
	Iteration 6F: 3 clusters Score -8127394 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -8129880.000000 Penalty: 3589.957031
	Iteration 7F: 3 clusters Score -8129880 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -8133241.500000 Penalty: 3589.957031
	Iteration 8F: 3 clusters Score -8133242 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -8136652.500000 Penalty: 3589.957031
	Iteration 9F: 3 clusters Score -8136652 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -8139196.500000 Penalty: 3589.957031
	Iteration 10Q: 3 clusters Score -8139196 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -8140850.000000 Penalty: 3589.957031
	Iteration 11Q: 3 clusters Score -8140850 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56195 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -8141926.000000 Penalty: 3589.957031
	Iteration 12Q: 3 clusters Score -8141926 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -8142691.000000 Penalty: 3589.957031
	Iteration 13Q: 3 clusters Score -8142691 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58196 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -8143260.500000 Penalty: 3589.957031
	Iteration 14Q: 3 clusters Score -8143260 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -8143704.000000 Penalty: 3589.957031
	Iteration 15Q: 3 clusters Score -8143704 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59582 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -8144100.500000 Penalty: 3589.957031
	Iteration 16Q: 3 clusters Score -8144100 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -8144457.500000 Penalty: 3589.957031
	Iteration 17Q: 3 clusters Score -8144458 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60527 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -8144741.000000 Penalty: 3589.957031
	Iteration 18Q: 3 clusters Score -8144741 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -8144935.500000 Penalty: 3589.957031
	Iteration 19Q: 3 clusters Score -8144936 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61101 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -8145097.500000 Penalty: 3589.957031
	Iteration 20F: 3 clusters Score -8145098 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61281 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8145179.500000 Penalty: 3589.957031
	Iteration 21Q: 3 clusters Score -8145180 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61419 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8145258.500000 Penalty: 3589.957031
	Iteration 22Q: 3 clusters Score -8145258 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61533 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8145325.500000 Penalty: 3589.957031
	Iteration 23Q: 3 clusters Score -8145326 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8145382.500000 Penalty: 3589.957031
	Iteration 24Q: 3 clusters Score -8145382 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61700 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8145419.000000 Penalty: 3589.957031
	Iteration 25Q: 3 clusters Score -8145419 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8145448.000000 Penalty: 3589.957031
	Iteration 26Q: 3 clusters Score -8145448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61795 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8145484.000000 Penalty: 3589.957031
	Iteration 27Q: 3 clusters Score -8145484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61828 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8145503.500000 Penalty: 3589.957031
	Iteration 28Q: 3 clusters Score -8145504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8145522.500000 Penalty: 3589.957031
	Iteration 29Q: 3 clusters Score -8145522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61878 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8145530.000000 Penalty: 3589.957031
	Iteration 30Q: 3 clusters Score -8145530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61904 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8145545.000000 Penalty: 3589.957031
	Iteration 31Q: 3 clusters Score -8145545 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61928 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8145564.500000 Penalty: 3589.957031
	Iteration 32Q: 3 clusters Score -8145564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8145580.500000 Penalty: 3589.957031
	Iteration 33Q: 3 clusters Score -8145580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61967 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8145592.000000 Penalty: 3589.957031
	Iteration 34Q: 3 clusters Score -8145592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61985 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8145606.500000 Penalty: 3589.957031
	Iteration 35Q: 3 clusters Score -8145606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61994 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8145603.000000 Penalty: 3589.957031
	Iteration 36Q: 3 clusters Score -8145603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62000 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8145614.000000 Penalty: 3589.957031
	Iteration 37Q: 3 clusters Score -8145614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62008 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8145615.000000 Penalty: 3589.957031
	Iteration 38Q: 3 clusters Score -8145615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62012 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8145622.500000 Penalty: 3589.957031
	Iteration 39Q: 3 clusters Score -8145622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62015 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8145623.500000 Penalty: 3589.957031
	Iteration 40F: 3 clusters Score -8145624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62014 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8145619.500000 Penalty: 3589.957031
	Iteration 41Q: 3 clusters Score -8145620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62014 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8145619.500000 Penalty: 3589.957031
	Iteration 42F: 3 clusters Score -8145620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -51409.683594 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -51409.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -50473.335938 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -50473.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50537.667969 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -50537.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50566.277344 Penalty: 1876.729248
	Iteration 2Q: 3 clusters Score -50566.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -50591.175781 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -50591.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50602.183594 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -50602.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -50609.226562 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -50609.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50615.894531 Penalty: 1876.729248
	Iteration 6Q: 3 clusters Score -50615.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50615.894531 Penalty: 1876.729248
	Iteration 7F: 3 clusters Score -50615.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -68037.828125 Penalty: 1068.902466
	Iteration 0F: 2 clusters Score -68037.83 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 346 members 
Entering Unmasked Estep 
Score: -66889.046875 Penalty: 2137.804932
	Iteration 0F: 3 clusters Score -66889.05 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67225.414062 Penalty: 2137.804932
	Iteration 1F: 3 clusters Score -67225.41 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -67484.937500 Penalty: 2137.804932
	Iteration 2F: 3 clusters Score -67484.94 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -67759.046875 Penalty: 2137.804932
	Iteration 3F: 3 clusters Score -67759.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -67918.687500 Penalty: 2137.804932
	Iteration 4F: 3 clusters Score -67918.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -68008.484375 Penalty: 2137.804932
	Iteration 5Q: 3 clusters Score -68008.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -68049.921875 Penalty: 2137.804932
	Iteration 6Q: 3 clusters Score -68049.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -68064.929688 Penalty: 2137.804932
	Iteration 7Q: 3 clusters Score -68064.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -68066.335938 Penalty: 2137.804932
	Iteration 8Q: 3 clusters Score -68066.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -68066.335938 Penalty: 2137.804932
	Iteration 9F: 3 clusters Score -68066.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 62694 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 291 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9970 members 
Mstep: Class 6 contains 77950 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5036 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25103 members 
Mstep: Class 11 contains 428 members 
Mstep: Class 12 contains 8885 members 
Mstep: Class 14 contains 61119 members 
Mstep: Class 15 contains 108923 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 617 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 21 contains 12639 members 
Mstep: Class 23 contains 35882 members 
Entering Unmasked Estep 
Score: -54013008.000000 Penalty: 42097.890625
Splitting cluster 3 changes total score from -54014024.000000 to -54013008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -75791.304688 Penalty: 1060.555420
	Iteration 0F: 2 clusters Score -75791.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -74587.570312 Penalty: 2121.110840
	Iteration 0F: 3 clusters Score -74587.57 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74825.562500 Penalty: 2121.110840
	Iteration 1F: 3 clusters Score -74825.56 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75052.117188 Penalty: 2121.110840
	Iteration 2F: 3 clusters Score -75052.12 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -75248.210938 Penalty: 2121.110840
	Iteration 3F: 3 clusters Score -75248.21 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -75410.789062 Penalty: 2121.110840
	Iteration 4F: 3 clusters Score -75410.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75578.531250 Penalty: 2121.110840
	Iteration 5F: 3 clusters Score -75578.53 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -75748.710938 Penalty: 2121.110840
	Iteration 6F: 3 clusters Score -75748.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -75829.773438 Penalty: 2121.110840
	Iteration 7Q: 3 clusters Score -75829.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -75860.359375 Penalty: 2121.110840
	Iteration 8Q: 3 clusters Score -75860.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -75893.476562 Penalty: 2121.110840
	Iteration 9Q: 3 clusters Score -75893.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -75916.218750 Penalty: 2121.110840
	Iteration 10Q: 3 clusters Score -75916.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75937.539062 Penalty: 2121.110840
	Iteration 11Q: 3 clusters Score -75937.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -75942.609375 Penalty: 2121.110840
	Iteration 12Q: 3 clusters Score -75942.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75944.640625 Penalty: 2121.110840
	Iteration 13Q: 3 clusters Score -75944.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -75945.640625 Penalty: 2121.110840
	Iteration 14Q: 3 clusters Score -75945.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -75945.640625 Penalty: 2121.110840
	Iteration 15F: 3 clusters Score -75945.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 62694 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 310 members 
Mstep: Class 5 contains 9970 members 
Mstep: Class 6 contains 77950 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5036 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25103 members 
Mstep: Class 11 contains 373 members 
Mstep: Class 12 contains 8885 members 
Mstep: Class 14 contains 61119 members 
Mstep: Class 15 contains 108923 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 617 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 21 contains 12639 members 
Mstep: Class 23 contains 35882 members 
Entering Unmasked Estep 
Score: -54013152.000000 Penalty: 42097.890625
Splitting cluster 4 changes total score from -54014024.000000 to -54013152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (9970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Entering Unmasked Estep 
Score: -1287974.625000 Penalty: 1496.192017
	Iteration 0F: 2 clusters Score -1287975 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 4969 members 
Entering Unmasked Estep 
Score: -1280773.375000 Penalty: 2992.384033
	Iteration 0F: 3 clusters Score -1280773 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1283091.875000 Penalty: 2992.384033
	Iteration 1F: 3 clusters Score -1283092 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1283342.375000 Penalty: 2992.384033
	Iteration 2F: 3 clusters Score -1283342 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1283540.875000 Penalty: 2992.384033
	Iteration 3Q: 3 clusters Score -1283541 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1283711.750000 Penalty: 2992.384033
	Iteration 4Q: 3 clusters Score -1283712 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1283881.875000 Penalty: 2992.384033
	Iteration 5Q: 3 clusters Score -1283882 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1284042.250000 Penalty: 2992.384033
	Iteration 6Q: 3 clusters Score -1284042 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1284231.250000 Penalty: 2992.384033
	Iteration 7Q: 3 clusters Score -1284231 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1284422.875000 Penalty: 2992.384033
	Iteration 8Q: 3 clusters Score -1284423 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1284625.500000 Penalty: 2992.384033
	Iteration 9Q: 3 clusters Score -1284626 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1284865.375000 Penalty: 2992.384033
	Iteration 10Q: 3 clusters Score -1284865 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1285100.125000 Penalty: 2992.384033
	Iteration 11Q: 3 clusters Score -1285100 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1285330.625000 Penalty: 2992.384033
	Iteration 12Q: 3 clusters Score -1285331 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1285521.625000 Penalty: 2992.384033
	Iteration 13Q: 3 clusters Score -1285522 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1285695.375000 Penalty: 2992.384033
	Iteration 14Q: 3 clusters Score -1285695 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1285842.375000 Penalty: 2992.384033
	Iteration 15Q: 3 clusters Score -1285842 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1285984.875000 Penalty: 2992.384033
	Iteration 16Q: 3 clusters Score -1285985 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1286120.000000 Penalty: 2992.384033
	Iteration 17Q: 3 clusters Score -1286120 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1286210.125000 Penalty: 2992.384033
	Iteration 18Q: 3 clusters Score -1286210 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1286290.625000 Penalty: 2992.384033
	Iteration 19Q: 3 clusters Score -1286291 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1286351.625000 Penalty: 2992.384033
	Iteration 20F: 3 clusters Score -1286352 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1286388.125000 Penalty: 2992.384033
	Iteration 21Q: 3 clusters Score -1286388 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1286418.500000 Penalty: 2992.384033
	Iteration 22Q: 3 clusters Score -1286418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1286440.625000 Penalty: 2992.384033
	Iteration 23Q: 3 clusters Score -1286441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1286456.625000 Penalty: 2992.384033
	Iteration 24Q: 3 clusters Score -1286457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1286474.000000 Penalty: 2992.384033
	Iteration 25Q: 3 clusters Score -1286474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1286494.875000 Penalty: 2992.384033
	Iteration 26Q: 3 clusters Score -1286495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1286511.875000 Penalty: 2992.384033
	Iteration 27Q: 3 clusters Score -1286512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1286529.750000 Penalty: 2992.384033
	Iteration 28Q: 3 clusters Score -1286530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1286538.875000 Penalty: 2992.384033
	Iteration 29Q: 3 clusters Score -1286539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1286548.000000 Penalty: 2992.384033
	Iteration 30Q: 3 clusters Score -1286548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1286564.375000 Penalty: 2992.384033
	Iteration 31Q: 3 clusters Score -1286564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1286576.875000 Penalty: 2992.384033
	Iteration 32Q: 3 clusters Score -1286577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1286590.000000 Penalty: 2992.384033
	Iteration 33Q: 3 clusters Score -1286590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1286603.125000 Penalty: 2992.384033
	Iteration 34Q: 3 clusters Score -1286603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1286615.125000 Penalty: 2992.384033
	Iteration 35Q: 3 clusters Score -1286615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1286623.000000 Penalty: 2992.384033
	Iteration 36Q: 3 clusters Score -1286623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1286635.375000 Penalty: 2992.384033
	Iteration 37Q: 3 clusters Score -1286635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1286641.750000 Penalty: 2992.384033
	Iteration 38Q: 3 clusters Score -1286642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1286648.375000 Penalty: 2992.384033
	Iteration 39Q: 3 clusters Score -1286648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1286657.875000 Penalty: 2992.384033
	Iteration 40F: 3 clusters Score -1286658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1286661.875000 Penalty: 2992.384033
	Iteration 41Q: 3 clusters Score -1286662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1286670.000000 Penalty: 2992.384033
	Iteration 42Q: 3 clusters Score -1286670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1286677.625000 Penalty: 2992.384033
	Iteration 43Q: 3 clusters Score -1286678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1286681.750000 Penalty: 2992.384033
	Iteration 44Q: 3 clusters Score -1286682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1286688.125000 Penalty: 2992.384033
	Iteration 45Q: 3 clusters Score -1286688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1286689.875000 Penalty: 2992.384033
	Iteration 46Q: 3 clusters Score -1286690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1286689.875000 Penalty: 2992.384033
	Iteration 47F: 3 clusters Score -1286690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (77950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77950 members 
Entering Unmasked Estep 
Score: -10202438.000000 Penalty: 1830.371216
	Iteration 0F: 2 clusters Score -1.020244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -10156516.000000 Penalty: 3660.742432
	Iteration 0F: 3 clusters Score -1.015652e+07 nChanged 36899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -10177485.000000 Penalty: 3660.742432
	Iteration 1F: 3 clusters Score -1.017748e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -10178233.000000 Penalty: 3660.742432
	Iteration 2Q: 3 clusters Score -1.017823e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -10179304.000000 Penalty: 3660.742432
	Iteration 3Q: 3 clusters Score -1.01793e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -10181242.000000 Penalty: 3660.742432
	Iteration 4F: 3 clusters Score -1.018124e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -10184338.000000 Penalty: 3660.742432
	Iteration 5F: 3 clusters Score -1.018434e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -10188343.000000 Penalty: 3660.742432
	Iteration 6F: 3 clusters Score -1.018834e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 64253 members 
Entering Unmasked Estep 
Score: -10192145.000000 Penalty: 3660.742432
	Iteration 7F: 3 clusters Score -1.019214e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 68186 members 
Entering Unmasked Estep 
Score: -10195002.000000 Penalty: 3660.742432
	Iteration 8F: 3 clusters Score -1.0195e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 70518 members 
Entering Unmasked Estep 
Score: -10196808.000000 Penalty: 3660.742432
	Iteration 9Q: 3 clusters Score -1.019681e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 71819 members 
Entering Unmasked Estep 
Score: -10197779.000000 Penalty: 3660.742432
	Iteration 10Q: 3 clusters Score -1.019778e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 72608 members 
Entering Unmasked Estep 
Score: -10198322.000000 Penalty: 3660.742432
	Iteration 11Q: 3 clusters Score -1.019832e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 73170 members 
Entering Unmasked Estep 
Score: -10198629.000000 Penalty: 3660.742432
	Iteration 12Q: 3 clusters Score -1.019863e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 73630 members 
Entering Unmasked Estep 
Score: -10198878.000000 Penalty: 3660.742432
	Iteration 13Q: 3 clusters Score -1.019888e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -10199047.000000 Penalty: 3660.742432
	Iteration 14Q: 3 clusters Score -1.019905e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 74292 members 
Entering Unmasked Estep 
Score: -10199187.000000 Penalty: 3660.742432
	Iteration 15Q: 3 clusters Score -1.019919e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 74570 members 
Entering Unmasked Estep 
Score: -10199344.000000 Penalty: 3660.742432
	Iteration 16Q: 3 clusters Score -1.019934e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 74816 members 
Entering Unmasked Estep 
Score: -10199540.000000 Penalty: 3660.742432
	Iteration 17Q: 3 clusters Score -1.019954e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 75007 members 
Entering Unmasked Estep 
Score: -10199704.000000 Penalty: 3660.742432
	Iteration 18Q: 3 clusters Score -1.01997e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 75194 members 
Entering Unmasked Estep 
Score: -10199831.000000 Penalty: 3660.742432
	Iteration 19Q: 3 clusters Score -1.019983e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 75344 members 
Entering Unmasked Estep 
Score: -10199943.000000 Penalty: 3660.742432
	Iteration 20F: 3 clusters Score -1.019994e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 75468 members 
Entering Unmasked Estep 
Score: -10200029.000000 Penalty: 3660.742432
	Iteration 21Q: 3 clusters Score -1.020003e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 75564 members 
Entering Unmasked Estep 
Score: -10200070.000000 Penalty: 3660.742432
	Iteration 22Q: 3 clusters Score -1.020007e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 75656 members 
Entering Unmasked Estep 
Score: -10200104.000000 Penalty: 3660.742432
	Iteration 23Q: 3 clusters Score -1.02001e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 75728 members 
Entering Unmasked Estep 
Score: -10200145.000000 Penalty: 3660.742432
	Iteration 24Q: 3 clusters Score -1.020014e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 75779 members 
Entering Unmasked Estep 
Score: -10200205.000000 Penalty: 3660.742432
	Iteration 25Q: 3 clusters Score -1.02002e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 75835 members 
Entering Unmasked Estep 
Score: -10200251.000000 Penalty: 3660.742432
	Iteration 26Q: 3 clusters Score -1.020025e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 75886 members 
Entering Unmasked Estep 
Score: -10200283.000000 Penalty: 3660.742432
	Iteration 27Q: 3 clusters Score -1.020028e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 75939 members 
Entering Unmasked Estep 
Score: -10200333.000000 Penalty: 3660.742432
	Iteration 28Q: 3 clusters Score -1.020033e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 75976 members 
Entering Unmasked Estep 
Score: -10200360.000000 Penalty: 3660.742432
	Iteration 29Q: 3 clusters Score -1.020036e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 76005 members 
Entering Unmasked Estep 
Score: -10200395.000000 Penalty: 3660.742432
	Iteration 30Q: 3 clusters Score -1.02004e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 76024 members 
Entering Unmasked Estep 
Score: -10200411.000000 Penalty: 3660.742432
	Iteration 31Q: 3 clusters Score -1.020041e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 76047 members 
Entering Unmasked Estep 
Score: -10200419.000000 Penalty: 3660.742432
	Iteration 32Q: 3 clusters Score -1.020042e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -10200435.000000 Penalty: 3660.742432
	Iteration 33Q: 3 clusters Score -1.020044e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 76082 members 
Entering Unmasked Estep 
Score: -10200431.000000 Penalty: 3660.742432
	Iteration 34Q: 3 clusters Score -1.020043e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 76100 members 
Entering Unmasked Estep 
Score: -10200437.000000 Penalty: 3660.742432
	Iteration 35Q: 3 clusters Score -1.020044e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 76120 members 
Entering Unmasked Estep 
Score: -10200459.000000 Penalty: 3660.742432
	Iteration 36Q: 3 clusters Score -1.020046e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 76135 members 
Entering Unmasked Estep 
Score: -10200471.000000 Penalty: 3660.742432
	Iteration 37Q: 3 clusters Score -1.020047e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 76150 members 
Entering Unmasked Estep 
Score: -10200486.000000 Penalty: 3660.742432
	Iteration 38Q: 3 clusters Score -1.020049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 76162 members 
Entering Unmasked Estep 
Score: -10200494.000000 Penalty: 3660.742432
	Iteration 39Q: 3 clusters Score -1.020049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 76168 members 
Entering Unmasked Estep 
Score: -10200495.000000 Penalty: 3660.742432
	Iteration 40F: 3 clusters Score -1.02005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 76172 members 
Entering Unmasked Estep 
Score: -10200502.000000 Penalty: 3660.742432
	Iteration 41Q: 3 clusters Score -1.02005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 76175 members 
Entering Unmasked Estep 
Score: -10200500.000000 Penalty: 3660.742432
	Iteration 42Q: 3 clusters Score -1.02005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 76182 members 
Entering Unmasked Estep 
Score: -10200511.000000 Penalty: 3660.742432
	Iteration 43Q: 3 clusters Score -1.020051e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 76188 members 
Entering Unmasked Estep 
Score: -10200510.000000 Penalty: 3660.742432
	Iteration 44Q: 3 clusters Score -1.020051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 76197 members 
Entering Unmasked Estep 
Score: -10200524.000000 Penalty: 3660.742432
	Iteration 45Q: 3 clusters Score -1.020052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 76203 members 
Entering Unmasked Estep 
Score: -10200537.000000 Penalty: 3660.742432
	Iteration 46Q: 3 clusters Score -1.020054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 76208 members 
Entering Unmasked Estep 
Score: -10200541.000000 Penalty: 3660.742432
	Iteration 47Q: 3 clusters Score -1.020054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 76212 members 
Entering Unmasked Estep 
Score: -10200537.000000 Penalty: 3660.742432
	Iteration 48Q: 3 clusters Score -1.020054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 76217 members 
Entering Unmasked Estep 
Score: -10200541.000000 Penalty: 3660.742432
	Iteration 49Q: 3 clusters Score -1.020054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 76222 members 
Entering Unmasked Estep 
Score: -10200542.000000 Penalty: 3660.742432
	Iteration 50Q: 3 clusters Score -1.020054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 76225 members 
Entering Unmasked Estep 
Score: -10200545.000000 Penalty: 3660.742432
	Iteration 51Q: 3 clusters Score -1.020054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 76228 members 
Entering Unmasked Estep 
Score: -10200559.000000 Penalty: 3660.742432
	Iteration 52Q: 3 clusters Score -1.020056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 76233 members 
Entering Unmasked Estep 
Score: -10200560.000000 Penalty: 3660.742432
	Iteration 53Q: 3 clusters Score -1.020056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 76237 members 
Entering Unmasked Estep 
Score: -10200560.000000 Penalty: 3660.742432
	Iteration 54Q: 3 clusters Score -1.020056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 76238 members 
Entering Unmasked Estep 
Score: -10200555.000000 Penalty: 3660.742432
	Iteration 55Q: 3 clusters Score -1.020056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 76241 members 
Entering Unmasked Estep 
Score: -10200571.000000 Penalty: 3660.742432
	Iteration 56Q: 3 clusters Score -1.020057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 76242 members 
Entering Unmasked Estep 
Score: -10200567.000000 Penalty: 3660.742432
	Iteration 57Q: 3 clusters Score -1.020057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 76244 members 
Entering Unmasked Estep 
Score: -10200563.000000 Penalty: 3660.742432
	Iteration 58Q: 3 clusters Score -1.020056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 76246 members 
Entering Unmasked Estep 
Score: -10200567.000000 Penalty: 3660.742432
	Iteration 59Q: 3 clusters Score -1.020057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 76246 members 
Entering Unmasked Estep 
Score: -10200567.000000 Penalty: 3660.742432
	Iteration 60F: 3 clusters Score -1.020057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -123617.718750 Penalty: 1120.712769
	Iteration 0F: 2 clusters Score -123617.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -122199.453125 Penalty: 2241.425537
	Iteration 0F: 3 clusters Score -122199.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -122451.023438 Penalty: 2241.425537
	Iteration 1F: 3 clusters Score -122451 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -122537.671875 Penalty: 2241.425537
	Iteration 2F: 3 clusters Score -122537.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -122595.890625 Penalty: 2241.425537
	Iteration 3Q: 3 clusters Score -122595.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -122643.578125 Penalty: 2241.425537
	Iteration 4Q: 3 clusters Score -122643.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -122670.039062 Penalty: 2241.425537
	Iteration 5Q: 3 clusters Score -122670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -122686.476562 Penalty: 2241.425537
	Iteration 6Q: 3 clusters Score -122686.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -122692.765625 Penalty: 2241.425537
	Iteration 7Q: 3 clusters Score -122692.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -122701.398438 Penalty: 2241.425537
	Iteration 8Q: 3 clusters Score -122701.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -122713.593750 Penalty: 2241.425537
	Iteration 9Q: 3 clusters Score -122713.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -122731.109375 Penalty: 2241.425537
	Iteration 10Q: 3 clusters Score -122731.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -122739.656250 Penalty: 2241.425537
	Iteration 11Q: 3 clusters Score -122739.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -122746.687500 Penalty: 2241.425537
	Iteration 12Q: 3 clusters Score -122746.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -122751.289062 Penalty: 2241.425537
	Iteration 13Q: 3 clusters Score -122751.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -122759.289062 Penalty: 2241.425537
	Iteration 14Q: 3 clusters Score -122759.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -122767.718750 Penalty: 2241.425537
	Iteration 15Q: 3 clusters Score -122767.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -122773.492188 Penalty: 2241.425537
	Iteration 16Q: 3 clusters Score -122773.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -122775.679688 Penalty: 2241.425537
	Iteration 17Q: 3 clusters Score -122775.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -122776.117188 Penalty: 2241.425537
	Iteration 18Q: 3 clusters Score -122776.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -122779.054688 Penalty: 2241.425537
	Iteration 19Q: 3 clusters Score -122779.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -122780.968750 Penalty: 2241.425537
	Iteration 20F: 3 clusters Score -122781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -122785.679688 Penalty: 2241.425537
	Iteration 21Q: 3 clusters Score -122785.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -122788.703125 Penalty: 2241.425537
	Iteration 22Q: 3 clusters Score -122788.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -122793.453125 Penalty: 2241.425537
	Iteration 23Q: 3 clusters Score -122793.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -122803.765625 Penalty: 2241.425537
	Iteration 24Q: 3 clusters Score -122803.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -122817.078125 Penalty: 2241.425537
	Iteration 25Q: 3 clusters Score -122817.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -122825.867188 Penalty: 2241.425537
	Iteration 26Q: 3 clusters Score -122825.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -122829.515625 Penalty: 2241.425537
	Iteration 27Q: 3 clusters Score -122829.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -122829.515625 Penalty: 2241.425537
	Iteration 28F: 3 clusters Score -122829.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Entering Unmasked Estep 
Score: -653605.187500 Penalty: 1385.209717
	Iteration 0F: 2 clusters Score -653605.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -649551.937500 Penalty: 2770.419434
	Iteration 0F: 3 clusters Score -649551.9 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -650660.250000 Penalty: 2770.419434
	Iteration 1F: 3 clusters Score -650660.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -650840.437500 Penalty: 2770.419434
	Iteration 2F: 3 clusters Score -650840.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -650949.375000 Penalty: 2770.419434
	Iteration 3F: 3 clusters Score -650949.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -651031.000000 Penalty: 2770.419434
	Iteration 4Q: 3 clusters Score -651031 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -651088.875000 Penalty: 2770.419434
	Iteration 5Q: 3 clusters Score -651088.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -651132.062500 Penalty: 2770.419434
	Iteration 6Q: 3 clusters Score -651132.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -651169.937500 Penalty: 2770.419434
	Iteration 7Q: 3 clusters Score -651169.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -651205.062500 Penalty: 2770.419434
	Iteration 8Q: 3 clusters Score -651205.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -651244.625000 Penalty: 2770.419434
	Iteration 9Q: 3 clusters Score -651244.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -651272.062500 Penalty: 2770.419434
	Iteration 10Q: 3 clusters Score -651272.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -651294.625000 Penalty: 2770.419434
	Iteration 11Q: 3 clusters Score -651294.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -651315.375000 Penalty: 2770.419434
	Iteration 12Q: 3 clusters Score -651315.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -651343.375000 Penalty: 2770.419434
	Iteration 13Q: 3 clusters Score -651343.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -651369.250000 Penalty: 2770.419434
	Iteration 14Q: 3 clusters Score -651369.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -651401.687500 Penalty: 2770.419434
	Iteration 15Q: 3 clusters Score -651401.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -651431.250000 Penalty: 2770.419434
	Iteration 16Q: 3 clusters Score -651431.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -651468.937500 Penalty: 2770.419434
	Iteration 17Q: 3 clusters Score -651468.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -651520.500000 Penalty: 2770.419434
	Iteration 18Q: 3 clusters Score -651520.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -651586.000000 Penalty: 2770.419434
	Iteration 19Q: 3 clusters Score -651586 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -651646.437500 Penalty: 2770.419434
	Iteration 20F: 3 clusters Score -651646.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -651732.562500 Penalty: 2770.419434
	Iteration 21Q: 3 clusters Score -651732.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -651838.062500 Penalty: 2770.419434
	Iteration 22Q: 3 clusters Score -651838.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -651940.437500 Penalty: 2770.419434
	Iteration 23Q: 3 clusters Score -651940.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -652023.187500 Penalty: 2770.419434
	Iteration 24Q: 3 clusters Score -652023.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -652084.750000 Penalty: 2770.419434
	Iteration 25Q: 3 clusters Score -652084.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -652132.250000 Penalty: 2770.419434
	Iteration 26Q: 3 clusters Score -652132.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -652178.500000 Penalty: 2770.419434
	Iteration 27Q: 3 clusters Score -652178.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -652208.875000 Penalty: 2770.419434
	Iteration 28Q: 3 clusters Score -652208.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -652226.437500 Penalty: 2770.419434
	Iteration 29Q: 3 clusters Score -652226.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -652242.812500 Penalty: 2770.419434
	Iteration 30Q: 3 clusters Score -652242.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -652258.937500 Penalty: 2770.419434
	Iteration 31Q: 3 clusters Score -652258.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -652274.687500 Penalty: 2770.419434
	Iteration 32Q: 3 clusters Score -652274.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -652295.187500 Penalty: 2770.419434
	Iteration 33Q: 3 clusters Score -652295.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -652314.625000 Penalty: 2770.419434
	Iteration 34Q: 3 clusters Score -652314.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -652334.375000 Penalty: 2770.419434
	Iteration 35Q: 3 clusters Score -652334.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -652348.125000 Penalty: 2770.419434
	Iteration 36Q: 3 clusters Score -652348.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -652357.187500 Penalty: 2770.419434
	Iteration 37Q: 3 clusters Score -652357.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -652366.062500 Penalty: 2770.419434
	Iteration 38Q: 3 clusters Score -652366.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -652372.687500 Penalty: 2770.419434
	Iteration 39Q: 3 clusters Score -652372.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -652376.875000 Penalty: 2770.419434
	Iteration 40F: 3 clusters Score -652376.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -652382.812500 Penalty: 2770.419434
	Iteration 41Q: 3 clusters Score -652382.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -652386.000000 Penalty: 2770.419434
	Iteration 42Q: 3 clusters Score -652386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -652390.500000 Penalty: 2770.419434
	Iteration 43Q: 3 clusters Score -652390.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -652395.375000 Penalty: 2770.419434
	Iteration 44Q: 3 clusters Score -652395.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -652401.000000 Penalty: 2770.419434
	Iteration 45Q: 3 clusters Score -652401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -652402.625000 Penalty: 2770.419434
	Iteration 46Q: 3 clusters Score -652402.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -652403.375000 Penalty: 2770.419434
	Iteration 47Q: 3 clusters Score -652403.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -652403.375000 Penalty: 2770.419434
	Iteration 48F: 3 clusters Score -652403.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -27775.333984 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -27775.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26917.826172 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -26917.83 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27168.564453 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -27168.56 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27319.656250 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -27319.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27480.236328 Penalty: 1937.326660
	Iteration 3F: 3 clusters Score -27480.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27548.515625 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -27548.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27601.265625 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -27601.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27636.257812 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -27636.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27655.750000 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -27655.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27659.451172 Penalty: 1937.326660
	Iteration 8Q: 3 clusters Score -27659.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27662.671875 Penalty: 1937.326660
	Iteration 9Q: 3 clusters Score -27662.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27662.671875 Penalty: 1937.326660
	Iteration 10F: 3 clusters Score -27662.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Entering Unmasked Estep 
Score: -3287880.750000 Penalty: 1646.245728
	Iteration 0F: 2 clusters Score -3287881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -3270975.250000 Penalty: 3292.491455
	Iteration 0F: 3 clusters Score -3270975 nChanged 11448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -3277072.750000 Penalty: 3292.491455
	Iteration 1F: 3 clusters Score -3277073 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -3277416.000000 Penalty: 3292.491455
	Iteration 2Q: 3 clusters Score -3277416 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3277756.250000 Penalty: 3292.491455
	Iteration 3Q: 3 clusters Score -3277756 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3278113.500000 Penalty: 3292.491455
	Iteration 4Q: 3 clusters Score -3278114 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -3278511.500000 Penalty: 3292.491455
	Iteration 5Q: 3 clusters Score -3278512 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3279051.000000 Penalty: 3292.491455
	Iteration 6Q: 3 clusters Score -3279051 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3279706.000000 Penalty: 3292.491455
	Iteration 7F: 3 clusters Score -3279706 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -3280582.000000 Penalty: 3292.491455
	Iteration 8F: 3 clusters Score -3280582 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -3281712.750000 Penalty: 3292.491455
	Iteration 9F: 3 clusters Score -3281713 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -3282882.000000 Penalty: 3292.491455
	Iteration 10F: 3 clusters Score -3282882 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -3283868.500000 Penalty: 3292.491455
	Iteration 11F: 3 clusters Score -3283868 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -3284648.250000 Penalty: 3292.491455
	Iteration 12Q: 3 clusters Score -3284648 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3285160.500000 Penalty: 3292.491455
	Iteration 13Q: 3 clusters Score -3285160 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -3285507.250000 Penalty: 3292.491455
	Iteration 14Q: 3 clusters Score -3285507 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3285767.000000 Penalty: 3292.491455
	Iteration 15Q: 3 clusters Score -3285767 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -3285972.500000 Penalty: 3292.491455
	Iteration 16Q: 3 clusters Score -3285972 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -3286127.500000 Penalty: 3292.491455
	Iteration 17Q: 3 clusters Score -3286128 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -3286222.500000 Penalty: 3292.491455
	Iteration 18Q: 3 clusters Score -3286222 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -3286298.250000 Penalty: 3292.491455
	Iteration 19Q: 3 clusters Score -3286298 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3286378.000000 Penalty: 3292.491455
	Iteration 20F: 3 clusters Score -3286378 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -3286420.250000 Penalty: 3292.491455
	Iteration 21Q: 3 clusters Score -3286420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -3286440.750000 Penalty: 3292.491455
	Iteration 22Q: 3 clusters Score -3286441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -3286457.000000 Penalty: 3292.491455
	Iteration 23Q: 3 clusters Score -3286457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -3286469.250000 Penalty: 3292.491455
	Iteration 24Q: 3 clusters Score -3286469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -3286480.000000 Penalty: 3292.491455
	Iteration 25Q: 3 clusters Score -3286480 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -3286490.750000 Penalty: 3292.491455
	Iteration 26Q: 3 clusters Score -3286491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -3286497.750000 Penalty: 3292.491455
	Iteration 27Q: 3 clusters Score -3286498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -3286511.000000 Penalty: 3292.491455
	Iteration 28Q: 3 clusters Score -3286511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -3286516.000000 Penalty: 3292.491455
	Iteration 29Q: 3 clusters Score -3286516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3286518.250000 Penalty: 3292.491455
	Iteration 30Q: 3 clusters Score -3286518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -3286523.000000 Penalty: 3292.491455
	Iteration 31Q: 3 clusters Score -3286523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -3286521.250000 Penalty: 3292.491455
	Iteration 32Q: 3 clusters Score -3286521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -3286527.000000 Penalty: 3292.491455
	Iteration 33Q: 3 clusters Score -3286527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -3286527.250000 Penalty: 3292.491455
	Iteration 34Q: 3 clusters Score -3286527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -3286528.000000 Penalty: 3292.491455
	Iteration 35Q: 3 clusters Score -3286528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -3286529.000000 Penalty: 3292.491455
	Iteration 36Q: 3 clusters Score -3286529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -3286529.000000 Penalty: 3292.491455
	Iteration 37F: 3 clusters Score -3286529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Entering Unmasked Estep 
Score: -1109413.000000 Penalty: 1477.469482
	Iteration 0F: 2 clusters Score -1109413 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 4451 members 
Entering Unmasked Estep 
Score: -1102981.125000 Penalty: 2954.938965
	Iteration 0F: 3 clusters Score -1102981 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1105102.625000 Penalty: 2954.938965
	Iteration 1F: 3 clusters Score -1105103 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1105373.875000 Penalty: 2954.938965
	Iteration 2F: 3 clusters Score -1105374 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1105619.125000 Penalty: 2954.938965
	Iteration 3F: 3 clusters Score -1105619 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1105810.750000 Penalty: 2954.938965
	Iteration 4Q: 3 clusters Score -1105811 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1105983.625000 Penalty: 2954.938965
	Iteration 5Q: 3 clusters Score -1105984 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1106140.250000 Penalty: 2954.938965
	Iteration 6Q: 3 clusters Score -1106140 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1106276.250000 Penalty: 2954.938965
	Iteration 7Q: 3 clusters Score -1106276 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1106390.000000 Penalty: 2954.938965
	Iteration 8Q: 3 clusters Score -1106390 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1106492.750000 Penalty: 2954.938965
	Iteration 9Q: 3 clusters Score -1106493 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1106593.000000 Penalty: 2954.938965
	Iteration 10Q: 3 clusters Score -1106593 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1106696.375000 Penalty: 2954.938965
	Iteration 11Q: 3 clusters Score -1106696 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1106788.625000 Penalty: 2954.938965
	Iteration 12Q: 3 clusters Score -1106789 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1106876.375000 Penalty: 2954.938965
	Iteration 13Q: 3 clusters Score -1106876 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1106967.875000 Penalty: 2954.938965
	Iteration 14Q: 3 clusters Score -1106968 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1107092.750000 Penalty: 2954.938965
	Iteration 15Q: 3 clusters Score -1107093 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1107260.375000 Penalty: 2954.938965
	Iteration 16Q: 3 clusters Score -1107260 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1107464.625000 Penalty: 2954.938965
	Iteration 17Q: 3 clusters Score -1107465 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1107645.375000 Penalty: 2954.938965
	Iteration 18Q: 3 clusters Score -1107645 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1107787.375000 Penalty: 2954.938965
	Iteration 19Q: 3 clusters Score -1107787 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1107926.250000 Penalty: 2954.938965
	Iteration 20F: 3 clusters Score -1107926 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1108027.875000 Penalty: 2954.938965
	Iteration 21Q: 3 clusters Score -1108028 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1108075.000000 Penalty: 2954.938965
	Iteration 22Q: 3 clusters Score -1108075 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1108117.000000 Penalty: 2954.938965
	Iteration 23Q: 3 clusters Score -1108117 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1108163.875000 Penalty: 2954.938965
	Iteration 24Q: 3 clusters Score -1108164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1108202.375000 Penalty: 2954.938965
	Iteration 25Q: 3 clusters Score -1108202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1108216.500000 Penalty: 2954.938965
	Iteration 26Q: 3 clusters Score -1108216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1108232.375000 Penalty: 2954.938965
	Iteration 27Q: 3 clusters Score -1108232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1108250.125000 Penalty: 2954.938965
	Iteration 28Q: 3 clusters Score -1108250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1108255.125000 Penalty: 2954.938965
	Iteration 29Q: 3 clusters Score -1108255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1108260.750000 Penalty: 2954.938965
	Iteration 30Q: 3 clusters Score -1108261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1108264.500000 Penalty: 2954.938965
	Iteration 31Q: 3 clusters Score -1108264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1108263.750000 Penalty: 2954.938965
	Iteration 32Q: 3 clusters Score -1108264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1108268.250000 Penalty: 2954.938965
	Iteration 33Q: 3 clusters Score -1108268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1108269.250000 Penalty: 2954.938965
	Iteration 34Q: 3 clusters Score -1108269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1108272.000000 Penalty: 2954.938965
	Iteration 35Q: 3 clusters Score -1108272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1108278.000000 Penalty: 2954.938965
	Iteration 36Q: 3 clusters Score -1108278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1108282.375000 Penalty: 2954.938965
	Iteration 37Q: 3 clusters Score -1108282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1108282.375000 Penalty: 2954.938965
	Iteration 38Q: 3 clusters Score -1108282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1108284.000000 Penalty: 2954.938965
	Iteration 39Q: 3 clusters Score -1108284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1108284.375000 Penalty: 2954.938965
	Iteration 40F: 3 clusters Score -1108284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1108283.000000 Penalty: 2954.938965
	Iteration 41Q: 3 clusters Score -1108283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1108283.000000 Penalty: 2954.938965
	Iteration 42F: 3 clusters Score -1108283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (61119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Entering Unmasked Estep 
Score: -8076339.000000 Penalty: 1790.843994
	Iteration 0F: 2 clusters Score -8076339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -8042815.500000 Penalty: 3581.687988
	Iteration 0F: 3 clusters Score -8042816 nChanged 28821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -8059439.000000 Penalty: 3581.687988
	Iteration 1F: 3 clusters Score -8059439 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -8060089.500000 Penalty: 3581.687988
	Iteration 2Q: 3 clusters Score -8060090 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -8060997.500000 Penalty: 3581.687988
	Iteration 3Q: 3 clusters Score -8060998 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -8062373.500000 Penalty: 3581.687988
	Iteration 4Q: 3 clusters Score -8062374 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -8064416.500000 Penalty: 3581.687988
	Iteration 5F: 3 clusters Score -8064416 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -8066883.000000 Penalty: 3581.687988
	Iteration 6F: 3 clusters Score -8066883 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -8069489.000000 Penalty: 3581.687988
	Iteration 7F: 3 clusters Score -8069489 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -8071876.000000 Penalty: 3581.687988
	Iteration 8F: 3 clusters Score -8071876 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -8073511.500000 Penalty: 3581.687988
	Iteration 9Q: 3 clusters Score -8073512 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -8074458.000000 Penalty: 3581.687988
	Iteration 10Q: 3 clusters Score -8074458 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -8074838.000000 Penalty: 3581.687988
	Iteration 11Q: 3 clusters Score -8074838 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -8075057.500000 Penalty: 3581.687988
	Iteration 12Q: 3 clusters Score -8075058 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -8075179.000000 Penalty: 3581.687988
	Iteration 13Q: 3 clusters Score -8075179 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -8075294.000000 Penalty: 3581.687988
	Iteration 14Q: 3 clusters Score -8075294 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -8075391.500000 Penalty: 3581.687988
	Iteration 15Q: 3 clusters Score -8075392 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -8075424.500000 Penalty: 3581.687988
	Iteration 16Q: 3 clusters Score -8075424 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -8075557.000000 Penalty: 3581.687988
	Iteration 17Q: 3 clusters Score -8075557 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8075710 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8075822 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -8075879.000000 Penalty: 3581.687988
	Iteration 20F: 3 clusters Score -8075879 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8075992 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -8076070.500000 Penalty: 3581.687988
	Iteration 22Q: 3 clusters Score -8076070 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -8076186.000000 Penalty: 3581.687988
	Iteration 23Q: 3 clusters Score -8076186 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -8076264.000000 Penalty: 3581.687988
	Iteration 24Q: 3 clusters Score -8076264 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -8076331.500000 Penalty: 3581.687988
	Iteration 25Q: 3 clusters Score -8076332 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8076389 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8076443 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8076486 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -8076529.500000 Penalty: 3581.687988
	Iteration 29Q: 3 clusters Score -8076530 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -8076579.500000 Penalty: 3581.687988
	Iteration 30Q: 3 clusters Score -8076580 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -8076596.000000 Penalty: 3581.687988
	Iteration 31Q: 3 clusters Score -8076596 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -8076647.000000 Penalty: 3581.687988
	Iteration 32Q: 3 clusters Score -8076647 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8076699 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8076734 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -8076753.500000 Penalty: 3581.687988
	Iteration 35Q: 3 clusters Score -8076754 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -8076748.500000 Penalty: 3581.687988
	Iteration 36Q: 3 clusters Score -8076748 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8076771 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8076788 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -8076816.500000 Penalty: 3581.687988
	Iteration 39Q: 3 clusters Score -8076816 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8076832 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8076898 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8076888 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -8076907.500000 Penalty: 3581.687988
	Iteration 43Q: 3 clusters Score -8076908 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8076924 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8076950 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8076978 nChanged 308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8076972 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8076978 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8076972 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -8077001.000000 Penalty: 3581.687988
	Iteration 50Q: 3 clusters Score -8077001 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8076992 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8076994 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8076994 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -8077002.500000 Penalty: 3581.687988
	Iteration 54Q: 3 clusters Score -8077002 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -8076995.500000 Penalty: 3581.687988
	Iteration 55Q: 3 clusters Score -8076996 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -8076987.000000 Penalty: 3581.687988
	Iteration 56Q: 3 clusters Score -8076987 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -8076997.500000 Penalty: 3581.687988
	Iteration 57Q: 3 clusters Score -8076998 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8076996 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -8077018.000000 Penalty: 3581.687988
	Iteration 59Q: 3 clusters Score -8077018 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -8077015.000000 Penalty: 3581.687988
	Iteration 60F: 3 clusters Score -8077015 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -8077029.000000 Penalty: 3581.687988
	Iteration 61Q: 3 clusters Score -8077029 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -8077053.000000 Penalty: 3581.687988
	Iteration 62Q: 3 clusters Score -8077053 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8077046 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8077070 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8077087 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -8077100.000000 Penalty: 3581.687988
	Iteration 66Q: 3 clusters Score -8077100 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -8077104.500000 Penalty: 3581.687988
	Iteration 67Q: 3 clusters Score -8077104 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8077086 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -8077073.000000 Penalty: 3581.687988
	Iteration 69Q: 3 clusters Score -8077073 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8077088 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -8077082.500000 Penalty: 3581.687988
	Iteration 71Q: 3 clusters Score -8077082 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8077074 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -8077094.000000 Penalty: 3581.687988
	Iteration 73Q: 3 clusters Score -8077094 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -8077113.500000 Penalty: 3581.687988
	Iteration 74Q: 3 clusters Score -8077114 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -8077129.500000 Penalty: 3581.687988
	Iteration 75Q: 3 clusters Score -8077130 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -8077154.000000 Penalty: 3581.687988
	Iteration 76Q: 3 clusters Score -8077154 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8077156 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -8077149.500000 Penalty: 3581.687988
	Iteration 78Q: 3 clusters Score -8077150 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -8077144.000000 Penalty: 3581.687988
	Iteration 79Q: 3 clusters Score -8077144 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8077154 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -8077166.500000 Penalty: 3581.687988
	Iteration 81Q: 3 clusters Score -8077166 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -8077172.000000 Penalty: 3581.687988
	Iteration 82Q: 3 clusters Score -8077172 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -8077164.500000 Penalty: 3581.687988
	Iteration 83Q: 3 clusters Score -8077164 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -8077169.500000 Penalty: 3581.687988
	Iteration 84Q: 3 clusters Score -8077170 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -8077176.500000 Penalty: 3581.687988
	Iteration 85Q: 3 clusters Score -8077176 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -8077173.500000 Penalty: 3581.687988
	Iteration 86Q: 3 clusters Score -8077174 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8077156 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -8077163.000000 Penalty: 3581.687988
	Iteration 88Q: 3 clusters Score -8077163 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36973 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8077167 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -8077161.000000 Penalty: 3581.687988
	Iteration 90Q: 3 clusters Score -8077161 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8077154 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8077156 nChanged 59
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Entering Unmasked Estep 
Score: -8077171.000000 Penalty: 3581.687988
	Iteration 93Q: 3 clusters Score -8077171 nChanged 62
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Mstep: Class 1 contains 37300 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8077162 nChanged 62
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Mstep: Class 1 contains 37360 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8077174 nChanged 62
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Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -8077175.000000 Penalty: 3581.687988
	Iteration 96Q: 3 clusters Score -8077175 nChanged 61
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Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8077178 nChanged 73
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Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8077172 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8077168 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -8077172.500000 Penalty: 3581.687988
	Iteration 100F: 3 clusters Score -8077172 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8077176 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8077173 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8077173 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37940 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8077172 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38010 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8077154 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -8077164.000000 Penalty: 3581.687988
	Iteration 106Q: 3 clusters Score -8077164 nChanged 83
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Mstep: Class 1 contains 38164 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8077176 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -8077184.000000 Penalty: 3581.687988
	Iteration 108Q: 3 clusters Score -8077184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -8077192.000000 Penalty: 3581.687988
	Iteration 109Q: 3 clusters Score -8077192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -8077196.500000 Penalty: 3581.687988
	Iteration 110Q: 3 clusters Score -8077196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -8077184.500000 Penalty: 3581.687988
	Iteration 111Q: 3 clusters Score -8077184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -8077171.000000 Penalty: 3581.687988
	Iteration 112Q: 3 clusters Score -8077171 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -8077167.000000 Penalty: 3581.687988
	Iteration 113Q: 3 clusters Score -8077167 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -8077176.000000 Penalty: 3581.687988
	Iteration 114Q: 3 clusters Score -8077176 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -8077179.000000 Penalty: 3581.687988
	Iteration 115Q: 3 clusters Score -8077179 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -8077176.500000 Penalty: 3581.687988
	Iteration 116Q: 3 clusters Score -8077176 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -8077190.000000 Penalty: 3581.687988
	Iteration 117Q: 3 clusters Score -8077190 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -8077213.500000 Penalty: 3581.687988
	Iteration 118Q: 3 clusters Score -8077214 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -8077198.000000 Penalty: 3581.687988
	Iteration 119Q: 3 clusters Score -8077198 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -8077195.000000 Penalty: 3581.687988
	Iteration 120F: 3 clusters Score -8077195 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -8077190.500000 Penalty: 3581.687988
	Iteration 121Q: 3 clusters Score -8077190 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -8077195.500000 Penalty: 3581.687988
	Iteration 122Q: 3 clusters Score -8077196 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -8077204.000000 Penalty: 3581.687988
	Iteration 123Q: 3 clusters Score -8077204 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -8077215.000000 Penalty: 3581.687988
	Iteration 124Q: 3 clusters Score -8077215 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -8077230.500000 Penalty: 3581.687988
	Iteration 125Q: 3 clusters Score -8077230 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -8077264.500000 Penalty: 3581.687988
	Iteration 126Q: 3 clusters Score -8077264 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -8077258.500000 Penalty: 3581.687988
	Iteration 127Q: 3 clusters Score -8077258 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -8077280.500000 Penalty: 3581.687988
	Iteration 128Q: 3 clusters Score -8077280 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -8077276.500000 Penalty: 3581.687988
	Iteration 129Q: 3 clusters Score -8077276 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -8077282.000000 Penalty: 3581.687988
	Iteration 130Q: 3 clusters Score -8077282 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -8077278.000000 Penalty: 3581.687988
	Iteration 131Q: 3 clusters Score -8077278 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -8077305.000000 Penalty: 3581.687988
	Iteration 132Q: 3 clusters Score -8077305 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -8077316.000000 Penalty: 3581.687988
	Iteration 133Q: 3 clusters Score -8077316 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -8077358.500000 Penalty: 3581.687988
	Iteration 134Q: 3 clusters Score -8077358 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -8077364.000000 Penalty: 3581.687988
	Iteration 135Q: 3 clusters Score -8077364 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -8077375.500000 Penalty: 3581.687988
	Iteration 136Q: 3 clusters Score -8077376 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -8077416.000000 Penalty: 3581.687988
	Iteration 137Q: 3 clusters Score -8077416 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -8077405.500000 Penalty: 3581.687988
	Iteration 138Q: 3 clusters Score -8077406 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -8077441.500000 Penalty: 3581.687988
	Iteration 139Q: 3 clusters Score -8077442 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -8077422.000000 Penalty: 3581.687988
	Iteration 140F: 3 clusters Score -8077422 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -8077461.000000 Penalty: 3581.687988
	Iteration 141Q: 3 clusters Score -8077461 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -8077520.000000 Penalty: 3581.687988
	Iteration 142Q: 3 clusters Score -8077520 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -8077573.500000 Penalty: 3581.687988
	Iteration 143Q: 3 clusters Score -8077574 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -8077658.000000 Penalty: 3581.687988
	Iteration 144Q: 3 clusters Score -8077658 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -8077621.000000 Penalty: 3581.687988
	Iteration 145Q: 3 clusters Score -8077621 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -8077609.000000 Penalty: 3581.687988
	Iteration 146Q: 3 clusters Score -8077609 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -8077594.000000 Penalty: 3581.687988
	Iteration 147Q: 3 clusters Score -8077594 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -8077512.000000 Penalty: 3581.687988
	Iteration 148Q: 3 clusters Score -8077512 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49707 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -8077378.000000 Penalty: 3581.687988
	Iteration 149Q: 3 clusters Score -8077378 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -8077132.500000 Penalty: 3581.687988
	Iteration 150Q: 3 clusters Score -8077132 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -8076813.000000 Penalty: 3581.687988
	Iteration 151Q: 3 clusters Score -8076813 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -8076568.000000 Penalty: 3581.687988
	Iteration 152Q: 3 clusters Score -8076568 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -8076285.500000 Penalty: 3581.687988
	Iteration 153Q: 3 clusters Score -8076286 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54935 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -8075989.500000 Penalty: 3581.687988
	Iteration 154Q: 3 clusters Score -8075990 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -8075801.000000 Penalty: 3581.687988
	Iteration 155Q: 3 clusters Score -8075801 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56825 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -8075587.500000 Penalty: 3581.687988
	Iteration 156Q: 3 clusters Score -8075588 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -8075286.000000 Penalty: 3581.687988
	Iteration 157Q: 3 clusters Score -8075286 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -8075232.500000 Penalty: 3581.687988
	Iteration 158Q: 3 clusters Score -8075232 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58779 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -8075034.500000 Penalty: 3581.687988
	Iteration 159Q: 3 clusters Score -8075034 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59204 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -8075146.000000 Penalty: 3581.687988
	Iteration 160F: 3 clusters Score -8075146 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59785 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8075151.500000 Penalty: 3581.687988
	Iteration 161Q: 3 clusters Score -8075152 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8075103.000000 Penalty: 3581.687988
	Iteration 162Q: 3 clusters Score -8075103 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60329 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8075028.000000 Penalty: 3581.687988
	Iteration 163Q: 3 clusters Score -8075028 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8075018.500000 Penalty: 3581.687988
	Iteration 164Q: 3 clusters Score -8075018 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60555 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8075016.500000 Penalty: 3581.687988
	Iteration 165Q: 3 clusters Score -8075016 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60616 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8075015.000000 Penalty: 3581.687988
	Iteration 166Q: 3 clusters Score -8075015 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60650 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8075011.000000 Penalty: 3581.687988
	Iteration 167Q: 3 clusters Score -8075011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8074993.500000 Penalty: 3581.687988
	Iteration 168Q: 3 clusters Score -8074994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8075002.000000 Penalty: 3581.687988
	Iteration 169Q: 3 clusters Score -8075002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8075000.000000 Penalty: 3581.687988
	Iteration 170Q: 3 clusters Score -8075000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60706 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8075007.000000 Penalty: 3581.687988
	Iteration 171Q: 3 clusters Score -8075007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60713 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8075000.000000 Penalty: 3581.687988
	Iteration 172Q: 3 clusters Score -8075000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8075010.500000 Penalty: 3581.687988
	Iteration 173Q: 3 clusters Score -8075010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60728 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8075015.500000 Penalty: 3581.687988
	Iteration 174Q: 3 clusters Score -8075016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60735 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8075021.000000 Penalty: 3581.687988
	Iteration 175Q: 3 clusters Score -8075021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60740 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8075019.500000 Penalty: 3581.687988
	Iteration 176Q: 3 clusters Score -8075020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60748 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8075026.500000 Penalty: 3581.687988
	Iteration 177Q: 3 clusters Score -8075026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60755 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8075016.000000 Penalty: 3581.687988
	Iteration 178Q: 3 clusters Score -8075016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60759 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8075026.000000 Penalty: 3581.687988
	Iteration 179Q: 3 clusters Score -8075026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8075029.000000 Penalty: 3581.687988
	Iteration 180F: 3 clusters Score -8075029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (108923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108923 members 
Entering Unmasked Estep 
Score: -14093350.000000 Penalty: 1884.739380
	Iteration 0F: 2 clusters Score -1.409335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 54464 members 
Entering Unmasked Estep 
Score: -14025031.000000 Penalty: 3769.478760
	Iteration 0F: 3 clusters Score -1.402503e+07 nChanged 52157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
Score: -14055820.000000 Penalty: 3769.478760
	Iteration 1F: 3 clusters Score -1.405582e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -14056852.000000 Penalty: 3769.478760
	Iteration 2Q: 3 clusters Score -1.405685e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -14058351.000000 Penalty: 3769.478760
	Iteration 3Q: 3 clusters Score -1.405835e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 54824 members 
Entering Unmasked Estep 
Score: -14060458.000000 Penalty: 3769.478760
	Iteration 4Q: 3 clusters Score -1.406046e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -14063328.000000 Penalty: 3769.478760
	Iteration 5F: 3 clusters Score -1.406333e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
Score: -14066785.000000 Penalty: 3769.478760
	Iteration 6F: 3 clusters Score -1.406678e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53906 members 
Mstep: Class 2 contains 55017 members 
Entering Unmasked Estep 
Score: -14070748.000000 Penalty: 3769.478760
	Iteration 7F: 3 clusters Score -1.407075e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54075 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -14074168.000000 Penalty: 3769.478760
	Iteration 8F: 3 clusters Score -1.407417e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -14076467.000000 Penalty: 3769.478760
	Iteration 9Q: 3 clusters Score -1.407647e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -14077619.000000 Penalty: 3769.478760
	Iteration 10Q: 3 clusters Score -1.407762e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -14078114.000000 Penalty: 3769.478760
	Iteration 11Q: 3 clusters Score -1.407811e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -14078296.000000 Penalty: 3769.478760
	Iteration 12Q: 3 clusters Score -1.40783e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55051 members 
Mstep: Class 2 contains 53872 members 
Entering Unmasked Estep 
Score: -14078421.000000 Penalty: 3769.478760
	Iteration 13Q: 3 clusters Score -1.407842e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55279 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -14078499.000000 Penalty: 3769.478760
	Iteration 14Q: 3 clusters Score -1.40785e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -14078662.000000 Penalty: 3769.478760
	Iteration 15Q: 3 clusters Score -1.407866e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55798 members 
Mstep: Class 2 contains 53125 members 
Entering Unmasked Estep 
Score: -14078712.000000 Penalty: 3769.478760
	Iteration 16Q: 3 clusters Score -1.407871e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56108 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -14078704.000000 Penalty: 3769.478760
	Iteration 17Q: 3 clusters Score -1.40787e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56459 members 
Mstep: Class 2 contains 52464 members 
Entering Unmasked Estep 
Score: -14078767.000000 Penalty: 3769.478760
	Iteration 18Q: 3 clusters Score -1.407877e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56810 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -14078789.000000 Penalty: 3769.478760
	Iteration 19Q: 3 clusters Score -1.407879e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57186 members 
Mstep: Class 2 contains 51737 members 
Entering Unmasked Estep 
Score: -14078825.000000 Penalty: 3769.478760
	Iteration 20F: 3 clusters Score -1.407882e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -14078807.000000 Penalty: 3769.478760
	Iteration 21Q: 3 clusters Score -1.407881e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -14078781.000000 Penalty: 3769.478760
	Iteration 22Q: 3 clusters Score -1.407878e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -14078824.000000 Penalty: 3769.478760
	Iteration 23Q: 3 clusters Score -1.407882e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59179 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -14078785.000000 Penalty: 3769.478760
	Iteration 24Q: 3 clusters Score -1.407878e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59796 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -14078780.000000 Penalty: 3769.478760
	Iteration 25Q: 3 clusters Score -1.407878e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -14078845.000000 Penalty: 3769.478760
	Iteration 26Q: 3 clusters Score -1.407884e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61128 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -14078893.000000 Penalty: 3769.478760
	Iteration 27Q: 3 clusters Score -1.407889e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -14078873.000000 Penalty: 3769.478760
	Iteration 28Q: 3 clusters Score -1.407887e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -14078909.000000 Penalty: 3769.478760
	Iteration 29Q: 3 clusters Score -1.407891e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -14078893.000000 Penalty: 3769.478760
	Iteration 30Q: 3 clusters Score -1.407889e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64540 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -14078909.000000 Penalty: 3769.478760
	Iteration 31Q: 3 clusters Score -1.407891e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65491 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -14078898.000000 Penalty: 3769.478760
	Iteration 32Q: 3 clusters Score -1.40789e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -14078898.000000 Penalty: 3769.478760
	Iteration 33Q: 3 clusters Score -1.40789e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67358 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -14078897.000000 Penalty: 3769.478760
	Iteration 34Q: 3 clusters Score -1.40789e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68344 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -14078874.000000 Penalty: 3769.478760
	Iteration 35Q: 3 clusters Score -1.407887e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69259 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -14078822.000000 Penalty: 3769.478760
	Iteration 36Q: 3 clusters Score -1.407882e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70079 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -14078775.000000 Penalty: 3769.478760
	Iteration 37Q: 3 clusters Score -1.407878e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70830 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -14078835.000000 Penalty: 3769.478760
	Iteration 38Q: 3 clusters Score -1.407884e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71533 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -14078848.000000 Penalty: 3769.478760
	Iteration 39Q: 3 clusters Score -1.407885e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -14078744.000000 Penalty: 3769.478760
	Iteration 40F: 3 clusters Score -1.407874e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72764 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -14078718.000000 Penalty: 3769.478760
	Iteration 41Q: 3 clusters Score -1.407872e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73291 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -14078695.000000 Penalty: 3769.478760
	Iteration 42Q: 3 clusters Score -1.40787e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73745 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -14078601.000000 Penalty: 3769.478760
	Iteration 43Q: 3 clusters Score -1.40786e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74100 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -14078536.000000 Penalty: 3769.478760
	Iteration 44Q: 3 clusters Score -1.407854e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74391 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -14078542.000000 Penalty: 3769.478760
	Iteration 45Q: 3 clusters Score -1.407854e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -14078546.000000 Penalty: 3769.478760
	Iteration 46Q: 3 clusters Score -1.407855e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74871 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -14078521.000000 Penalty: 3769.478760
	Iteration 47Q: 3 clusters Score -1.407852e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75027 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -14078398.000000 Penalty: 3769.478760
	Iteration 48Q: 3 clusters Score -1.40784e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75099 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -14078284.000000 Penalty: 3769.478760
	Iteration 49Q: 3 clusters Score -1.407828e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75101 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -14078165.000000 Penalty: 3769.478760
	Iteration 50Q: 3 clusters Score -1.407816e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75074 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -14078074.000000 Penalty: 3769.478760
	Iteration 51Q: 3 clusters Score -1.407807e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75010 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -14077995.000000 Penalty: 3769.478760
	Iteration 52Q: 3 clusters Score -1.4078e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74912 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -14077890.000000 Penalty: 3769.478760
	Iteration 53Q: 3 clusters Score -1.407789e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74807 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -14077893.000000 Penalty: 3769.478760
	Iteration 54Q: 3 clusters Score -1.407789e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74654 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -14077836.000000 Penalty: 3769.478760
	Iteration 55Q: 3 clusters Score -1.407784e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74459 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -14077818.000000 Penalty: 3769.478760
	Iteration 56Q: 3 clusters Score -1.407782e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74226 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -14077824.000000 Penalty: 3769.478760
	Iteration 57Q: 3 clusters Score -1.407782e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73921 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -14077719.000000 Penalty: 3769.478760
	Iteration 58Q: 3 clusters Score -1.407772e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73588 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -14077575.000000 Penalty: 3769.478760
	Iteration 59Q: 3 clusters Score -1.407758e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73264 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -14077513.000000 Penalty: 3769.478760
	Iteration 60F: 3 clusters Score -1.407751e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -14077494.000000 Penalty: 3769.478760
	Iteration 61Q: 3 clusters Score -1.407749e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72545 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -14077484.000000 Penalty: 3769.478760
	Iteration 62Q: 3 clusters Score -1.407748e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72205 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -14077486.000000 Penalty: 3769.478760
	Iteration 63Q: 3 clusters Score -1.407749e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71844 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -14077420.000000 Penalty: 3769.478760
	Iteration 64Q: 3 clusters Score -1.407742e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71474 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -14077413.000000 Penalty: 3769.478760
	Iteration 65Q: 3 clusters Score -1.407741e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71094 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -14077452.000000 Penalty: 3769.478760
	Iteration 66Q: 3 clusters Score -1.407745e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70702 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -14077350.000000 Penalty: 3769.478760
	Iteration 67Q: 3 clusters Score -1.407735e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70230 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -14077236.000000 Penalty: 3769.478760
	Iteration 68Q: 3 clusters Score -1.407724e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69721 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -14077261.000000 Penalty: 3769.478760
	Iteration 69Q: 3 clusters Score -1.407726e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69222 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -14077208.000000 Penalty: 3769.478760
	Iteration 70Q: 3 clusters Score -1.407721e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68724 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -14077159.000000 Penalty: 3769.478760
	Iteration 71Q: 3 clusters Score -1.407716e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68154 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -14077142.000000 Penalty: 3769.478760
	Iteration 72Q: 3 clusters Score -1.407714e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67621 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -14077077.000000 Penalty: 3769.478760
	Iteration 73Q: 3 clusters Score -1.407708e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67078 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -14077096.000000 Penalty: 3769.478760
	Iteration 74Q: 3 clusters Score -1.40771e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66540 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -14077039.000000 Penalty: 3769.478760
	Iteration 75Q: 3 clusters Score -1.407704e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65973 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -14077034.000000 Penalty: 3769.478760
	Iteration 76Q: 3 clusters Score -1.407703e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65356 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -14077039.000000 Penalty: 3769.478760
	Iteration 77Q: 3 clusters Score -1.407704e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64748 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -14077057.000000 Penalty: 3769.478760
	Iteration 78Q: 3 clusters Score -1.407706e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64217 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -14077108.000000 Penalty: 3769.478760
	Iteration 79Q: 3 clusters Score -1.407711e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -14077120.000000 Penalty: 3769.478760
	Iteration 80F: 3 clusters Score -1.407712e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63167 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -14077150.000000 Penalty: 3769.478760
	Iteration 81Q: 3 clusters Score -1.407715e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62643 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -14077167.000000 Penalty: 3769.478760
	Iteration 82Q: 3 clusters Score -1.407717e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -14077177.000000 Penalty: 3769.478760
	Iteration 83Q: 3 clusters Score -1.407718e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61705 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -14077139.000000 Penalty: 3769.478760
	Iteration 84Q: 3 clusters Score -1.407714e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61313 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -14077124.000000 Penalty: 3769.478760
	Iteration 85Q: 3 clusters Score -1.407712e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60951 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -14077115.000000 Penalty: 3769.478760
	Iteration 86Q: 3 clusters Score -1.407712e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -14077112.000000 Penalty: 3769.478760
	Iteration 87Q: 3 clusters Score -1.407711e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 48729 members 
Entering Unmasked Estep 
Score: -14077101.000000 Penalty: 3769.478760
	Iteration 88Q: 3 clusters Score -1.40771e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59845 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -14077040.000000 Penalty: 3769.478760
	Iteration 89Q: 3 clusters Score -1.407704e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -14077065.000000 Penalty: 3769.478760
	Iteration 90Q: 3 clusters Score -1.407706e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59166 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -14077063.000000 Penalty: 3769.478760
	Iteration 91Q: 3 clusters Score -1.407706e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58842 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -14077090.000000 Penalty: 3769.478760
	Iteration 92Q: 3 clusters Score -1.407709e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -14077135.000000 Penalty: 3769.478760
	Iteration 93Q: 3 clusters Score -1.407714e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58298 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -14077135.000000 Penalty: 3769.478760
	Iteration 94Q: 3 clusters Score -1.407714e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 50809 members 
Entering Unmasked Estep 
Score: -14077101.000000 Penalty: 3769.478760
	Iteration 95Q: 3 clusters Score -1.40771e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -14077075.000000 Penalty: 3769.478760
	Iteration 96Q: 3 clusters Score -1.407708e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -14077059.000000 Penalty: 3769.478760
	Iteration 97Q: 3 clusters Score -1.407706e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 51327 members 
Entering Unmasked Estep 
Score: -14077092.000000 Penalty: 3769.478760
	Iteration 98Q: 3 clusters Score -1.407709e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57452 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -14077090.000000 Penalty: 3769.478760
	Iteration 99Q: 3 clusters Score -1.407709e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57311 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -14077056.000000 Penalty: 3769.478760
	Iteration 100F: 3 clusters Score -1.407706e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57187 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -14077053.000000 Penalty: 3769.478760
	Iteration 101Q: 3 clusters Score -1.407705e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 51866 members 
Entering Unmasked Estep 
Score: -14077014.000000 Penalty: 3769.478760
	Iteration 102Q: 3 clusters Score -1.407701e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56934 members 
Mstep: Class 2 contains 51989 members 
Entering Unmasked Estep 
Score: -14077012.000000 Penalty: 3769.478760
	Iteration 103Q: 3 clusters Score -1.407701e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56825 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -14077010.000000 Penalty: 3769.478760
	Iteration 104Q: 3 clusters Score -1.407701e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56703 members 
Mstep: Class 2 contains 52220 members 
Entering Unmasked Estep 
Score: -14077042.000000 Penalty: 3769.478760
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56602 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.407706e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.407705e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -14077064.000000 Penalty: 3769.478760
	Iteration 108Q: 3 clusters Score -1.407706e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56351 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.4077e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 52652 members 
Entering Unmasked Estep 
Score: -14077028.000000 Penalty: 3769.478760
	Iteration 110Q: 3 clusters Score -1.407703e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -14077014.000000 Penalty: 3769.478760
	Iteration 111Q: 3 clusters Score -1.407701e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.407705e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.407701e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.407701e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55842 members 
Mstep: Class 2 contains 53081 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.407702e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55773 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -14077006.000000 Penalty: 3769.478760
	Iteration 116Q: 3 clusters Score -1.407701e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55698 members 
Mstep: Class 2 contains 53225 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.407698e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55638 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1.407698e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.407698e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -14076966.000000 Penalty: 3769.478760
	Iteration 120F: 3 clusters Score -1.407697e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 53443 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.407699e+07 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.407698e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.407698e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55371 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.407697e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.407696e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.407698e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.407696e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.407697e+07 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.407695e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.407694e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1.407694e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1.407696e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 53769 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.407693e+07 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 53815 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.407695e+07 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1.407695e+07 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 53851 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.407693e+07 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55077 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.407696e+07 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53851 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.407693e+07 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1.407691e+07 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1.407691e+07 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.407691e+07 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1.407689e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.40769e+07 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.407688e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.407688e+07 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55009 members 
Mstep: Class 2 contains 53914 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1.407688e+07 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 53936 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1.407688e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54970 members 
Mstep: Class 2 contains 53953 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1.407687e+07 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 53991 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.407688e+07 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54896 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1.407693e+07 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54863 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1.407694e+07 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54845 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.407695e+07 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1.407696e+07 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 54098 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1.407695e+07 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1.407694e+07 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1.407693e+07 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1.407695e+07 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 54186 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.407694e+07 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1.407692e+07 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1.407694e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1.407695e+07 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 54163 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1.407695e+07 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1.407695e+07 nChanged 65
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.407695e+07 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1.407696e+07 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1.407693e+07 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54817 members 
Mstep: Class 2 contains 54106 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1.407696e+07 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54091 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1.407696e+07 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1.407695e+07 nChanged 54
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1.407695e+07 nChanged 56
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1.407694e+07 nChanged 54
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1.407692e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54888 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1.407694e+07 nChanged 50
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1.407695e+07 nChanged 60
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1.407694e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1.407694e+07 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1.407693e+07 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1.407689e+07 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54952 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1.40769e+07 nChanged 69
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -1.407688e+07 nChanged 65
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1.407689e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53905 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1.407691e+07 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1.40769e+07 nChanged 68
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1.407691e+07 nChanged 57
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1.407689e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53832 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1.407689e+07 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53804 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1.407689e+07 nChanged 53
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1.407691e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1.40769e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1.40769e+07 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1.40769e+07 nChanged 40
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1.40769e+07 nChanged 37
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1.407692e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55141 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -14076901.000000 Penalty: 3769.478760
	Iteration 194Q: 3 clusters Score -1.40769e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55147 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
Score: -14076890.000000 Penalty: 3769.478760
	Iteration 195Q: 3 clusters Score -1.407689e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55142 members 
Mstep: Class 2 contains 53781 members 
Entering Unmasked Estep 
Score: -14076881.000000 Penalty: 3769.478760
	Iteration 196Q: 3 clusters Score -1.407688e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -14076885.000000 Penalty: 3769.478760
	Iteration 197Q: 3 clusters Score -1.407688e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -14076883.000000 Penalty: 3769.478760
	Iteration 198Q: 3 clusters Score -1.407688e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55122 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -14076879.000000 Penalty: 3769.478760
	Iteration 199Q: 3 clusters Score -1.407688e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 53804 members 
Entering Unmasked Estep 
Score: -14076881.000000 Penalty: 3769.478760
	Iteration 200F: 3 clusters Score -1.407688e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 53810 members 
Entering Unmasked Estep 
Score: -14076880.000000 Penalty: 3769.478760
	Iteration 201Q: 3 clusters Score -1.407688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55114 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -14076869.000000 Penalty: 3769.478760
	Iteration 202Q: 3 clusters Score -1.407687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 53804 members 
Entering Unmasked Estep 
Score: -14076878.000000 Penalty: 3769.478760
	Iteration 203Q: 3 clusters Score -1.407688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55116 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
Score: -14076875.000000 Penalty: 3769.478760
	Iteration 204Q: 3 clusters Score -1.407688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55115 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -14076876.000000 Penalty: 3769.478760
	Iteration 205Q: 3 clusters Score -1.407688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55115 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -14076874.000000 Penalty: 3769.478760
	Iteration 206Q: 3 clusters Score -1.407687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55114 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -14076872.000000 Penalty: 3769.478760
	Iteration 207Q: 3 clusters Score -1.407687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55114 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -14076872.000000 Penalty: 3769.478760
	Iteration 208F: 3 clusters Score -1.407687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -61187.277344 Penalty: 1032.585205
	Iteration 0F: 2 clusters Score -61187.28 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 294 members 
Entering Unmasked Estep 
Score: -60111.183594 Penalty: 2065.170410
	Iteration 0F: 3 clusters Score -60111.18 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60320.835938 Penalty: 2065.170410
	Iteration 1F: 3 clusters Score -60320.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60438.144531 Penalty: 2065.170410
	Iteration 2F: 3 clusters Score -60438.14 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -60612.582031 Penalty: 2065.170410
	Iteration 3F: 3 clusters Score -60612.58 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -60773.566406 Penalty: 2065.170410
	Iteration 4F: 3 clusters Score -60773.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -60896.671875 Penalty: 2065.170410
	Iteration 5Q: 3 clusters Score -60896.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -60962.574219 Penalty: 2065.170410
	Iteration 6Q: 3 clusters Score -60962.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -61013.917969 Penalty: 2065.170410
	Iteration 7Q: 3 clusters Score -61013.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -61081.792969 Penalty: 2065.170410
	Iteration 8Q: 3 clusters Score -61081.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -61114.156250 Penalty: 2065.170410
	Iteration 9Q: 3 clusters Score -61114.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -61143.800781 Penalty: 2065.170410
	Iteration 10Q: 3 clusters Score -61143.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -61187.425781 Penalty: 2065.170410
	Iteration 11Q: 3 clusters Score -61187.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -61218.816406 Penalty: 2065.170410
	Iteration 12Q: 3 clusters Score -61218.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -61241.601562 Penalty: 2065.170410
	Iteration 13Q: 3 clusters Score -61241.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -61254.285156 Penalty: 2065.170410
	Iteration 14Q: 3 clusters Score -61254.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -61271.453125 Penalty: 2065.170410
	Iteration 15Q: 3 clusters Score -61271.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -61281.453125 Penalty: 2065.170410
	Iteration 16Q: 3 clusters Score -61281.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -61285.011719 Penalty: 2065.170410
	Iteration 17Q: 3 clusters Score -61285.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -61300.273438 Penalty: 2065.170410
	Iteration 18F: 3 clusters Score -61300.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -61333.695312 Penalty: 2065.170410
	Iteration 19Q: 3 clusters Score -61333.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -61361.039062 Penalty: 2065.170410
	Iteration 20F: 3 clusters Score -61361.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61387.304688 Penalty: 2065.170410
	Iteration 21Q: 3 clusters Score -61387.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -61406.562500 Penalty: 2065.170410
	Iteration 22Q: 3 clusters Score -61406.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61420.894531 Penalty: 2065.170410
	Iteration 23Q: 3 clusters Score -61420.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -61449.406250 Penalty: 2065.170410
	Iteration 24Q: 3 clusters Score -61449.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -61467.957031 Penalty: 2065.170410
	Iteration 25Q: 3 clusters Score -61467.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61488.937500 Penalty: 2065.170410
	Iteration 26Q: 3 clusters Score -61488.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -61493.890625 Penalty: 2065.170410
	Iteration 27Q: 3 clusters Score -61493.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -61493.890625 Penalty: 2065.170410
	Iteration 28F: 3 clusters Score -61493.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 62694 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9970 members 
Mstep: Class 6 contains 77950 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5036 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25103 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 8885 members 
Mstep: Class 14 contains 61119 members 
Mstep: Class 15 contains 108923 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 617 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 21 contains 12639 members 
Mstep: Class 23 contains 35882 members 
Entering Unmasked Estep 
Score: -54013292.000000 Penalty: 42097.890625
Splitting cluster 16 changes total score from -54014024.000000 to -54013292.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Entering Unmasked Estep 
Score: -8892.702148 Penalty: 876.464478
	Iteration 0F: 2 clusters Score -8892.702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8223.221680 Penalty: 1752.928955
	Iteration 0F: 3 clusters Score -8223.222 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8513.789062 Penalty: 1752.928955
	Iteration 1F: 3 clusters Score -8513.789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8665.537109 Penalty: 1752.928955
	Iteration 2F: 3 clusters Score -8665.537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8711.528320 Penalty: 1752.928955
	Iteration 3Q: 3 clusters Score -8711.528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8724.907227 Penalty: 1752.928955
	Iteration 4Q: 3 clusters Score -8724.907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8743.651367 Penalty: 1752.928955
	Iteration 5Q: 3 clusters Score -8743.651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8743.651367 Penalty: 1752.928955
	Iteration 6F: 3 clusters Score -8743.651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -75255.085938 Penalty: 1044.041260
	Iteration 0F: 2 clusters Score -75255.09 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 309 members 
Entering Unmasked Estep 
Score: -74059.843750 Penalty: 2088.082520
	Iteration 0F: 3 clusters Score -74059.84 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74219.484375 Penalty: 2088.082520
	Iteration 1F: 3 clusters Score -74219.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74277.687500 Penalty: 2088.082520
	Iteration 2F: 3 clusters Score -74277.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -74308.578125 Penalty: 2088.082520
	Iteration 3Q: 3 clusters Score -74308.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -74325.640625 Penalty: 2088.082520
	Iteration 4Q: 3 clusters Score -74325.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -74335.210938 Penalty: 2088.082520
	Iteration 5Q: 3 clusters Score -74335.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -74342.726562 Penalty: 2088.082520
	Iteration 6Q: 3 clusters Score -74342.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -74347.304688 Penalty: 2088.082520
	Iteration 7Q: 3 clusters Score -74347.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -74356.187500 Penalty: 2088.082520
	Iteration 8Q: 3 clusters Score -74356.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -74362.492188 Penalty: 2088.082520
	Iteration 9Q: 3 clusters Score -74362.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -74372.046875 Penalty: 2088.082520
	Iteration 10Q: 3 clusters Score -74372.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -74383.062500 Penalty: 2088.082520
	Iteration 11Q: 3 clusters Score -74383.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -74385.617188 Penalty: 2088.082520
	Iteration 12Q: 3 clusters Score -74385.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -74387.359375 Penalty: 2088.082520
	Iteration 13Q: 3 clusters Score -74387.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -74388.812500 Penalty: 2088.082520
	Iteration 14Q: 3 clusters Score -74388.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74389.609375 Penalty: 2088.082520
	Iteration 15Q: 3 clusters Score -74389.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74395.773438 Penalty: 2088.082520
	Iteration 16Q: 3 clusters Score -74395.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74401.054688 Penalty: 2088.082520
	Iteration 17Q: 3 clusters Score -74401.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74402.851562 Penalty: 2088.082520
	Iteration 18Q: 3 clusters Score -74402.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -74404.296875 Penalty: 2088.082520
	Iteration 19Q: 3 clusters Score -74404.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -74405.945312 Penalty: 2088.082520
	Iteration 20F: 3 clusters Score -74405.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -74407.679688 Penalty: 2088.082520
	Iteration 21Q: 3 clusters Score -74407.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74408.375000 Penalty: 2088.082520
	Iteration 22Q: 3 clusters Score -74408.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -74408.375000 Penalty: 2088.082520
	Iteration 23F: 3 clusters Score -74408.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -1234166.750000 Penalty: 1486.832886
	Iteration 0F: 2 clusters Score -1234167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1227388.875000 Penalty: 2973.665771
	Iteration 0F: 3 clusters Score -1227389 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1229595.375000 Penalty: 2973.665771
	Iteration 1F: 3 clusters Score -1229595 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1229821.000000 Penalty: 2973.665771
	Iteration 2F: 3 clusters Score -1229821 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1230022.875000 Penalty: 2973.665771
	Iteration 3Q: 3 clusters Score -1230023 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1230198.875000 Penalty: 2973.665771
	Iteration 4Q: 3 clusters Score -1230199 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1230382.000000 Penalty: 2973.665771
	Iteration 5Q: 3 clusters Score -1230382 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1230604.625000 Penalty: 2973.665771
	Iteration 6Q: 3 clusters Score -1230605 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1230920.875000 Penalty: 2973.665771
	Iteration 7Q: 3 clusters Score -1230921 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1231306.250000 Penalty: 2973.665771
	Iteration 8F: 3 clusters Score -1231306 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1231699.500000 Penalty: 2973.665771
	Iteration 9F: 3 clusters Score -1231700 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1232047.875000 Penalty: 2973.665771
	Iteration 10Q: 3 clusters Score -1232048 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1232316.875000 Penalty: 2973.665771
	Iteration 11Q: 3 clusters Score -1232317 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1232519.625000 Penalty: 2973.665771
	Iteration 12Q: 3 clusters Score -1232520 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1232667.500000 Penalty: 2973.665771
	Iteration 13Q: 3 clusters Score -1232668 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1232759.625000 Penalty: 2973.665771
	Iteration 14Q: 3 clusters Score -1232760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1232804.125000 Penalty: 2973.665771
	Iteration 15Q: 3 clusters Score -1232804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1232834.875000 Penalty: 2973.665771
	Iteration 16Q: 3 clusters Score -1232835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1232860.375000 Penalty: 2973.665771
	Iteration 17Q: 3 clusters Score -1232860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1232877.250000 Penalty: 2973.665771
	Iteration 18Q: 3 clusters Score -1232877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1232881.250000 Penalty: 2973.665771
	Iteration 19Q: 3 clusters Score -1232881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1232885.125000 Penalty: 2973.665771
	Iteration 20F: 3 clusters Score -1232885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1232887.125000 Penalty: 2973.665771
	Iteration 21Q: 3 clusters Score -1232887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1232889.375000 Penalty: 2973.665771
	Iteration 22Q: 3 clusters Score -1232889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1232893.625000 Penalty: 2973.665771
	Iteration 23Q: 3 clusters Score -1232894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1232894.500000 Penalty: 2973.665771
	Iteration 24Q: 3 clusters Score -1232894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1232899.000000 Penalty: 2973.665771
	Iteration 25Q: 3 clusters Score -1232899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1232905.000000 Penalty: 2973.665771
	Iteration 26Q: 3 clusters Score -1232905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1232906.500000 Penalty: 2973.665771
	Iteration 27Q: 3 clusters Score -1232906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1232907.625000 Penalty: 2973.665771
	Iteration 28Q: 3 clusters Score -1232908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1232907.625000 Penalty: 2973.665771
	Iteration 29F: 3 clusters Score -1232908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Entering Unmasked Estep 
Score: -1642478.500000 Penalty: 1534.738159
	Iteration 0F: 2 clusters Score -1642478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1633615.250000 Penalty: 3069.476318
	Iteration 0F: 3 clusters Score -1633615 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1636624.250000 Penalty: 3069.476318
	Iteration 1F: 3 clusters Score -1636624 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1636858.625000 Penalty: 3069.476318
	Iteration 2F: 3 clusters Score -1636859 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1637078.625000 Penalty: 3069.476318
	Iteration 3Q: 3 clusters Score -1637079 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1637360.875000 Penalty: 3069.476318
	Iteration 4Q: 3 clusters Score -1637361 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1637759.875000 Penalty: 3069.476318
	Iteration 5F: 3 clusters Score -1637760 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1638318.000000 Penalty: 3069.476318
	Iteration 6F: 3 clusters Score -1638318 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1639006.875000 Penalty: 3069.476318
	Iteration 7F: 3 clusters Score -1639007 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1639758.125000 Penalty: 3069.476318
	Iteration 8F: 3 clusters Score -1639758 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1640355.250000 Penalty: 3069.476318
	Iteration 9F: 3 clusters Score -1640355 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1640726.375000 Penalty: 3069.476318
	Iteration 10Q: 3 clusters Score -1640726 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1640912.000000 Penalty: 3069.476318
	Iteration 11Q: 3 clusters Score -1640912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1641012.000000 Penalty: 3069.476318
	Iteration 12Q: 3 clusters Score -1641012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1641059.500000 Penalty: 3069.476318
	Iteration 13Q: 3 clusters Score -1641060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1641084.000000 Penalty: 3069.476318
	Iteration 14Q: 3 clusters Score -1641084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1641102.500000 Penalty: 3069.476318
	Iteration 15Q: 3 clusters Score -1641102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1641118.500000 Penalty: 3069.476318
	Iteration 16Q: 3 clusters Score -1641118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1641128.875000 Penalty: 3069.476318
	Iteration 17Q: 3 clusters Score -1641129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1641133.000000 Penalty: 3069.476318
	Iteration 18Q: 3 clusters Score -1641133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1641133.625000 Penalty: 3069.476318
	Iteration 19Q: 3 clusters Score -1641134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1641137.875000 Penalty: 3069.476318
	Iteration 20F: 3 clusters Score -1641138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1641145.000000 Penalty: 3069.476318
	Iteration 21Q: 3 clusters Score -1641145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1641148.625000 Penalty: 3069.476318
	Iteration 22Q: 3 clusters Score -1641149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1641149.500000 Penalty: 3069.476318
	Iteration 23Q: 3 clusters Score -1641150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1641149.500000 Penalty: 3069.476318
	Iteration 24F: 3 clusters Score -1641150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (35882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Entering Unmasked Estep 
Score: -4681707.000000 Penalty: 1704.298584
	Iteration 0F: 2 clusters Score -4681707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -4657574.000000 Penalty: 3408.597168
	Iteration 0F: 3 clusters Score -4657574 nChanged 16687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -4666740.000000 Penalty: 3408.597168
	Iteration 1F: 3 clusters Score -4666740 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -4667123.500000 Penalty: 3408.597168
	Iteration 2Q: 3 clusters Score -4667124 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -4667506.500000 Penalty: 3408.597168
	Iteration 3Q: 3 clusters Score -4667506 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -4667875.500000 Penalty: 3408.597168
	Iteration 4Q: 3 clusters Score -4667876 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -4668283.500000 Penalty: 3408.597168
	Iteration 5Q: 3 clusters Score -4668284 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -4668808.000000 Penalty: 3408.597168
	Iteration 6Q: 3 clusters Score -4668808 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -4669449.500000 Penalty: 3408.597168
	Iteration 7Q: 3 clusters Score -4669450 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -4670387.500000 Penalty: 3408.597168
	Iteration 8Q: 3 clusters Score -4670388 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -4671648.000000 Penalty: 3408.597168
	Iteration 9F: 3 clusters Score -4671648 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -4673138.500000 Penalty: 3408.597168
	Iteration 10F: 3 clusters Score -4673138 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -4674424.500000 Penalty: 3408.597168
	Iteration 11F: 3 clusters Score -4674424 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -4675130.500000 Penalty: 3408.597168
	Iteration 12Q: 3 clusters Score -4675130 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -4675397.000000 Penalty: 3408.597168
	Iteration 13Q: 3 clusters Score -4675397 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -4675544.500000 Penalty: 3408.597168
	Iteration 14Q: 3 clusters Score -4675544 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -4675652.500000 Penalty: 3408.597168
	Iteration 15Q: 3 clusters Score -4675652 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -4675760.500000 Penalty: 3408.597168
	Iteration 16Q: 3 clusters Score -4675760 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -4675848.000000 Penalty: 3408.597168
	Iteration 17Q: 3 clusters Score -4675848 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -4675928.500000 Penalty: 3408.597168
	Iteration 18Q: 3 clusters Score -4675928 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -4675971.500000 Penalty: 3408.597168
	Iteration 19Q: 3 clusters Score -4675972 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -4676058.000000 Penalty: 3408.597168
	Iteration 20F: 3 clusters Score -4676058 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -4676113.500000 Penalty: 3408.597168
	Iteration 21Q: 3 clusters Score -4676114 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -4676166.000000 Penalty: 3408.597168
	Iteration 22Q: 3 clusters Score -4676166 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -4676224.000000 Penalty: 3408.597168
	Iteration 23Q: 3 clusters Score -4676224 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -4676298.500000 Penalty: 3408.597168
	Iteration 24Q: 3 clusters Score -4676298 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -4676332.500000 Penalty: 3408.597168
	Iteration 25Q: 3 clusters Score -4676332 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -4676371.500000 Penalty: 3408.597168
	Iteration 26Q: 3 clusters Score -4676372 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -4676408.500000 Penalty: 3408.597168
	Iteration 27Q: 3 clusters Score -4676408 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -4676440.000000 Penalty: 3408.597168
	Iteration 28Q: 3 clusters Score -4676440 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -4676475.500000 Penalty: 3408.597168
	Iteration 29Q: 3 clusters Score -4676476 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -4676509.000000 Penalty: 3408.597168
	Iteration 30Q: 3 clusters Score -4676509 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -4676516.000000 Penalty: 3408.597168
	Iteration 31Q: 3 clusters Score -4676516 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -4676557.000000 Penalty: 3408.597168
	Iteration 32Q: 3 clusters Score -4676557 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -4676576.500000 Penalty: 3408.597168
	Iteration 33Q: 3 clusters Score -4676576 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -4676610.000000 Penalty: 3408.597168
	Iteration 34Q: 3 clusters Score -4676610 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -4676666.000000 Penalty: 3408.597168
	Iteration 35Q: 3 clusters Score -4676666 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -4676703.000000 Penalty: 3408.597168
	Iteration 36Q: 3 clusters Score -4676703 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -4676736.500000 Penalty: 3408.597168
	Iteration 37Q: 3 clusters Score -4676736 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -4676762.000000 Penalty: 3408.597168
	Iteration 38Q: 3 clusters Score -4676762 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -4676825.000000 Penalty: 3408.597168
	Iteration 39Q: 3 clusters Score -4676825 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -4676853.000000 Penalty: 3408.597168
	Iteration 40F: 3 clusters Score -4676853 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -4676898.000000 Penalty: 3408.597168
	Iteration 41Q: 3 clusters Score -4676898 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -4676952.000000 Penalty: 3408.597168
	Iteration 42Q: 3 clusters Score -4676952 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -4677001.000000 Penalty: 3408.597168
	Iteration 43Q: 3 clusters Score -4677001 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -4677053.000000 Penalty: 3408.597168
	Iteration 44Q: 3 clusters Score -4677053 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -4677091.500000 Penalty: 3408.597168
	Iteration 45Q: 3 clusters Score -4677092 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -4677126.500000 Penalty: 3408.597168
	Iteration 46Q: 3 clusters Score -4677126 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -4677150.500000 Penalty: 3408.597168
	Iteration 47Q: 3 clusters Score -4677150 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -4677196.000000 Penalty: 3408.597168
	Iteration 48Q: 3 clusters Score -4677196 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -4677235.000000 Penalty: 3408.597168
	Iteration 49Q: 3 clusters Score -4677235 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -4677278.500000 Penalty: 3408.597168
	Iteration 50Q: 3 clusters Score -4677278 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -4677322.000000 Penalty: 3408.597168
	Iteration 51Q: 3 clusters Score -4677322 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -4677364.500000 Penalty: 3408.597168
	Iteration 52Q: 3 clusters Score -4677364 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -4677405.500000 Penalty: 3408.597168
	Iteration 53Q: 3 clusters Score -4677406 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -4677440.000000 Penalty: 3408.597168
	Iteration 54Q: 3 clusters Score -4677440 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -4677480.500000 Penalty: 3408.597168
	Iteration 55Q: 3 clusters Score -4677480 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -4677539.500000 Penalty: 3408.597168
	Iteration 56Q: 3 clusters Score -4677540 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -4677559.500000 Penalty: 3408.597168
	Iteration 57Q: 3 clusters Score -4677560 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -4677599.500000 Penalty: 3408.597168
	Iteration 58Q: 3 clusters Score -4677600 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -4677651.500000 Penalty: 3408.597168
	Iteration 59Q: 3 clusters Score -4677652 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -4677685.000000 Penalty: 3408.597168
	Iteration 60F: 3 clusters Score -4677685 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -4677738.000000 Penalty: 3408.597168
	Iteration 61Q: 3 clusters Score -4677738 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -4677792.000000 Penalty: 3408.597168
	Iteration 62Q: 3 clusters Score -4677792 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -4677811.500000 Penalty: 3408.597168
	Iteration 63Q: 3 clusters Score -4677812 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -4677867.000000 Penalty: 3408.597168
	Iteration 64Q: 3 clusters Score -4677867 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -4677958.500000 Penalty: 3408.597168
	Iteration 65Q: 3 clusters Score -4677958 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -4678029.000000 Penalty: 3408.597168
	Iteration 66Q: 3 clusters Score -4678029 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -4678118.500000 Penalty: 3408.597168
	Iteration 67Q: 3 clusters Score -4678118 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -4678207.000000 Penalty: 3408.597168
	Iteration 68Q: 3 clusters Score -4678207 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -4678345.500000 Penalty: 3408.597168
	Iteration 69Q: 3 clusters Score -4678346 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -4678477.500000 Penalty: 3408.597168
	Iteration 70Q: 3 clusters Score -4678478 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -4678618.500000 Penalty: 3408.597168
	Iteration 71Q: 3 clusters Score -4678618 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -4678781.500000 Penalty: 3408.597168
	Iteration 72Q: 3 clusters Score -4678782 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -4678978.000000 Penalty: 3408.597168
	Iteration 73Q: 3 clusters Score -4678978 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -4679141.000000 Penalty: 3408.597168
	Iteration 74Q: 3 clusters Score -4679141 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -4679309.500000 Penalty: 3408.597168
	Iteration 75Q: 3 clusters Score -4679310 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4679466.500000 Penalty: 3408.597168
	Iteration 76Q: 3 clusters Score -4679466 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4679604.000000 Penalty: 3408.597168
	Iteration 77Q: 3 clusters Score -4679604 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4679704.000000 Penalty: 3408.597168
	Iteration 78Q: 3 clusters Score -4679704 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4679803.000000 Penalty: 3408.597168
	Iteration 79Q: 3 clusters Score -4679803 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4679893.500000 Penalty: 3408.597168
	Iteration 80F: 3 clusters Score -4679894 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4679978.500000 Penalty: 3408.597168
	Iteration 81Q: 3 clusters Score -4679978 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4680030.500000 Penalty: 3408.597168
	Iteration 82Q: 3 clusters Score -4680030 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4680078.500000 Penalty: 3408.597168
	Iteration 83Q: 3 clusters Score -4680078 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4680122.000000 Penalty: 3408.597168
	Iteration 84Q: 3 clusters Score -4680122 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4680157.500000 Penalty: 3408.597168
	Iteration 85Q: 3 clusters Score -4680158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4680191.000000 Penalty: 3408.597168
	Iteration 86Q: 3 clusters Score -4680191 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4680205.500000 Penalty: 3408.597168
	Iteration 87Q: 3 clusters Score -4680206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4680223.500000 Penalty: 3408.597168
	Iteration 88Q: 3 clusters Score -4680224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4680236.500000 Penalty: 3408.597168
	Iteration 89Q: 3 clusters Score -4680236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4680252.000000 Penalty: 3408.597168
	Iteration 90Q: 3 clusters Score -4680252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4680256.500000 Penalty: 3408.597168
	Iteration 91Q: 3 clusters Score -4680256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4680275.500000 Penalty: 3408.597168
	Iteration 92Q: 3 clusters Score -4680276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4680274.000000 Penalty: 3408.597168
	Iteration 93Q: 3 clusters Score -4680274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4680275.000000 Penalty: 3408.597168
	Iteration 94Q: 3 clusters Score -4680275 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4680279.500000 Penalty: 3408.597168
	Iteration 95Q: 3 clusters Score -4680280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4680287.000000 Penalty: 3408.597168
	Iteration 96Q: 3 clusters Score -4680287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4680295.000000 Penalty: 3408.597168
	Iteration 97Q: 3 clusters Score -4680295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4680298.500000 Penalty: 3408.597168
	Iteration 98Q: 3 clusters Score -4680298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4680304.500000 Penalty: 3408.597168
	Iteration 99Q: 3 clusters Score -4680304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4680306.500000 Penalty: 3408.597168
	Iteration 100F: 3 clusters Score -4680306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4680305.000000 Penalty: 3408.597168
	Iteration 101Q: 3 clusters Score -4680305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4680304.000000 Penalty: 3408.597168
	Iteration 102Q: 3 clusters Score -4680304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4680305.000000 Penalty: 3408.597168
	Iteration 103Q: 3 clusters Score -4680305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4680308.500000 Penalty: 3408.597168
	Iteration 104Q: 3 clusters Score -4680308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4680311.500000 Penalty: 3408.597168
	Iteration 105Q: 3 clusters Score -4680312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4680316.000000 Penalty: 3408.597168
	Iteration 106Q: 3 clusters Score -4680316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4680316.500000 Penalty: 3408.597168
	Iteration 107Q: 3 clusters Score -4680316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4680316.500000 Penalty: 3408.597168
	Iteration 108Q: 3 clusters Score -4680316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4680316.500000 Penalty: 3408.597168
	Iteration 109F: 3 clusters Score -4680316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 62694 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9970 members 
Mstep: Class 6 contains 77950 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5036 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25103 members 
Mstep: Class 12 contains 8885 members 
Mstep: Class 14 contains 61119 members 
Mstep: Class 15 contains 108923 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 617 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 21 contains 12639 members 
Mstep: Class 23 contains 35882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014036.000000 Penalty: 39992.996094
Iteration 119Q: 20 clusters Score -5.401404e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9955 members 
Mstep: Class 6 contains 77943 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 5031 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25113 members 
Mstep: Class 12 contains 8895 members 
Mstep: Class 14 contains 61104 members 
Mstep: Class 15 contains 108918 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 220 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 9413 members 
Mstep: Class 21 contains 12655 members 
Mstep: Class 23 contains 35883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014156.000000 Penalty: 39992.996094
Iteration 120F: 20 clusters Score -5.401416e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 62697 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9937 members 
Mstep: Class 6 contains 77939 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 5025 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25125 members 
Mstep: Class 12 contains 8910 members 
Mstep: Class 14 contains 61096 members 
Mstep: Class 15 contains 108917 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 226 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 9415 members 
Mstep: Class 21 contains 12664 members 
Mstep: Class 23 contains 35883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014180.000000 Penalty: 39992.996094
Iteration 121Q: 20 clusters Score -5.401418e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 62690 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 9930 members 
Mstep: Class 6 contains 77936 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 5024 members 
Mstep: Class 9 contains 387 members 
Mstep: Class 10 contains 25132 members 
Mstep: Class 12 contains 8923 members 
Mstep: Class 14 contains 61079 members 
Mstep: Class 15 contains 108922 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 229 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 9416 members 
Mstep: Class 21 contains 12679 members 
Mstep: Class 23 contains 35879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014128.000000 Penalty: 39992.996094
Iteration 122Q: 20 clusters Score -5.401413e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 719 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 9920 members 
Mstep: Class 6 contains 77923 members 
Mstep: Class 7 contains 987 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 25138 members 
Mstep: Class 12 contains 8939 members 
Mstep: Class 14 contains 61065 members 
Mstep: Class 15 contains 108934 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 9420 members 
Mstep: Class 21 contains 12692 members 
Mstep: Class 23 contains 35874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014096.000000 Penalty: 39992.996094
Iteration 123Q: 20 clusters Score -5.40141e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 62677 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 718 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 9910 members 
Mstep: Class 6 contains 77911 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 5028 members 
Mstep: Class 9 contains 385 members 
Mstep: Class 10 contains 25144 members 
Mstep: Class 12 contains 8960 members 
Mstep: Class 14 contains 61045 members 
Mstep: Class 15 contains 108941 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 9425 members 
Mstep: Class 21 contains 12697 members 
Mstep: Class 23 contains 35869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014084.000000 Penalty: 39992.996094
Iteration 124Q: 20 clusters Score -5.401408e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 62672 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 717 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 9893 members 
Mstep: Class 6 contains 77903 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 386 members 
Mstep: Class 10 contains 25151 members 
Mstep: Class 12 contains 8978 members 
Mstep: Class 14 contains 61032 members 
Mstep: Class 15 contains 108940 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 232 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 9432 members 
Mstep: Class 21 contains 12710 members 
Mstep: Class 23 contains 35863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014012.000000 Penalty: 39992.996094
Iteration 125Q: 20 clusters Score -5.401401e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 62669 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 9898 members 
Mstep: Class 6 contains 77894 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5027 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25170 members 
Mstep: Class 12 contains 8990 members 
Mstep: Class 14 contains 61014 members 
Mstep: Class 15 contains 108926 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 9437 members 
Mstep: Class 21 contains 12724 members 
Mstep: Class 23 contains 35857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014052.000000 Penalty: 39992.996094
Iteration 126Q: 20 clusters Score -5.401405e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 9888 members 
Mstep: Class 6 contains 77885 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5020 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25185 members 
Mstep: Class 12 contains 9002 members 
Mstep: Class 14 contains 61005 members 
Mstep: Class 15 contains 108918 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 9445 members 
Mstep: Class 21 contains 12734 members 
Mstep: Class 23 contains 35857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014152.000000 Penalty: 39992.996094
Iteration 127Q: 20 clusters Score -5.401415e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 62664 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 9871 members 
Mstep: Class 6 contains 77880 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5022 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25202 members 
Mstep: Class 12 contains 9025 members 
Mstep: Class 14 contains 60990 members 
Mstep: Class 15 contains 108920 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 9448 members 
Mstep: Class 21 contains 12727 members 
Mstep: Class 23 contains 35857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014160.000000 Penalty: 39992.996094
Iteration 128Q: 20 clusters Score -5.401416e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 62663 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 9851 members 
Mstep: Class 6 contains 77873 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5018 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25221 members 
Mstep: Class 12 contains 9048 members 
Mstep: Class 14 contains 60982 members 
Mstep: Class 15 contains 108909 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 9453 members 
Mstep: Class 21 contains 12735 members 
Mstep: Class 23 contains 35853 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 20 clusters Score -5.401414e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 62656 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 9828 members 
Mstep: Class 6 contains 77865 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25232 members 
Mstep: Class 12 contains 9068 members 
Mstep: Class 14 contains 60962 members 
Mstep: Class 15 contains 108929 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 9455 members 
Mstep: Class 21 contains 12743 members 
Mstep: Class 23 contains 35853 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 20 clusters Score -5.401417e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 62656 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 9810 members 
Mstep: Class 6 contains 77862 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5017 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25247 members 
Mstep: Class 12 contains 9088 members 
Mstep: Class 14 contains 60941 members 
Mstep: Class 15 contains 108924 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 9457 members 
Mstep: Class 21 contains 12751 members 
Mstep: Class 23 contains 35853 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 20 clusters Score -5.401424e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 62650 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 9792 members 
Mstep: Class 6 contains 77861 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25264 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 14 contains 60921 members 
Mstep: Class 15 contains 108918 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 9461 members 
Mstep: Class 21 contains 12763 members 
Mstep: Class 23 contains 35854 members 
Entering Unmasked Estep 
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Iteration 132Q: 20 clusters Score -5.401429e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 62639 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 9778 members 
Mstep: Class 6 contains 77855 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5015 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25287 members 
Mstep: Class 12 contains 9120 members 
Mstep: Class 14 contains 60893 members 
Mstep: Class 15 contains 108911 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 9469 members 
Mstep: Class 21 contains 12788 members 
Mstep: Class 23 contains 35851 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 20 clusters Score -5.40143e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 62622 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 9763 members 
Mstep: Class 6 contains 77850 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5017 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25308 members 
Mstep: Class 12 contains 9137 members 
Mstep: Class 14 contains 60883 members 
Mstep: Class 15 contains 108908 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 9473 members 
Mstep: Class 21 contains 12799 members 
Mstep: Class 23 contains 35846 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 20 clusters Score -5.401427e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 62608 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9754 members 
Mstep: Class 6 contains 77851 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5016 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25322 members 
Mstep: Class 12 contains 9150 members 
Mstep: Class 14 contains 60876 members 
Mstep: Class 15 contains 108904 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 9479 members 
Mstep: Class 21 contains 12807 members 
Mstep: Class 23 contains 35840 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 20 clusters Score -5.401424e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9741 members 
Mstep: Class 6 contains 77843 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5013 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25334 members 
Mstep: Class 12 contains 9164 members 
Mstep: Class 14 contains 60871 members 
Mstep: Class 15 contains 108922 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 9484 members 
Mstep: Class 21 contains 12809 members 
Mstep: Class 23 contains 35833 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 20 clusters Score -5.401428e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9726 members 
Mstep: Class 6 contains 77849 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25346 members 
Mstep: Class 12 contains 9174 members 
Mstep: Class 14 contains 60859 members 
Mstep: Class 15 contains 108916 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 9487 members 
Mstep: Class 21 contains 12829 members 
Mstep: Class 23 contains 35833 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 20 clusters Score -5.401439e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 62555 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9710 members 
Mstep: Class 6 contains 77845 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5016 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25357 members 
Mstep: Class 12 contains 9189 members 
Mstep: Class 14 contains 60854 members 
Mstep: Class 15 contains 108926 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 9490 members 
Mstep: Class 21 contains 12832 members 
Mstep: Class 23 contains 35831 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 20 clusters Score -5.401439e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 62549 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9693 members 
Mstep: Class 6 contains 77846 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5017 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25363 members 
Mstep: Class 12 contains 9205 members 
Mstep: Class 14 contains 60850 members 
Mstep: Class 15 contains 108922 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 9492 members 
Mstep: Class 21 contains 12843 members 
Mstep: Class 23 contains 35827 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 20 clusters Score -5.401442e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 62543 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9680 members 
Mstep: Class 6 contains 77850 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5016 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25368 members 
Mstep: Class 12 contains 9223 members 
Mstep: Class 14 contains 60838 members 
Mstep: Class 15 contains 108923 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 231 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 9496 members 
Mstep: Class 21 contains 12847 members 
Mstep: Class 23 contains 35824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014424.000000 Penalty: 39992.996094
Iteration 140F: 20 clusters Score -5.401442e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9670 members 
Mstep: Class 6 contains 77851 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25372 members 
Mstep: Class 12 contains 9232 members 
Mstep: Class 14 contains 60830 members 
Mstep: Class 15 contains 108922 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 234 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 9499 members 
Mstep: Class 21 contains 12852 members 
Mstep: Class 23 contains 35826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014388.000000 Penalty: 39992.996094
Iteration 141Q: 20 clusters Score -5.401439e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 62537 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9663 members 
Mstep: Class 6 contains 77850 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5011 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25380 members 
Mstep: Class 12 contains 9249 members 
Mstep: Class 14 contains 60815 members 
Mstep: Class 15 contains 108920 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 236 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 9502 members 
Mstep: Class 21 contains 12857 members 
Mstep: Class 23 contains 35824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014460.000000 Penalty: 39992.996094
Iteration 142Q: 20 clusters Score -5.401446e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9659 members 
Mstep: Class 6 contains 77845 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5008 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25381 members 
Mstep: Class 12 contains 9261 members 
Mstep: Class 14 contains 60812 members 
Mstep: Class 15 contains 108921 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 9504 members 
Mstep: Class 21 contains 12865 members 
Mstep: Class 23 contains 35823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014504.000000 Penalty: 39992.996094
Iteration 143Q: 20 clusters Score -5.40145e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62520 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9654 members 
Mstep: Class 6 contains 77839 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5007 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25384 members 
Mstep: Class 12 contains 9269 members 
Mstep: Class 14 contains 60807 members 
Mstep: Class 15 contains 108934 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 9504 members 
Mstep: Class 21 contains 12868 members 
Mstep: Class 23 contains 35822 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 144Q: 20 clusters Score -5.401446e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9653 members 
Mstep: Class 6 contains 77836 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 5002 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25389 members 
Mstep: Class 12 contains 9271 members 
Mstep: Class 14 contains 60804 members 
Mstep: Class 15 contains 108938 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 9507 members 
Mstep: Class 21 contains 12876 members 
Mstep: Class 23 contains 35817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014460.000000 Penalty: 39992.996094
Iteration 145Q: 20 clusters Score -5.401446e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62511 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9653 members 
Mstep: Class 6 contains 77836 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 4999 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25394 members 
Mstep: Class 12 contains 9274 members 
Mstep: Class 14 contains 60798 members 
Mstep: Class 15 contains 108940 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 9508 members 
Mstep: Class 21 contains 12877 members 
Mstep: Class 23 contains 35816 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 146Q: 20 clusters Score -5.401442e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62507 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9651 members 
Mstep: Class 6 contains 77835 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 4990 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25402 members 
Mstep: Class 12 contains 9280 members 
Mstep: Class 14 contains 60787 members 
Mstep: Class 15 contains 108949 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 9508 members 
Mstep: Class 21 contains 12887 members 
Mstep: Class 23 contains 35810 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 147Q: 20 clusters Score -5.401442e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62509 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9645 members 
Mstep: Class 6 contains 77836 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 4982 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25406 members 
Mstep: Class 12 contains 9284 members 
Mstep: Class 14 contains 60785 members 
Mstep: Class 15 contains 108945 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 9508 members 
Mstep: Class 21 contains 12897 members 
Mstep: Class 23 contains 35809 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 148Q: 20 clusters Score -5.401443e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62512 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9641 members 
Mstep: Class 6 contains 77838 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 4978 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25410 members 
Mstep: Class 12 contains 9286 members 
Mstep: Class 14 contains 60769 members 
Mstep: Class 15 contains 108952 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 9509 members 
Mstep: Class 21 contains 12904 members 
Mstep: Class 23 contains 35807 members 
Entering Unmasked Estep 
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Iteration 149Q: 20 clusters Score -5.401445e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9641 members 
Mstep: Class 6 contains 77840 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 4978 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25415 members 
Mstep: Class 12 contains 9289 members 
Mstep: Class 14 contains 60751 members 
Mstep: Class 15 contains 108953 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 9510 members 
Mstep: Class 21 contains 12909 members 
Mstep: Class 23 contains 35806 members 
Entering Unmasked Estep 
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Iteration 150Q: 20 clusters Score -5.401448e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9631 members 
Mstep: Class 6 contains 77842 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4983 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25419 members 
Mstep: Class 12 contains 9296 members 
Mstep: Class 14 contains 60733 members 
Mstep: Class 15 contains 108961 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 9510 members 
Mstep: Class 21 contains 12911 members 
Mstep: Class 23 contains 35807 members 
Entering Unmasked Estep 
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Iteration 151Q: 20 clusters Score -5.401439e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62508 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9626 members 
Mstep: Class 6 contains 77841 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 4977 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25428 members 
Mstep: Class 12 contains 9305 members 
Mstep: Class 14 contains 60721 members 
Mstep: Class 15 contains 108967 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 9510 members 
Mstep: Class 21 contains 12914 members 
Mstep: Class 23 contains 35809 members 
Entering Unmasked Estep 
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Iteration 152Q: 20 clusters Score -5.401442e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9621 members 
Mstep: Class 6 contains 77839 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25435 members 
Mstep: Class 12 contains 9313 members 
Mstep: Class 14 contains 60713 members 
Mstep: Class 15 contains 108976 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 9510 members 
Mstep: Class 21 contains 12915 members 
Mstep: Class 23 contains 35812 members 
Entering Unmasked Estep 
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Iteration 153Q: 20 clusters Score -5.401442e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9613 members 
Mstep: Class 6 contains 77835 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25444 members 
Mstep: Class 12 contains 9317 members 
Mstep: Class 14 contains 60711 members 
Mstep: Class 15 contains 108979 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 9510 members 
Mstep: Class 21 contains 12916 members 
Mstep: Class 23 contains 35811 members 
Entering Unmasked Estep 
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Iteration 154Q: 20 clusters Score -5.401437e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9602 members 
Mstep: Class 6 contains 77837 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 4974 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25453 members 
Mstep: Class 12 contains 9325 members 
Mstep: Class 14 contains 60698 members 
Mstep: Class 15 contains 108980 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 9510 members 
Mstep: Class 21 contains 12920 members 
Mstep: Class 23 contains 35812 members 
Entering Unmasked Estep 
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Iteration 155Q: 20 clusters Score -5.401432e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62487 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9597 members 
Mstep: Class 6 contains 77835 members 
Mstep: Class 7 contains 991 members 
Mstep: Class 8 contains 4978 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25458 members 
Mstep: Class 12 contains 9333 members 
Mstep: Class 14 contains 60692 members 
Mstep: Class 15 contains 108974 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 9512 members 
Mstep: Class 21 contains 12924 members 
Mstep: Class 23 contains 35814 members 
Entering Unmasked Estep 
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Iteration 156Q: 20 clusters Score -5.401427e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9589 members 
Mstep: Class 6 contains 77836 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 4987 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25462 members 
Mstep: Class 12 contains 9340 members 
Mstep: Class 14 contains 60685 members 
Mstep: Class 15 contains 108975 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 9516 members 
Mstep: Class 21 contains 12925 members 
Mstep: Class 23 contains 35816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014348.000000 Penalty: 39992.996094
Iteration 157Q: 20 clusters Score -5.401435e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62466 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 77837 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 4989 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25474 members 
Mstep: Class 12 contains 9349 members 
Mstep: Class 14 contains 60666 members 
Mstep: Class 15 contains 108979 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 9520 members 
Mstep: Class 21 contains 12925 members 
Mstep: Class 23 contains 35815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014384.000000 Penalty: 39992.996094
Iteration 158Q: 20 clusters Score -5.401438e+07 nChanged 92
Entering ConstructFrom: 
Score: -54014384.000000 Penalty: 39992.996094
Entering ConstructFrom: 
Trying to split cluster 1 (62457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Entering Unmasked Estep 
Score: -8116519.000000 Penalty: 1794.362915
	Iteration 0F: 2 clusters Score -8116519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -8075567.500000 Penalty: 3588.725830
	Iteration 0F: 3 clusters Score -8075568 nChanged 29384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -8092487.500000 Penalty: 3588.725830
	Iteration 1F: 3 clusters Score -8092488 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -8093367.500000 Penalty: 3588.725830
	Iteration 2Q: 3 clusters Score -8093368 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -8094494.500000 Penalty: 3588.725830
	Iteration 3Q: 3 clusters Score -8094494 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -8096322.500000 Penalty: 3588.725830
	Iteration 4F: 3 clusters Score -8096322 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -8098833.000000 Penalty: 3588.725830
	Iteration 5F: 3 clusters Score -8098833 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -8101880.500000 Penalty: 3588.725830
	Iteration 6F: 3 clusters Score -8101880 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -8105079.500000 Penalty: 3588.725830
	Iteration 7F: 3 clusters Score -8105080 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -8107652.000000 Penalty: 3588.725830
	Iteration 8F: 3 clusters Score -8107652 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -8109231.000000 Penalty: 3588.725830
	Iteration 9Q: 3 clusters Score -8109231 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -8110167.000000 Penalty: 3588.725830
	Iteration 10Q: 3 clusters Score -8110167 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -8110748.000000 Penalty: 3588.725830
	Iteration 11Q: 3 clusters Score -8110748 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -8111201.500000 Penalty: 3588.725830
	Iteration 12Q: 3 clusters Score -8111202 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -8111582.000000 Penalty: 3588.725830
	Iteration 13Q: 3 clusters Score -8111582 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -8111879.500000 Penalty: 3588.725830
	Iteration 14Q: 3 clusters Score -8111880 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -8112071.500000 Penalty: 3588.725830
	Iteration 15Q: 3 clusters Score -8112072 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54245 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -8112255.500000 Penalty: 3588.725830
	Iteration 16Q: 3 clusters Score -8112256 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -8112427.000000 Penalty: 3588.725830
	Iteration 17Q: 3 clusters Score -8112427 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -8112649.500000 Penalty: 3588.725830
	Iteration 18Q: 3 clusters Score -8112650 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -8112847.000000 Penalty: 3588.725830
	Iteration 19Q: 3 clusters Score -8112847 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -8112971.000000 Penalty: 3588.725830
	Iteration 20F: 3 clusters Score -8112971 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56676 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -8113151.500000 Penalty: 3588.725830
	Iteration 21Q: 3 clusters Score -8113152 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -8113337.000000 Penalty: 3588.725830
	Iteration 22Q: 3 clusters Score -8113337 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57585 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -8113515.500000 Penalty: 3588.725830
	Iteration 23Q: 3 clusters Score -8113516 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57988 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -8113654.000000 Penalty: 3588.725830
	Iteration 24Q: 3 clusters Score -8113654 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58341 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -8113785.000000 Penalty: 3588.725830
	Iteration 25Q: 3 clusters Score -8113785 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58682 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -8113892.500000 Penalty: 3588.725830
	Iteration 26Q: 3 clusters Score -8113892 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -8114017.500000 Penalty: 3588.725830
	Iteration 27Q: 3 clusters Score -8114018 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -8114185.000000 Penalty: 3588.725830
	Iteration 28Q: 3 clusters Score -8114185 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59639 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -8114274.500000 Penalty: 3588.725830
	Iteration 29Q: 3 clusters Score -8114274 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -8114352.500000 Penalty: 3588.725830
	Iteration 30Q: 3 clusters Score -8114352 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60104 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -8114461.500000 Penalty: 3588.725830
	Iteration 31Q: 3 clusters Score -8114462 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8114519.500000 Penalty: 3588.725830
	Iteration 32Q: 3 clusters Score -8114520 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60462 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -8114582.000000 Penalty: 3588.725830
	Iteration 33Q: 3 clusters Score -8114582 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -8114646.000000 Penalty: 3588.725830
	Iteration 34Q: 3 clusters Score -8114646 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60739 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -8114682.500000 Penalty: 3588.725830
	Iteration 35Q: 3 clusters Score -8114682 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60843 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -8114693.500000 Penalty: 3588.725830
	Iteration 36Q: 3 clusters Score -8114694 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60923 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8114721.000000 Penalty: 3588.725830
	Iteration 37Q: 3 clusters Score -8114721 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60992 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -8114752.500000 Penalty: 3588.725830
	Iteration 38Q: 3 clusters Score -8114752 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61070 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8114793.000000 Penalty: 3588.725830
	Iteration 39Q: 3 clusters Score -8114793 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61135 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8114827.500000 Penalty: 3588.725830
	Iteration 40F: 3 clusters Score -8114828 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61196 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8114858.000000 Penalty: 3588.725830
	Iteration 41Q: 3 clusters Score -8114858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61253 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8114890.500000 Penalty: 3588.725830
	Iteration 42Q: 3 clusters Score -8114890 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61304 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -8114906.000000 Penalty: 3588.725830
	Iteration 43Q: 3 clusters Score -8114906 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61354 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8114933.500000 Penalty: 3588.725830
	Iteration 44Q: 3 clusters Score -8114934 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61398 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8114939.000000 Penalty: 3588.725830
	Iteration 45Q: 3 clusters Score -8114939 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61434 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8114962.000000 Penalty: 3588.725830
	Iteration 46Q: 3 clusters Score -8114962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8114976.500000 Penalty: 3588.725830
	Iteration 47Q: 3 clusters Score -8114976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61495 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8114985.500000 Penalty: 3588.725830
	Iteration 48Q: 3 clusters Score -8114986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61521 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8114982.500000 Penalty: 3588.725830
	Iteration 49Q: 3 clusters Score -8114982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61533 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8114989.000000 Penalty: 3588.725830
	Iteration 50Q: 3 clusters Score -8114989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61549 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8114992.500000 Penalty: 3588.725830
	Iteration 51Q: 3 clusters Score -8114992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61562 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8114996.000000 Penalty: 3588.725830
	Iteration 52Q: 3 clusters Score -8114996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61580 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8114997.500000 Penalty: 3588.725830
	Iteration 53Q: 3 clusters Score -8114998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61590 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8115016.500000 Penalty: 3588.725830
	Iteration 54Q: 3 clusters Score -8115016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61596 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8115016.000000 Penalty: 3588.725830
	Iteration 55Q: 3 clusters Score -8115016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61601 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8115023.000000 Penalty: 3588.725830
	Iteration 56Q: 3 clusters Score -8115023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8115025.500000 Penalty: 3588.725830
	Iteration 57Q: 3 clusters Score -8115026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8115034.000000 Penalty: 3588.725830
	Iteration 58Q: 3 clusters Score -8115034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61622 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8115037.500000 Penalty: 3588.725830
	Iteration 59Q: 3 clusters Score -8115038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8115037.500000 Penalty: 3588.725830
	Iteration 60F: 3 clusters Score -8115038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61637 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8115042.000000 Penalty: 3588.725830
	Iteration 61Q: 3 clusters Score -8115042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61641 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8115047.000000 Penalty: 3588.725830
	Iteration 62Q: 3 clusters Score -8115047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8115040.500000 Penalty: 3588.725830
	Iteration 63Q: 3 clusters Score -8115040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61653 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8115046.500000 Penalty: 3588.725830
	Iteration 64Q: 3 clusters Score -8115046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8115048.000000 Penalty: 3588.725830
	Iteration 65Q: 3 clusters Score -8115048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61675 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8115051.500000 Penalty: 3588.725830
	Iteration 66Q: 3 clusters Score -8115052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61681 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8115050.500000 Penalty: 3588.725830
	Iteration 67Q: 3 clusters Score -8115050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61686 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8115051.500000 Penalty: 3588.725830
	Iteration 68Q: 3 clusters Score -8115052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61694 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8115047.500000 Penalty: 3588.725830
	Iteration 69Q: 3 clusters Score -8115048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61697 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8115042.000000 Penalty: 3588.725830
	Iteration 70Q: 3 clusters Score -8115042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61701 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8115044.500000 Penalty: 3588.725830
	Iteration 71Q: 3 clusters Score -8115044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61703 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8115039.500000 Penalty: 3588.725830
	Iteration 72Q: 3 clusters Score -8115040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61704 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8115036.000000 Penalty: 3588.725830
	Iteration 73Q: 3 clusters Score -8115036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61704 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8115036.000000 Penalty: 3588.725830
	Iteration 74F: 3 clusters Score -8115036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -51409.683594 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -51409.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50488.121094 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -50488.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -50590.175781 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -50590.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50609.367188 Penalty: 1876.729248
	Iteration 2Q: 3 clusters Score -50609.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50611.414062 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -50611.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50612.171875 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -50612.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50612.171875 Penalty: 1876.729248
	Iteration 5F: 3 clusters Score -50612.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -67808.523438 Penalty: 1068.223022
	Iteration 0F: 2 clusters Score -67808.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -66612.859375 Penalty: 2136.446045
	Iteration 0F: 3 clusters Score -66612.86 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66879.914062 Penalty: 2136.446045
	Iteration 1F: 3 clusters Score -66879.91 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66966.578125 Penalty: 2136.446045
	Iteration 2F: 3 clusters Score -66966.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -67029.960938 Penalty: 2136.446045
	Iteration 3Q: 3 clusters Score -67029.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67128.687500 Penalty: 2136.446045
	Iteration 4F: 3 clusters Score -67128.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -67190.640625 Penalty: 2136.446045
	Iteration 5Q: 3 clusters Score -67190.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -67221.507812 Penalty: 2136.446045
	Iteration 6Q: 3 clusters Score -67221.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67262.085938 Penalty: 2136.446045
	Iteration 7Q: 3 clusters Score -67262.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -67303.710938 Penalty: 2136.446045
	Iteration 8Q: 3 clusters Score -67303.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -67353.296875 Penalty: 2136.446045
	Iteration 9Q: 3 clusters Score -67353.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -67413.632812 Penalty: 2136.446045
	Iteration 10Q: 3 clusters Score -67413.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -67478.421875 Penalty: 2136.446045
	Iteration 11Q: 3 clusters Score -67478.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -67524.546875 Penalty: 2136.446045
	Iteration 12Q: 3 clusters Score -67524.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -67540.429688 Penalty: 2136.446045
	Iteration 13Q: 3 clusters Score -67540.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67542.703125 Penalty: 2136.446045
	Iteration 14Q: 3 clusters Score -67542.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -67543.179688 Penalty: 2136.446045
	Iteration 15Q: 3 clusters Score -67543.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -67559.632812 Penalty: 2136.446045
	Iteration 16F: 3 clusters Score -67559.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67582.984375 Penalty: 2136.446045
	Iteration 17Q: 3 clusters Score -67582.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67602.984375 Penalty: 2136.446045
	Iteration 18Q: 3 clusters Score -67602.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -67634.914062 Penalty: 2136.446045
	Iteration 19Q: 3 clusters Score -67634.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -67665.218750 Penalty: 2136.446045
	Iteration 20F: 3 clusters Score -67665.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67692.718750 Penalty: 2136.446045
	Iteration 21Q: 3 clusters Score -67692.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67732.031250 Penalty: 2136.446045
	Iteration 22Q: 3 clusters Score -67732.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67769.656250 Penalty: 2136.446045
	Iteration 23Q: 3 clusters Score -67769.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -67809.132812 Penalty: 2136.446045
	Iteration 24Q: 3 clusters Score -67809.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67817.125000 Penalty: 2136.446045
	Iteration 25Q: 3 clusters Score -67817.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67824.968750 Penalty: 2136.446045
	Iteration 26Q: 3 clusters Score -67824.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67826.781250 Penalty: 2136.446045
	Iteration 27Q: 3 clusters Score -67826.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67827.984375 Penalty: 2136.446045
	Iteration 28Q: 3 clusters Score -67827.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67830.289062 Penalty: 2136.446045
	Iteration 29Q: 3 clusters Score -67830.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67830.960938 Penalty: 2136.446045
	Iteration 30Q: 3 clusters Score -67830.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67831.945312 Penalty: 2136.446045
	Iteration 31Q: 3 clusters Score -67831.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -67831.945312 Penalty: 2136.446045
	Iteration 32F: 3 clusters Score -67831.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9583 members 
Mstep: Class 6 contains 77830 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 4997 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25487 members 
Mstep: Class 11 contains 298 members 
Mstep: Class 12 contains 9358 members 
Mstep: Class 14 contains 60655 members 
Mstep: Class 15 contains 108970 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 9525 members 
Mstep: Class 21 contains 12929 members 
Mstep: Class 23 contains 35814 members 
Entering Unmasked Estep 
Score: -54013352.000000 Penalty: 42097.890625
Splitting cluster 3 changes total score from -54014384.000000 to -54013352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -75789.812500 Penalty: 1060.555420
	Iteration 0F: 2 clusters Score -75789.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -74583.562500 Penalty: 2121.110840
	Iteration 0F: 3 clusters Score -74583.56 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -74817.812500 Penalty: 2121.110840
	Iteration 1F: 3 clusters Score -74817.81 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74899.578125 Penalty: 2121.110840
	Iteration 2F: 3 clusters Score -74899.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -74973.367188 Penalty: 2121.110840
	Iteration 3Q: 3 clusters Score -74973.37 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75101.609375 Penalty: 2121.110840
	Iteration 4F: 3 clusters Score -75101.61 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -75304.218750 Penalty: 2121.110840
	Iteration 5F: 3 clusters Score -75304.22 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -75490.812500 Penalty: 2121.110840
	Iteration 6F: 3 clusters Score -75490.81 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -75632.398438 Penalty: 2121.110840
	Iteration 7Q: 3 clusters Score -75632.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75725.468750 Penalty: 2121.110840
	Iteration 8Q: 3 clusters Score -75725.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -75781.859375 Penalty: 2121.110840
	Iteration 9Q: 3 clusters Score -75781.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -75823.625000 Penalty: 2121.110840
	Iteration 10Q: 3 clusters Score -75823.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -75848.421875 Penalty: 2121.110840
	Iteration 11Q: 3 clusters Score -75848.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -75869.796875 Penalty: 2121.110840
	Iteration 12Q: 3 clusters Score -75869.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -75891.000000 Penalty: 2121.110840
	Iteration 13Q: 3 clusters Score -75891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -75906.359375 Penalty: 2121.110840
	Iteration 14Q: 3 clusters Score -75906.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -75910.117188 Penalty: 2121.110840
	Iteration 15Q: 3 clusters Score -75910.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -75916.695312 Penalty: 2121.110840
	Iteration 16Q: 3 clusters Score -75916.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -75919.515625 Penalty: 2121.110840
	Iteration 17Q: 3 clusters Score -75919.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -75922.921875 Penalty: 2121.110840
	Iteration 18Q: 3 clusters Score -75922.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -75924.671875 Penalty: 2121.110840
	Iteration 19Q: 3 clusters Score -75924.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -75924.671875 Penalty: 2121.110840
	Iteration 20F: 3 clusters Score -75924.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 320 members 
Mstep: Class 5 contains 9583 members 
Mstep: Class 6 contains 77830 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 4997 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25487 members 
Mstep: Class 11 contains 363 members 
Mstep: Class 12 contains 9358 members 
Mstep: Class 14 contains 60655 members 
Mstep: Class 15 contains 108970 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 9525 members 
Mstep: Class 21 contains 12929 members 
Mstep: Class 23 contains 35814 members 
Entering Unmasked Estep 
Score: -54013504.000000 Penalty: 42097.890625
Splitting cluster 4 changes total score from -54014384.000000 to -54013504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (9583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Entering Unmasked Estep 
Score: -1238877.625000 Penalty: 1489.758667
	Iteration 0F: 2 clusters Score -1238878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1231949.000000 Penalty: 2979.517334
	Iteration 0F: 3 clusters Score -1231949 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1234038.000000 Penalty: 2979.517334
	Iteration 1F: 3 clusters Score -1234038 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1234257.125000 Penalty: 2979.517334
	Iteration 2F: 3 clusters Score -1234257 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1234427.500000 Penalty: 2979.517334
	Iteration 3Q: 3 clusters Score -1234428 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1234562.375000 Penalty: 2979.517334
	Iteration 4Q: 3 clusters Score -1234562 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1234667.875000 Penalty: 2979.517334
	Iteration 5Q: 3 clusters Score -1234668 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1234743.750000 Penalty: 2979.517334
	Iteration 6Q: 3 clusters Score -1234744 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1234817.250000 Penalty: 2979.517334
	Iteration 7Q: 3 clusters Score -1234817 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1234872.625000 Penalty: 2979.517334
	Iteration 8Q: 3 clusters Score -1234873 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1234920.500000 Penalty: 2979.517334
	Iteration 9Q: 3 clusters Score -1234920 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1234969.125000 Penalty: 2979.517334
	Iteration 10Q: 3 clusters Score -1234969 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1235017.000000 Penalty: 2979.517334
	Iteration 11Q: 3 clusters Score -1235017 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1235059.750000 Penalty: 2979.517334
	Iteration 12Q: 3 clusters Score -1235060 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1235101.250000 Penalty: 2979.517334
	Iteration 13Q: 3 clusters Score -1235101 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1235148.625000 Penalty: 2979.517334
	Iteration 14Q: 3 clusters Score -1235149 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1235206.125000 Penalty: 2979.517334
	Iteration 15Q: 3 clusters Score -1235206 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1235290.250000 Penalty: 2979.517334
	Iteration 16Q: 3 clusters Score -1235290 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1235407.875000 Penalty: 2979.517334
	Iteration 17Q: 3 clusters Score -1235408 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1235581.750000 Penalty: 2979.517334
	Iteration 18Q: 3 clusters Score -1235582 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1235800.250000 Penalty: 2979.517334
	Iteration 19Q: 3 clusters Score -1235800 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1236058.125000 Penalty: 2979.517334
	Iteration 20F: 3 clusters Score -1236058 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1236338.375000 Penalty: 2979.517334
	Iteration 21Q: 3 clusters Score -1236338 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1236550.875000 Penalty: 2979.517334
	Iteration 22Q: 3 clusters Score -1236551 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1236709.500000 Penalty: 2979.517334
	Iteration 23Q: 3 clusters Score -1236710 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1236859.500000 Penalty: 2979.517334
	Iteration 24Q: 3 clusters Score -1236860 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1236981.000000 Penalty: 2979.517334
	Iteration 25Q: 3 clusters Score -1236981 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1237072.375000 Penalty: 2979.517334
	Iteration 26Q: 3 clusters Score -1237072 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1237174.625000 Penalty: 2979.517334
	Iteration 27Q: 3 clusters Score -1237175 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1237259.250000 Penalty: 2979.517334
	Iteration 28Q: 3 clusters Score -1237259 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1237318.375000 Penalty: 2979.517334
	Iteration 29Q: 3 clusters Score -1237318 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1237370.000000 Penalty: 2979.517334
	Iteration 30Q: 3 clusters Score -1237370 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1237403.500000 Penalty: 2979.517334
	Iteration 31Q: 3 clusters Score -1237404 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1237429.625000 Penalty: 2979.517334
	Iteration 32Q: 3 clusters Score -1237430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1237453.500000 Penalty: 2979.517334
	Iteration 33Q: 3 clusters Score -1237454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1237475.375000 Penalty: 2979.517334
	Iteration 34Q: 3 clusters Score -1237475 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1237495.000000 Penalty: 2979.517334
	Iteration 35Q: 3 clusters Score -1237495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1237507.375000 Penalty: 2979.517334
	Iteration 36Q: 3 clusters Score -1237507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1237514.375000 Penalty: 2979.517334
	Iteration 37Q: 3 clusters Score -1237514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1237520.000000 Penalty: 2979.517334
	Iteration 38Q: 3 clusters Score -1237520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1237527.875000 Penalty: 2979.517334
	Iteration 39Q: 3 clusters Score -1237528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1237531.500000 Penalty: 2979.517334
	Iteration 40F: 3 clusters Score -1237532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1237531.875000 Penalty: 2979.517334
	Iteration 41Q: 3 clusters Score -1237532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1237537.000000 Penalty: 2979.517334
	Iteration 42Q: 3 clusters Score -1237537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1237537.875000 Penalty: 2979.517334
	Iteration 43Q: 3 clusters Score -1237538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1237538.250000 Penalty: 2979.517334
	Iteration 44Q: 3 clusters Score -1237538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1237539.625000 Penalty: 2979.517334
	Iteration 45Q: 3 clusters Score -1237540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1237542.750000 Penalty: 2979.517334
	Iteration 46Q: 3 clusters Score -1237543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1237545.375000 Penalty: 2979.517334
	Iteration 47Q: 3 clusters Score -1237545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1237546.250000 Penalty: 2979.517334
	Iteration 48Q: 3 clusters Score -1237546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1237549.000000 Penalty: 2979.517334
	Iteration 49Q: 3 clusters Score -1237549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1237552.500000 Penalty: 2979.517334
	Iteration 50Q: 3 clusters Score -1237552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1237553.250000 Penalty: 2979.517334
	Iteration 51Q: 3 clusters Score -1237553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1237554.875000 Penalty: 2979.517334
	Iteration 52Q: 3 clusters Score -1237555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1237556.375000 Penalty: 2979.517334
	Iteration 53Q: 3 clusters Score -1237556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1237559.000000 Penalty: 2979.517334
	Iteration 54Q: 3 clusters Score -1237559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1237562.000000 Penalty: 2979.517334
	Iteration 55Q: 3 clusters Score -1237562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1237563.000000 Penalty: 2979.517334
	Iteration 56Q: 3 clusters Score -1237563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1237562.375000 Penalty: 2979.517334
	Iteration 57Q: 3 clusters Score -1237562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1237565.125000 Penalty: 2979.517334
	Iteration 58Q: 3 clusters Score -1237565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1237564.125000 Penalty: 2979.517334
	Iteration 59Q: 3 clusters Score -1237564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1237565.375000 Penalty: 2979.517334
	Iteration 60F: 3 clusters Score -1237565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1237565.875000 Penalty: 2979.517334
	Iteration 61Q: 3 clusters Score -1237566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1237567.375000 Penalty: 2979.517334
	Iteration 62Q: 3 clusters Score -1237567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1237568.125000 Penalty: 2979.517334
	Iteration 63Q: 3 clusters Score -1237568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1237567.625000 Penalty: 2979.517334
	Iteration 64Q: 3 clusters Score -1237568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1237567.625000 Penalty: 2979.517334
	Iteration 65F: 3 clusters Score -1237568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (77830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77830 members 
Entering Unmasked Estep 
Score: -10186395.000000 Penalty: 1830.120850
	Iteration 0F: 2 clusters Score -1.01864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -10140270.000000 Penalty: 3660.241699
	Iteration 0F: 3 clusters Score -1.014027e+07 nChanged 37013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -10161680.000000 Penalty: 3660.241699
	Iteration 1F: 3 clusters Score -1.016168e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -10162301.000000 Penalty: 3660.241699
	Iteration 2Q: 3 clusters Score -1.01623e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -10163177.000000 Penalty: 3660.241699
	Iteration 3Q: 3 clusters Score -1.016318e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -10164503.000000 Penalty: 3660.241699
	Iteration 4Q: 3 clusters Score -1.01645e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -10166534.000000 Penalty: 3660.241699
	Iteration 5F: 3 clusters Score -1.016653e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -10169716.000000 Penalty: 3660.241699
	Iteration 6F: 3 clusters Score -1.016972e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -10173653.000000 Penalty: 3660.241699
	Iteration 7F: 3 clusters Score -1.017365e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 67181 members 
Entering Unmasked Estep 
Score: -10177295.000000 Penalty: 3660.241699
	Iteration 8F: 3 clusters Score -1.01773e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 71908 members 
Entering Unmasked Estep 
Score: -10180193.000000 Penalty: 3660.241699
	Iteration 9F: 3 clusters Score -1.018019e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 74801 members 
Entering Unmasked Estep 
Score: -10182131.000000 Penalty: 3660.241699
	Iteration 10Q: 3 clusters Score -1.018213e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 76268 members 
Entering Unmasked Estep 
Score: -10183382.000000 Penalty: 3660.241699
	Iteration 11Q: 3 clusters Score -1.018338e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 76926 members 
Entering Unmasked Estep 
Score: -10183931.000000 Penalty: 3660.241699
	Iteration 12Q: 3 clusters Score -1.018393e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 77195 members 
Entering Unmasked Estep 
Score: -10184274.000000 Penalty: 3660.241699
	Iteration 13Q: 3 clusters Score -1.018427e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 77285 members 
Entering Unmasked Estep 
Score: -10184407.000000 Penalty: 3660.241699
	Iteration 14Q: 3 clusters Score -1.018441e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 77315 members 
Entering Unmasked Estep 
Score: -10184486.000000 Penalty: 3660.241699
	Iteration 15Q: 3 clusters Score -1.018449e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 77336 members 
Entering Unmasked Estep 
Score: -10184556.000000 Penalty: 3660.241699
	Iteration 16Q: 3 clusters Score -1.018456e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 77353 members 
Entering Unmasked Estep 
Score: -10184604.000000 Penalty: 3660.241699
	Iteration 17Q: 3 clusters Score -1.01846e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 77373 members 
Entering Unmasked Estep 
Score: -10184623.000000 Penalty: 3660.241699
	Iteration 18Q: 3 clusters Score -1.018462e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 77384 members 
Entering Unmasked Estep 
Score: -10184656.000000 Penalty: 3660.241699
	Iteration 19Q: 3 clusters Score -1.018466e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 77388 members 
Entering Unmasked Estep 
Score: -10184664.000000 Penalty: 3660.241699
	Iteration 20F: 3 clusters Score -1.018466e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 77398 members 
Entering Unmasked Estep 
Score: -10184675.000000 Penalty: 3660.241699
	Iteration 21Q: 3 clusters Score -1.018468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 77398 members 
Entering Unmasked Estep 
Score: -10184684.000000 Penalty: 3660.241699
	Iteration 22Q: 3 clusters Score -1.018468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 77400 members 
Entering Unmasked Estep 
Score: -10184705.000000 Penalty: 3660.241699
	Iteration 23Q: 3 clusters Score -1.01847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 77399 members 
Entering Unmasked Estep 
Score: -10184713.000000 Penalty: 3660.241699
	Iteration 24Q: 3 clusters Score -1.018471e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 77399 members 
Entering Unmasked Estep 
Score: -10184718.000000 Penalty: 3660.241699
	Iteration 25Q: 3 clusters Score -1.018472e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 77403 members 
Entering Unmasked Estep 
Score: -10184723.000000 Penalty: 3660.241699
	Iteration 26Q: 3 clusters Score -1.018472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 77405 members 
Entering Unmasked Estep 
Score: -10184723.000000 Penalty: 3660.241699
	Iteration 27Q: 3 clusters Score -1.018472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 77407 members 
Entering Unmasked Estep 
Score: -10184735.000000 Penalty: 3660.241699
	Iteration 28Q: 3 clusters Score -1.018474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 77409 members 
Entering Unmasked Estep 
Score: -10184733.000000 Penalty: 3660.241699
	Iteration 29Q: 3 clusters Score -1.018473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 77410 members 
Entering Unmasked Estep 
Score: -10184737.000000 Penalty: 3660.241699
	Iteration 30Q: 3 clusters Score -1.018474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 77411 members 
Entering Unmasked Estep 
Score: -10184751.000000 Penalty: 3660.241699
	Iteration 31Q: 3 clusters Score -1.018475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 77412 members 
Entering Unmasked Estep 
Score: -10184738.000000 Penalty: 3660.241699
	Iteration 32Q: 3 clusters Score -1.018474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 77411 members 
Entering Unmasked Estep 
Score: -10184742.000000 Penalty: 3660.241699
	Iteration 33Q: 3 clusters Score -1.018474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 77410 members 
Entering Unmasked Estep 
Score: -10184744.000000 Penalty: 3660.241699
	Iteration 34Q: 3 clusters Score -1.018474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 77409 members 
Entering Unmasked Estep 
Score: -10184746.000000 Penalty: 3660.241699
	Iteration 35Q: 3 clusters Score -1.018475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 77408 members 
Entering Unmasked Estep 
Score: -10184739.000000 Penalty: 3660.241699
	Iteration 36Q: 3 clusters Score -1.018474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 77408 members 
Entering Unmasked Estep 
Score: -10184739.000000 Penalty: 3660.241699
	Iteration 37F: 3 clusters Score -1.018474e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Entering Unmasked Estep 
Score: -123736.726562 Penalty: 1120.877075
	Iteration 0F: 2 clusters Score -123736.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -122312.671875 Penalty: 2241.754150
	Iteration 0F: 3 clusters Score -122312.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -122528.984375 Penalty: 2241.754150
	Iteration 1F: 3 clusters Score -122529 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -122608.000000 Penalty: 2241.754150
	Iteration 2F: 3 clusters Score -122608 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -122660.351562 Penalty: 2241.754150
	Iteration 3Q: 3 clusters Score -122660.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -122693.671875 Penalty: 2241.754150
	Iteration 4Q: 3 clusters Score -122693.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -122713.171875 Penalty: 2241.754150
	Iteration 5Q: 3 clusters Score -122713.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -122728.242188 Penalty: 2241.754150
	Iteration 6Q: 3 clusters Score -122728.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -122739.195312 Penalty: 2241.754150
	Iteration 7Q: 3 clusters Score -122739.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -122754.632812 Penalty: 2241.754150
	Iteration 8Q: 3 clusters Score -122754.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -122774.664062 Penalty: 2241.754150
	Iteration 9Q: 3 clusters Score -122774.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -122788.953125 Penalty: 2241.754150
	Iteration 10Q: 3 clusters Score -122789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -122807.601562 Penalty: 2241.754150
	Iteration 11Q: 3 clusters Score -122807.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -122819.718750 Penalty: 2241.754150
	Iteration 12Q: 3 clusters Score -122819.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -122822.039062 Penalty: 2241.754150
	Iteration 13Q: 3 clusters Score -122822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -122827.812500 Penalty: 2241.754150
	Iteration 14Q: 3 clusters Score -122827.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -122831.367188 Penalty: 2241.754150
	Iteration 15Q: 3 clusters Score -122831.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -122844.546875 Penalty: 2241.754150
	Iteration 16Q: 3 clusters Score -122844.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -122851.414062 Penalty: 2241.754150
	Iteration 17Q: 3 clusters Score -122851.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -122864.062500 Penalty: 2241.754150
	Iteration 18Q: 3 clusters Score -122864.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -122871.851562 Penalty: 2241.754150
	Iteration 19Q: 3 clusters Score -122871.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -122875.796875 Penalty: 2241.754150
	Iteration 20F: 3 clusters Score -122875.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -122883.718750 Penalty: 2241.754150
	Iteration 21Q: 3 clusters Score -122883.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -122886.671875 Penalty: 2241.754150
	Iteration 22Q: 3 clusters Score -122886.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -122889.968750 Penalty: 2241.754150
	Iteration 23Q: 3 clusters Score -122890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -122895.320312 Penalty: 2241.754150
	Iteration 24Q: 3 clusters Score -122895.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -122897.796875 Penalty: 2241.754150
	Iteration 25Q: 3 clusters Score -122897.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -122900.484375 Penalty: 2241.754150
	Iteration 26Q: 3 clusters Score -122900.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -122904.742188 Penalty: 2241.754150
	Iteration 27Q: 3 clusters Score -122904.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -122907.492188 Penalty: 2241.754150
	Iteration 28Q: 3 clusters Score -122907.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -122909.500000 Penalty: 2241.754150
	Iteration 29Q: 3 clusters Score -122909.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -122911.929688 Penalty: 2241.754150
	Iteration 30Q: 3 clusters Score -122911.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -122915.812500 Penalty: 2241.754150
	Iteration 31Q: 3 clusters Score -122915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -122920.367188 Penalty: 2241.754150
	Iteration 32Q: 3 clusters Score -122920.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -122922.015625 Penalty: 2241.754150
	Iteration 33Q: 3 clusters Score -122922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -122923.101562 Penalty: 2241.754150
	Iteration 34Q: 3 clusters Score -122923.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -122923.101562 Penalty: 2241.754150
	Iteration 35F: 3 clusters Score -122923.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Entering Unmasked Estep 
Score: -648866.937500 Penalty: 1383.946411
	Iteration 0F: 2 clusters Score -648866.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -644862.937500 Penalty: 2767.892822
	Iteration 0F: 3 clusters Score -644862.9 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -645909.187500 Penalty: 2767.892822
	Iteration 1F: 3 clusters Score -645909.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -646049.312500 Penalty: 2767.892822
	Iteration 2F: 3 clusters Score -646049.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -646127.062500 Penalty: 2767.892822
	Iteration 3Q: 3 clusters Score -646127.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -646190.750000 Penalty: 2767.892822
	Iteration 4Q: 3 clusters Score -646190.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -646264.250000 Penalty: 2767.892822
	Iteration 5Q: 3 clusters Score -646264.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -646332.187500 Penalty: 2767.892822
	Iteration 6Q: 3 clusters Score -646332.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -646395.250000 Penalty: 2767.892822
	Iteration 7Q: 3 clusters Score -646395.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -646444.062500 Penalty: 2767.892822
	Iteration 8Q: 3 clusters Score -646444.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -646493.687500 Penalty: 2767.892822
	Iteration 9Q: 3 clusters Score -646493.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -646535.562500 Penalty: 2767.892822
	Iteration 10Q: 3 clusters Score -646535.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -646584.125000 Penalty: 2767.892822
	Iteration 11Q: 3 clusters Score -646584.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -646629.062500 Penalty: 2767.892822
	Iteration 12Q: 3 clusters Score -646629.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -646676.312500 Penalty: 2767.892822
	Iteration 13Q: 3 clusters Score -646676.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -646733.125000 Penalty: 2767.892822
	Iteration 14Q: 3 clusters Score -646733.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -646792.875000 Penalty: 2767.892822
	Iteration 15Q: 3 clusters Score -646792.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -646849.875000 Penalty: 2767.892822
	Iteration 16Q: 3 clusters Score -646849.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -646916.562500 Penalty: 2767.892822
	Iteration 17Q: 3 clusters Score -646916.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -646992.062500 Penalty: 2767.892822
	Iteration 18Q: 3 clusters Score -646992.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -647050.062500 Penalty: 2767.892822
	Iteration 19Q: 3 clusters Score -647050.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -647096.187500 Penalty: 2767.892822
	Iteration 20F: 3 clusters Score -647096.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -647132.500000 Penalty: 2767.892822
	Iteration 21Q: 3 clusters Score -647132.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -647159.750000 Penalty: 2767.892822
	Iteration 22Q: 3 clusters Score -647159.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -647178.750000 Penalty: 2767.892822
	Iteration 23Q: 3 clusters Score -647178.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -647193.812500 Penalty: 2767.892822
	Iteration 24Q: 3 clusters Score -647193.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -647207.312500 Penalty: 2767.892822
	Iteration 25Q: 3 clusters Score -647207.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -647215.875000 Penalty: 2767.892822
	Iteration 26Q: 3 clusters Score -647215.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -647221.187500 Penalty: 2767.892822
	Iteration 27Q: 3 clusters Score -647221.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -647229.125000 Penalty: 2767.892822
	Iteration 28Q: 3 clusters Score -647229.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -647236.687500 Penalty: 2767.892822
	Iteration 29Q: 3 clusters Score -647236.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -647241.687500 Penalty: 2767.892822
	Iteration 30Q: 3 clusters Score -647241.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -647245.562500 Penalty: 2767.892822
	Iteration 31Q: 3 clusters Score -647245.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -647250.062500 Penalty: 2767.892822
	Iteration 32Q: 3 clusters Score -647250.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -647260.500000 Penalty: 2767.892822
	Iteration 33Q: 3 clusters Score -647260.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -647271.125000 Penalty: 2767.892822
	Iteration 34Q: 3 clusters Score -647271.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -647280.375000 Penalty: 2767.892822
	Iteration 35Q: 3 clusters Score -647280.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -647289.437500 Penalty: 2767.892822
	Iteration 36Q: 3 clusters Score -647289.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -647296.375000 Penalty: 2767.892822
	Iteration 37Q: 3 clusters Score -647296.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -647299.687500 Penalty: 2767.892822
	Iteration 38Q: 3 clusters Score -647299.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -647300.437500 Penalty: 2767.892822
	Iteration 39Q: 3 clusters Score -647300.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -647303.937500 Penalty: 2767.892822
	Iteration 40F: 3 clusters Score -647303.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -647307.062500 Penalty: 2767.892822
	Iteration 41Q: 3 clusters Score -647307.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -647309.250000 Penalty: 2767.892822
	Iteration 42Q: 3 clusters Score -647309.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -647311.812500 Penalty: 2767.892822
	Iteration 43Q: 3 clusters Score -647311.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -647314.437500 Penalty: 2767.892822
	Iteration 44Q: 3 clusters Score -647314.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -647315.812500 Penalty: 2767.892822
	Iteration 45Q: 3 clusters Score -647315.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -647318.250000 Penalty: 2767.892822
	Iteration 46Q: 3 clusters Score -647318.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -647318.625000 Penalty: 2767.892822
	Iteration 47Q: 3 clusters Score -647318.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -647318.875000 Penalty: 2767.892822
	Iteration 48Q: 3 clusters Score -647318.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -647320.875000 Penalty: 2767.892822
	Iteration 49Q: 3 clusters Score -647320.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -647322.500000 Penalty: 2767.892822
	Iteration 50Q: 3 clusters Score -647322.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -647324.375000 Penalty: 2767.892822
	Iteration 51Q: 3 clusters Score -647324.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -647324.062500 Penalty: 2767.892822
	Iteration 52Q: 3 clusters Score -647324.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -647325.312500 Penalty: 2767.892822
	Iteration 53Q: 3 clusters Score -647325.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -647329.062500 Penalty: 2767.892822
	Iteration 54Q: 3 clusters Score -647329.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -647328.500000 Penalty: 2767.892822
	Iteration 55Q: 3 clusters Score -647328.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -647328.687500 Penalty: 2767.892822
	Iteration 56Q: 3 clusters Score -647328.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -647329.187500 Penalty: 2767.892822
	Iteration 57Q: 3 clusters Score -647329.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -647329.187500 Penalty: 2767.892822
	Iteration 58F: 3 clusters Score -647329.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -27918.966797 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -27918.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -27060.337891 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -27060.34 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27352.523438 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -27352.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27483.820312 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -27483.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27559.003906 Penalty: 1937.326660
	Iteration 3Q: 3 clusters Score -27559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27620.935547 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -27620.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27656.871094 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -27656.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27692.140625 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -27692.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27704.125000 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -27704.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27706.646484 Penalty: 1937.326660
	Iteration 8Q: 3 clusters Score -27706.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27712.794922 Penalty: 1937.326660
	Iteration 9Q: 3 clusters Score -27712.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27716.466797 Penalty: 1937.326660
	Iteration 10Q: 3 clusters Score -27716.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27718.308594 Penalty: 1937.326660
	Iteration 11Q: 3 clusters Score -27718.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27726.968750 Penalty: 1937.326660
	Iteration 12F: 3 clusters Score -27726.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27762.208984 Penalty: 1937.326660
	Iteration 13Q: 3 clusters Score -27762.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27782.683594 Penalty: 1937.326660
	Iteration 14Q: 3 clusters Score -27782.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27782.683594 Penalty: 1937.326660
	Iteration 15F: 3 clusters Score -27782.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Entering Unmasked Estep 
Score: -3337859.500000 Penalty: 1648.712646
	Iteration 0F: 2 clusters Score -3337860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3320723.750000 Penalty: 3297.425293
	Iteration 0F: 3 clusters Score -3320724 nChanged 11559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -3326925.250000 Penalty: 3297.425293
	Iteration 1F: 3 clusters Score -3326925 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -3327284.750000 Penalty: 3297.425293
	Iteration 2Q: 3 clusters Score -3327285 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -3327619.500000 Penalty: 3297.425293
	Iteration 3Q: 3 clusters Score -3327620 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -3328016.500000 Penalty: 3297.425293
	Iteration 4Q: 3 clusters Score -3328016 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -3328497.000000 Penalty: 3297.425293
	Iteration 5Q: 3 clusters Score -3328497 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -3329159.250000 Penalty: 3297.425293
	Iteration 6Q: 3 clusters Score -3329159 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -3329978.000000 Penalty: 3297.425293
	Iteration 7Q: 3 clusters Score -3329978 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -3330869.750000 Penalty: 3297.425293
	Iteration 8F: 3 clusters Score -3330870 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -3331778.250000 Penalty: 3297.425293
	Iteration 9Q: 3 clusters Score -3331778 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -3332646.000000 Penalty: 3297.425293
	Iteration 10Q: 3 clusters Score -3332646 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -3333337.750000 Penalty: 3297.425293
	Iteration 11Q: 3 clusters Score -3333338 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -3333905.000000 Penalty: 3297.425293
	Iteration 12Q: 3 clusters Score -3333905 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -3334324.750000 Penalty: 3297.425293
	Iteration 13Q: 3 clusters Score -3334325 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -3334640.250000 Penalty: 3297.425293
	Iteration 14Q: 3 clusters Score -3334640 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -3334885.000000 Penalty: 3297.425293
	Iteration 15Q: 3 clusters Score -3334885 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -3335098.000000 Penalty: 3297.425293
	Iteration 16Q: 3 clusters Score -3335098 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -3335263.250000 Penalty: 3297.425293
	Iteration 17Q: 3 clusters Score -3335263 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3335424.250000 Penalty: 3297.425293
	Iteration 18Q: 3 clusters Score -3335424 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -3335554.500000 Penalty: 3297.425293
	Iteration 19Q: 3 clusters Score -3335554 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -3335673.250000 Penalty: 3297.425293
	Iteration 20F: 3 clusters Score -3335673 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -3335785.000000 Penalty: 3297.425293
	Iteration 21Q: 3 clusters Score -3335785 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -3335891.500000 Penalty: 3297.425293
	Iteration 22Q: 3 clusters Score -3335892 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -3335973.000000 Penalty: 3297.425293
	Iteration 23Q: 3 clusters Score -3335973 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -3336062.500000 Penalty: 3297.425293
	Iteration 24Q: 3 clusters Score -3336062 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -3336146.000000 Penalty: 3297.425293
	Iteration 25Q: 3 clusters Score -3336146 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -3336207.250000 Penalty: 3297.425293
	Iteration 26Q: 3 clusters Score -3336207 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3336253.500000 Penalty: 3297.425293
	Iteration 27Q: 3 clusters Score -3336254 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -3336290.500000 Penalty: 3297.425293
	Iteration 28Q: 3 clusters Score -3336290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -3336315.750000 Penalty: 3297.425293
	Iteration 29Q: 3 clusters Score -3336316 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3336338.500000 Penalty: 3297.425293
	Iteration 30Q: 3 clusters Score -3336338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -3336363.500000 Penalty: 3297.425293
	Iteration 31Q: 3 clusters Score -3336364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -3336370.000000 Penalty: 3297.425293
	Iteration 32Q: 3 clusters Score -3336370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -3336389.000000 Penalty: 3297.425293
	Iteration 33Q: 3 clusters Score -3336389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -3336401.000000 Penalty: 3297.425293
	Iteration 34Q: 3 clusters Score -3336401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -3336416.750000 Penalty: 3297.425293
	Iteration 35Q: 3 clusters Score -3336417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3336434.250000 Penalty: 3297.425293
	Iteration 36Q: 3 clusters Score -3336434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -3336439.250000 Penalty: 3297.425293
	Iteration 37Q: 3 clusters Score -3336439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -3336448.500000 Penalty: 3297.425293
	Iteration 38Q: 3 clusters Score -3336448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -3336457.000000 Penalty: 3297.425293
	Iteration 39Q: 3 clusters Score -3336457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -3336463.500000 Penalty: 3297.425293
	Iteration 40F: 3 clusters Score -3336464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3336468.000000 Penalty: 3297.425293
	Iteration 41Q: 3 clusters Score -3336468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -3336476.250000 Penalty: 3297.425293
	Iteration 42Q: 3 clusters Score -3336476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3336479.750000 Penalty: 3297.425293
	Iteration 43Q: 3 clusters Score -3336480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -3336488.000000 Penalty: 3297.425293
	Iteration 44Q: 3 clusters Score -3336488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -3336490.000000 Penalty: 3297.425293
	Iteration 45Q: 3 clusters Score -3336490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -3336495.500000 Penalty: 3297.425293
	Iteration 46Q: 3 clusters Score -3336496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -3336495.500000 Penalty: 3297.425293
	Iteration 47Q: 3 clusters Score -3336496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -3336498.500000 Penalty: 3297.425293
	Iteration 48Q: 3 clusters Score -3336498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -3336499.750000 Penalty: 3297.425293
	Iteration 49Q: 3 clusters Score -3336500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3336501.250000 Penalty: 3297.425293
	Iteration 50Q: 3 clusters Score -3336501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3336504.250000 Penalty: 3297.425293
	Iteration 51Q: 3 clusters Score -3336504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3336504.250000 Penalty: 3297.425293
	Iteration 52F: 3 clusters Score -3336504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Entering Unmasked Estep 
Score: -1169133.625000 Penalty: 1485.897827
	Iteration 0F: 2 clusters Score -1169134 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 4684 members 
Entering Unmasked Estep 
Score: -1162325.875000 Penalty: 2971.795654
	Iteration 0F: 3 clusters Score -1162326 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1164543.500000 Penalty: 2971.795654
	Iteration 1F: 3 clusters Score -1164544 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1164748.250000 Penalty: 2971.795654
	Iteration 2F: 3 clusters Score -1164748 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1164878.875000 Penalty: 2971.795654
	Iteration 3Q: 3 clusters Score -1164879 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1164984.000000 Penalty: 2971.795654
	Iteration 4Q: 3 clusters Score -1164984 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1165073.750000 Penalty: 2971.795654
	Iteration 5Q: 3 clusters Score -1165074 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1165127.500000 Penalty: 2971.795654
	Iteration 6Q: 3 clusters Score -1165128 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1165196.125000 Penalty: 2971.795654
	Iteration 7Q: 3 clusters Score -1165196 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1165275.875000 Penalty: 2971.795654
	Iteration 8Q: 3 clusters Score -1165276 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1165384.500000 Penalty: 2971.795654
	Iteration 9Q: 3 clusters Score -1165384 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1165521.875000 Penalty: 2971.795654
	Iteration 10Q: 3 clusters Score -1165522 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1165689.875000 Penalty: 2971.795654
	Iteration 11Q: 3 clusters Score -1165690 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1165896.125000 Penalty: 2971.795654
	Iteration 12Q: 3 clusters Score -1165896 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1166167.000000 Penalty: 2971.795654
	Iteration 13Q: 3 clusters Score -1166167 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1166465.250000 Penalty: 2971.795654
	Iteration 14Q: 3 clusters Score -1166465 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1166799.000000 Penalty: 2971.795654
	Iteration 15Q: 3 clusters Score -1166799 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1167138.000000 Penalty: 2971.795654
	Iteration 16Q: 3 clusters Score -1167138 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1167409.500000 Penalty: 2971.795654
	Iteration 17Q: 3 clusters Score -1167410 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1167571.750000 Penalty: 2971.795654
	Iteration 18Q: 3 clusters Score -1167572 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1167666.125000 Penalty: 2971.795654
	Iteration 19Q: 3 clusters Score -1167666 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1167725.375000 Penalty: 2971.795654
	Iteration 20F: 3 clusters Score -1167725 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1167769.625000 Penalty: 2971.795654
	Iteration 21Q: 3 clusters Score -1167770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1167803.250000 Penalty: 2971.795654
	Iteration 22Q: 3 clusters Score -1167803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1167825.375000 Penalty: 2971.795654
	Iteration 23Q: 3 clusters Score -1167825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1167849.000000 Penalty: 2971.795654
	Iteration 24Q: 3 clusters Score -1167849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1167861.375000 Penalty: 2971.795654
	Iteration 25Q: 3 clusters Score -1167861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1167867.500000 Penalty: 2971.795654
	Iteration 26Q: 3 clusters Score -1167868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1167868.000000 Penalty: 2971.795654
	Iteration 27Q: 3 clusters Score -1167868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1167870.125000 Penalty: 2971.795654
	Iteration 28Q: 3 clusters Score -1167870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1167872.000000 Penalty: 2971.795654
	Iteration 29Q: 3 clusters Score -1167872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1167872.000000 Penalty: 2971.795654
	Iteration 30F: 3 clusters Score -1167872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (60655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60655 members 
Entering Unmasked Estep 
Score: -8015972.000000 Penalty: 1789.605591
	Iteration 0F: 2 clusters Score -8015972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -7982692.000000 Penalty: 3579.211182
	Iteration 0F: 3 clusters Score -7982692 nChanged 28649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -7999083.000000 Penalty: 3579.211182
	Iteration 1F: 3 clusters Score -7999083 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -7999711.000000 Penalty: 3579.211182
	Iteration 2Q: 3 clusters Score -7999711 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -8000587.000000 Penalty: 3579.211182
	Iteration 3Q: 3 clusters Score -8000587 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -8001766.000000 Penalty: 3579.211182
	Iteration 4Q: 3 clusters Score -8001766 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -8003719.500000 Penalty: 3579.211182
	Iteration 5F: 3 clusters Score -8003720 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -8006737.500000 Penalty: 3579.211182
	Iteration 6F: 3 clusters Score -8006738 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -8010542.000000 Penalty: 3579.211182
	Iteration 7F: 3 clusters Score -8010542 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -8012944.500000 Penalty: 3579.211182
	Iteration 8F: 3 clusters Score -8012944 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -8014123.000000 Penalty: 3579.211182
	Iteration 9F: 3 clusters Score -8014123 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59468 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8014253.500000 Penalty: 3579.211182
	Iteration 10Q: 3 clusters Score -8014254 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60223 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8014332.000000 Penalty: 3579.211182
	Iteration 11Q: 3 clusters Score -8014332 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8014351.500000 Penalty: 3579.211182
	Iteration 12Q: 3 clusters Score -8014352 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60463 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8014400.500000 Penalty: 3579.211182
	Iteration 13Q: 3 clusters Score -8014400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60491 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -8014417.500000 Penalty: 3579.211182
	Iteration 14Q: 3 clusters Score -8014418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60501 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -8014443.000000 Penalty: 3579.211182
	Iteration 15Q: 3 clusters Score -8014443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60507 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8014456.000000 Penalty: 3579.211182
	Iteration 16Q: 3 clusters Score -8014456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8014464.500000 Penalty: 3579.211182
	Iteration 17Q: 3 clusters Score -8014464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60509 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8014467.500000 Penalty: 3579.211182
	Iteration 18Q: 3 clusters Score -8014468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8014472.500000 Penalty: 3579.211182
	Iteration 19Q: 3 clusters Score -8014472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60512 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8014481.000000 Penalty: 3579.211182
	Iteration 20F: 3 clusters Score -8014481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60513 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -8014482.500000 Penalty: 3579.211182
	Iteration 21Q: 3 clusters Score -8014482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60516 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8014483.000000 Penalty: 3579.211182
	Iteration 22Q: 3 clusters Score -8014483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8014485.000000 Penalty: 3579.211182
	Iteration 23Q: 3 clusters Score -8014485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8014485.000000 Penalty: 3579.211182
	Iteration 24F: 3 clusters Score -8014485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (108970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108970 members 
Entering Unmasked Estep 
Score: -14099871.000000 Penalty: 1884.809570
	Iteration 0F: 2 clusters Score -1.409987e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 54542 members 
Entering Unmasked Estep 
Score: -14031492.000000 Penalty: 3769.619141
	Iteration 0F: 3 clusters Score -1.403149e+07 nChanged 51993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -14061382.000000 Penalty: 3769.619141
	Iteration 1F: 3 clusters Score -1.406138e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -14062038.000000 Penalty: 3769.619141
	Iteration 2Q: 3 clusters Score -1.406204e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54500 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -14062644.000000 Penalty: 3769.619141
	Iteration 3Q: 3 clusters Score -1.406264e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -14063212.000000 Penalty: 3769.619141
	Iteration 4Q: 3 clusters Score -1.406321e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -14063971.000000 Penalty: 3769.619141
	Iteration 5Q: 3 clusters Score -1.406397e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 53787 members 
Entering Unmasked Estep 
Score: -14064666.000000 Penalty: 3769.619141
	Iteration 6Q: 3 clusters Score -1.406467e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 53432 members 
Entering Unmasked Estep 
Score: -14065507.000000 Penalty: 3769.619141
	Iteration 7Q: 3 clusters Score -1.406551e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56019 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -14066652.000000 Penalty: 3769.619141
	Iteration 8Q: 3 clusters Score -1.406665e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56566 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -14067939.000000 Penalty: 3769.619141
	Iteration 9Q: 3 clusters Score -1.406794e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57111 members 
Mstep: Class 2 contains 51859 members 
Entering Unmasked Estep 
Score: -14069465.000000 Penalty: 3769.619141
	Iteration 10Q: 3 clusters Score -1.406946e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57617 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -14071309.000000 Penalty: 3769.619141
	Iteration 11Q: 3 clusters Score -1.407131e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57985 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -14072924.000000 Penalty: 3769.619141
	Iteration 12Q: 3 clusters Score -1.407292e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57945 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -14074479.000000 Penalty: 3769.619141
	Iteration 13Q: 3 clusters Score -1.407448e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57280 members 
Mstep: Class 2 contains 51690 members 
Entering Unmasked Estep 
Score: -14075970.000000 Penalty: 3769.619141
	Iteration 14Q: 3 clusters Score -1.407597e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55948 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -14077395.000000 Penalty: 3769.619141
	Iteration 15Q: 3 clusters Score -1.40774e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 55155 members 
Entering Unmasked Estep 
Score: -14079417.000000 Penalty: 3769.619141
	Iteration 16Q: 3 clusters Score -1.407942e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -14082411.000000 Penalty: 3769.619141
	Iteration 17Q: 3 clusters Score -1.408241e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -14086427.000000 Penalty: 3769.619141
	Iteration 18Q: 3 clusters Score -1.408643e+07 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 64220 members 
Entering Unmasked Estep 
Score: -14090187.000000 Penalty: 3769.619141
	Iteration 19Q: 3 clusters Score -1.409019e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
Score: -14093088.000000 Penalty: 3769.619141
	Iteration 20F: 3 clusters Score -1.409309e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 69214 members 
Entering Unmasked Estep 
Score: -14094909.000000 Penalty: 3769.619141
	Iteration 21Q: 3 clusters Score -1.409491e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 71312 members 
Entering Unmasked Estep 
Score: -14096103.000000 Penalty: 3769.619141
	Iteration 22Q: 3 clusters Score -1.40961e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 73094 members 
Entering Unmasked Estep 
Score: -14097036.000000 Penalty: 3769.619141
	Iteration 23Q: 3 clusters Score -1.409704e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 74734 members 
Entering Unmasked Estep 
Score: -14097756.000000 Penalty: 3769.619141
	Iteration 24Q: 3 clusters Score -1.409776e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 76103 members 
Entering Unmasked Estep 
Score: -14098232.000000 Penalty: 3769.619141
	Iteration 25Q: 3 clusters Score -1.409823e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 77368 members 
Entering Unmasked Estep 
Score: -14098595.000000 Penalty: 3769.619141
	Iteration 26Q: 3 clusters Score -1.40986e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 78581 members 
Entering Unmasked Estep 
Score: -14098790.000000 Penalty: 3769.619141
	Iteration 27Q: 3 clusters Score -1.409879e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 79721 members 
Entering Unmasked Estep 
Score: -14098943.000000 Penalty: 3769.619141
	Iteration 28Q: 3 clusters Score -1.409894e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 80746 members 
Entering Unmasked Estep 
Score: -14099107.000000 Penalty: 3769.619141
	Iteration 29Q: 3 clusters Score -1.409911e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 81698 members 
Entering Unmasked Estep 
Score: -14099240.000000 Penalty: 3769.619141
	Iteration 30Q: 3 clusters Score -1.409924e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 82616 members 
Entering Unmasked Estep 
Score: -14099265.000000 Penalty: 3769.619141
	Iteration 31Q: 3 clusters Score -1.409926e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 83521 members 
Entering Unmasked Estep 
Score: -14099286.000000 Penalty: 3769.619141
	Iteration 32Q: 3 clusters Score -1.409929e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 84381 members 
Entering Unmasked Estep 
Score: -14099389.000000 Penalty: 3769.619141
	Iteration 33Q: 3 clusters Score -1.409939e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 85221 members 
Entering Unmasked Estep 
Score: -14099436.000000 Penalty: 3769.619141
	Iteration 34Q: 3 clusters Score -1.409944e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 86042 members 
Entering Unmasked Estep 
Score: -14099489.000000 Penalty: 3769.619141
	Iteration 35Q: 3 clusters Score -1.409949e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 86772 members 
Entering Unmasked Estep 
Score: -14099488.000000 Penalty: 3769.619141
	Iteration 36Q: 3 clusters Score -1.409949e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 87464 members 
Entering Unmasked Estep 
Score: -14099502.000000 Penalty: 3769.619141
	Iteration 37Q: 3 clusters Score -1.40995e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 88115 members 
Entering Unmasked Estep 
Score: -14099494.000000 Penalty: 3769.619141
	Iteration 38Q: 3 clusters Score -1.409949e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 88769 members 
Entering Unmasked Estep 
Score: -14099448.000000 Penalty: 3769.619141
	Iteration 39Q: 3 clusters Score -1.409945e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 89410 members 
Entering Unmasked Estep 
Score: -14099448.000000 Penalty: 3769.619141
	Iteration 40F: 3 clusters Score -1.409945e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 90002 members 
Entering Unmasked Estep 
Score: -14099461.000000 Penalty: 3769.619141
	Iteration 41Q: 3 clusters Score -1.409946e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 90601 members 
Entering Unmasked Estep 
Score: -14099438.000000 Penalty: 3769.619141
	Iteration 42Q: 3 clusters Score -1.409944e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 91131 members 
Entering Unmasked Estep 
Score: -14099448.000000 Penalty: 3769.619141
	Iteration 43Q: 3 clusters Score -1.409945e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 91655 members 
Entering Unmasked Estep 
Score: -14099424.000000 Penalty: 3769.619141
	Iteration 44Q: 3 clusters Score -1.409942e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 92180 members 
Entering Unmasked Estep 
Score: -14099483.000000 Penalty: 3769.619141
	Iteration 45Q: 3 clusters Score -1.409948e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 92686 members 
Entering Unmasked Estep 
Score: -14099607.000000 Penalty: 3769.619141
	Iteration 46Q: 3 clusters Score -1.409961e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 93168 members 
Entering Unmasked Estep 
Score: -14099708.000000 Penalty: 3769.619141
	Iteration 47Q: 3 clusters Score -1.409971e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 93620 members 
Entering Unmasked Estep 
Score: -14099801.000000 Penalty: 3769.619141
	Iteration 48Q: 3 clusters Score -1.40998e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 94097 members 
Entering Unmasked Estep 
Score: -14099955.000000 Penalty: 3769.619141
	Iteration 49Q: 3 clusters Score -1.409996e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 94578 members 
Entering Unmasked Estep 
Score: -14100071.000000 Penalty: 3769.619141
	Iteration 50Q: 3 clusters Score -1.410007e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 95099 members 
Entering Unmasked Estep 
Score: -14100181.000000 Penalty: 3769.619141
	Iteration 51Q: 3 clusters Score -1.410018e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 95623 members 
Entering Unmasked Estep 
Score: -14100277.000000 Penalty: 3769.619141
	Iteration 52Q: 3 clusters Score -1.410028e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 96150 members 
Entering Unmasked Estep 
Score: -14100315.000000 Penalty: 3769.619141
	Iteration 53Q: 3 clusters Score -1.410032e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 96682 members 
Entering Unmasked Estep 
Score: -14100379.000000 Penalty: 3769.619141
	Iteration 54Q: 3 clusters Score -1.410038e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 97218 members 
Entering Unmasked Estep 
Score: -14100455.000000 Penalty: 3769.619141
	Iteration 55Q: 3 clusters Score -1.410046e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 97738 members 
Entering Unmasked Estep 
Score: -14100539.000000 Penalty: 3769.619141
	Iteration 56Q: 3 clusters Score -1.410054e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 98238 members 
Entering Unmasked Estep 
Score: -14100650.000000 Penalty: 3769.619141
	Iteration 57Q: 3 clusters Score -1.410065e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 98729 members 
Entering Unmasked Estep 
Score: -14100688.000000 Penalty: 3769.619141
	Iteration 58Q: 3 clusters Score -1.410069e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 99198 members 
Entering Unmasked Estep 
Score: -14100818.000000 Penalty: 3769.619141
	Iteration 59Q: 3 clusters Score -1.410082e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 99635 members 
Entering Unmasked Estep 
Score: -14100869.000000 Penalty: 3769.619141
	Iteration 60F: 3 clusters Score -1.410087e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 100051 members 
Entering Unmasked Estep 
Score: -14100925.000000 Penalty: 3769.619141
	Iteration 61Q: 3 clusters Score -1.410092e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 100430 members 
Entering Unmasked Estep 
Score: -14100950.000000 Penalty: 3769.619141
	Iteration 62Q: 3 clusters Score -1.410095e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 100776 members 
Entering Unmasked Estep 
Score: -14100995.000000 Penalty: 3769.619141
	Iteration 63Q: 3 clusters Score -1.4101e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 101117 members 
Entering Unmasked Estep 
Score: -14101085.000000 Penalty: 3769.619141
	Iteration 64Q: 3 clusters Score -1.410108e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 101443 members 
Entering Unmasked Estep 
Score: -14101128.000000 Penalty: 3769.619141
	Iteration 65Q: 3 clusters Score -1.410113e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 101743 members 
Entering Unmasked Estep 
Score: -14101144.000000 Penalty: 3769.619141
	Iteration 66Q: 3 clusters Score -1.410114e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 102041 members 
Entering Unmasked Estep 
Score: -14101118.000000 Penalty: 3769.619141
	Iteration 67Q: 3 clusters Score -1.410112e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 102305 members 
Entering Unmasked Estep 
Score: -14101146.000000 Penalty: 3769.619141
	Iteration 68Q: 3 clusters Score -1.410115e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 102551 members 
Entering Unmasked Estep 
Score: -14101138.000000 Penalty: 3769.619141
	Iteration 69Q: 3 clusters Score -1.410114e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 102764 members 
Entering Unmasked Estep 
Score: -14101113.000000 Penalty: 3769.619141
	Iteration 70Q: 3 clusters Score -1.410111e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 102960 members 
Entering Unmasked Estep 
Score: -14101088.000000 Penalty: 3769.619141
	Iteration 71Q: 3 clusters Score -1.410109e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 103169 members 
Entering Unmasked Estep 
Score: -14101080.000000 Penalty: 3769.619141
	Iteration 72Q: 3 clusters Score -1.410108e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 103360 members 
Entering Unmasked Estep 
Score: -14101093.000000 Penalty: 3769.619141
	Iteration 73Q: 3 clusters Score -1.410109e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 103550 members 
Entering Unmasked Estep 
Score: -14101058.000000 Penalty: 3769.619141
	Iteration 74Q: 3 clusters Score -1.410106e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 103748 members 
Entering Unmasked Estep 
Score: -14100985.000000 Penalty: 3769.619141
	Iteration 75Q: 3 clusters Score -1.410098e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 103925 members 
Entering Unmasked Estep 
Score: -14100981.000000 Penalty: 3769.619141
	Iteration 76Q: 3 clusters Score -1.410098e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 104077 members 
Entering Unmasked Estep 
Score: -14101005.000000 Penalty: 3769.619141
	Iteration 77Q: 3 clusters Score -1.4101e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 104196 members 
Entering Unmasked Estep 
Score: -14100961.000000 Penalty: 3769.619141
	Iteration 78Q: 3 clusters Score -1.410096e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 104303 members 
Entering Unmasked Estep 
Score: -14100987.000000 Penalty: 3769.619141
	Iteration 79Q: 3 clusters Score -1.410099e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 104380 members 
Entering Unmasked Estep 
Score: -14100928.000000 Penalty: 3769.619141
	Iteration 80F: 3 clusters Score -1.410093e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 104453 members 
Entering Unmasked Estep 
Score: -14100905.000000 Penalty: 3769.619141
	Iteration 81Q: 3 clusters Score -1.41009e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 104528 members 
Entering Unmasked Estep 
Score: -14100882.000000 Penalty: 3769.619141
	Iteration 82Q: 3 clusters Score -1.410088e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 104595 members 
Entering Unmasked Estep 
Score: -14100854.000000 Penalty: 3769.619141
	Iteration 83Q: 3 clusters Score -1.410085e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 104660 members 
Entering Unmasked Estep 
Score: -14100850.000000 Penalty: 3769.619141
	Iteration 84Q: 3 clusters Score -1.410085e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 104727 members 
Entering Unmasked Estep 
Score: -14100837.000000 Penalty: 3769.619141
	Iteration 85Q: 3 clusters Score -1.410084e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 104785 members 
Entering Unmasked Estep 
Score: -14100807.000000 Penalty: 3769.619141
	Iteration 86Q: 3 clusters Score -1.410081e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 104824 members 
Entering Unmasked Estep 
Score: -14100786.000000 Penalty: 3769.619141
	Iteration 87Q: 3 clusters Score -1.410079e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 104858 members 
Entering Unmasked Estep 
Score: -14100766.000000 Penalty: 3769.619141
	Iteration 88Q: 3 clusters Score -1.410077e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 104887 members 
Entering Unmasked Estep 
Score: -14100765.000000 Penalty: 3769.619141
	Iteration 89Q: 3 clusters Score -1.410076e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 104914 members 
Entering Unmasked Estep 
Score: -14100764.000000 Penalty: 3769.619141
	Iteration 90Q: 3 clusters Score -1.410076e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 104938 members 
Entering Unmasked Estep 
Score: -14100764.000000 Penalty: 3769.619141
	Iteration 91Q: 3 clusters Score -1.410076e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 104973 members 
Entering Unmasked Estep 
Score: -14100746.000000 Penalty: 3769.619141
	Iteration 92Q: 3 clusters Score -1.410075e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 105004 members 
Entering Unmasked Estep 
Score: -14100752.000000 Penalty: 3769.619141
	Iteration 93Q: 3 clusters Score -1.410075e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 105020 members 
Entering Unmasked Estep 
Score: -14100752.000000 Penalty: 3769.619141
	Iteration 94Q: 3 clusters Score -1.410075e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 105055 members 
Entering Unmasked Estep 
Score: -14100753.000000 Penalty: 3769.619141
	Iteration 95Q: 3 clusters Score -1.410075e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 105087 members 
Entering Unmasked Estep 
Score: -14100747.000000 Penalty: 3769.619141
	Iteration 96Q: 3 clusters Score -1.410075e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 105110 members 
Entering Unmasked Estep 
Score: -14100742.000000 Penalty: 3769.619141
	Iteration 97Q: 3 clusters Score -1.410074e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 105140 members 
Entering Unmasked Estep 
Score: -14100719.000000 Penalty: 3769.619141
	Iteration 98Q: 3 clusters Score -1.410072e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 105175 members 
Entering Unmasked Estep 
Score: -14100709.000000 Penalty: 3769.619141
	Iteration 99Q: 3 clusters Score -1.410071e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 105201 members 
Entering Unmasked Estep 
Score: -14100702.000000 Penalty: 3769.619141
	Iteration 100F: 3 clusters Score -1.41007e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 105228 members 
Entering Unmasked Estep 
Score: -14100701.000000 Penalty: 3769.619141
	Iteration 101Q: 3 clusters Score -1.41007e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 105256 members 
Entering Unmasked Estep 
Score: -14100677.000000 Penalty: 3769.619141
	Iteration 102Q: 3 clusters Score -1.410068e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 105272 members 
Entering Unmasked Estep 
Score: -14100661.000000 Penalty: 3769.619141
	Iteration 103Q: 3 clusters Score -1.410066e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 105297 members 
Entering Unmasked Estep 
Score: -14100677.000000 Penalty: 3769.619141
	Iteration 104Q: 3 clusters Score -1.410068e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 105309 members 
Entering Unmasked Estep 
Score: -14100671.000000 Penalty: 3769.619141
	Iteration 105Q: 3 clusters Score -1.410067e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 105324 members 
Entering Unmasked Estep 
Score: -14100669.000000 Penalty: 3769.619141
	Iteration 106Q: 3 clusters Score -1.410067e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 105344 members 
Entering Unmasked Estep 
Score: -14100649.000000 Penalty: 3769.619141
	Iteration 107Q: 3 clusters Score -1.410065e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 105362 members 
Entering Unmasked Estep 
Score: -14100640.000000 Penalty: 3769.619141
	Iteration 108Q: 3 clusters Score -1.410064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 105369 members 
Entering Unmasked Estep 
Score: -14100640.000000 Penalty: 3769.619141
	Iteration 109Q: 3 clusters Score -1.410064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 105377 members 
Entering Unmasked Estep 
Score: -14100640.000000 Penalty: 3769.619141
	Iteration 110Q: 3 clusters Score -1.410064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 105382 members 
Entering Unmasked Estep 
Score: -14100647.000000 Penalty: 3769.619141
	Iteration 111Q: 3 clusters Score -1.410065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 105392 members 
Entering Unmasked Estep 
Score: -14100634.000000 Penalty: 3769.619141
	Iteration 112Q: 3 clusters Score -1.410063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 105396 members 
Entering Unmasked Estep 
Score: -14100636.000000 Penalty: 3769.619141
	Iteration 113Q: 3 clusters Score -1.410064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 105402 members 
Entering Unmasked Estep 
Score: -14100634.000000 Penalty: 3769.619141
	Iteration 114Q: 3 clusters Score -1.410063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 105408 members 
Entering Unmasked Estep 
Score: -14100621.000000 Penalty: 3769.619141
	Iteration 115Q: 3 clusters Score -1.410062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 105413 members 
Entering Unmasked Estep 
Score: -14100632.000000 Penalty: 3769.619141
	Iteration 116Q: 3 clusters Score -1.410063e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 105425 members 
Entering Unmasked Estep 
Score: -14100616.000000 Penalty: 3769.619141
	Iteration 117Q: 3 clusters Score -1.410062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 105435 members 
Entering Unmasked Estep 
Score: -14100601.000000 Penalty: 3769.619141
	Iteration 118Q: 3 clusters Score -1.41006e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 105451 members 
Entering Unmasked Estep 
Score: -14100596.000000 Penalty: 3769.619141
	Iteration 119Q: 3 clusters Score -1.41006e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 105460 members 
Entering Unmasked Estep 
Score: -14100595.000000 Penalty: 3769.619141
	Iteration 120F: 3 clusters Score -1.41006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 105469 members 
Entering Unmasked Estep 
Score: -14100595.000000 Penalty: 3769.619141
	Iteration 121Q: 3 clusters Score -1.41006e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 105480 members 
Entering Unmasked Estep 
Score: -14100596.000000 Penalty: 3769.619141
	Iteration 122Q: 3 clusters Score -1.41006e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 105486 members 
Entering Unmasked Estep 
Score: -14100588.000000 Penalty: 3769.619141
	Iteration 123Q: 3 clusters Score -1.410059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 105492 members 
Entering Unmasked Estep 
Score: -14100579.000000 Penalty: 3769.619141
	Iteration 124Q: 3 clusters Score -1.410058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 105498 members 
Entering Unmasked Estep 
Score: -14100583.000000 Penalty: 3769.619141
	Iteration 125Q: 3 clusters Score -1.410058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 105502 members 
Entering Unmasked Estep 
Score: -14100593.000000 Penalty: 3769.619141
	Iteration 126Q: 3 clusters Score -1.410059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 105505 members 
Entering Unmasked Estep 
Score: -14100598.000000 Penalty: 3769.619141
	Iteration 127Q: 3 clusters Score -1.41006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 105510 members 
Entering Unmasked Estep 
Score: -14100594.000000 Penalty: 3769.619141
	Iteration 128Q: 3 clusters Score -1.410059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 105518 members 
Entering Unmasked Estep 
Score: -14100596.000000 Penalty: 3769.619141
	Iteration 129Q: 3 clusters Score -1.41006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 105525 members 
Entering Unmasked Estep 
Score: -14100589.000000 Penalty: 3769.619141
	Iteration 130Q: 3 clusters Score -1.410059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 105534 members 
Entering Unmasked Estep 
Score: -14100581.000000 Penalty: 3769.619141
	Iteration 131Q: 3 clusters Score -1.410058e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 105547 members 
Entering Unmasked Estep 
Score: -14100558.000000 Penalty: 3769.619141
	Iteration 132Q: 3 clusters Score -1.410056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 105555 members 
Entering Unmasked Estep 
Score: -14100569.000000 Penalty: 3769.619141
	Iteration 133Q: 3 clusters Score -1.410057e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 105571 members 
Entering Unmasked Estep 
Score: -14100562.000000 Penalty: 3769.619141
	Iteration 134Q: 3 clusters Score -1.410056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 105581 members 
Entering Unmasked Estep 
Score: -14100555.000000 Penalty: 3769.619141
	Iteration 135Q: 3 clusters Score -1.410056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 105591 members 
Entering Unmasked Estep 
Score: -14100552.000000 Penalty: 3769.619141
	Iteration 136Q: 3 clusters Score -1.410055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 105598 members 
Entering Unmasked Estep 
Score: -14100550.000000 Penalty: 3769.619141
	Iteration 137Q: 3 clusters Score -1.410055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 105608 members 
Entering Unmasked Estep 
Score: -14100521.000000 Penalty: 3769.619141
	Iteration 138Q: 3 clusters Score -1.410052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 105618 members 
Entering Unmasked Estep 
Score: -14100514.000000 Penalty: 3769.619141
	Iteration 139Q: 3 clusters Score -1.410051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 105625 members 
Entering Unmasked Estep 
Score: -14100517.000000 Penalty: 3769.619141
	Iteration 140F: 3 clusters Score -1.410052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 105630 members 
Entering Unmasked Estep 
Score: -14100520.000000 Penalty: 3769.619141
	Iteration 141Q: 3 clusters Score -1.410052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 105632 members 
Entering Unmasked Estep 
Score: -14100518.000000 Penalty: 3769.619141
	Iteration 142Q: 3 clusters Score -1.410052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 105632 members 
Entering Unmasked Estep 
Score: -14100527.000000 Penalty: 3769.619141
	Iteration 143Q: 3 clusters Score -1.410053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 105633 members 
Entering Unmasked Estep 
Score: -14100526.000000 Penalty: 3769.619141
	Iteration 144Q: 3 clusters Score -1.410053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 105637 members 
Entering Unmasked Estep 
Score: -14100522.000000 Penalty: 3769.619141
	Iteration 145Q: 3 clusters Score -1.410052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 105638 members 
Entering Unmasked Estep 
Score: -14100516.000000 Penalty: 3769.619141
	Iteration 146Q: 3 clusters Score -1.410052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 105640 members 
Entering Unmasked Estep 
Score: -14100522.000000 Penalty: 3769.619141
	Iteration 147Q: 3 clusters Score -1.410052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 105642 members 
Entering Unmasked Estep 
Score: -14100525.000000 Penalty: 3769.619141
	Iteration 148Q: 3 clusters Score -1.410052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 105644 members 
Entering Unmasked Estep 
Score: -14100527.000000 Penalty: 3769.619141
	Iteration 149Q: 3 clusters Score -1.410053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 105647 members 
Entering Unmasked Estep 
Score: -14100522.000000 Penalty: 3769.619141
	Iteration 150Q: 3 clusters Score -1.410052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 105650 members 
Entering Unmasked Estep 
Score: -14100525.000000 Penalty: 3769.619141
	Iteration 151Q: 3 clusters Score -1.410052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 105654 members 
Entering Unmasked Estep 
Score: -14100529.000000 Penalty: 3769.619141
	Iteration 152Q: 3 clusters Score -1.410053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 105658 members 
Entering Unmasked Estep 
Score: -14100524.000000 Penalty: 3769.619141
	Iteration 153Q: 3 clusters Score -1.410052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 105657 members 
Entering Unmasked Estep 
Score: -14100527.000000 Penalty: 3769.619141
	Iteration 154Q: 3 clusters Score -1.410053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 105658 members 
Entering Unmasked Estep 
Score: -14100530.000000 Penalty: 3769.619141
	Iteration 155Q: 3 clusters Score -1.410053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 105661 members 
Entering Unmasked Estep 
Score: -14100525.000000 Penalty: 3769.619141
	Iteration 156Q: 3 clusters Score -1.410052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 105666 members 
Entering Unmasked Estep 
Score: -14100527.000000 Penalty: 3769.619141
	Iteration 157Q: 3 clusters Score -1.410053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 105671 members 
Entering Unmasked Estep 
Score: -14100527.000000 Penalty: 3769.619141
	Iteration 158Q: 3 clusters Score -1.410053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 105673 members 
Entering Unmasked Estep 
Score: -14100525.000000 Penalty: 3769.619141
	Iteration 159Q: 3 clusters Score -1.410052e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 105675 members 
Entering Unmasked Estep 
Score: -14100529.000000 Penalty: 3769.619141
	Iteration 160F: 3 clusters Score -1.410053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 105676 members 
Entering Unmasked Estep 
Score: -14100530.000000 Penalty: 3769.619141
	Iteration 161Q: 3 clusters Score -1.410053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 105677 members 
Entering Unmasked Estep 
Score: -14100526.000000 Penalty: 3769.619141
	Iteration 162Q: 3 clusters Score -1.410053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 105678 members 
Entering Unmasked Estep 
Score: -14100527.000000 Penalty: 3769.619141
	Iteration 163Q: 3 clusters Score -1.410053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 105678 members 
Entering Unmasked Estep 
Score: -14100527.000000 Penalty: 3769.619141
	Iteration 164F: 3 clusters Score -1.410053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9583 members 
Mstep: Class 6 contains 77830 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 4997 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25487 members 
Mstep: Class 11 contains 105678 members 
Mstep: Class 12 contains 9358 members 
Mstep: Class 14 contains 60655 members 
Mstep: Class 15 contains 3292 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 9525 members 
Mstep: Class 21 contains 12929 members 
Mstep: Class 23 contains 35814 members 
Entering Unmasked Estep 
Score: -54014816.000000 Penalty: 42097.890625
Splitting cluster 15 changes total score from -54014384.000000 to -54014816.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 16 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -61187.277344 Penalty: 1032.585205
	Iteration 0F: 2 clusters Score -61187.28 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 314 members 
Entering Unmasked Estep 
Score: -60136.816406 Penalty: 2065.170410
	Iteration 0F: 3 clusters Score -60136.82 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60565.503906 Penalty: 2065.170410
	Iteration 1F: 3 clusters Score -60565.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -60905.546875 Penalty: 2065.170410
	Iteration 2F: 3 clusters Score -60905.55 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -61259.113281 Penalty: 2065.170410
	Iteration 3F: 3 clusters Score -61259.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -61444.292969 Penalty: 2065.170410
	Iteration 4Q: 3 clusters Score -61444.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -61485.390625 Penalty: 2065.170410
	Iteration 5Q: 3 clusters Score -61485.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61522.109375 Penalty: 2065.170410
	Iteration 6Q: 3 clusters Score -61522.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -61532.394531 Penalty: 2065.170410
	Iteration 7Q: 3 clusters Score -61532.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61534.343750 Penalty: 2065.170410
	Iteration 8Q: 3 clusters Score -61534.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -61536.125000 Penalty: 2065.170410
	Iteration 9Q: 3 clusters Score -61536.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -61536.125000 Penalty: 2065.170410
	Iteration 10F: 3 clusters Score -61536.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9583 members 
Mstep: Class 6 contains 77830 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 4997 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25487 members 
Mstep: Class 11 contains 105678 members 
Mstep: Class 12 contains 9358 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 60655 members 
Mstep: Class 15 contains 3292 members 
Mstep: Class 16 contains 348 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 9525 members 
Mstep: Class 21 contains 12929 members 
Mstep: Class 23 contains 35814 members 
Entering Unmasked Estep 
Score: -54014112.000000 Penalty: 44202.781250
Splitting cluster 16 changes total score from -54014384.000000 to -54014112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -9205.414062 Penalty: 888.559753
	Iteration 0F: 2 clusters Score -9205.414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8540.554688 Penalty: 1777.119507
	Iteration 0F: 3 clusters Score -8540.555 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8851.519531 Penalty: 1777.119507
	Iteration 1F: 3 clusters Score -8851.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8955.558594 Penalty: 1777.119507
	Iteration 2F: 3 clusters Score -8955.559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8969.445312 Penalty: 1777.119507
	Iteration 3Q: 3 clusters Score -8969.445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -8970.137695 Penalty: 1777.119507
	Iteration 4Q: 3 clusters Score -8970.138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8971.387695 Penalty: 1777.119507
	Iteration 5Q: 3 clusters Score -8971.388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8972.019531 Penalty: 1777.119507
	Iteration 6Q: 3 clusters Score -8972.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8977.158203 Penalty: 1777.119507
	Iteration 7Q: 3 clusters Score -8977.158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8979.442383 Penalty: 1777.119507
	Iteration 8Q: 3 clusters Score -8979.442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8979.442383 Penalty: 1777.119507
	Iteration 9F: 3 clusters Score -8979.442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -76029.250000 Penalty: 1045.874512
	Iteration 0F: 2 clusters Score -76029.25 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 301 members 
Entering Unmasked Estep 
Score: -74843.164062 Penalty: 2091.749023
	Iteration 0F: 3 clusters Score -74843.16 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75041.734375 Penalty: 2091.749023
	Iteration 1F: 3 clusters Score -75041.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75105.687500 Penalty: 2091.749023
	Iteration 2F: 3 clusters Score -75105.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -75129.390625 Penalty: 2091.749023
	Iteration 3Q: 3 clusters Score -75129.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -75147.960938 Penalty: 2091.749023
	Iteration 4Q: 3 clusters Score -75147.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75165.320312 Penalty: 2091.749023
	Iteration 5Q: 3 clusters Score -75165.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75178.296875 Penalty: 2091.749023
	Iteration 6Q: 3 clusters Score -75178.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75183.960938 Penalty: 2091.749023
	Iteration 7Q: 3 clusters Score -75183.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75188.578125 Penalty: 2091.749023
	Iteration 8Q: 3 clusters Score -75188.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75199.046875 Penalty: 2091.749023
	Iteration 9Q: 3 clusters Score -75199.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75200.851562 Penalty: 2091.749023
	Iteration 10Q: 3 clusters Score -75200.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -75202.273438 Penalty: 2091.749023
	Iteration 11Q: 3 clusters Score -75202.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75205.828125 Penalty: 2091.749023
	Iteration 12Q: 3 clusters Score -75205.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -75211.500000 Penalty: 2091.749023
	Iteration 13Q: 3 clusters Score -75211.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -75215.593750 Penalty: 2091.749023
	Iteration 14Q: 3 clusters Score -75215.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75219.054688 Penalty: 2091.749023
	Iteration 15Q: 3 clusters Score -75219.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75219.054688 Penalty: 2091.749023
	Iteration 16F: 3 clusters Score -75219.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Entering Unmasked Estep 
Score: -1248900.750000 Penalty: 1488.772217
	Iteration 0F: 2 clusters Score -1248901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1242032.500000 Penalty: 2977.544434
	Iteration 0F: 3 clusters Score -1242032 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1244175.625000 Penalty: 2977.544434
	Iteration 1F: 3 clusters Score -1244176 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1244399.500000 Penalty: 2977.544434
	Iteration 2F: 3 clusters Score -1244400 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1244567.875000 Penalty: 2977.544434
	Iteration 3Q: 3 clusters Score -1244568 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1244736.125000 Penalty: 2977.544434
	Iteration 4Q: 3 clusters Score -1244736 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1244933.375000 Penalty: 2977.544434
	Iteration 5Q: 3 clusters Score -1244933 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1245136.375000 Penalty: 2977.544434
	Iteration 6Q: 3 clusters Score -1245136 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1245392.500000 Penalty: 2977.544434
	Iteration 7Q: 3 clusters Score -1245392 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1245726.750000 Penalty: 2977.544434
	Iteration 8Q: 3 clusters Score -1245727 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1246092.500000 Penalty: 2977.544434
	Iteration 9F: 3 clusters Score -1246092 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1246488.750000 Penalty: 2977.544434
	Iteration 10Q: 3 clusters Score -1246489 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1246849.250000 Penalty: 2977.544434
	Iteration 11Q: 3 clusters Score -1246849 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1247134.000000 Penalty: 2977.544434
	Iteration 12Q: 3 clusters Score -1247134 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1247295.500000 Penalty: 2977.544434
	Iteration 13Q: 3 clusters Score -1247296 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1247401.625000 Penalty: 2977.544434
	Iteration 14Q: 3 clusters Score -1247402 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1247466.625000 Penalty: 2977.544434
	Iteration 15Q: 3 clusters Score -1247467 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1247511.000000 Penalty: 2977.544434
	Iteration 16Q: 3 clusters Score -1247511 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1247546.375000 Penalty: 2977.544434
	Iteration 17Q: 3 clusters Score -1247546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1247568.875000 Penalty: 2977.544434
	Iteration 18Q: 3 clusters Score -1247569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1247580.125000 Penalty: 2977.544434
	Iteration 19Q: 3 clusters Score -1247580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1247588.500000 Penalty: 2977.544434
	Iteration 20F: 3 clusters Score -1247588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1247597.625000 Penalty: 2977.544434
	Iteration 21Q: 3 clusters Score -1247598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1247602.625000 Penalty: 2977.544434
	Iteration 22Q: 3 clusters Score -1247603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1247607.000000 Penalty: 2977.544434
	Iteration 23Q: 3 clusters Score -1247607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1247610.375000 Penalty: 2977.544434
	Iteration 24Q: 3 clusters Score -1247610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1247613.250000 Penalty: 2977.544434
	Iteration 25Q: 3 clusters Score -1247613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1247615.750000 Penalty: 2977.544434
	Iteration 26Q: 3 clusters Score -1247616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1247613.500000 Penalty: 2977.544434
	Iteration 27Q: 3 clusters Score -1247614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1247615.000000 Penalty: 2977.544434
	Iteration 28Q: 3 clusters Score -1247615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1247619.875000 Penalty: 2977.544434
	Iteration 29Q: 3 clusters Score -1247620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1247622.625000 Penalty: 2977.544434
	Iteration 30Q: 3 clusters Score -1247623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1247626.000000 Penalty: 2977.544434
	Iteration 31Q: 3 clusters Score -1247626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1247627.875000 Penalty: 2977.544434
	Iteration 32Q: 3 clusters Score -1247628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1247628.250000 Penalty: 2977.544434
	Iteration 33Q: 3 clusters Score -1247628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1247628.875000 Penalty: 2977.544434
	Iteration 34Q: 3 clusters Score -1247629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1247628.875000 Penalty: 2977.544434
	Iteration 35F: 3 clusters Score -1247629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Entering Unmasked Estep 
Score: -1681475.875000 Penalty: 1538.424561
	Iteration 0F: 2 clusters Score -1681476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1672371.250000 Penalty: 3076.849121
	Iteration 0F: 3 clusters Score -1672371 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1675387.500000 Penalty: 3076.849121
	Iteration 1F: 3 clusters Score -1675388 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1675635.250000 Penalty: 3076.849121
	Iteration 2F: 3 clusters Score -1675635 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1675847.875000 Penalty: 3076.849121
	Iteration 3Q: 3 clusters Score -1675848 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1676023.875000 Penalty: 3076.849121
	Iteration 4Q: 3 clusters Score -1676024 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1676194.125000 Penalty: 3076.849121
	Iteration 5Q: 3 clusters Score -1676194 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1676364.000000 Penalty: 3076.849121
	Iteration 6Q: 3 clusters Score -1676364 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1676543.875000 Penalty: 3076.849121
	Iteration 7Q: 3 clusters Score -1676544 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1676763.125000 Penalty: 3076.849121
	Iteration 8Q: 3 clusters Score -1676763 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1677075.750000 Penalty: 3076.849121
	Iteration 9Q: 3 clusters Score -1677076 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1677480.375000 Penalty: 3076.849121
	Iteration 10Q: 3 clusters Score -1677480 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1677953.750000 Penalty: 3076.849121
	Iteration 11Q: 3 clusters Score -1677954 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1678477.125000 Penalty: 3076.849121
	Iteration 12Q: 3 clusters Score -1678477 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1679033.125000 Penalty: 3076.849121
	Iteration 13Q: 3 clusters Score -1679033 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1679456.625000 Penalty: 3076.849121
	Iteration 14Q: 3 clusters Score -1679457 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1679693.500000 Penalty: 3076.849121
	Iteration 15Q: 3 clusters Score -1679694 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1679784.125000 Penalty: 3076.849121
	Iteration 16Q: 3 clusters Score -1679784 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1679830.250000 Penalty: 3076.849121
	Iteration 17Q: 3 clusters Score -1679830 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1679860.875000 Penalty: 3076.849121
	Iteration 18Q: 3 clusters Score -1679861 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1679891.875000 Penalty: 3076.849121
	Iteration 19Q: 3 clusters Score -1679892 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1679917.875000 Penalty: 3076.849121
	Iteration 20F: 3 clusters Score -1679918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1679929.375000 Penalty: 3076.849121
	Iteration 21Q: 3 clusters Score -1679929 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1679934.750000 Penalty: 3076.849121
	Iteration 22Q: 3 clusters Score -1679935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1679944.750000 Penalty: 3076.849121
	Iteration 23Q: 3 clusters Score -1679945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1679949.375000 Penalty: 3076.849121
	Iteration 24Q: 3 clusters Score -1679949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1679963.625000 Penalty: 3076.849121
	Iteration 25Q: 3 clusters Score -1679964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1679969.500000 Penalty: 3076.849121
	Iteration 26Q: 3 clusters Score -1679970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1679975.375000 Penalty: 3076.849121
	Iteration 27Q: 3 clusters Score -1679975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1679975.500000 Penalty: 3076.849121
	Iteration 28Q: 3 clusters Score -1679976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1679977.000000 Penalty: 3076.849121
	Iteration 29Q: 3 clusters Score -1679977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1679980.125000 Penalty: 3076.849121
	Iteration 30Q: 3 clusters Score -1679980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1679986.500000 Penalty: 3076.849121
	Iteration 31Q: 3 clusters Score -1679986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1679987.250000 Penalty: 3076.849121
	Iteration 32Q: 3 clusters Score -1679987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1679989.125000 Penalty: 3076.849121
	Iteration 33Q: 3 clusters Score -1679989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1679985.625000 Penalty: 3076.849121
	Iteration 34Q: 3 clusters Score -1679986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1679988.000000 Penalty: 3076.849121
	Iteration 35Q: 3 clusters Score -1679988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1679988.000000 Penalty: 3076.849121
	Iteration 36Q: 3 clusters Score -1679988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1679986.750000 Penalty: 3076.849121
	Iteration 37Q: 3 clusters Score -1679987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1679989.750000 Penalty: 3076.849121
	Iteration 38Q: 3 clusters Score -1679990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1679989.750000 Penalty: 3076.849121
	Iteration 39Q: 3 clusters Score -1679990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1679991.125000 Penalty: 3076.849121
	Iteration 40F: 3 clusters Score -1679991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1679992.250000 Penalty: 3076.849121
	Iteration 41Q: 3 clusters Score -1679992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1679993.625000 Penalty: 3076.849121
	Iteration 42Q: 3 clusters Score -1679994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1679993.750000 Penalty: 3076.849121
	Iteration 43Q: 3 clusters Score -1679994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1679991.375000 Penalty: 3076.849121
	Iteration 44Q: 3 clusters Score -1679991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1679995.875000 Penalty: 3076.849121
	Iteration 45Q: 3 clusters Score -1679996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1679995.375000 Penalty: 3076.849121
	Iteration 46Q: 3 clusters Score -1679995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1679994.750000 Penalty: 3076.849121
	Iteration 47Q: 3 clusters Score -1679995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1679995.875000 Penalty: 3076.849121
	Iteration 48Q: 3 clusters Score -1679996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1679999.500000 Penalty: 3076.849121
	Iteration 49Q: 3 clusters Score -1680000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1679998.375000 Penalty: 3076.849121
	Iteration 50Q: 3 clusters Score -1679998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1679998.500000 Penalty: 3076.849121
	Iteration 51Q: 3 clusters Score -1679998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1679998.875000 Penalty: 3076.849121
	Iteration 52Q: 3 clusters Score -1679999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1680000.625000 Penalty: 3076.849121
	Iteration 53Q: 3 clusters Score -1680001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1680000.375000 Penalty: 3076.849121
	Iteration 54Q: 3 clusters Score -1680000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1679999.625000 Penalty: 3076.849121
	Iteration 55Q: 3 clusters Score -1680000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1680001.250000 Penalty: 3076.849121
	Iteration 56Q: 3 clusters Score -1680001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1680000.625000 Penalty: 3076.849121
	Iteration 57Q: 3 clusters Score -1680001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1679999.625000 Penalty: 3076.849121
	Iteration 58Q: 3 clusters Score -1680000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1680000.875000 Penalty: 3076.849121
	Iteration 59Q: 3 clusters Score -1680001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1680002.250000 Penalty: 3076.849121
	Iteration 60F: 3 clusters Score -1680002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1680002.875000 Penalty: 3076.849121
	Iteration 61Q: 3 clusters Score -1680003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1680002.125000 Penalty: 3076.849121
	Iteration 62Q: 3 clusters Score -1680002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1680004.750000 Penalty: 3076.849121
	Iteration 63Q: 3 clusters Score -1680005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1680004.625000 Penalty: 3076.849121
	Iteration 64Q: 3 clusters Score -1680005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1680004.625000 Penalty: 3076.849121
	Iteration 65F: 3 clusters Score -1680005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (35814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Entering Unmasked Estep 
Score: -4673052.500000 Penalty: 1703.990356
	Iteration 0F: 2 clusters Score -4673052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -4649166.500000 Penalty: 3407.980713
	Iteration 0F: 3 clusters Score -4649166 nChanged 16530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -4658493.000000 Penalty: 3407.980713
	Iteration 1F: 3 clusters Score -4658493 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -4659088.500000 Penalty: 3407.980713
	Iteration 2Q: 3 clusters Score -4659088 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -4660011.000000 Penalty: 3407.980713
	Iteration 3F: 3 clusters Score -4660011 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -4661540.000000 Penalty: 3407.980713
	Iteration 4F: 3 clusters Score -4661540 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -4663920.000000 Penalty: 3407.980713
	Iteration 5F: 3 clusters Score -4663920 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -4666856.000000 Penalty: 3407.980713
	Iteration 6F: 3 clusters Score -4666856 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -4669311.000000 Penalty: 3407.980713
	Iteration 7F: 3 clusters Score -4669311 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -4670659.500000 Penalty: 3407.980713
	Iteration 8Q: 3 clusters Score -4670660 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -4671187.000000 Penalty: 3407.980713
	Iteration 9Q: 3 clusters Score -4671187 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -4671422.500000 Penalty: 3407.980713
	Iteration 10Q: 3 clusters Score -4671422 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -4671536.500000 Penalty: 3407.980713
	Iteration 11Q: 3 clusters Score -4671536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -4671576.000000 Penalty: 3407.980713
	Iteration 12Q: 3 clusters Score -4671576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -4671600.500000 Penalty: 3407.980713
	Iteration 13Q: 3 clusters Score -4671600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -4671619.500000 Penalty: 3407.980713
	Iteration 14Q: 3 clusters Score -4671620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -4671631.500000 Penalty: 3407.980713
	Iteration 15Q: 3 clusters Score -4671632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -4671633.000000 Penalty: 3407.980713
	Iteration 16Q: 3 clusters Score -4671633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -4671637.500000 Penalty: 3407.980713
	Iteration 17Q: 3 clusters Score -4671638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4671636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4671634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4671637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4671640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -4671639.500000 Penalty: 3407.980713
	Iteration 22F: 3 clusters Score -4671640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9583 members 
Mstep: Class 6 contains 77830 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 4997 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25487 members 
Mstep: Class 12 contains 9358 members 
Mstep: Class 14 contains 60655 members 
Mstep: Class 15 contains 3292 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 9525 members 
Mstep: Class 21 contains 12929 members 
Mstep: Class 23 contains 35814 members 
Entering Unmasked Estep 
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Iteration 159Q: 21 clusters Score -5.401539e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62360 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9559 members 
Mstep: Class 6 contains 77771 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 4976 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25478 members 
Mstep: Class 11 contains 105447 members 
Mstep: Class 12 contains 9368 members 
Mstep: Class 14 contains 60471 members 
Mstep: Class 15 contains 3942 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 9525 members 
Mstep: Class 21 contains 12944 members 
Mstep: Class 23 contains 35765 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 21 clusters Score -5.401602e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 62136 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9460 members 
Mstep: Class 6 contains 77627 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 4928 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25475 members 
Mstep: Class 11 contains 106034 members 
Mstep: Class 12 contains 9369 members 
Mstep: Class 14 contains 60127 members 
Mstep: Class 15 contains 4328 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 9519 members 
Mstep: Class 21 contains 12929 members 
Mstep: Class 23 contains 35674 members 
Entering Unmasked Estep 
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Iteration 161Q: 21 clusters Score -5.401653e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 61932 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9356 members 
Mstep: Class 6 contains 77497 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 4886 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25464 members 
Mstep: Class 11 contains 106444 members 
Mstep: Class 12 contains 9377 members 
Mstep: Class 14 contains 59913 members 
Mstep: Class 15 contains 4705 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 9516 members 
Mstep: Class 21 contains 12927 members 
Mstep: Class 23 contains 35589 members 
Entering Unmasked Estep 
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Iteration 162Q: 21 clusters Score -5.401682e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9258 members 
Mstep: Class 6 contains 77381 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 4857 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25449 members 
Mstep: Class 11 contains 106732 members 
Mstep: Class 12 contains 9390 members 
Mstep: Class 14 contains 59714 members 
Mstep: Class 15 contains 5132 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 9513 members 
Mstep: Class 21 contains 12932 members 
Mstep: Class 23 contains 35532 members 
Entering Unmasked Estep 
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Iteration 163Q: 21 clusters Score -5.401703e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 61540 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9166 members 
Mstep: Class 6 contains 77282 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 4828 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25429 members 
Mstep: Class 11 contains 106899 members 
Mstep: Class 12 contains 9401 members 
Mstep: Class 14 contains 59517 members 
Mstep: Class 15 contains 5593 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 9528 members 
Mstep: Class 21 contains 12935 members 
Mstep: Class 23 contains 35487 members 
Entering Unmasked Estep 
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Iteration 164Q: 21 clusters Score -5.401729e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 61358 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9093 members 
Mstep: Class 6 contains 77171 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 4791 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25431 members 
Mstep: Class 11 contains 107028 members 
Mstep: Class 12 contains 9418 members 
Mstep: Class 14 contains 59285 members 
Mstep: Class 15 contains 6110 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 9534 members 
Mstep: Class 21 contains 12944 members 
Mstep: Class 23 contains 35443 members 
Entering Unmasked Estep 
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Iteration 165Q: 21 clusters Score -5.401744e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 61183 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 9007 members 
Mstep: Class 6 contains 77055 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 4763 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25428 members 
Mstep: Class 11 contains 107114 members 
Mstep: Class 12 contains 9426 members 
Mstep: Class 14 contains 59024 members 
Mstep: Class 15 contains 6681 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 9552 members 
Mstep: Class 21 contains 12967 members 
Mstep: Class 23 contains 35405 members 
Entering Unmasked Estep 
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Iteration 166Q: 21 clusters Score -5.40178e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 61051 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 8921 members 
Mstep: Class 6 contains 76928 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 4744 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25423 members 
Mstep: Class 11 contains 107145 members 
Mstep: Class 12 contains 9441 members 
Mstep: Class 14 contains 58786 members 
Mstep: Class 15 contains 7259 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 9556 members 
Mstep: Class 21 contains 13002 members 
Mstep: Class 23 contains 35349 members 
Entering Unmasked Estep 
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Iteration 167Q: 21 clusters Score -5.401806e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 60928 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 8824 members 
Mstep: Class 6 contains 76761 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 4727 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25405 members 
Mstep: Class 11 contains 107165 members 
Mstep: Class 12 contains 9459 members 
Mstep: Class 14 contains 58549 members 
Mstep: Class 15 contains 7874 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 9562 members 
Mstep: Class 21 contains 13034 members 
Mstep: Class 23 contains 35319 members 
Entering Unmasked Estep 
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Iteration 168Q: 21 clusters Score -5.401849e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 8724 members 
Mstep: Class 6 contains 76629 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 4712 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25383 members 
Mstep: Class 11 contains 107207 members 
Mstep: Class 12 contains 9480 members 
Mstep: Class 14 contains 58280 members 
Mstep: Class 15 contains 8509 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 9564 members 
Mstep: Class 21 contains 13053 members 
Mstep: Class 23 contains 35289 members 
Entering Unmasked Estep 
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Iteration 169Q: 21 clusters Score -5.401891e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 60619 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 8632 members 
Mstep: Class 6 contains 76496 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 4692 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25367 members 
Mstep: Class 11 contains 107248 members 
Mstep: Class 12 contains 9499 members 
Mstep: Class 14 contains 57997 members 
Mstep: Class 15 contains 9149 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 618 members 
Mstep: Class 19 contains 9576 members 
Mstep: Class 21 contains 13077 members 
Mstep: Class 23 contains 35259 members 
Entering Unmasked Estep 
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Iteration 170Q: 21 clusters Score -5.401918e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 60478 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 8538 members 
Mstep: Class 6 contains 76365 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 4668 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25343 members 
Mstep: Class 11 contains 107258 members 
Mstep: Class 12 contains 9516 members 
Mstep: Class 14 contains 57673 members 
Mstep: Class 15 contains 9840 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 618 members 
Mstep: Class 19 contains 9590 members 
Mstep: Class 21 contains 13092 members 
Mstep: Class 23 contains 35251 members 
Entering Unmasked Estep 
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Iteration 171Q: 21 clusters Score -5.401958e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 60353 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 8444 members 
Mstep: Class 6 contains 76218 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 4648 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25310 members 
Mstep: Class 11 contains 107270 members 
Mstep: Class 12 contains 9533 members 
Mstep: Class 14 contains 57372 members 
Mstep: Class 15 contains 10525 members 
Mstep: Class 16 contains 575 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 618 members 
Mstep: Class 19 contains 9597 members 
Mstep: Class 21 contains 13104 members 
Mstep: Class 23 contains 35239 members 
Entering Unmasked Estep 
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Iteration 172Q: 21 clusters Score -5.40199e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 60233 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 8354 members 
Mstep: Class 6 contains 76064 members 
Mstep: Class 7 contains 985 members 
Mstep: Class 8 contains 4605 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25305 members 
Mstep: Class 11 contains 107250 members 
Mstep: Class 12 contains 9557 members 
Mstep: Class 14 contains 57055 members 
Mstep: Class 15 contains 11227 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 618 members 
Mstep: Class 19 contains 9608 members 
Mstep: Class 21 contains 13125 members 
Mstep: Class 23 contains 35232 members 
Entering Unmasked Estep 
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Iteration 173Q: 21 clusters Score -5.40203e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 60118 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 8253 members 
Mstep: Class 6 contains 75908 members 
Mstep: Class 7 contains 985 members 
Mstep: Class 8 contains 4572 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25269 members 
Mstep: Class 11 contains 107185 members 
Mstep: Class 12 contains 9585 members 
Mstep: Class 14 contains 56805 members 
Mstep: Class 15 contains 11935 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 618 members 
Mstep: Class 19 contains 9617 members 
Mstep: Class 21 contains 13128 members 
Mstep: Class 23 contains 35240 members 
Entering Unmasked Estep 
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Iteration 174Q: 21 clusters Score -5.402064e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 683 members 
Mstep: Class 5 contains 8147 members 
Mstep: Class 6 contains 75742 members 
Mstep: Class 7 contains 985 members 
Mstep: Class 8 contains 4531 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25240 members 
Mstep: Class 11 contains 107140 members 
Mstep: Class 12 contains 9604 members 
Mstep: Class 14 contains 56605 members 
Mstep: Class 15 contains 12602 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 618 members 
Mstep: Class 19 contains 9615 members 
Mstep: Class 21 contains 13130 members 
Mstep: Class 23 contains 35233 members 
Entering Unmasked Estep 
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Iteration 175Q: 21 clusters Score -5.402082e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 59932 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 8051 members 
Mstep: Class 6 contains 75581 members 
Mstep: Class 7 contains 985 members 
Mstep: Class 8 contains 4492 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25215 members 
Mstep: Class 11 contains 107096 members 
Mstep: Class 12 contains 9629 members 
Mstep: Class 14 contains 56415 members 
Mstep: Class 15 contains 13230 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 618 members 
Mstep: Class 19 contains 9619 members 
Mstep: Class 21 contains 13130 members 
Mstep: Class 23 contains 35226 members 
Entering Unmasked Estep 
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Iteration 176Q: 21 clusters Score -5.402115e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 59846 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 7952 members 
Mstep: Class 6 contains 75443 members 
Mstep: Class 7 contains 985 members 
Mstep: Class 8 contains 4440 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25185 members 
Mstep: Class 11 contains 106994 members 
Mstep: Class 12 contains 9651 members 
Mstep: Class 14 contains 56241 members 
Mstep: Class 15 contains 13863 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 618 members 
Mstep: Class 19 contains 9622 members 
Mstep: Class 21 contains 13151 members 
Mstep: Class 23 contains 35230 members 
Entering Unmasked Estep 
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Iteration 177Q: 21 clusters Score -5.402144e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 75289 members 
Mstep: Class 7 contains 985 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25145 members 
Mstep: Class 11 contains 106939 members 
Mstep: Class 12 contains 9676 members 
Mstep: Class 14 contains 56088 members 
Mstep: Class 15 contains 14439 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 9625 members 
Mstep: Class 21 contains 13170 members 
Mstep: Class 23 contains 35226 members 
Entering Unmasked Estep 
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Iteration 178Q: 21 clusters Score -5.402175e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 7761 members 
Mstep: Class 6 contains 75141 members 
Mstep: Class 7 contains 984 members 
Mstep: Class 8 contains 4351 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25106 members 
Mstep: Class 11 contains 106916 members 
Mstep: Class 12 contains 9701 members 
Mstep: Class 14 contains 55928 members 
Mstep: Class 15 contains 14954 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 9624 members 
Mstep: Class 21 contains 13178 members 
Mstep: Class 23 contains 35240 members 
Entering Unmasked Estep 
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Iteration 179Q: 21 clusters Score -5.402198e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 59655 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 7659 members 
Mstep: Class 6 contains 74993 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 4305 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25089 members 
Mstep: Class 11 contains 106949 members 
Mstep: Class 12 contains 9736 members 
Mstep: Class 14 contains 55799 members 
Mstep: Class 15 contains 15378 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 9624 members 
Mstep: Class 21 contains 13181 members 
Mstep: Class 23 contains 35250 members 
Entering Unmasked Estep 
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Iteration 180F: 21 clusters Score -5.402255e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 59544 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 7567 members 
Mstep: Class 6 contains 74825 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 4277 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 25027 members 
Mstep: Class 11 contains 106817 members 
Mstep: Class 12 contains 9768 members 
Mstep: Class 14 contains 55277 members 
Mstep: Class 15 contains 16520 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 9624 members 
Mstep: Class 21 contains 13169 members 
Mstep: Class 23 contains 35202 members 
Entering Unmasked Estep 
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Iteration 181Q: 21 clusters Score -5.402317e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 59435 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 7449 members 
Mstep: Class 6 contains 74626 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 4261 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 24977 members 
Mstep: Class 11 contains 106734 members 
Mstep: Class 12 contains 9808 members 
Mstep: Class 14 contains 54712 members 
Mstep: Class 15 contains 17699 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 9618 members 
Mstep: Class 21 contains 13151 members 
Mstep: Class 23 contains 35148 members 
Entering Unmasked Estep 
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Iteration 182Q: 21 clusters Score -5.402376e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 7326 members 
Mstep: Class 6 contains 74427 members 
Mstep: Class 7 contains 980 members 
Mstep: Class 8 contains 4233 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 24934 members 
Mstep: Class 11 contains 106681 members 
Mstep: Class 12 contains 9837 members 
Mstep: Class 14 contains 54055 members 
Mstep: Class 15 contains 18959 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 9609 members 
Mstep: Class 21 contains 13127 members 
Mstep: Class 23 contains 35084 members 
Entering Unmasked Estep 
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Iteration 183Q: 21 clusters Score -5.402461e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 59216 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 7207 members 
Mstep: Class 6 contains 74201 members 
Mstep: Class 7 contains 978 members 
Mstep: Class 8 contains 4206 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 24838 members 
Mstep: Class 11 contains 106616 members 
Mstep: Class 12 contains 9856 members 
Mstep: Class 14 contains 53445 members 
Mstep: Class 15 contains 20334 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 9592 members 
Mstep: Class 21 contains 13094 members 
Mstep: Class 23 contains 35011 members 
Entering Unmasked Estep 
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Iteration 184Q: 21 clusters Score -5.402534e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 59057 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 7095 members 
Mstep: Class 6 contains 73983 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 4178 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 24747 members 
Mstep: Class 11 contains 106510 members 
Mstep: Class 12 contains 9889 members 
Mstep: Class 14 contains 52824 members 
Mstep: Class 15 contains 21772 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 9556 members 
Mstep: Class 21 contains 13050 members 
Mstep: Class 23 contains 34956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54026148.000000 Penalty: 42097.890625
Iteration 185Q: 21 clusters Score -5.402615e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 6970 members 
Mstep: Class 6 contains 73756 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 24657 members 
Mstep: Class 11 contains 106347 members 
Mstep: Class 12 contains 9922 members 
Mstep: Class 14 contains 52195 members 
Mstep: Class 15 contains 23268 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 9511 members 
Mstep: Class 21 contains 13010 members 
Mstep: Class 23 contains 34895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54027192.000000 Penalty: 42097.890625
Iteration 186Q: 21 clusters Score -5.402719e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 6832 members 
Mstep: Class 6 contains 73553 members 
Mstep: Class 7 contains 983 members 
Mstep: Class 8 contains 4127 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 24579 members 
Mstep: Class 11 contains 106182 members 
Mstep: Class 12 contains 9958 members 
Mstep: Class 14 contains 51591 members 
Mstep: Class 15 contains 24748 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 629 members 
Mstep: Class 19 contains 9468 members 
Mstep: Class 21 contains 12965 members 
Mstep: Class 23 contains 34826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54027832.000000 Penalty: 42097.890625
Iteration 187Q: 21 clusters Score -5.402783e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 58627 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 6670 members 
Mstep: Class 6 contains 73396 members 
Mstep: Class 7 contains 984 members 
Mstep: Class 8 contains 4099 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 24485 members 
Mstep: Class 11 contains 106009 members 
Mstep: Class 12 contains 9992 members 
Mstep: Class 14 contains 50928 members 
Mstep: Class 15 contains 26245 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 631 members 
Mstep: Class 19 contains 9448 members 
Mstep: Class 21 contains 12934 members 
Mstep: Class 23 contains 34773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54028876.000000 Penalty: 42097.890625
Iteration 188Q: 21 clusters Score -5.402888e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 6507 members 
Mstep: Class 6 contains 73267 members 
Mstep: Class 7 contains 985 members 
Mstep: Class 8 contains 4073 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 24354 members 
Mstep: Class 11 contains 105879 members 
Mstep: Class 12 contains 10019 members 
Mstep: Class 14 contains 50363 members 
Mstep: Class 15 contains 27650 members 
Mstep: Class 16 contains 576 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 632 members 
Mstep: Class 19 contains 9416 members 
Mstep: Class 21 contains 12912 members 
Mstep: Class 23 contains 34700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54029704.000000 Penalty: 42097.890625
Iteration 189Q: 21 clusters Score -5.40297e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 6336 members 
Mstep: Class 6 contains 73131 members 
Mstep: Class 7 contains 985 members 
Mstep: Class 8 contains 4048 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 24215 members 
Mstep: Class 11 contains 105759 members 
Mstep: Class 12 contains 10043 members 
Mstep: Class 14 contains 49749 members 
Mstep: Class 15 contains 29076 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 632 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 21 contains 12900 members 
Mstep: Class 23 contains 34642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54030484.000000 Penalty: 42097.890625
Iteration 190Q: 21 clusters Score -5.403048e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 58179 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 6179 members 
Mstep: Class 6 contains 72956 members 
Mstep: Class 7 contains 986 members 
Mstep: Class 8 contains 4017 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 24087 members 
Mstep: Class 11 contains 105704 members 
Mstep: Class 12 contains 10063 members 
Mstep: Class 14 contains 49105 members 
Mstep: Class 15 contains 30515 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 9359 members 
Mstep: Class 21 contains 12880 members 
Mstep: Class 23 contains 34558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54031388.000000 Penalty: 42097.890625
Iteration 191Q: 21 clusters Score -5.403139e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 6033 members 
Mstep: Class 6 contains 72788 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 3987 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 23946 members 
Mstep: Class 11 contains 105593 members 
Mstep: Class 12 contains 10089 members 
Mstep: Class 14 contains 48447 members 
Mstep: Class 15 contains 31994 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 634 members 
Mstep: Class 19 contains 9348 members 
Mstep: Class 21 contains 12841 members 
Mstep: Class 23 contains 34502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54032108.000000 Penalty: 42097.890625
Iteration 192Q: 21 clusters Score -5.403211e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 57861 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 5900 members 
Mstep: Class 6 contains 72623 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 23846 members 
Mstep: Class 11 contains 105488 members 
Mstep: Class 12 contains 10121 members 
Mstep: Class 14 contains 47734 members 
Mstep: Class 15 contains 33490 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 634 members 
Mstep: Class 19 contains 9325 members 
Mstep: Class 21 contains 12796 members 
Mstep: Class 23 contains 34460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54032524.000000 Penalty: 42097.890625
Iteration 193Q: 21 clusters Score -5.403252e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 5767 members 
Mstep: Class 6 contains 72489 members 
Mstep: Class 7 contains 990 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 23719 members 
Mstep: Class 11 contains 105393 members 
Mstep: Class 12 contains 10146 members 
Mstep: Class 14 contains 47030 members 
Mstep: Class 15 contains 34977 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 635 members 
Mstep: Class 19 contains 9311 members 
Mstep: Class 21 contains 12754 members 
Mstep: Class 23 contains 34422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54033200.000000 Penalty: 42097.890625
Iteration 194Q: 21 clusters Score -5.40332e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 57502 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 5622 members 
Mstep: Class 6 contains 72340 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 3858 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 23606 members 
Mstep: Class 11 contains 105291 members 
Mstep: Class 12 contains 10182 members 
Mstep: Class 14 contains 46392 members 
Mstep: Class 15 contains 36394 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 637 members 
Mstep: Class 19 contains 9306 members 
Mstep: Class 21 contains 12713 members 
Mstep: Class 23 contains 34388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034120.000000 Penalty: 42097.890625
Iteration 195Q: 21 clusters Score -5.403412e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 57343 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 5481 members 
Mstep: Class 6 contains 72191 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 3801 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 23497 members 
Mstep: Class 11 contains 105230 members 
Mstep: Class 12 contains 10199 members 
Mstep: Class 14 contains 45771 members 
Mstep: Class 15 contains 37750 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 643 members 
Mstep: Class 19 contains 9293 members 
Mstep: Class 21 contains 12682 members 
Mstep: Class 23 contains 34351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034672.000000 Penalty: 42097.890625
Iteration 196Q: 21 clusters Score -5.403467e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 57165 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 681 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 72044 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 3731 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 23379 members 
Mstep: Class 11 contains 105187 members 
Mstep: Class 12 contains 10217 members 
Mstep: Class 14 contains 45224 members 
Mstep: Class 15 contains 39058 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 9266 members 
Mstep: Class 21 contains 12660 members 
Mstep: Class 23 contains 34303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54035052.000000 Penalty: 42097.890625
Iteration 197Q: 21 clusters Score -5.403505e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56958 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 681 members 
Mstep: Class 5 contains 5245 members 
Mstep: Class 6 contains 71917 members 
Mstep: Class 7 contains 988 members 
Mstep: Class 8 contains 3673 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 23260 members 
Mstep: Class 11 contains 105131 members 
Mstep: Class 12 contains 10221 members 
Mstep: Class 14 contains 44693 members 
Mstep: Class 15 contains 40302 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 9251 members 
Mstep: Class 21 contains 12643 members 
Mstep: Class 23 contains 34287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54035336.000000 Penalty: 42097.890625
Iteration 198Q: 21 clusters Score -5.403534e+07 nChanged 2289
Entering ConstructFrom: 
Score: -54035336.000000 Penalty: 42097.890625
Entering ConstructFrom: 
Trying to split cluster 1 (56780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56780 members 
Entering Unmasked Estep 
Score: -7377863.000000 Penalty: 1778.877686
	Iteration 0F: 2 clusters Score -7377863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -7340043.500000 Penalty: 3557.755371
	Iteration 0F: 3 clusters Score -7340044 nChanged 26759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -7355249.000000 Penalty: 3557.755371
	Iteration 1F: 3 clusters Score -7355249 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -7355950.000000 Penalty: 3557.755371
	Iteration 2Q: 3 clusters Score -7355950 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -7356729.500000 Penalty: 3557.755371
	Iteration 3Q: 3 clusters Score -7356730 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -7357668.000000 Penalty: 3557.755371
	Iteration 4Q: 3 clusters Score -7357668 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -7358915.500000 Penalty: 3557.755371
	Iteration 5Q: 3 clusters Score -7358916 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -7360495.000000 Penalty: 3557.755371
	Iteration 6F: 3 clusters Score -7360495 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -7362561.500000 Penalty: 3557.755371
	Iteration 7F: 3 clusters Score -7362562 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -7364868.500000 Penalty: 3557.755371
	Iteration 8F: 3 clusters Score -7364868 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -7367066.000000 Penalty: 3557.755371
	Iteration 9F: 3 clusters Score -7367066 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -7368661.000000 Penalty: 3557.755371
	Iteration 10Q: 3 clusters Score -7368661 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -7369716.000000 Penalty: 3557.755371
	Iteration 11Q: 3 clusters Score -7369716 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -7370516.500000 Penalty: 3557.755371
	Iteration 12Q: 3 clusters Score -7370516 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -7371170.000000 Penalty: 3557.755371
	Iteration 13Q: 3 clusters Score -7371170 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -7371737.500000 Penalty: 3557.755371
	Iteration 14Q: 3 clusters Score -7371738 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -7372280.500000 Penalty: 3557.755371
	Iteration 15Q: 3 clusters Score -7372280 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -7372666.000000 Penalty: 3557.755371
	Iteration 16Q: 3 clusters Score -7372666 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -7372994.000000 Penalty: 3557.755371
	Iteration 17Q: 3 clusters Score -7372994 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 48785 members 
Entering Unmasked Estep 
Score: -7373321.500000 Penalty: 3557.755371
	Iteration 18Q: 3 clusters Score -7373322 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -7373665.000000 Penalty: 3557.755371
	Iteration 19Q: 3 clusters Score -7373665 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -7373988.000000 Penalty: 3557.755371
	Iteration 20F: 3 clusters Score -7373988 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 50860 members 
Entering Unmasked Estep 
Score: -7374280.500000 Penalty: 3557.755371
	Iteration 21Q: 3 clusters Score -7374280 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -7374565.000000 Penalty: 3557.755371
	Iteration 22Q: 3 clusters Score -7374565 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -7374795.000000 Penalty: 3557.755371
	Iteration 23Q: 3 clusters Score -7374795 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 52532 members 
Entering Unmasked Estep 
Score: -7375018.000000 Penalty: 3557.755371
	Iteration 24Q: 3 clusters Score -7375018 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -7375195.500000 Penalty: 3557.755371
	Iteration 25Q: 3 clusters Score -7375196 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -7375341.500000 Penalty: 3557.755371
	Iteration 26Q: 3 clusters Score -7375342 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -7375452.000000 Penalty: 3557.755371
	Iteration 27Q: 3 clusters Score -7375452 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -7375587.500000 Penalty: 3557.755371
	Iteration 28Q: 3 clusters Score -7375588 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -7375701.000000 Penalty: 3557.755371
	Iteration 29Q: 3 clusters Score -7375701 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -7375807.000000 Penalty: 3557.755371
	Iteration 30Q: 3 clusters Score -7375807 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 54612 members 
Entering Unmasked Estep 
Score: -7375865.000000 Penalty: 3557.755371
	Iteration 31Q: 3 clusters Score -7375865 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 54780 members 
Entering Unmasked Estep 
Score: -7375925.500000 Penalty: 3557.755371
	Iteration 32Q: 3 clusters Score -7375926 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 54919 members 
Entering Unmasked Estep 
Score: -7376008.000000 Penalty: 3557.755371
	Iteration 33Q: 3 clusters Score -7376008 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -7376042.500000 Penalty: 3557.755371
	Iteration 34Q: 3 clusters Score -7376042 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -7376082.500000 Penalty: 3557.755371
	Iteration 35Q: 3 clusters Score -7376082 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -7376118.000000 Penalty: 3557.755371
	Iteration 36Q: 3 clusters Score -7376118 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 55348 members 
Entering Unmasked Estep 
Score: -7376152.000000 Penalty: 3557.755371
	Iteration 37Q: 3 clusters Score -7376152 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 55414 members 
Entering Unmasked Estep 
Score: -7376194.500000 Penalty: 3557.755371
	Iteration 38Q: 3 clusters Score -7376194 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -7376212.000000 Penalty: 3557.755371
	Iteration 39Q: 3 clusters Score -7376212 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -7376240.000000 Penalty: 3557.755371
	Iteration 40F: 3 clusters Score -7376240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 55575 members 
Entering Unmasked Estep 
Score: -7376247.000000 Penalty: 3557.755371
	Iteration 41Q: 3 clusters Score -7376247 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 55622 members 
Entering Unmasked Estep 
Score: -7376272.000000 Penalty: 3557.755371
	Iteration 42Q: 3 clusters Score -7376272 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -7376297.000000 Penalty: 3557.755371
	Iteration 43Q: 3 clusters Score -7376297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -7376309.000000 Penalty: 3557.755371
	Iteration 44Q: 3 clusters Score -7376309 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -7376303.000000 Penalty: 3557.755371
	Iteration 45Q: 3 clusters Score -7376303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -7376318.000000 Penalty: 3557.755371
	Iteration 46Q: 3 clusters Score -7376318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 55753 members 
Entering Unmasked Estep 
Score: -7376329.000000 Penalty: 3557.755371
	Iteration 47Q: 3 clusters Score -7376329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -7376320.500000 Penalty: 3557.755371
	Iteration 48Q: 3 clusters Score -7376320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -7376315.000000 Penalty: 3557.755371
	Iteration 49Q: 3 clusters Score -7376315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -7376319.500000 Penalty: 3557.755371
	Iteration 50Q: 3 clusters Score -7376320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -7376319.500000 Penalty: 3557.755371
	Iteration 51Q: 3 clusters Score -7376320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -7376327.000000 Penalty: 3557.755371
	Iteration 52Q: 3 clusters Score -7376327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -7376329.500000 Penalty: 3557.755371
	Iteration 53Q: 3 clusters Score -7376330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -7376334.000000 Penalty: 3557.755371
	Iteration 54Q: 3 clusters Score -7376334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -7376343.500000 Penalty: 3557.755371
	Iteration 55Q: 3 clusters Score -7376344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 55848 members 
Entering Unmasked Estep 
Score: -7376336.000000 Penalty: 3557.755371
	Iteration 56Q: 3 clusters Score -7376336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 55854 members 
Entering Unmasked Estep 
Score: -7376341.500000 Penalty: 3557.755371
	Iteration 57Q: 3 clusters Score -7376342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -7376339.000000 Penalty: 3557.755371
	Iteration 58Q: 3 clusters Score -7376339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
Score: -7376345.000000 Penalty: 3557.755371
	Iteration 59Q: 3 clusters Score -7376345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -7376344.000000 Penalty: 3557.755371
	Iteration 60F: 3 clusters Score -7376344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 55869 members 
Entering Unmasked Estep 
Score: -7376342.000000 Penalty: 3557.755371
	Iteration 61Q: 3 clusters Score -7376342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -7376347.000000 Penalty: 3557.755371
	Iteration 62Q: 3 clusters Score -7376347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -7376346.000000 Penalty: 3557.755371
	Iteration 63Q: 3 clusters Score -7376346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -7376346.000000 Penalty: 3557.755371
	Iteration 64F: 3 clusters Score -7376346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -51409.683594 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -51409.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50487.300781 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -50487.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50570.828125 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -50570.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50607.285156 Penalty: 1876.729248
	Iteration 2F: 3 clusters Score -50607.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50630.722656 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -50630.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50641.796875 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -50641.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50642.820312 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -50642.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50644.019531 Penalty: 1876.729248
	Iteration 6Q: 3 clusters Score -50644.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -50648.207031 Penalty: 1876.729248
	Iteration 7Q: 3 clusters Score -50648.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50654.953125 Penalty: 1876.729248
	Iteration 8Q: 3 clusters Score -50654.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50654.953125 Penalty: 1876.729248
	Iteration 9F: 3 clusters Score -50654.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -67808.523438 Penalty: 1068.223022
	Iteration 0F: 2 clusters Score -67808.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66677.664062 Penalty: 2136.446045
	Iteration 0F: 3 clusters Score -66677.66 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -66980.273438 Penalty: 2136.446045
	Iteration 1F: 3 clusters Score -66980.27 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -67151.070312 Penalty: 2136.446045
	Iteration 2F: 3 clusters Score -67151.07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -67298.343750 Penalty: 2136.446045
	Iteration 3F: 3 clusters Score -67298.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -67397.898438 Penalty: 2136.446045
	Iteration 4F: 3 clusters Score -67397.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -67467.656250 Penalty: 2136.446045
	Iteration 5Q: 3 clusters Score -67467.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -67506.210938 Penalty: 2136.446045
	Iteration 6Q: 3 clusters Score -67506.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -67566.320312 Penalty: 2136.446045
	Iteration 7Q: 3 clusters Score -67566.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -67639.546875 Penalty: 2136.446045
	Iteration 8Q: 3 clusters Score -67639.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -67701.328125 Penalty: 2136.446045
	Iteration 9Q: 3 clusters Score -67701.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -67744.390625 Penalty: 2136.446045
	Iteration 10Q: 3 clusters Score -67744.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -67764.882812 Penalty: 2136.446045
	Iteration 11Q: 3 clusters Score -67764.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -67777.656250 Penalty: 2136.446045
	Iteration 12Q: 3 clusters Score -67777.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -67784.117188 Penalty: 2136.446045
	Iteration 13Q: 3 clusters Score -67784.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -67788.156250 Penalty: 2136.446045
	Iteration 14Q: 3 clusters Score -67788.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -67792.835938 Penalty: 2136.446045
	Iteration 15Q: 3 clusters Score -67792.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -67792.835938 Penalty: 2136.446045
	Iteration 16F: 3 clusters Score -67792.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -75549.617188 Penalty: 1060.078857
	Iteration 0F: 2 clusters Score -75549.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -74372.015625 Penalty: 2120.157715
	Iteration 0F: 3 clusters Score -74372.02 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74572.679688 Penalty: 2120.157715
	Iteration 1F: 3 clusters Score -74572.68 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74622.906250 Penalty: 2120.157715
	Iteration 2F: 3 clusters Score -74622.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74662.671875 Penalty: 2120.157715
	Iteration 3Q: 3 clusters Score -74662.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -74689.125000 Penalty: 2120.157715
	Iteration 4Q: 3 clusters Score -74689.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74715.281250 Penalty: 2120.157715
	Iteration 5Q: 3 clusters Score -74715.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -74760.046875 Penalty: 2120.157715
	Iteration 6Q: 3 clusters Score -74760.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -74850.039062 Penalty: 2120.157715
	Iteration 7F: 3 clusters Score -74850.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -74937.609375 Penalty: 2120.157715
	Iteration 8Q: 3 clusters Score -74937.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -75048.609375 Penalty: 2120.157715
	Iteration 9F: 3 clusters Score -75048.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -75136.156250 Penalty: 2120.157715
	Iteration 10Q: 3 clusters Score -75136.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -75238.765625 Penalty: 2120.157715
	Iteration 11Q: 3 clusters Score -75238.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -75333.453125 Penalty: 2120.157715
	Iteration 12Q: 3 clusters Score -75333.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -75387.867188 Penalty: 2120.157715
	Iteration 13Q: 3 clusters Score -75387.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75457.367188 Penalty: 2120.157715
	Iteration 14Q: 3 clusters Score -75457.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -75501.695312 Penalty: 2120.157715
	Iteration 15Q: 3 clusters Score -75501.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75537.304688 Penalty: 2120.157715
	Iteration 16Q: 3 clusters Score -75537.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75561.304688 Penalty: 2120.157715
	Iteration 17Q: 3 clusters Score -75561.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75577.445312 Penalty: 2120.157715
	Iteration 18Q: 3 clusters Score -75577.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75588.046875 Penalty: 2120.157715
	Iteration 19Q: 3 clusters Score -75588.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -75590.679688 Penalty: 2120.157715
	Iteration 20F: 3 clusters Score -75590.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -75599.445312 Penalty: 2120.157715
	Iteration 21Q: 3 clusters Score -75599.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -75604.359375 Penalty: 2120.157715
	Iteration 22Q: 3 clusters Score -75604.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -75614.250000 Penalty: 2120.157715
	Iteration 23Q: 3 clusters Score -75614.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -75621.179688 Penalty: 2120.157715
	Iteration 24Q: 3 clusters Score -75621.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -75623.140625 Penalty: 2120.157715
	Iteration 25Q: 3 clusters Score -75623.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -75623.140625 Penalty: 2120.157715
	Iteration 26F: 3 clusters Score -75623.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 337 members 
Mstep: Class 5 contains 5124 members 
Mstep: Class 6 contains 71768 members 
Mstep: Class 7 contains 986 members 
Mstep: Class 8 contains 3615 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 23140 members 
Mstep: Class 11 contains 105059 members 
Mstep: Class 12 contains 10232 members 
Mstep: Class 13 contains 344 members 
Mstep: Class 14 contains 44236 members 
Mstep: Class 15 contains 41500 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 9232 members 
Mstep: Class 21 contains 12615 members 
Mstep: Class 23 contains 34280 members 
Entering Unmasked Estep 
Score: -54034548.000000 Penalty: 44202.781250
Splitting cluster 4 changes total score from -54035336.000000 to -54034548.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (5124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Entering Unmasked Estep 
Score: -663221.562500 Penalty: 1388.024780
	Iteration 0F: 2 clusters Score -663221.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -659159.687500 Penalty: 2776.049561
	Iteration 0F: 3 clusters Score -659159.7 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -660227.125000 Penalty: 2776.049561
	Iteration 1F: 3 clusters Score -660227.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -660384.187500 Penalty: 2776.049561
	Iteration 2F: 3 clusters Score -660384.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -660503.500000 Penalty: 2776.049561
	Iteration 3Q: 3 clusters Score -660503.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -660614.375000 Penalty: 2776.049561
	Iteration 4Q: 3 clusters Score -660614.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -660716.937500 Penalty: 2776.049561
	Iteration 5Q: 3 clusters Score -660716.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -660826.000000 Penalty: 2776.049561
	Iteration 6Q: 3 clusters Score -660826 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -660931.562500 Penalty: 2776.049561
	Iteration 7Q: 3 clusters Score -660931.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -661075.750000 Penalty: 2776.049561
	Iteration 8Q: 3 clusters Score -661075.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -661220.625000 Penalty: 2776.049561
	Iteration 9Q: 3 clusters Score -661220.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -661352.687500 Penalty: 2776.049561
	Iteration 10Q: 3 clusters Score -661352.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -661484.500000 Penalty: 2776.049561
	Iteration 11Q: 3 clusters Score -661484.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -661600.375000 Penalty: 2776.049561
	Iteration 12Q: 3 clusters Score -661600.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -661676.562500 Penalty: 2776.049561
	Iteration 13Q: 3 clusters Score -661676.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -661750.062500 Penalty: 2776.049561
	Iteration 14Q: 3 clusters Score -661750.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -661806.125000 Penalty: 2776.049561
	Iteration 15Q: 3 clusters Score -661806.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -661861.187500 Penalty: 2776.049561
	Iteration 16Q: 3 clusters Score -661861.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -661896.437500 Penalty: 2776.049561
	Iteration 17Q: 3 clusters Score -661896.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -661916.500000 Penalty: 2776.049561
	Iteration 18Q: 3 clusters Score -661916.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -661932.250000 Penalty: 2776.049561
	Iteration 19Q: 3 clusters Score -661932.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -661945.187500 Penalty: 2776.049561
	Iteration 20F: 3 clusters Score -661945.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -661960.875000 Penalty: 2776.049561
	Iteration 21Q: 3 clusters Score -661960.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -661973.000000 Penalty: 2776.049561
	Iteration 22Q: 3 clusters Score -661973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -661980.375000 Penalty: 2776.049561
	Iteration 23Q: 3 clusters Score -661980.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -661982.750000 Penalty: 2776.049561
	Iteration 24Q: 3 clusters Score -661982.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -661982.750000 Penalty: 2776.049561
	Iteration 25F: 3 clusters Score -661982.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71768 members 
Entering Unmasked Estep 
Score: -9393768.000000 Penalty: 1816.944092
	Iteration 0F: 2 clusters Score -9393768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -9349156.000000 Penalty: 3633.888184
	Iteration 0F: 3 clusters Score -9349156 nChanged 34000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -9368471.000000 Penalty: 3633.888184
	Iteration 1F: 3 clusters Score -9368471 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -9368973.000000 Penalty: 3633.888184
	Iteration 2Q: 3 clusters Score -9368973 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -9369403.000000 Penalty: 3633.888184
	Iteration 3Q: 3 clusters Score -9369403 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -9369885.000000 Penalty: 3633.888184
	Iteration 4Q: 3 clusters Score -9369885 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -9370489.000000 Penalty: 3633.888184
	Iteration 5Q: 3 clusters Score -9370489 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -9371129.000000 Penalty: 3633.888184
	Iteration 6Q: 3 clusters Score -9371129 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -9372087.000000 Penalty: 3633.888184
	Iteration 7Q: 3 clusters Score -9372087 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -9373429.000000 Penalty: 3633.888184
	Iteration 8Q: 3 clusters Score -9373429 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -9375367.000000 Penalty: 3633.888184
	Iteration 9F: 3 clusters Score -9375367 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -9378540.000000 Penalty: 3633.888184
	Iteration 10F: 3 clusters Score -9378540 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -9381770.000000 Penalty: 3633.888184
	Iteration 11F: 3 clusters Score -9381770 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -9383953.000000 Penalty: 3633.888184
	Iteration 12F: 3 clusters Score -9383953 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -9384819.000000 Penalty: 3633.888184
	Iteration 13Q: 3 clusters Score -9384819 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -9385149.000000 Penalty: 3633.888184
	Iteration 14Q: 3 clusters Score -9385149 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -9385376.000000 Penalty: 3633.888184
	Iteration 15Q: 3 clusters Score -9385376 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -9385518.000000 Penalty: 3633.888184
	Iteration 16Q: 3 clusters Score -9385518 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -9385652.000000 Penalty: 3633.888184
	Iteration 17Q: 3 clusters Score -9385652 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -9385835.000000 Penalty: 3633.888184
	Iteration 18Q: 3 clusters Score -9385835 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -9385976.000000 Penalty: 3633.888184
	Iteration 19Q: 3 clusters Score -9385976 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -9386106.000000 Penalty: 3633.888184
	Iteration 20F: 3 clusters Score -9386106 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -9386291.000000 Penalty: 3633.888184
	Iteration 21Q: 3 clusters Score -9386291 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -9386382.000000 Penalty: 3633.888184
	Iteration 22Q: 3 clusters Score -9386382 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -9386518.000000 Penalty: 3633.888184
	Iteration 23Q: 3 clusters Score -9386518 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -9386653.000000 Penalty: 3633.888184
	Iteration 24Q: 3 clusters Score -9386653 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -9386768.000000 Penalty: 3633.888184
	Iteration 25Q: 3 clusters Score -9386768 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -9386890.000000 Penalty: 3633.888184
	Iteration 26Q: 3 clusters Score -9386890 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -9387025.000000 Penalty: 3633.888184
	Iteration 27Q: 3 clusters Score -9387025 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -9387073.000000 Penalty: 3633.888184
	Iteration 28Q: 3 clusters Score -9387073 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -9387108.000000 Penalty: 3633.888184
	Iteration 29Q: 3 clusters Score -9387108 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -9387158.000000 Penalty: 3633.888184
	Iteration 30Q: 3 clusters Score -9387158 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -9387190.000000 Penalty: 3633.888184
	Iteration 31Q: 3 clusters Score -9387190 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -9387236.000000 Penalty: 3633.888184
	Iteration 32Q: 3 clusters Score -9387236 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -9387242.000000 Penalty: 3633.888184
	Iteration 33Q: 3 clusters Score -9387242 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -9387240.000000 Penalty: 3633.888184
	Iteration 34Q: 3 clusters Score -9387240 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -9387215.000000 Penalty: 3633.888184
	Iteration 35Q: 3 clusters Score -9387215 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -9387222.000000 Penalty: 3633.888184
	Iteration 36Q: 3 clusters Score -9387222 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -9387221.000000 Penalty: 3633.888184
	Iteration 37Q: 3 clusters Score -9387221 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -9387213.000000 Penalty: 3633.888184
	Iteration 38Q: 3 clusters Score -9387213 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -9387226.000000 Penalty: 3633.888184
	Iteration 39Q: 3 clusters Score -9387226 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -9387218.000000 Penalty: 3633.888184
	Iteration 40F: 3 clusters Score -9387218 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -9387220.000000 Penalty: 3633.888184
	Iteration 41Q: 3 clusters Score -9387220 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -9387210.000000 Penalty: 3633.888184
	Iteration 42Q: 3 clusters Score -9387210 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -9387212.000000 Penalty: 3633.888184
	Iteration 43Q: 3 clusters Score -9387212 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -9387217.000000 Penalty: 3633.888184
	Iteration 44Q: 3 clusters Score -9387217 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -9387224.000000 Penalty: 3633.888184
	Iteration 45Q: 3 clusters Score -9387224 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -9387234.000000 Penalty: 3633.888184
	Iteration 46Q: 3 clusters Score -9387234 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -9387224.000000 Penalty: 3633.888184
	Iteration 47Q: 3 clusters Score -9387224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -9387227.000000 Penalty: 3633.888184
	Iteration 48Q: 3 clusters Score -9387227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -9387214.000000 Penalty: 3633.888184
	Iteration 49Q: 3 clusters Score -9387214 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -9387232.000000 Penalty: 3633.888184
	Iteration 50Q: 3 clusters Score -9387232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -9387243.000000 Penalty: 3633.888184
	Iteration 51Q: 3 clusters Score -9387243 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -9387236.000000 Penalty: 3633.888184
	Iteration 52Q: 3 clusters Score -9387236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 34650 members 
Entering Unmasked Estep 
Score: -9387226.000000 Penalty: 3633.888184
	Iteration 53Q: 3 clusters Score -9387226 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -9387208.000000 Penalty: 3633.888184
	Iteration 54Q: 3 clusters Score -9387208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -9387220.000000 Penalty: 3633.888184
	Iteration 55Q: 3 clusters Score -9387220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -9387228.000000 Penalty: 3633.888184
	Iteration 56Q: 3 clusters Score -9387228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -9387226.000000 Penalty: 3633.888184
	Iteration 57Q: 3 clusters Score -9387226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -9387227.000000 Penalty: 3633.888184
	Iteration 58Q: 3 clusters Score -9387227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -9387228.000000 Penalty: 3633.888184
	Iteration 59Q: 3 clusters Score -9387228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -9387225.000000 Penalty: 3633.888184
	Iteration 60F: 3 clusters Score -9387225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -9387214.000000 Penalty: 3633.888184
	Iteration 61Q: 3 clusters Score -9387214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -9387217.000000 Penalty: 3633.888184
	Iteration 62Q: 3 clusters Score -9387217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -9387223.000000 Penalty: 3633.888184
	Iteration 63Q: 3 clusters Score -9387223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -9387216.000000 Penalty: 3633.888184
	Iteration 64Q: 3 clusters Score -9387216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -9387222.000000 Penalty: 3633.888184
	Iteration 65Q: 3 clusters Score -9387222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -9387230.000000 Penalty: 3633.888184
	Iteration 66Q: 3 clusters Score -9387230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -9387231.000000 Penalty: 3633.888184
	Iteration 67Q: 3 clusters Score -9387231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -9387231.000000 Penalty: 3633.888184
	Iteration 68Q: 3 clusters Score -9387231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -9387234.000000 Penalty: 3633.888184
	Iteration 69Q: 3 clusters Score -9387234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -9387232.000000 Penalty: 3633.888184
	Iteration 70Q: 3 clusters Score -9387232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -9387227.000000 Penalty: 3633.888184
	Iteration 71Q: 3 clusters Score -9387227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -9387224.000000 Penalty: 3633.888184
	Iteration 72Q: 3 clusters Score -9387224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -9387231.000000 Penalty: 3633.888184
	Iteration 73Q: 3 clusters Score -9387231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -9387228.000000 Penalty: 3633.888184
	Iteration 74Q: 3 clusters Score -9387228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -9387238.000000 Penalty: 3633.888184
	Iteration 75Q: 3 clusters Score -9387238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -9387238.000000 Penalty: 3633.888184
	Iteration 76Q: 3 clusters Score -9387238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -9387237.000000 Penalty: 3633.888184
	Iteration 77Q: 3 clusters Score -9387237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -9387240.000000 Penalty: 3633.888184
	Iteration 78Q: 3 clusters Score -9387240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -9387242.000000 Penalty: 3633.888184
	Iteration 79Q: 3 clusters Score -9387242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -9387240.000000 Penalty: 3633.888184
	Iteration 80F: 3 clusters Score -9387240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -9387233.000000 Penalty: 3633.888184
	Iteration 81Q: 3 clusters Score -9387233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -9387229.000000 Penalty: 3633.888184
	Iteration 82Q: 3 clusters Score -9387229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -9387213.000000 Penalty: 3633.888184
	Iteration 83Q: 3 clusters Score -9387213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -9387224.000000 Penalty: 3633.888184
	Iteration 84Q: 3 clusters Score -9387224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -9387223.000000 Penalty: 3633.888184
	Iteration 85Q: 3 clusters Score -9387223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -9387217.000000 Penalty: 3633.888184
	Iteration 86Q: 3 clusters Score -9387217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -9387217.000000 Penalty: 3633.888184
	Iteration 87F: 3 clusters Score -9387217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -123301.039062 Penalty: 1120.219116
	Iteration 0F: 2 clusters Score -123301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -121892.898438 Penalty: 2240.438232
	Iteration 0F: 3 clusters Score -121892.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -122150.031250 Penalty: 2240.438232
	Iteration 1F: 3 clusters Score -122150 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -122219.968750 Penalty: 2240.438232
	Iteration 2F: 3 clusters Score -122220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -122251.234375 Penalty: 2240.438232
	Iteration 3Q: 3 clusters Score -122251.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -122264.781250 Penalty: 2240.438232
	Iteration 4Q: 3 clusters Score -122264.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -122278.109375 Penalty: 2240.438232
	Iteration 5Q: 3 clusters Score -122278.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -122282.296875 Penalty: 2240.438232
	Iteration 6Q: 3 clusters Score -122282.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -122287.742188 Penalty: 2240.438232
	Iteration 7Q: 3 clusters Score -122287.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -122294.156250 Penalty: 2240.438232
	Iteration 8Q: 3 clusters Score -122294.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -122299.484375 Penalty: 2240.438232
	Iteration 9Q: 3 clusters Score -122299.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -122303.148438 Penalty: 2240.438232
	Iteration 10Q: 3 clusters Score -122303.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -122305.789062 Penalty: 2240.438232
	Iteration 11Q: 3 clusters Score -122305.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -122307.148438 Penalty: 2240.438232
	Iteration 12Q: 3 clusters Score -122307.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -122308.929688 Penalty: 2240.438232
	Iteration 13Q: 3 clusters Score -122308.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -122308.929688 Penalty: 2240.438232
	Iteration 14F: 3 clusters Score -122308.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -470307.000000 Penalty: 1331.337646
	Iteration 0F: 2 clusters Score -470307 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 1810 members 
Entering Unmasked Estep 
Score: -467197.500000 Penalty: 2662.675293
	Iteration 0F: 3 clusters Score -467197.5 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -467965.625000 Penalty: 2662.675293
	Iteration 1F: 3 clusters Score -467965.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -468096.218750 Penalty: 2662.675293
	Iteration 2F: 3 clusters Score -468096.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -468175.812500 Penalty: 2662.675293
	Iteration 3F: 3 clusters Score -468175.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -468246.250000 Penalty: 2662.675293
	Iteration 4Q: 3 clusters Score -468246.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -468294.375000 Penalty: 2662.675293
	Iteration 5Q: 3 clusters Score -468294.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -468327.156250 Penalty: 2662.675293
	Iteration 6Q: 3 clusters Score -468327.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -468351.031250 Penalty: 2662.675293
	Iteration 7Q: 3 clusters Score -468351 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -468376.187500 Penalty: 2662.675293
	Iteration 8Q: 3 clusters Score -468376.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -468401.625000 Penalty: 2662.675293
	Iteration 9Q: 3 clusters Score -468401.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -468428.593750 Penalty: 2662.675293
	Iteration 10Q: 3 clusters Score -468428.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -468456.125000 Penalty: 2662.675293
	Iteration 11Q: 3 clusters Score -468456.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -468481.312500 Penalty: 2662.675293
	Iteration 12Q: 3 clusters Score -468481.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -468504.437500 Penalty: 2662.675293
	Iteration 13Q: 3 clusters Score -468504.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -468532.375000 Penalty: 2662.675293
	Iteration 14Q: 3 clusters Score -468532.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -468553.125000 Penalty: 2662.675293
	Iteration 15Q: 3 clusters Score -468553.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -468580.531250 Penalty: 2662.675293
	Iteration 16Q: 3 clusters Score -468580.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -468605.125000 Penalty: 2662.675293
	Iteration 17Q: 3 clusters Score -468605.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -468639.218750 Penalty: 2662.675293
	Iteration 18Q: 3 clusters Score -468639.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -468675.000000 Penalty: 2662.675293
	Iteration 19Q: 3 clusters Score -468675 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -468714.250000 Penalty: 2662.675293
	Iteration 20F: 3 clusters Score -468714.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -468763.312500 Penalty: 2662.675293
	Iteration 21Q: 3 clusters Score -468763.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -468806.187500 Penalty: 2662.675293
	Iteration 22Q: 3 clusters Score -468806.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -468840.375000 Penalty: 2662.675293
	Iteration 23Q: 3 clusters Score -468840.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -468866.937500 Penalty: 2662.675293
	Iteration 24Q: 3 clusters Score -468866.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -468889.343750 Penalty: 2662.675293
	Iteration 25Q: 3 clusters Score -468889.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -468912.375000 Penalty: 2662.675293
	Iteration 26Q: 3 clusters Score -468912.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -468933.812500 Penalty: 2662.675293
	Iteration 27Q: 3 clusters Score -468933.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -468952.625000 Penalty: 2662.675293
	Iteration 28Q: 3 clusters Score -468952.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -468973.593750 Penalty: 2662.675293
	Iteration 29Q: 3 clusters Score -468973.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -468986.656250 Penalty: 2662.675293
	Iteration 30Q: 3 clusters Score -468986.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -468997.375000 Penalty: 2662.675293
	Iteration 31Q: 3 clusters Score -468997.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -469009.593750 Penalty: 2662.675293
	Iteration 32Q: 3 clusters Score -469009.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -469019.906250 Penalty: 2662.675293
	Iteration 33Q: 3 clusters Score -469019.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -469025.625000 Penalty: 2662.675293
	Iteration 34Q: 3 clusters Score -469025.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -469033.375000 Penalty: 2662.675293
	Iteration 35Q: 3 clusters Score -469033.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -469039.781250 Penalty: 2662.675293
	Iteration 36Q: 3 clusters Score -469039.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -469045.687500 Penalty: 2662.675293
	Iteration 37Q: 3 clusters Score -469045.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -469054.500000 Penalty: 2662.675293
	Iteration 38Q: 3 clusters Score -469054.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -469066.625000 Penalty: 2662.675293
	Iteration 39Q: 3 clusters Score -469066.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -469079.312500 Penalty: 2662.675293
	Iteration 40F: 3 clusters Score -469079.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -469089.156250 Penalty: 2662.675293
	Iteration 41Q: 3 clusters Score -469089.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -469097.875000 Penalty: 2662.675293
	Iteration 42Q: 3 clusters Score -469097.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -469105.562500 Penalty: 2662.675293
	Iteration 43Q: 3 clusters Score -469105.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -469113.812500 Penalty: 2662.675293
	Iteration 44Q: 3 clusters Score -469113.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -469120.437500 Penalty: 2662.675293
	Iteration 45Q: 3 clusters Score -469120.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -469125.812500 Penalty: 2662.675293
	Iteration 46Q: 3 clusters Score -469125.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -469131.750000 Penalty: 2662.675293
	Iteration 47Q: 3 clusters Score -469131.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -469134.312500 Penalty: 2662.675293
	Iteration 48Q: 3 clusters Score -469134.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -469134.312500 Penalty: 2662.675293
	Iteration 49F: 3 clusters Score -469134.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -27918.966797 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -27918.97 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 204 members 
Entering Unmasked Estep 
Score: -27106.462891 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -27106.46 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27405.169922 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -27405.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -27603.595703 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -27603.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27699.302734 Penalty: 1937.326660
	Iteration 3F: 3 clusters Score -27699.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -27739.572266 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -27739.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27752.798828 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -27752.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27767.916016 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -27767.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27777.361328 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -27777.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27780.066406 Penalty: 1937.326660
	Iteration 8Q: 3 clusters Score -27780.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -27783.142578 Penalty: 1937.326660
	Iteration 9Q: 3 clusters Score -27783.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -27796.511719 Penalty: 1937.326660
	Iteration 10Q: 3 clusters Score -27796.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27802.445312 Penalty: 1937.326660
	Iteration 11Q: 3 clusters Score -27802.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -27802.445312 Penalty: 1937.326660
	Iteration 12F: 3 clusters Score -27802.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Entering Unmasked Estep 
Score: -3028087.000000 Penalty: 1633.014282
	Iteration 0F: 2 clusters Score -3028087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -3012336.250000 Penalty: 3266.028564
	Iteration 0F: 3 clusters Score -3012336 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -3018127.500000 Penalty: 3266.028564
	Iteration 1F: 3 clusters Score -3018128 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -3018572.500000 Penalty: 3266.028564
	Iteration 2F: 3 clusters Score -3018572 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3019096.500000 Penalty: 3266.028564
	Iteration 3F: 3 clusters Score -3019096 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -3019794.250000 Penalty: 3266.028564
	Iteration 4F: 3 clusters Score -3019794 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -3020742.250000 Penalty: 3266.028564
	Iteration 5F: 3 clusters Score -3020742 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -3021948.500000 Penalty: 3266.028564
	Iteration 6F: 3 clusters Score -3021948 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -3023298.750000 Penalty: 3266.028564
	Iteration 7F: 3 clusters Score -3023299 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -3024503.250000 Penalty: 3266.028564
	Iteration 8F: 3 clusters Score -3024503 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -3025279.500000 Penalty: 3266.028564
	Iteration 9Q: 3 clusters Score -3025280 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -3025770.000000 Penalty: 3266.028564
	Iteration 10Q: 3 clusters Score -3025770 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -3026090.250000 Penalty: 3266.028564
	Iteration 11Q: 3 clusters Score -3026090 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -3026263.250000 Penalty: 3266.028564
	Iteration 12Q: 3 clusters Score -3026263 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -3026360.000000 Penalty: 3266.028564
	Iteration 13Q: 3 clusters Score -3026360 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -3026421.750000 Penalty: 3266.028564
	Iteration 14Q: 3 clusters Score -3026422 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -3026468.500000 Penalty: 3266.028564
	Iteration 15Q: 3 clusters Score -3026468 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -3026505.750000 Penalty: 3266.028564
	Iteration 16Q: 3 clusters Score -3026506 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3026538.000000 Penalty: 3266.028564
	Iteration 17Q: 3 clusters Score -3026538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -3026569.250000 Penalty: 3266.028564
	Iteration 18Q: 3 clusters Score -3026569 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -3026593.250000 Penalty: 3266.028564
	Iteration 19Q: 3 clusters Score -3026593 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -3026603.750000 Penalty: 3266.028564
	Iteration 20F: 3 clusters Score -3026604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -3026620.750000 Penalty: 3266.028564
	Iteration 21Q: 3 clusters Score -3026621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -3026629.000000 Penalty: 3266.028564
	Iteration 22Q: 3 clusters Score -3026629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -3026637.250000 Penalty: 3266.028564
	Iteration 23Q: 3 clusters Score -3026637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -3026648.750000 Penalty: 3266.028564
	Iteration 24Q: 3 clusters Score -3026649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3026660.250000 Penalty: 3266.028564
	Iteration 25Q: 3 clusters Score -3026660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -3026665.250000 Penalty: 3266.028564
	Iteration 26Q: 3 clusters Score -3026665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -3026668.250000 Penalty: 3266.028564
	Iteration 27Q: 3 clusters Score -3026668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -3026673.000000 Penalty: 3266.028564
	Iteration 28Q: 3 clusters Score -3026673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -3026681.750000 Penalty: 3266.028564
	Iteration 29Q: 3 clusters Score -3026682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -3026685.500000 Penalty: 3266.028564
	Iteration 30Q: 3 clusters Score -3026686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -3026691.500000 Penalty: 3266.028564
	Iteration 31Q: 3 clusters Score -3026692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -3026695.000000 Penalty: 3266.028564
	Iteration 32Q: 3 clusters Score -3026695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -3026694.000000 Penalty: 3266.028564
	Iteration 33Q: 3 clusters Score -3026694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -3026695.750000 Penalty: 3266.028564
	Iteration 34Q: 3 clusters Score -3026696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -3026694.750000 Penalty: 3266.028564
	Iteration 35Q: 3 clusters Score -3026695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -3026696.000000 Penalty: 3266.028564
	Iteration 36Q: 3 clusters Score -3026696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -3026700.000000 Penalty: 3266.028564
	Iteration 37Q: 3 clusters Score -3026700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -3026704.500000 Penalty: 3266.028564
	Iteration 38Q: 3 clusters Score -3026704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -3026706.500000 Penalty: 3266.028564
	Iteration 39Q: 3 clusters Score -3026706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -3026708.500000 Penalty: 3266.028564
	Iteration 40F: 3 clusters Score -3026708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -3026710.500000 Penalty: 3266.028564
	Iteration 41Q: 3 clusters Score -3026710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -3026710.500000 Penalty: 3266.028564
	Iteration 42F: 3 clusters Score -3026710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (105059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105059 members 
Entering Unmasked Estep 
Score: -13564635.000000 Penalty: 1878.870117
	Iteration 0F: 2 clusters Score -1.356464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -13495179.000000 Penalty: 3757.740234
	Iteration 0F: 3 clusters Score -1.349518e+07 nChanged 50286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -13524673.000000 Penalty: 3757.740234
	Iteration 1F: 3 clusters Score -1.352467e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51781 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -13525419.000000 Penalty: 3757.740234
	Iteration 2Q: 3 clusters Score -1.352542e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51095 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -13526438.000000 Penalty: 3757.740234
	Iteration 3Q: 3 clusters Score -1.352644e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -13527822.000000 Penalty: 3757.740234
	Iteration 4Q: 3 clusters Score -1.352782e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -13529762.000000 Penalty: 3757.740234
	Iteration 5Q: 3 clusters Score -1.352976e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -13532715.000000 Penalty: 3757.740234
	Iteration 6F: 3 clusters Score -1.353272e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -13537007.000000 Penalty: 3757.740234
	Iteration 7F: 3 clusters Score -1.353701e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 67520 members 
Entering Unmasked Estep 
Score: -13542346.000000 Penalty: 3757.740234
	Iteration 8F: 3 clusters Score -1.354235e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 71286 members 
Entering Unmasked Estep 
Score: -13547034.000000 Penalty: 3757.740234
	Iteration 9F: 3 clusters Score -1.354703e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 74291 members 
Entering Unmasked Estep 
Score: -13549776.000000 Penalty: 3757.740234
	Iteration 10Q: 3 clusters Score -1.354978e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 76878 members 
Entering Unmasked Estep 
Score: -13551239.000000 Penalty: 3757.740234
	Iteration 11Q: 3 clusters Score -1.355124e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 79150 members 
Entering Unmasked Estep 
Score: -13552156.000000 Penalty: 3757.740234
	Iteration 12Q: 3 clusters Score -1.355216e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 81357 members 
Entering Unmasked Estep 
Score: -13552959.000000 Penalty: 3757.740234
	Iteration 13Q: 3 clusters Score -1.355296e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 83489 members 
Entering Unmasked Estep 
Score: -13553838.000000 Penalty: 3757.740234
	Iteration 14Q: 3 clusters Score -1.355384e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 85563 members 
Entering Unmasked Estep 
Score: -13554592.000000 Penalty: 3757.740234
	Iteration 15Q: 3 clusters Score -1.355459e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 87537 members 
Entering Unmasked Estep 
Score: -13555484.000000 Penalty: 3757.740234
	Iteration 16Q: 3 clusters Score -1.355548e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 89452 members 
Entering Unmasked Estep 
Score: -13556301.000000 Penalty: 3757.740234
	Iteration 17Q: 3 clusters Score -1.35563e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 91194 members 
Entering Unmasked Estep 
Score: -13557072.000000 Penalty: 3757.740234
	Iteration 18Q: 3 clusters Score -1.355707e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 92814 members 
Entering Unmasked Estep 
Score: -13558047.000000 Penalty: 3757.740234
	Iteration 19Q: 3 clusters Score -1.355805e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 94346 members 
Entering Unmasked Estep 
Score: -13559141.000000 Penalty: 3757.740234
	Iteration 20F: 3 clusters Score -1.355914e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 95805 members 
Entering Unmasked Estep 
Score: -13560104.000000 Penalty: 3757.740234
	Iteration 21Q: 3 clusters Score -1.35601e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 97123 members 
Entering Unmasked Estep 
Score: -13560973.000000 Penalty: 3757.740234
	Iteration 22Q: 3 clusters Score -1.356097e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 98282 members 
Entering Unmasked Estep 
Score: -13561651.000000 Penalty: 3757.740234
	Iteration 23Q: 3 clusters Score -1.356165e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 99235 members 
Entering Unmasked Estep 
Score: -13562167.000000 Penalty: 3757.740234
	Iteration 24Q: 3 clusters Score -1.356217e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 100059 members 
Entering Unmasked Estep 
Score: -13562593.000000 Penalty: 3757.740234
	Iteration 25Q: 3 clusters Score -1.356259e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 100721 members 
Entering Unmasked Estep 
Score: -13562893.000000 Penalty: 3757.740234
	Iteration 26Q: 3 clusters Score -1.356289e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 101263 members 
Entering Unmasked Estep 
Score: -13563133.000000 Penalty: 3757.740234
	Iteration 27Q: 3 clusters Score -1.356313e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 101679 members 
Entering Unmasked Estep 
Score: -13563218.000000 Penalty: 3757.740234
	Iteration 28Q: 3 clusters Score -1.356322e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 102024 members 
Entering Unmasked Estep 
Score: -13563339.000000 Penalty: 3757.740234
	Iteration 29Q: 3 clusters Score -1.356334e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 102286 members 
Entering Unmasked Estep 
Score: -13563355.000000 Penalty: 3757.740234
	Iteration 30Q: 3 clusters Score -1.356336e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 102503 members 
Entering Unmasked Estep 
Score: -13563384.000000 Penalty: 3757.740234
	Iteration 31Q: 3 clusters Score -1.356338e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 102687 members 
Entering Unmasked Estep 
Score: -13563401.000000 Penalty: 3757.740234
	Iteration 32Q: 3 clusters Score -1.35634e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 102833 members 
Entering Unmasked Estep 
Score: -13563396.000000 Penalty: 3757.740234
	Iteration 33Q: 3 clusters Score -1.35634e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 102962 members 
Entering Unmasked Estep 
Score: -13563400.000000 Penalty: 3757.740234
	Iteration 34Q: 3 clusters Score -1.35634e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 103057 members 
Entering Unmasked Estep 
Score: -13563402.000000 Penalty: 3757.740234
	Iteration 35Q: 3 clusters Score -1.35634e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 103146 members 
Entering Unmasked Estep 
Score: -13563401.000000 Penalty: 3757.740234
	Iteration 36Q: 3 clusters Score -1.35634e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 103221 members 
Entering Unmasked Estep 
Score: -13563414.000000 Penalty: 3757.740234
	Iteration 37Q: 3 clusters Score -1.356341e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 103289 members 
Entering Unmasked Estep 
Score: -13563430.000000 Penalty: 3757.740234
	Iteration 38Q: 3 clusters Score -1.356343e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 103348 members 
Entering Unmasked Estep 
Score: -13563427.000000 Penalty: 3757.740234
	Iteration 39Q: 3 clusters Score -1.356343e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 103397 members 
Entering Unmasked Estep 
Score: -13563456.000000 Penalty: 3757.740234
	Iteration 40F: 3 clusters Score -1.356346e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 103442 members 
Entering Unmasked Estep 
Score: -13563468.000000 Penalty: 3757.740234
	Iteration 41Q: 3 clusters Score -1.356347e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 103472 members 
Entering Unmasked Estep 
Score: -13563449.000000 Penalty: 3757.740234
	Iteration 42Q: 3 clusters Score -1.356345e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 103494 members 
Entering Unmasked Estep 
Score: -13563451.000000 Penalty: 3757.740234
	Iteration 43Q: 3 clusters Score -1.356345e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 103521 members 
Entering Unmasked Estep 
Score: -13563453.000000 Penalty: 3757.740234
	Iteration 44Q: 3 clusters Score -1.356345e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 103548 members 
Entering Unmasked Estep 
Score: -13563448.000000 Penalty: 3757.740234
	Iteration 45Q: 3 clusters Score -1.356345e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 103568 members 
Entering Unmasked Estep 
Score: -13563460.000000 Penalty: 3757.740234
	Iteration 46Q: 3 clusters Score -1.356346e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 103587 members 
Entering Unmasked Estep 
Score: -13563451.000000 Penalty: 3757.740234
	Iteration 47Q: 3 clusters Score -1.356345e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 103607 members 
Entering Unmasked Estep 
Score: -13563462.000000 Penalty: 3757.740234
	Iteration 48Q: 3 clusters Score -1.356346e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 103623 members 
Entering Unmasked Estep 
Score: -13563462.000000 Penalty: 3757.740234
	Iteration 49Q: 3 clusters Score -1.356346e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 103643 members 
Entering Unmasked Estep 
Score: -13563456.000000 Penalty: 3757.740234
	Iteration 50Q: 3 clusters Score -1.356346e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 103653 members 
Entering Unmasked Estep 
Score: -13563453.000000 Penalty: 3757.740234
	Iteration 51Q: 3 clusters Score -1.356345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 103662 members 
Entering Unmasked Estep 
Score: -13563450.000000 Penalty: 3757.740234
	Iteration 52Q: 3 clusters Score -1.356345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 103673 members 
Entering Unmasked Estep 
Score: -13563438.000000 Penalty: 3757.740234
	Iteration 53Q: 3 clusters Score -1.356344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 103682 members 
Entering Unmasked Estep 
Score: -13563440.000000 Penalty: 3757.740234
	Iteration 54Q: 3 clusters Score -1.356344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 103691 members 
Entering Unmasked Estep 
Score: -13563434.000000 Penalty: 3757.740234
	Iteration 55Q: 3 clusters Score -1.356343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 103697 members 
Entering Unmasked Estep 
Score: -13563429.000000 Penalty: 3757.740234
	Iteration 56Q: 3 clusters Score -1.356343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 103705 members 
Entering Unmasked Estep 
Score: -13563433.000000 Penalty: 3757.740234
	Iteration 57Q: 3 clusters Score -1.356343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 103714 members 
Entering Unmasked Estep 
Score: -13563446.000000 Penalty: 3757.740234
	Iteration 58Q: 3 clusters Score -1.356345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 103720 members 
Entering Unmasked Estep 
Score: -13563443.000000 Penalty: 3757.740234
	Iteration 59Q: 3 clusters Score -1.356344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 103725 members 
Entering Unmasked Estep 
Score: -13563443.000000 Penalty: 3757.740234
	Iteration 60F: 3 clusters Score -1.356344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Entering Unmasked Estep 
Score: -1280239.875000 Penalty: 1500.407227
	Iteration 0F: 2 clusters Score -1280240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1272936.125000 Penalty: 3000.814453
	Iteration 0F: 3 clusters Score -1272936 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1275231.375000 Penalty: 3000.814453
	Iteration 1F: 3 clusters Score -1275231 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1275433.000000 Penalty: 3000.814453
	Iteration 2F: 3 clusters Score -1275433 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1275600.125000 Penalty: 3000.814453
	Iteration 3Q: 3 clusters Score -1275600 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1275767.250000 Penalty: 3000.814453
	Iteration 4Q: 3 clusters Score -1275767 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1275979.000000 Penalty: 3000.814453
	Iteration 5Q: 3 clusters Score -1275979 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1276259.125000 Penalty: 3000.814453
	Iteration 6Q: 3 clusters Score -1276259 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1276587.625000 Penalty: 3000.814453
	Iteration 7F: 3 clusters Score -1276588 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1276992.500000 Penalty: 3000.814453
	Iteration 8F: 3 clusters Score -1276992 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1277425.375000 Penalty: 3000.814453
	Iteration 9F: 3 clusters Score -1277425 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1277857.000000 Penalty: 3000.814453
	Iteration 10Q: 3 clusters Score -1277857 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1278249.500000 Penalty: 3000.814453
	Iteration 11Q: 3 clusters Score -1278250 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1278463.250000 Penalty: 3000.814453
	Iteration 12Q: 3 clusters Score -1278463 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1278551.625000 Penalty: 3000.814453
	Iteration 13Q: 3 clusters Score -1278552 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1278616.000000 Penalty: 3000.814453
	Iteration 14Q: 3 clusters Score -1278616 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1278687.375000 Penalty: 3000.814453
	Iteration 15Q: 3 clusters Score -1278687 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1278740.250000 Penalty: 3000.814453
	Iteration 16Q: 3 clusters Score -1278740 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1278785.125000 Penalty: 3000.814453
	Iteration 17Q: 3 clusters Score -1278785 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1278816.500000 Penalty: 3000.814453
	Iteration 18Q: 3 clusters Score -1278816 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1278836.875000 Penalty: 3000.814453
	Iteration 19Q: 3 clusters Score -1278837 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1278851.625000 Penalty: 3000.814453
	Iteration 20F: 3 clusters Score -1278852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1278867.125000 Penalty: 3000.814453
	Iteration 21Q: 3 clusters Score -1278867 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1278876.250000 Penalty: 3000.814453
	Iteration 22Q: 3 clusters Score -1278876 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1278888.625000 Penalty: 3000.814453
	Iteration 23Q: 3 clusters Score -1278889 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1278902.250000 Penalty: 3000.814453
	Iteration 24Q: 3 clusters Score -1278902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1278908.625000 Penalty: 3000.814453
	Iteration 25Q: 3 clusters Score -1278909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1278911.625000 Penalty: 3000.814453
	Iteration 26Q: 3 clusters Score -1278912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1278916.375000 Penalty: 3000.814453
	Iteration 27Q: 3 clusters Score -1278916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1278923.500000 Penalty: 3000.814453
	Iteration 28Q: 3 clusters Score -1278924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1278922.375000 Penalty: 3000.814453
	Iteration 29Q: 3 clusters Score -1278922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1278925.500000 Penalty: 3000.814453
	Iteration 30Q: 3 clusters Score -1278926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1278928.750000 Penalty: 3000.814453
	Iteration 31Q: 3 clusters Score -1278929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1278930.000000 Penalty: 3000.814453
	Iteration 32Q: 3 clusters Score -1278930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1278930.250000 Penalty: 3000.814453
	Iteration 33Q: 3 clusters Score -1278930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1278931.375000 Penalty: 3000.814453
	Iteration 34Q: 3 clusters Score -1278931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1278933.500000 Penalty: 3000.814453
	Iteration 35Q: 3 clusters Score -1278934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1278935.250000 Penalty: 3000.814453
	Iteration 36Q: 3 clusters Score -1278935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1278935.250000 Penalty: 3000.814453
	Iteration 37F: 3 clusters Score -1278935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Entering Unmasked Estep 
Score: -5866892.500000 Penalty: 1738.310303
	Iteration 0F: 2 clusters Score -5866892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -5837914.500000 Penalty: 3476.620605
	Iteration 0F: 3 clusters Score -5837914 nChanged 20614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -5849512.500000 Penalty: 3476.620605
	Iteration 1F: 3 clusters Score -5849512 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -5849857.000000 Penalty: 3476.620605
	Iteration 2Q: 3 clusters Score -5849857 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -5850186.500000 Penalty: 3476.620605
	Iteration 3Q: 3 clusters Score -5850186 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -5850656.500000 Penalty: 3476.620605
	Iteration 4Q: 3 clusters Score -5850656 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -5851272.500000 Penalty: 3476.620605
	Iteration 5Q: 3 clusters Score -5851272 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -5852266.000000 Penalty: 3476.620605
	Iteration 6Q: 3 clusters Score -5852266 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -5853818.500000 Penalty: 3476.620605
	Iteration 7F: 3 clusters Score -5853818 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -5856178.500000 Penalty: 3476.620605
	Iteration 8F: 3 clusters Score -5856178 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -5859102.000000 Penalty: 3476.620605
	Iteration 9F: 3 clusters Score -5859102 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -5861657.000000 Penalty: 3476.620605
	Iteration 10F: 3 clusters Score -5861657 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -5863336.500000 Penalty: 3476.620605
	Iteration 11Q: 3 clusters Score -5863336 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -5864300.500000 Penalty: 3476.620605
	Iteration 12Q: 3 clusters Score -5864300 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -5864757.500000 Penalty: 3476.620605
	Iteration 13Q: 3 clusters Score -5864758 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -5864954.500000 Penalty: 3476.620605
	Iteration 14Q: 3 clusters Score -5864954 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -5865095.500000 Penalty: 3476.620605
	Iteration 15Q: 3 clusters Score -5865096 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -5865184.500000 Penalty: 3476.620605
	Iteration 16Q: 3 clusters Score -5865184 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -5865243.500000 Penalty: 3476.620605
	Iteration 17Q: 3 clusters Score -5865244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -5865288.500000 Penalty: 3476.620605
	Iteration 18Q: 3 clusters Score -5865288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -5865314.500000 Penalty: 3476.620605
	Iteration 19Q: 3 clusters Score -5865314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -5865336.000000 Penalty: 3476.620605
	Iteration 20F: 3 clusters Score -5865336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -5865348.500000 Penalty: 3476.620605
	Iteration 21Q: 3 clusters Score -5865348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -5865353.500000 Penalty: 3476.620605
	Iteration 22Q: 3 clusters Score -5865354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -5865355.000000 Penalty: 3476.620605
	Iteration 23Q: 3 clusters Score -5865355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -5865362.500000 Penalty: 3476.620605
	Iteration 24Q: 3 clusters Score -5865362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -5865365.500000 Penalty: 3476.620605
	Iteration 25Q: 3 clusters Score -5865366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -5865366.500000 Penalty: 3476.620605
	Iteration 26Q: 3 clusters Score -5865366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -5865368.500000 Penalty: 3476.620605
	Iteration 27Q: 3 clusters Score -5865368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -5865377.000000 Penalty: 3476.620605
	Iteration 28Q: 3 clusters Score -5865377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -5865381.500000 Penalty: 3476.620605
	Iteration 29Q: 3 clusters Score -5865382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -5865376.500000 Penalty: 3476.620605
	Iteration 30Q: 3 clusters Score -5865376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -5865383.000000 Penalty: 3476.620605
	Iteration 31Q: 3 clusters Score -5865383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -5865386.000000 Penalty: 3476.620605
	Iteration 32Q: 3 clusters Score -5865386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -5865385.000000 Penalty: 3476.620605
	Iteration 33Q: 3 clusters Score -5865385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -5865389.500000 Penalty: 3476.620605
	Iteration 34Q: 3 clusters Score -5865390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -5865389.500000 Penalty: 3476.620605
	Iteration 35F: 3 clusters Score -5865390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Entering Unmasked Estep 
Score: -5511408.000000 Penalty: 1727.935425
	Iteration 0F: 2 clusters Score -5511408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -5483535.000000 Penalty: 3455.870850
	Iteration 0F: 3 clusters Score -5483535 nChanged 19347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -5494222.500000 Penalty: 3455.870850
	Iteration 1F: 3 clusters Score -5494222 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -5494624.000000 Penalty: 3455.870850
	Iteration 2Q: 3 clusters Score -5494624 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -5495060.500000 Penalty: 3455.870850
	Iteration 3Q: 3 clusters Score -5495060 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -5495615.000000 Penalty: 3455.870850
	Iteration 4Q: 3 clusters Score -5495615 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -5496425.000000 Penalty: 3455.870850
	Iteration 5Q: 3 clusters Score -5496425 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -5497713.500000 Penalty: 3455.870850
	Iteration 6F: 3 clusters Score -5497714 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -5499865.000000 Penalty: 3455.870850
	Iteration 7F: 3 clusters Score -5499865 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -5502875.500000 Penalty: 3455.870850
	Iteration 8F: 3 clusters Score -5502876 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -5505973.000000 Penalty: 3455.870850
	Iteration 9F: 3 clusters Score -5505973 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5508203.000000 Penalty: 3455.870850
	Iteration 10F: 3 clusters Score -5508203 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5509248.500000 Penalty: 3455.870850
	Iteration 11Q: 3 clusters Score -5509248 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5509597.500000 Penalty: 3455.870850
	Iteration 12Q: 3 clusters Score -5509598 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5509748.000000 Penalty: 3455.870850
	Iteration 13Q: 3 clusters Score -5509748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5509813.000000 Penalty: 3455.870850
	Iteration 14Q: 3 clusters Score -5509813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5509833.500000 Penalty: 3455.870850
	Iteration 15Q: 3 clusters Score -5509834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -5509844.500000 Penalty: 3455.870850
	Iteration 16Q: 3 clusters Score -5509844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -5509859.000000 Penalty: 3455.870850
	Iteration 17Q: 3 clusters Score -5509859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -5509867.500000 Penalty: 3455.870850
	Iteration 18Q: 3 clusters Score -5509868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -5509870.000000 Penalty: 3455.870850
	Iteration 19Q: 3 clusters Score -5509870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -5509869.000000 Penalty: 3455.870850
	Iteration 20F: 3 clusters Score -5509869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -5509867.500000 Penalty: 3455.870850
	Iteration 21Q: 3 clusters Score -5509868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -5509867.500000 Penalty: 3455.870850
	Iteration 22F: 3 clusters Score -5509868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -61420.722656 Penalty: 1033.149414
	Iteration 0F: 2 clusters Score -61420.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60375.894531 Penalty: 2066.298828
	Iteration 0F: 3 clusters Score -60375.89 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60647.199219 Penalty: 2066.298828
	Iteration 1F: 3 clusters Score -60647.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60777.363281 Penalty: 2066.298828
	Iteration 2F: 3 clusters Score -60777.36 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -60892.734375 Penalty: 2066.298828
	Iteration 3F: 3 clusters Score -60892.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -61007.199219 Penalty: 2066.298828
	Iteration 4F: 3 clusters Score -61007.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61227.000000 Penalty: 2066.298828
	Iteration 5F: 3 clusters Score -61227 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -61377.929688 Penalty: 2066.298828
	Iteration 6Q: 3 clusters Score -61377.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61455.382812 Penalty: 2066.298828
	Iteration 7Q: 3 clusters Score -61455.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61484.886719 Penalty: 2066.298828
	Iteration 8Q: 3 clusters Score -61484.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61523.437500 Penalty: 2066.298828
	Iteration 9Q: 3 clusters Score -61523.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61547.683594 Penalty: 2066.298828
	Iteration 10Q: 3 clusters Score -61547.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61552.988281 Penalty: 2066.298828
	Iteration 11Q: 3 clusters Score -61552.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61553.593750 Penalty: 2066.298828
	Iteration 12Q: 3 clusters Score -61553.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61557.777344 Penalty: 2066.298828
	Iteration 13F: 3 clusters Score -61557.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61584.382812 Penalty: 2066.298828
	Iteration 14Q: 3 clusters Score -61584.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -61626.281250 Penalty: 2066.298828
	Iteration 15Q: 3 clusters Score -61626.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -61664.468750 Penalty: 2066.298828
	Iteration 16Q: 3 clusters Score -61664.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61726.902344 Penalty: 2066.298828
	Iteration 17Q: 3 clusters Score -61726.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -61736.488281 Penalty: 2066.298828
	Iteration 18Q: 3 clusters Score -61736.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -61741.164062 Penalty: 2066.298828
	Iteration 19Q: 3 clusters Score -61741.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -61743.195312 Penalty: 2066.298828
	Iteration 20F: 3 clusters Score -61743.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 681 members 
Mstep: Class 5 contains 5124 members 
Mstep: Class 6 contains 71768 members 
Mstep: Class 7 contains 986 members 
Mstep: Class 8 contains 3615 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 23140 members 
Mstep: Class 11 contains 105059 members 
Mstep: Class 12 contains 10232 members 
Mstep: Class 13 contains 209 members 
Mstep: Class 14 contains 44236 members 
Mstep: Class 15 contains 41500 members 
Mstep: Class 16 contains 368 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 9232 members 
Mstep: Class 21 contains 12615 members 
Mstep: Class 23 contains 34280 members 
Entering Unmasked Estep 
Score: -54034760.000000 Penalty: 44202.781250
Splitting cluster 16 changes total score from -54035336.000000 to -54034760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -9205.414062 Penalty: 888.559753
	Iteration 0F: 2 clusters Score -9205.414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8576.163086 Penalty: 1777.119507
	Iteration 0F: 3 clusters Score -8576.163 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8822.380859 Penalty: 1777.119507
	Iteration 1F: 3 clusters Score -8822.381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8882.666016 Penalty: 1777.119507
	Iteration 2F: 3 clusters Score -8882.666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8931.313477 Penalty: 1777.119507
	Iteration 3Q: 3 clusters Score -8931.313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8976.878906 Penalty: 1777.119507
	Iteration 4Q: 3 clusters Score -8976.879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9004.146484 Penalty: 1777.119507
	Iteration 5Q: 3 clusters Score -9004.146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -9028.989258 Penalty: 1777.119507
	Iteration 6Q: 3 clusters Score -9028.989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9031.618164 Penalty: 1777.119507
	Iteration 7Q: 3 clusters Score -9031.618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9031.618164 Penalty: 1777.119507
	Iteration 8F: 3 clusters Score -9031.618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Entering Unmasked Estep 
Score: -79365.500000 Penalty: 1053.007202
	Iteration 0F: 2 clusters Score -79365.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -78145.914062 Penalty: 2106.014404
	Iteration 0F: 3 clusters Score -78145.91 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -78338.140625 Penalty: 2106.014404
	Iteration 1F: 3 clusters Score -78338.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -78395.570312 Penalty: 2106.014404
	Iteration 2F: 3 clusters Score -78395.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -78426.171875 Penalty: 2106.014404
	Iteration 3Q: 3 clusters Score -78426.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -78442.023438 Penalty: 2106.014404
	Iteration 4Q: 3 clusters Score -78442.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78453.914062 Penalty: 2106.014404
	Iteration 5Q: 3 clusters Score -78453.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -78464.289062 Penalty: 2106.014404
	Iteration 6Q: 3 clusters Score -78464.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -78472.421875 Penalty: 2106.014404
	Iteration 7Q: 3 clusters Score -78472.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -78478.117188 Penalty: 2106.014404
	Iteration 8Q: 3 clusters Score -78478.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78480.234375 Penalty: 2106.014404
	Iteration 9Q: 3 clusters Score -78480.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78480.234375 Penalty: 2106.014404
	Iteration 10F: 3 clusters Score -78480.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Entering Unmasked Estep 
Score: -1209017.125000 Penalty: 1483.695068
	Iteration 0F: 2 clusters Score -1209017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1202349.625000 Penalty: 2967.390137
	Iteration 0F: 3 clusters Score -1202350 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1204445.000000 Penalty: 2967.390137
	Iteration 1F: 3 clusters Score -1204445 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1204634.375000 Penalty: 2967.390137
	Iteration 2F: 3 clusters Score -1204634 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1204774.250000 Penalty: 2967.390137
	Iteration 3Q: 3 clusters Score -1204774 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1204881.000000 Penalty: 2967.390137
	Iteration 4Q: 3 clusters Score -1204881 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1204960.500000 Penalty: 2967.390137
	Iteration 5Q: 3 clusters Score -1204960 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1205037.375000 Penalty: 2967.390137
	Iteration 6Q: 3 clusters Score -1205037 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1205112.250000 Penalty: 2967.390137
	Iteration 7Q: 3 clusters Score -1205112 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1205209.750000 Penalty: 2967.390137
	Iteration 8Q: 3 clusters Score -1205210 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1205324.875000 Penalty: 2967.390137
	Iteration 9Q: 3 clusters Score -1205325 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1205453.250000 Penalty: 2967.390137
	Iteration 10Q: 3 clusters Score -1205453 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1205625.250000 Penalty: 2967.390137
	Iteration 11Q: 3 clusters Score -1205625 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1205858.500000 Penalty: 2967.390137
	Iteration 12Q: 3 clusters Score -1205858 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1206143.875000 Penalty: 2967.390137
	Iteration 13Q: 3 clusters Score -1206144 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1206485.750000 Penalty: 2967.390137
	Iteration 14F: 3 clusters Score -1206486 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1206842.250000 Penalty: 2967.390137
	Iteration 15Q: 3 clusters Score -1206842 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1207144.625000 Penalty: 2967.390137
	Iteration 16Q: 3 clusters Score -1207145 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1207373.125000 Penalty: 2967.390137
	Iteration 17Q: 3 clusters Score -1207373 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1207513.625000 Penalty: 2967.390137
	Iteration 18Q: 3 clusters Score -1207514 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1207604.000000 Penalty: 2967.390137
	Iteration 19Q: 3 clusters Score -1207604 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1207676.625000 Penalty: 2967.390137
	Iteration 20F: 3 clusters Score -1207677 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1207719.000000 Penalty: 2967.390137
	Iteration 21Q: 3 clusters Score -1207719 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1207749.125000 Penalty: 2967.390137
	Iteration 22Q: 3 clusters Score -1207749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1207762.250000 Penalty: 2967.390137
	Iteration 23Q: 3 clusters Score -1207762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1207773.250000 Penalty: 2967.390137
	Iteration 24Q: 3 clusters Score -1207773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1207784.875000 Penalty: 2967.390137
	Iteration 25Q: 3 clusters Score -1207785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1207784.250000 Penalty: 2967.390137
	Iteration 26Q: 3 clusters Score -1207784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1207787.750000 Penalty: 2967.390137
	Iteration 27Q: 3 clusters Score -1207788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1207789.500000 Penalty: 2967.390137
	Iteration 28Q: 3 clusters Score -1207790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1207793.375000 Penalty: 2967.390137
	Iteration 29Q: 3 clusters Score -1207793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1207795.875000 Penalty: 2967.390137
	Iteration 30Q: 3 clusters Score -1207796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1207799.250000 Penalty: 2967.390137
	Iteration 31Q: 3 clusters Score -1207799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1207802.000000 Penalty: 2967.390137
	Iteration 32Q: 3 clusters Score -1207802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1207803.250000 Penalty: 2967.390137
	Iteration 33Q: 3 clusters Score -1207803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1207805.875000 Penalty: 2967.390137
	Iteration 34Q: 3 clusters Score -1207806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1207809.750000 Penalty: 2967.390137
	Iteration 35Q: 3 clusters Score -1207810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1207812.500000 Penalty: 2967.390137
	Iteration 36Q: 3 clusters Score -1207812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1207816.750000 Penalty: 2967.390137
	Iteration 37Q: 3 clusters Score -1207817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1207823.500000 Penalty: 2967.390137
	Iteration 38Q: 3 clusters Score -1207824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1207825.250000 Penalty: 2967.390137
	Iteration 39Q: 3 clusters Score -1207825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1207827.625000 Penalty: 2967.390137
	Iteration 40F: 3 clusters Score -1207828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1207828.625000 Penalty: 2967.390137
	Iteration 41Q: 3 clusters Score -1207829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1207829.500000 Penalty: 2967.390137
	Iteration 42Q: 3 clusters Score -1207830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1207827.625000 Penalty: 2967.390137
	Iteration 43Q: 3 clusters Score -1207828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1207828.250000 Penalty: 2967.390137
	Iteration 44Q: 3 clusters Score -1207828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1207829.000000 Penalty: 2967.390137
	Iteration 45Q: 3 clusters Score -1207829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1207829.125000 Penalty: 2967.390137
	Iteration 46Q: 3 clusters Score -1207829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1207829.125000 Penalty: 2967.390137
	Iteration 47Q: 3 clusters Score -1207829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1207831.000000 Penalty: 2967.390137
	Iteration 48Q: 3 clusters Score -1207831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1207833.000000 Penalty: 2967.390137
	Iteration 49Q: 3 clusters Score -1207833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1207836.750000 Penalty: 2967.390137
	Iteration 50Q: 3 clusters Score -1207837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1207838.125000 Penalty: 2967.390137
	Iteration 51Q: 3 clusters Score -1207838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1207839.250000 Penalty: 2967.390137
	Iteration 52Q: 3 clusters Score -1207839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1207842.375000 Penalty: 2967.390137
	Iteration 53Q: 3 clusters Score -1207842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1207844.125000 Penalty: 2967.390137
	Iteration 54Q: 3 clusters Score -1207844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1207845.000000 Penalty: 2967.390137
	Iteration 55Q: 3 clusters Score -1207845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1207843.750000 Penalty: 2967.390137
	Iteration 56Q: 3 clusters Score -1207844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1207845.250000 Penalty: 2967.390137
	Iteration 57Q: 3 clusters Score -1207845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1207849.250000 Penalty: 2967.390137
	Iteration 58Q: 3 clusters Score -1207849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1207850.750000 Penalty: 2967.390137
	Iteration 59Q: 3 clusters Score -1207851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1207851.375000 Penalty: 2967.390137
	Iteration 60F: 3 clusters Score -1207851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1207853.500000 Penalty: 2967.390137
	Iteration 61Q: 3 clusters Score -1207854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1207853.500000 Penalty: 2967.390137
	Iteration 62F: 3 clusters Score -1207854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Entering Unmasked Estep 
Score: -1640669.625000 Penalty: 1534.429321
	Iteration 0F: 2 clusters Score -1640670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1631816.375000 Penalty: 3068.858643
	Iteration 0F: 3 clusters Score -1631816 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1634778.250000 Penalty: 3068.858643
	Iteration 1F: 3 clusters Score -1634778 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1634987.000000 Penalty: 3068.858643
	Iteration 2F: 3 clusters Score -1634987 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1635149.625000 Penalty: 3068.858643
	Iteration 3Q: 3 clusters Score -1635150 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1635282.000000 Penalty: 3068.858643
	Iteration 4Q: 3 clusters Score -1635282 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1635398.125000 Penalty: 3068.858643
	Iteration 5Q: 3 clusters Score -1635398 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1635505.375000 Penalty: 3068.858643
	Iteration 6Q: 3 clusters Score -1635505 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1635605.250000 Penalty: 3068.858643
	Iteration 7Q: 3 clusters Score -1635605 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1635702.875000 Penalty: 3068.858643
	Iteration 8Q: 3 clusters Score -1635703 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1635799.500000 Penalty: 3068.858643
	Iteration 9Q: 3 clusters Score -1635800 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1635912.000000 Penalty: 3068.858643
	Iteration 10Q: 3 clusters Score -1635912 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1636059.625000 Penalty: 3068.858643
	Iteration 11Q: 3 clusters Score -1636060 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1636213.125000 Penalty: 3068.858643
	Iteration 12Q: 3 clusters Score -1636213 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1636397.125000 Penalty: 3068.858643
	Iteration 13Q: 3 clusters Score -1636397 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1636611.000000 Penalty: 3068.858643
	Iteration 14Q: 3 clusters Score -1636611 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1636876.750000 Penalty: 3068.858643
	Iteration 15Q: 3 clusters Score -1636877 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1637139.250000 Penalty: 3068.858643
	Iteration 16Q: 3 clusters Score -1637139 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1637390.125000 Penalty: 3068.858643
	Iteration 17Q: 3 clusters Score -1637390 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1637594.125000 Penalty: 3068.858643
	Iteration 18Q: 3 clusters Score -1637594 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1637743.625000 Penalty: 3068.858643
	Iteration 19Q: 3 clusters Score -1637744 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1637880.375000 Penalty: 3068.858643
	Iteration 20F: 3 clusters Score -1637880 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1638025.375000 Penalty: 3068.858643
	Iteration 21Q: 3 clusters Score -1638025 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1638169.750000 Penalty: 3068.858643
	Iteration 22Q: 3 clusters Score -1638170 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1638327.375000 Penalty: 3068.858643
	Iteration 23Q: 3 clusters Score -1638327 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1638486.125000 Penalty: 3068.858643
	Iteration 24Q: 3 clusters Score -1638486 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1638606.125000 Penalty: 3068.858643
	Iteration 25Q: 3 clusters Score -1638606 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1638728.000000 Penalty: 3068.858643
	Iteration 26Q: 3 clusters Score -1638728 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1638813.625000 Penalty: 3068.858643
	Iteration 27Q: 3 clusters Score -1638814 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1638896.625000 Penalty: 3068.858643
	Iteration 28Q: 3 clusters Score -1638897 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1638977.250000 Penalty: 3068.858643
	Iteration 29Q: 3 clusters Score -1638977 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1639030.000000 Penalty: 3068.858643
	Iteration 30Q: 3 clusters Score -1639030 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1639070.500000 Penalty: 3068.858643
	Iteration 31Q: 3 clusters Score -1639070 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1639112.000000 Penalty: 3068.858643
	Iteration 32Q: 3 clusters Score -1639112 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1639147.125000 Penalty: 3068.858643
	Iteration 33Q: 3 clusters Score -1639147 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1639174.500000 Penalty: 3068.858643
	Iteration 34Q: 3 clusters Score -1639174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1639191.375000 Penalty: 3068.858643
	Iteration 35Q: 3 clusters Score -1639191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1639203.250000 Penalty: 3068.858643
	Iteration 36Q: 3 clusters Score -1639203 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1639222.875000 Penalty: 3068.858643
	Iteration 37Q: 3 clusters Score -1639223 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1639235.750000 Penalty: 3068.858643
	Iteration 38Q: 3 clusters Score -1639236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1639248.750000 Penalty: 3068.858643
	Iteration 39Q: 3 clusters Score -1639249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1639257.125000 Penalty: 3068.858643
	Iteration 40F: 3 clusters Score -1639257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1639261.375000 Penalty: 3068.858643
	Iteration 41Q: 3 clusters Score -1639261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1639267.125000 Penalty: 3068.858643
	Iteration 42Q: 3 clusters Score -1639267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1639274.375000 Penalty: 3068.858643
	Iteration 43Q: 3 clusters Score -1639274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1639277.625000 Penalty: 3068.858643
	Iteration 44Q: 3 clusters Score -1639278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1639282.750000 Penalty: 3068.858643
	Iteration 45Q: 3 clusters Score -1639283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1639285.750000 Penalty: 3068.858643
	Iteration 46Q: 3 clusters Score -1639286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1639291.000000 Penalty: 3068.858643
	Iteration 47Q: 3 clusters Score -1639291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1639292.000000 Penalty: 3068.858643
	Iteration 48Q: 3 clusters Score -1639292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1639295.875000 Penalty: 3068.858643
	Iteration 49Q: 3 clusters Score -1639296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1639296.000000 Penalty: 3068.858643
	Iteration 50Q: 3 clusters Score -1639296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1639302.500000 Penalty: 3068.858643
	Iteration 51Q: 3 clusters Score -1639302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1639302.000000 Penalty: 3068.858643
	Iteration 52Q: 3 clusters Score -1639302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1639304.625000 Penalty: 3068.858643
	Iteration 53Q: 3 clusters Score -1639305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1639304.125000 Penalty: 3068.858643
	Iteration 54Q: 3 clusters Score -1639304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1639309.125000 Penalty: 3068.858643
	Iteration 55Q: 3 clusters Score -1639309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1639313.875000 Penalty: 3068.858643
	Iteration 56Q: 3 clusters Score -1639314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1639315.125000 Penalty: 3068.858643
	Iteration 57Q: 3 clusters Score -1639315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1639318.125000 Penalty: 3068.858643
	Iteration 58Q: 3 clusters Score -1639318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1639318.250000 Penalty: 3068.858643
	Iteration 59Q: 3 clusters Score -1639318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1639322.125000 Penalty: 3068.858643
	Iteration 60F: 3 clusters Score -1639322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1639320.125000 Penalty: 3068.858643
	Iteration 61Q: 3 clusters Score -1639320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1639321.250000 Penalty: 3068.858643
	Iteration 62Q: 3 clusters Score -1639321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1639324.500000 Penalty: 3068.858643
	Iteration 63Q: 3 clusters Score -1639324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1639326.375000 Penalty: 3068.858643
	Iteration 64Q: 3 clusters Score -1639326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1639327.250000 Penalty: 3068.858643
	Iteration 65Q: 3 clusters Score -1639327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1639328.625000 Penalty: 3068.858643
	Iteration 66Q: 3 clusters Score -1639329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1639327.750000 Penalty: 3068.858643
	Iteration 67Q: 3 clusters Score -1639328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1639328.750000 Penalty: 3068.858643
	Iteration 68Q: 3 clusters Score -1639329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1639329.875000 Penalty: 3068.858643
	Iteration 69Q: 3 clusters Score -1639330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1639329.875000 Penalty: 3068.858643
	Iteration 70F: 3 clusters Score -1639330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Entering Unmasked Estep 
Score: -4471845.500000 Penalty: 1696.876465
	Iteration 0F: 2 clusters Score -4471846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -4448785.000000 Penalty: 3393.752930
	Iteration 0F: 3 clusters Score -4448785 nChanged 15845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -4457806.500000 Penalty: 3393.752930
	Iteration 1F: 3 clusters Score -4457806 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -4458344.500000 Penalty: 3393.752930
	Iteration 2Q: 3 clusters Score -4458344 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -4458874.500000 Penalty: 3393.752930
	Iteration 3Q: 3 clusters Score -4458874 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -4459529.500000 Penalty: 3393.752930
	Iteration 4Q: 3 clusters Score -4459530 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -4460195.500000 Penalty: 3393.752930
	Iteration 5Q: 3 clusters Score -4460196 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -4460880.500000 Penalty: 3393.752930
	Iteration 6Q: 3 clusters Score -4460880 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -4461729.500000 Penalty: 3393.752930
	Iteration 7Q: 3 clusters Score -4461730 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -4462744.500000 Penalty: 3393.752930
	Iteration 8Q: 3 clusters Score -4462744 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -4463696.500000 Penalty: 3393.752930
	Iteration 9Q: 3 clusters Score -4463696 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -4464596.000000 Penalty: 3393.752930
	Iteration 10Q: 3 clusters Score -4464596 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -4465176.500000 Penalty: 3393.752930
	Iteration 11Q: 3 clusters Score -4465176 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -4465491.000000 Penalty: 3393.752930
	Iteration 12Q: 3 clusters Score -4465491 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -4465646.000000 Penalty: 3393.752930
	Iteration 13Q: 3 clusters Score -4465646 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -4465735.000000 Penalty: 3393.752930
	Iteration 14Q: 3 clusters Score -4465735 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -4465798.000000 Penalty: 3393.752930
	Iteration 15Q: 3 clusters Score -4465798 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -4465864.000000 Penalty: 3393.752930
	Iteration 16Q: 3 clusters Score -4465864 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -4465934.500000 Penalty: 3393.752930
	Iteration 17Q: 3 clusters Score -4465934 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -4465991.500000 Penalty: 3393.752930
	Iteration 18Q: 3 clusters Score -4465992 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -4466049.500000 Penalty: 3393.752930
	Iteration 19Q: 3 clusters Score -4466050 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -4466096.500000 Penalty: 3393.752930
	Iteration 20F: 3 clusters Score -4466096 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -4466155.000000 Penalty: 3393.752930
	Iteration 21Q: 3 clusters Score -4466155 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -4466206.000000 Penalty: 3393.752930
	Iteration 22Q: 3 clusters Score -4466206 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -4466235.000000 Penalty: 3393.752930
	Iteration 23Q: 3 clusters Score -4466235 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -4466287.000000 Penalty: 3393.752930
	Iteration 24Q: 3 clusters Score -4466287 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -4466338.500000 Penalty: 3393.752930
	Iteration 25Q: 3 clusters Score -4466338 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -4466356.500000 Penalty: 3393.752930
	Iteration 26Q: 3 clusters Score -4466356 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -4466392.500000 Penalty: 3393.752930
	Iteration 27Q: 3 clusters Score -4466392 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -4466439.000000 Penalty: 3393.752930
	Iteration 28Q: 3 clusters Score -4466439 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -4466489.500000 Penalty: 3393.752930
	Iteration 29Q: 3 clusters Score -4466490 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -4466508.000000 Penalty: 3393.752930
	Iteration 30Q: 3 clusters Score -4466508 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -4466544.000000 Penalty: 3393.752930
	Iteration 31Q: 3 clusters Score -4466544 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -4466575.500000 Penalty: 3393.752930
	Iteration 32Q: 3 clusters Score -4466576 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -4466628.000000 Penalty: 3393.752930
	Iteration 33Q: 3 clusters Score -4466628 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -4466707.000000 Penalty: 3393.752930
	Iteration 34Q: 3 clusters Score -4466707 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -4466758.500000 Penalty: 3393.752930
	Iteration 35Q: 3 clusters Score -4466758 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -4466821.000000 Penalty: 3393.752930
	Iteration 36Q: 3 clusters Score -4466821 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -4466885.500000 Penalty: 3393.752930
	Iteration 37Q: 3 clusters Score -4466886 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -4466983.500000 Penalty: 3393.752930
	Iteration 38Q: 3 clusters Score -4466984 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -4467093.000000 Penalty: 3393.752930
	Iteration 39Q: 3 clusters Score -4467093 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -4467171.500000 Penalty: 3393.752930
	Iteration 40F: 3 clusters Score -4467172 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -4467287.500000 Penalty: 3393.752930
	Iteration 41Q: 3 clusters Score -4467288 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -4467395.000000 Penalty: 3393.752930
	Iteration 42Q: 3 clusters Score -4467395 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -4467530.500000 Penalty: 3393.752930
	Iteration 43Q: 3 clusters Score -4467530 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -4467686.500000 Penalty: 3393.752930
	Iteration 44Q: 3 clusters Score -4467686 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -4467830.500000 Penalty: 3393.752930
	Iteration 45Q: 3 clusters Score -4467830 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -4467991.500000 Penalty: 3393.752930
	Iteration 46Q: 3 clusters Score -4467992 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -4468141.000000 Penalty: 3393.752930
	Iteration 47Q: 3 clusters Score -4468141 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -4468307.000000 Penalty: 3393.752930
	Iteration 48Q: 3 clusters Score -4468307 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -4468470.500000 Penalty: 3393.752930
	Iteration 49Q: 3 clusters Score -4468470 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -4468665.000000 Penalty: 3393.752930
	Iteration 50Q: 3 clusters Score -4468665 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -4468845.500000 Penalty: 3393.752930
	Iteration 51Q: 3 clusters Score -4468846 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -4469033.000000 Penalty: 3393.752930
	Iteration 52Q: 3 clusters Score -4469033 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -4469197.000000 Penalty: 3393.752930
	Iteration 53Q: 3 clusters Score -4469197 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -4469384.500000 Penalty: 3393.752930
	Iteration 54Q: 3 clusters Score -4469384 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -4469559.000000 Penalty: 3393.752930
	Iteration 55Q: 3 clusters Score -4469559 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -4469702.500000 Penalty: 3393.752930
	Iteration 56Q: 3 clusters Score -4469702 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -4469815.500000 Penalty: 3393.752930
	Iteration 57Q: 3 clusters Score -4469816 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -4469922.500000 Penalty: 3393.752930
	Iteration 58Q: 3 clusters Score -4469922 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -4469998.500000 Penalty: 3393.752930
	Iteration 59Q: 3 clusters Score -4469998 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -4470068.500000 Penalty: 3393.752930
	Iteration 60F: 3 clusters Score -4470068 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -4470117.000000 Penalty: 3393.752930
	Iteration 61Q: 3 clusters Score -4470117 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -4470159.000000 Penalty: 3393.752930
	Iteration 62Q: 3 clusters Score -4470159 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -4470187.500000 Penalty: 3393.752930
	Iteration 63Q: 3 clusters Score -4470188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -4470229.000000 Penalty: 3393.752930
	Iteration 64Q: 3 clusters Score -4470229 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -4470269.500000 Penalty: 3393.752930
	Iteration 65Q: 3 clusters Score -4470270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -4470290.000000 Penalty: 3393.752930
	Iteration 66Q: 3 clusters Score -4470290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -4470307.500000 Penalty: 3393.752930
	Iteration 67Q: 3 clusters Score -4470308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -4470318.000000 Penalty: 3393.752930
	Iteration 68Q: 3 clusters Score -4470318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -4470318.500000 Penalty: 3393.752930
	Iteration 69Q: 3 clusters Score -4470318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -4470334.500000 Penalty: 3393.752930
	Iteration 70Q: 3 clusters Score -4470334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -4470335.000000 Penalty: 3393.752930
	Iteration 71Q: 3 clusters Score -4470335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -4470339.000000 Penalty: 3393.752930
	Iteration 72Q: 3 clusters Score -4470339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -4470347.500000 Penalty: 3393.752930
	Iteration 73Q: 3 clusters Score -4470348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -4470350.500000 Penalty: 3393.752930
	Iteration 74Q: 3 clusters Score -4470350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -4470361.000000 Penalty: 3393.752930
	Iteration 75Q: 3 clusters Score -4470361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -4470366.500000 Penalty: 3393.752930
	Iteration 76Q: 3 clusters Score -4470366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -4470369.500000 Penalty: 3393.752930
	Iteration 77Q: 3 clusters Score -4470370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -4470377.000000 Penalty: 3393.752930
	Iteration 78Q: 3 clusters Score -4470377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -4470375.000000 Penalty: 3393.752930
	Iteration 79Q: 3 clusters Score -4470375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -4470382.000000 Penalty: 3393.752930
	Iteration 80F: 3 clusters Score -4470382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -4470383.000000 Penalty: 3393.752930
	Iteration 81Q: 3 clusters Score -4470383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -4470387.500000 Penalty: 3393.752930
	Iteration 82Q: 3 clusters Score -4470388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4470388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -4470386.500000 Penalty: 3393.752930
	Iteration 84Q: 3 clusters Score -4470386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -4470386.500000 Penalty: 3393.752930
	Iteration 85F: 3 clusters Score -4470386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 681 members 
Mstep: Class 5 contains 5124 members 
Mstep: Class 6 contains 71768 members 
Mstep: Class 7 contains 986 members 
Mstep: Class 8 contains 3615 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 23140 members 
Mstep: Class 11 contains 105059 members 
Mstep: Class 12 contains 10232 members 
Mstep: Class 14 contains 44236 members 
Mstep: Class 15 contains 41500 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 9232 members 
Mstep: Class 21 contains 12615 members 
Mstep: Class 23 contains 34280 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 199Q: 21 clusters Score -5.403563e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 681 members 
Mstep: Class 5 contains 5023 members 
Mstep: Class 6 contains 71648 members 
Mstep: Class 7 contains 986 members 
Mstep: Class 8 contains 3557 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 23042 members 
Mstep: Class 11 contains 104963 members 
Mstep: Class 12 contains 10232 members 
Mstep: Class 14 contains 43773 members 
Mstep: Class 15 contains 42658 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 655 members 
Mstep: Class 19 contains 9219 members 
Mstep: Class 21 contains 12587 members 
Mstep: Class 23 contains 34265 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 200F: 21 clusters Score -5.403595e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56404 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 4917 members 
Mstep: Class 6 contains 71562 members 
Mstep: Class 7 contains 984 members 
Mstep: Class 8 contains 3490 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 22932 members 
Mstep: Class 11 contains 104842 members 
Mstep: Class 12 contains 10235 members 
Mstep: Class 14 contains 43010 members 
Mstep: Class 15 contains 44193 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 658 members 
Mstep: Class 19 contains 9210 members 
Mstep: Class 21 contains 12551 members 
Mstep: Class 23 contains 34230 members 
Entering Unmasked Estep 
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Iteration 201Q: 21 clusters Score -5.403623e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56199 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 4806 members 
Mstep: Class 6 contains 71491 members 
Mstep: Class 7 contains 983 members 
Mstep: Class 8 contains 3433 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 22821 members 
Mstep: Class 11 contains 104573 members 
Mstep: Class 12 contains 10236 members 
Mstep: Class 14 contains 42182 members 
Mstep: Class 15 contains 45924 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 9212 members 
Mstep: Class 21 contains 12524 members 
Mstep: Class 23 contains 34174 members 
Entering Unmasked Estep 
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Iteration 202Q: 21 clusters Score -5.403671e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56006 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 681 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 71365 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 3394 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 22725 members 
Mstep: Class 11 contains 104371 members 
Mstep: Class 12 contains 10242 members 
Mstep: Class 14 contains 41368 members 
Mstep: Class 15 contains 47574 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 9208 members 
Mstep: Class 21 contains 12484 members 
Mstep: Class 23 contains 34151 members 
Entering Unmasked Estep 
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Iteration 203Q: 21 clusters Score -5.403713e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55738 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 681 members 
Mstep: Class 5 contains 4568 members 
Mstep: Class 6 contains 71265 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 3351 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 22616 members 
Mstep: Class 11 contains 104452 members 
Mstep: Class 12 contains 10229 members 
Mstep: Class 14 contains 40314 members 
Mstep: Class 15 contains 49365 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 9201 members 
Mstep: Class 21 contains 12438 members 
Mstep: Class 23 contains 34041 members 
Entering Unmasked Estep 
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Iteration 204Q: 21 clusters Score -5.403735e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55462 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 681 members 
Mstep: Class 5 contains 4439 members 
Mstep: Class 6 contains 71153 members 
Mstep: Class 7 contains 980 members 
Mstep: Class 8 contains 3280 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 22485 members 
Mstep: Class 11 contains 104835 members 
Mstep: Class 12 contains 10230 members 
Mstep: Class 14 contains 39083 members 
Mstep: Class 15 contains 51122 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 9176 members 
Mstep: Class 21 contains 12369 members 
Mstep: Class 23 contains 33945 members 
Entering Unmasked Estep 
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Iteration 205Q: 21 clusters Score -5.40363e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 4325 members 
Mstep: Class 6 contains 71015 members 
Mstep: Class 7 contains 978 members 
Mstep: Class 8 contains 3230 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 22397 members 
Mstep: Class 11 contains 105517 members 
Mstep: Class 12 contains 10231 members 
Mstep: Class 14 contains 37821 members 
Mstep: Class 15 contains 52449 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 9156 members 
Mstep: Class 21 contains 12327 members 
Mstep: Class 23 contains 33877 members 
Entering Unmasked Estep 
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Iteration 206Q: 21 clusters Score -5.403514e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 4236 members 
Mstep: Class 6 contains 70885 members 
Mstep: Class 7 contains 978 members 
Mstep: Class 8 contains 3169 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 22337 members 
Mstep: Class 11 contains 106382 members 
Mstep: Class 12 contains 10230 members 
Mstep: Class 14 contains 36723 members 
Mstep: Class 15 contains 53223 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 9141 members 
Mstep: Class 21 contains 12323 members 
Mstep: Class 23 contains 33851 members 
Entering Unmasked Estep 
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Iteration 207Q: 21 clusters Score -5.403358e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55003 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 4180 members 
Mstep: Class 6 contains 70821 members 
Mstep: Class 7 contains 975 members 
Mstep: Class 8 contains 3134 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 22288 members 
Mstep: Class 11 contains 107223 members 
Mstep: Class 12 contains 10233 members 
Mstep: Class 14 contains 35767 members 
Mstep: Class 15 contains 53530 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 660 members 
Mstep: Class 19 contains 9156 members 
Mstep: Class 21 contains 12346 members 
Mstep: Class 23 contains 33905 members 
Entering Unmasked Estep 
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Iteration 208Q: 21 clusters Score -5.40324e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 4139 members 
Mstep: Class 6 contains 70785 members 
Mstep: Class 7 contains 972 members 
Mstep: Class 8 contains 3111 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 22258 members 
Mstep: Class 11 contains 107986 members 
Mstep: Class 12 contains 10246 members 
Mstep: Class 14 contains 35063 members 
Mstep: Class 15 contains 53512 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 661 members 
Mstep: Class 19 contains 9176 members 
Mstep: Class 21 contains 12383 members 
Mstep: Class 23 contains 33964 members 
Entering Unmasked Estep 
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Iteration 209Q: 21 clusters Score -5.403152e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 4093 members 
Mstep: Class 6 contains 70855 members 
Mstep: Class 7 contains 970 members 
Mstep: Class 8 contains 3085 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 22212 members 
Mstep: Class 11 contains 108637 members 
Mstep: Class 12 contains 10269 members 
Mstep: Class 14 contains 34527 members 
Mstep: Class 15 contains 53287 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 663 members 
Mstep: Class 19 contains 9184 members 
Mstep: Class 21 contains 12429 members 
Mstep: Class 23 contains 34060 members 
Entering Unmasked Estep 
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Iteration 210Q: 21 clusters Score -5.403102e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 54927 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 4066 members 
Mstep: Class 6 contains 70905 members 
Mstep: Class 7 contains 968 members 
Mstep: Class 8 contains 3076 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 22165 members 
Mstep: Class 11 contains 109127 members 
Mstep: Class 12 contains 10280 members 
Mstep: Class 14 contains 34230 members 
Mstep: Class 15 contains 52977 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 668 members 
Mstep: Class 19 contains 9205 members 
Mstep: Class 21 contains 12470 members 
Mstep: Class 23 contains 34157 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 211Q: 21 clusters Score -5.403087e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 4053 members 
Mstep: Class 6 contains 70980 members 
Mstep: Class 7 contains 966 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 22113 members 
Mstep: Class 11 contains 109458 members 
Mstep: Class 12 contains 10286 members 
Mstep: Class 14 contains 34072 members 
Mstep: Class 15 contains 52673 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 673 members 
Mstep: Class 19 contains 9212 members 
Mstep: Class 21 contains 12503 members 
Mstep: Class 23 contains 34249 members 
Entering Unmasked Estep 
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Iteration 212Q: 21 clusters Score -5.403078e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 54917 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 4038 members 
Mstep: Class 6 contains 71138 members 
Mstep: Class 7 contains 966 members 
Mstep: Class 8 contains 3071 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 22095 members 
Mstep: Class 11 contains 109661 members 
Mstep: Class 12 contains 10300 members 
Mstep: Class 14 contains 33909 members 
Mstep: Class 15 contains 52390 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 678 members 
Mstep: Class 19 contains 9213 members 
Mstep: Class 21 contains 12515 members 
Mstep: Class 23 contains 34330 members 
Entering Unmasked Estep 
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Iteration 213Q: 21 clusters Score -5.40311e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 4017 members 
Mstep: Class 6 contains 71276 members 
Mstep: Class 7 contains 964 members 
Mstep: Class 8 contains 3073 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 22074 members 
Mstep: Class 11 contains 109810 members 
Mstep: Class 12 contains 10316 members 
Mstep: Class 14 contains 33831 members 
Mstep: Class 15 contains 52148 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 682 members 
Mstep: Class 19 contains 9222 members 
Mstep: Class 21 contains 12516 members 
Mstep: Class 23 contains 34402 members 
Entering Unmasked Estep 
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Iteration 214Q: 21 clusters Score -5.40309e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 4005 members 
Mstep: Class 6 contains 71374 members 
Mstep: Class 7 contains 964 members 
Mstep: Class 8 contains 3073 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 22051 members 
Mstep: Class 11 contains 109878 members 
Mstep: Class 12 contains 10346 members 
Mstep: Class 14 contains 33879 members 
Mstep: Class 15 contains 51878 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 684 members 
Mstep: Class 19 contains 9231 members 
Mstep: Class 21 contains 12500 members 
Mstep: Class 23 contains 34460 members 
Entering Unmasked Estep 
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Iteration 215Q: 21 clusters Score -5.403103e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3998 members 
Mstep: Class 6 contains 71470 members 
Mstep: Class 7 contains 963 members 
Mstep: Class 8 contains 3080 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 22025 members 
Mstep: Class 11 contains 109947 members 
Mstep: Class 12 contains 10365 members 
Mstep: Class 14 contains 33946 members 
Mstep: Class 15 contains 51577 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 687 members 
Mstep: Class 19 contains 9236 members 
Mstep: Class 21 contains 12497 members 
Mstep: Class 23 contains 34510 members 
Entering Unmasked Estep 
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Iteration 216Q: 21 clusters Score -5.403106e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 54949 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 71553 members 
Mstep: Class 7 contains 962 members 
Mstep: Class 8 contains 3092 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21992 members 
Mstep: Class 11 contains 109959 members 
Mstep: Class 12 contains 10387 members 
Mstep: Class 14 contains 34046 members 
Mstep: Class 15 contains 51296 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 691 members 
Mstep: Class 19 contains 9246 members 
Mstep: Class 21 contains 12498 members 
Mstep: Class 23 contains 34561 members 
Entering Unmasked Estep 
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Iteration 217Q: 21 clusters Score -5.403112e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3985 members 
Mstep: Class 6 contains 71620 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 3102 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21962 members 
Mstep: Class 11 contains 109903 members 
Mstep: Class 12 contains 10403 members 
Mstep: Class 14 contains 34195 members 
Mstep: Class 15 contains 51079 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 696 members 
Mstep: Class 19 contains 9273 members 
Mstep: Class 21 contains 12484 members 
Mstep: Class 23 contains 34601 members 
Entering Unmasked Estep 
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Iteration 218Q: 21 clusters Score -5.403133e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3961 members 
Mstep: Class 6 contains 71668 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 3109 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21938 members 
Mstep: Class 11 contains 109845 members 
Mstep: Class 12 contains 10427 members 
Mstep: Class 14 contains 34369 members 
Mstep: Class 15 contains 50846 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 704 members 
Mstep: Class 19 contains 9286 members 
Mstep: Class 21 contains 12474 members 
Mstep: Class 23 contains 34635 members 
Entering Unmasked Estep 
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Iteration 219Q: 21 clusters Score -5.403136e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 71735 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 3128 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21906 members 
Mstep: Class 11 contains 109756 members 
Mstep: Class 12 contains 10436 members 
Mstep: Class 14 contains 34567 members 
Mstep: Class 15 contains 50599 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 708 members 
Mstep: Class 19 contains 9301 members 
Mstep: Class 21 contains 12467 members 
Mstep: Class 23 contains 34681 members 
Entering Unmasked Estep 
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Iteration 220F: 21 clusters Score -5.403152e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3911 members 
Mstep: Class 6 contains 71787 members 
Mstep: Class 7 contains 962 members 
Mstep: Class 8 contains 3141 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21868 members 
Mstep: Class 11 contains 109631 members 
Mstep: Class 12 contains 10440 members 
Mstep: Class 14 contains 34719 members 
Mstep: Class 15 contains 50520 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 716 members 
Mstep: Class 19 contains 9306 members 
Mstep: Class 21 contains 12449 members 
Mstep: Class 23 contains 34704 members 
Entering Unmasked Estep 
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Iteration 221Q: 21 clusters Score -5.40314e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55107 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3885 members 
Mstep: Class 6 contains 71862 members 
Mstep: Class 7 contains 962 members 
Mstep: Class 8 contains 3155 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21838 members 
Mstep: Class 11 contains 109530 members 
Mstep: Class 12 contains 10447 members 
Mstep: Class 14 contains 34876 members 
Mstep: Class 15 contains 50358 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 723 members 
Mstep: Class 19 contains 9302 members 
Mstep: Class 21 contains 12440 members 
Mstep: Class 23 contains 34736 members 
Entering Unmasked Estep 
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Score: -54031508.000000 Penalty: 42097.890625
Iteration 222Q: 21 clusters Score -5.403151e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3860 members 
Mstep: Class 6 contains 71948 members 
Mstep: Class 7 contains 962 members 
Mstep: Class 8 contains 3158 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21826 members 
Mstep: Class 11 contains 109478 members 
Mstep: Class 12 contains 10459 members 
Mstep: Class 14 contains 35029 members 
Mstep: Class 15 contains 50146 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 731 members 
Mstep: Class 19 contains 9296 members 
Mstep: Class 21 contains 12431 members 
Mstep: Class 23 contains 34746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54031800.000000 Penalty: 42097.890625
Iteration 223Q: 21 clusters Score -5.40318e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55211 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3839 members 
Mstep: Class 6 contains 71998 members 
Mstep: Class 7 contains 962 members 
Mstep: Class 8 contains 3171 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21812 members 
Mstep: Class 11 contains 109410 members 
Mstep: Class 12 contains 10461 members 
Mstep: Class 14 contains 35222 members 
Mstep: Class 15 contains 49947 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 743 members 
Mstep: Class 19 contains 9295 members 
Mstep: Class 21 contains 12415 members 
Mstep: Class 23 contains 34735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54031736.000000 Penalty: 42097.890625
Iteration 224Q: 21 clusters Score -5.403174e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3814 members 
Mstep: Class 6 contains 72049 members 
Mstep: Class 7 contains 962 members 
Mstep: Class 8 contains 3177 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21789 members 
Mstep: Class 11 contains 109371 members 
Mstep: Class 12 contains 10462 members 
Mstep: Class 14 contains 35423 members 
Mstep: Class 15 contains 49776 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 757 members 
Mstep: Class 19 contains 9292 members 
Mstep: Class 21 contains 12395 members 
Mstep: Class 23 contains 34712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54031820.000000 Penalty: 42097.890625
Iteration 225Q: 21 clusters Score -5.403182e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55266 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3787 members 
Mstep: Class 6 contains 72084 members 
Mstep: Class 7 contains 960 members 
Mstep: Class 8 contains 3178 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21773 members 
Mstep: Class 11 contains 109336 members 
Mstep: Class 12 contains 10468 members 
Mstep: Class 14 contains 35654 members 
Mstep: Class 15 contains 49596 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 770 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 21 contains 12375 members 
Mstep: Class 23 contains 34690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54031904.000000 Penalty: 42097.890625
Iteration 226Q: 21 clusters Score -5.40319e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55294 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 72109 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 3184 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21761 members 
Mstep: Class 11 contains 109304 members 
Mstep: Class 12 contains 10489 members 
Mstep: Class 14 contains 35888 members 
Mstep: Class 15 contains 49401 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 776 members 
Mstep: Class 19 contains 9280 members 
Mstep: Class 21 contains 12355 members 
Mstep: Class 23 contains 34666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54031944.000000 Penalty: 42097.890625
Iteration 227Q: 21 clusters Score -5.403194e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 3735 members 
Mstep: Class 6 contains 72107 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 3194 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21750 members 
Mstep: Class 11 contains 109250 members 
Mstep: Class 12 contains 10503 members 
Mstep: Class 14 contains 36126 members 
Mstep: Class 15 contains 49201 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 782 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 21 contains 12337 members 
Mstep: Class 23 contains 34650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54032120.000000 Penalty: 42097.890625
Iteration 228Q: 21 clusters Score -5.403212e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55386 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 3708 members 
Mstep: Class 6 contains 72108 members 
Mstep: Class 7 contains 960 members 
Mstep: Class 8 contains 3199 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21744 members 
Mstep: Class 11 contains 109172 members 
Mstep: Class 12 contains 10517 members 
Mstep: Class 14 contains 36340 members 
Mstep: Class 15 contains 49059 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 9291 members 
Mstep: Class 21 contains 12335 members 
Mstep: Class 23 contains 34618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54032324.000000 Penalty: 42097.890625
Iteration 229Q: 21 clusters Score -5.403232e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55428 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 3670 members 
Mstep: Class 6 contains 72103 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 3198 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21747 members 
Mstep: Class 11 contains 109105 members 
Mstep: Class 12 contains 10542 members 
Mstep: Class 14 contains 36545 members 
Mstep: Class 15 contains 48905 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 9298 members 
Mstep: Class 21 contains 12317 members 
Mstep: Class 23 contains 34614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54032536.000000 Penalty: 42097.890625
Iteration 230Q: 21 clusters Score -5.403254e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55466 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 6 contains 72100 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 3200 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21749 members 
Mstep: Class 11 contains 109051 members 
Mstep: Class 12 contains 10561 members 
Mstep: Class 14 contains 36712 members 
Mstep: Class 15 contains 48772 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 792 members 
Mstep: Class 19 contains 9300 members 
Mstep: Class 21 contains 12310 members 
Mstep: Class 23 contains 34606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54032636.000000 Penalty: 42097.890625
Iteration 231Q: 21 clusters Score -5.403264e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 3613 members 
Mstep: Class 6 contains 72075 members 
Mstep: Class 7 contains 960 members 
Mstep: Class 8 contains 3199 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21755 members 
Mstep: Class 11 contains 109035 members 
Mstep: Class 12 contains 10585 members 
Mstep: Class 14 contains 36872 members 
Mstep: Class 15 contains 48657 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 794 members 
Mstep: Class 19 contains 9304 members 
Mstep: Class 21 contains 12286 members 
Mstep: Class 23 contains 34583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54032880.000000 Penalty: 42097.890625
Iteration 232Q: 21 clusters Score -5.403288e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 3595 members 
Mstep: Class 6 contains 72045 members 
Mstep: Class 7 contains 960 members 
Mstep: Class 8 contains 3193 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21759 members 
Mstep: Class 11 contains 109024 members 
Mstep: Class 12 contains 10597 members 
Mstep: Class 14 contains 37044 members 
Mstep: Class 15 contains 48545 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 797 members 
Mstep: Class 19 contains 9309 members 
Mstep: Class 21 contains 12259 members 
Mstep: Class 23 contains 34558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54033044.000000 Penalty: 42097.890625
Iteration 233Q: 21 clusters Score -5.403304e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 3559 members 
Mstep: Class 6 contains 72020 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 3190 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21757 members 
Mstep: Class 11 contains 109025 members 
Mstep: Class 12 contains 10616 members 
Mstep: Class 14 contains 37187 members 
Mstep: Class 15 contains 48423 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 804 members 
Mstep: Class 19 contains 9311 members 
Mstep: Class 21 contains 12238 members 
Mstep: Class 23 contains 34542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54033204.000000 Penalty: 42097.890625
Iteration 234Q: 21 clusters Score -5.40332e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 72001 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 3187 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21758 members 
Mstep: Class 11 contains 109006 members 
Mstep: Class 12 contains 10629 members 
Mstep: Class 14 contains 37322 members 
Mstep: Class 15 contains 48319 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 809 members 
Mstep: Class 19 contains 9315 members 
Mstep: Class 21 contains 12221 members 
Mstep: Class 23 contains 34530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54033292.000000 Penalty: 42097.890625
Iteration 235Q: 21 clusters Score -5.403329e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55674 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 3515 members 
Mstep: Class 6 contains 71983 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 3194 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21763 members 
Mstep: Class 11 contains 108930 members 
Mstep: Class 12 contains 10644 members 
Mstep: Class 14 contains 37449 members 
Mstep: Class 15 contains 48243 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 810 members 
Mstep: Class 19 contains 9316 members 
Mstep: Class 21 contains 12208 members 
Mstep: Class 23 contains 34533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54033444.000000 Penalty: 42097.890625
Iteration 236Q: 21 clusters Score -5.403344e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 3498 members 
Mstep: Class 6 contains 71958 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21766 members 
Mstep: Class 11 contains 108883 members 
Mstep: Class 12 contains 10658 members 
Mstep: Class 14 contains 37550 members 
Mstep: Class 15 contains 48188 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 812 members 
Mstep: Class 19 contains 9318 members 
Mstep: Class 21 contains 12191 members 
Mstep: Class 23 contains 34524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54033448.000000 Penalty: 42097.890625
Iteration 237Q: 21 clusters Score -5.403345e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55757 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 3486 members 
Mstep: Class 6 contains 71936 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 3194 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21760 members 
Mstep: Class 11 contains 108831 members 
Mstep: Class 12 contains 10666 members 
Mstep: Class 14 contains 37654 members 
Mstep: Class 15 contains 48149 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 814 members 
Mstep: Class 19 contains 9316 members 
Mstep: Class 21 contains 12182 members 
Mstep: Class 23 contains 34517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54033596.000000 Penalty: 42097.890625
Iteration 238Q: 21 clusters Score -5.40336e+07 nChanged 490
Entering ConstructFrom: 
Score: -54033596.000000 Penalty: 42097.890625
Entering ConstructFrom: 
Trying to split cluster 1 (55791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Entering Unmasked Estep 
Score: -7245923.500000 Penalty: 1776.022339
	Iteration 0F: 2 clusters Score -7245924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -7208667.500000 Penalty: 3552.044678
	Iteration 0F: 3 clusters Score -7208668 nChanged 26330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -7224068.500000 Penalty: 3552.044678
	Iteration 1F: 3 clusters Score -7224068 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -7225129.500000 Penalty: 3552.044678
	Iteration 2Q: 3 clusters Score -7225130 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -7226942.000000 Penalty: 3552.044678
	Iteration 3F: 3 clusters Score -7226942 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -7230114.000000 Penalty: 3552.044678
	Iteration 4F: 3 clusters Score -7230114 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -7234642.500000 Penalty: 3552.044678
	Iteration 5F: 3 clusters Score -7234642 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -7239330.500000 Penalty: 3552.044678
	Iteration 6F: 3 clusters Score -7239330 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 53492 members 
Entering Unmasked Estep 
Score: -7242427.500000 Penalty: 3552.044678
	Iteration 7F: 3 clusters Score -7242428 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -7243750.000000 Penalty: 3552.044678
	Iteration 8Q: 3 clusters Score -7243750 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 55350 members 
Entering Unmasked Estep 
Score: -7244147.000000 Penalty: 3552.044678
	Iteration 9Q: 3 clusters Score -7244147 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -7244240.000000 Penalty: 3552.044678
	Iteration 10Q: 3 clusters Score -7244240 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 55522 members 
Entering Unmasked Estep 
Score: -7244296.000000 Penalty: 3552.044678
	Iteration 11Q: 3 clusters Score -7244296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 55545 members 
Entering Unmasked Estep 
Score: -7244340.000000 Penalty: 3552.044678
	Iteration 12Q: 3 clusters Score -7244340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -7244369.000000 Penalty: 3552.044678
	Iteration 13Q: 3 clusters Score -7244369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -7244400.000000 Penalty: 3552.044678
	Iteration 14Q: 3 clusters Score -7244400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
Score: -7244411.500000 Penalty: 3552.044678
	Iteration 15Q: 3 clusters Score -7244412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -7244419.000000 Penalty: 3552.044678
	Iteration 16Q: 3 clusters Score -7244419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 55593 members 
Entering Unmasked Estep 
Score: -7244423.000000 Penalty: 3552.044678
	Iteration 17Q: 3 clusters Score -7244423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 55595 members 
Entering Unmasked Estep 
Score: -7244421.000000 Penalty: 3552.044678
	Iteration 18Q: 3 clusters Score -7244421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -7244420.000000 Penalty: 3552.044678
	Iteration 19Q: 3 clusters Score -7244420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 55595 members 
Entering Unmasked Estep 
Score: -7244422.000000 Penalty: 3552.044678
	Iteration 20F: 3 clusters Score -7244422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -7244427.000000 Penalty: 3552.044678
	Iteration 21Q: 3 clusters Score -7244427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -7244433.000000 Penalty: 3552.044678
	Iteration 22Q: 3 clusters Score -7244433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -7244429.000000 Penalty: 3552.044678
	Iteration 23Q: 3 clusters Score -7244429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 55591 members 
Entering Unmasked Estep 
Score: -7244436.500000 Penalty: 3552.044678
	Iteration 24Q: 3 clusters Score -7244436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 55591 members 
Entering Unmasked Estep 
Score: -7244436.500000 Penalty: 3552.044678
	Iteration 25F: 3 clusters Score -7244436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -51409.683594 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -51409.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50479.648438 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -50479.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50541.472656 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -50541.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50559.292969 Penalty: 1876.729248
	Iteration 2Q: 3 clusters Score -50559.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50566.128906 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -50566.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -50574.644531 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -50574.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50578.265625 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -50578.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50587.421875 Penalty: 1876.729248
	Iteration 6Q: 3 clusters Score -50587.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50594.308594 Penalty: 1876.729248
	Iteration 7Q: 3 clusters Score -50594.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50597.093750 Penalty: 1876.729248
	Iteration 8Q: 3 clusters Score -50597.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50598.511719 Penalty: 1876.729248
	Iteration 9Q: 3 clusters Score -50598.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50601.027344 Penalty: 1876.729248
	Iteration 10Q: 3 clusters Score -50601.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50601.027344 Penalty: 1876.729248
	Iteration 11F: 3 clusters Score -50601.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -67808.523438 Penalty: 1068.223022
	Iteration 0F: 2 clusters Score -67808.52 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 343 members 
Entering Unmasked Estep 
Score: -66643.273438 Penalty: 2136.446045
	Iteration 0F: 3 clusters Score -66643.27 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66889.539062 Penalty: 2136.446045
	Iteration 1F: 3 clusters Score -66889.54 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66979.039062 Penalty: 2136.446045
	Iteration 2F: 3 clusters Score -66979.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67018.976562 Penalty: 2136.446045
	Iteration 3Q: 3 clusters Score -67018.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67036.914062 Penalty: 2136.446045
	Iteration 4Q: 3 clusters Score -67036.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -67058.390625 Penalty: 2136.446045
	Iteration 5Q: 3 clusters Score -67058.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -67067.882812 Penalty: 2136.446045
	Iteration 6Q: 3 clusters Score -67067.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67073.304688 Penalty: 2136.446045
	Iteration 7Q: 3 clusters Score -67073.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67081.750000 Penalty: 2136.446045
	Iteration 8Q: 3 clusters Score -67081.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67091.351562 Penalty: 2136.446045
	Iteration 9Q: 3 clusters Score -67091.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67101.031250 Penalty: 2136.446045
	Iteration 10Q: 3 clusters Score -67101.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67112.007812 Penalty: 2136.446045
	Iteration 11Q: 3 clusters Score -67112.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67127.062500 Penalty: 2136.446045
	Iteration 12Q: 3 clusters Score -67127.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -67136.015625 Penalty: 2136.446045
	Iteration 13Q: 3 clusters Score -67136.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -67141.093750 Penalty: 2136.446045
	Iteration 14Q: 3 clusters Score -67141.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67143.078125 Penalty: 2136.446045
	Iteration 15Q: 3 clusters Score -67143.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67146.812500 Penalty: 2136.446045
	Iteration 16Q: 3 clusters Score -67146.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67147.562500 Penalty: 2136.446045
	Iteration 17Q: 3 clusters Score -67147.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67149.750000 Penalty: 2136.446045
	Iteration 18Q: 3 clusters Score -67149.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -67151.648438 Penalty: 2136.446045
	Iteration 19Q: 3 clusters Score -67151.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -67152.375000 Penalty: 2136.446045
	Iteration 20F: 3 clusters Score -67152.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67153.367188 Penalty: 2136.446045
	Iteration 21Q: 3 clusters Score -67153.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67154.734375 Penalty: 2136.446045
	Iteration 22Q: 3 clusters Score -67154.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67155.976562 Penalty: 2136.446045
	Iteration 23Q: 3 clusters Score -67155.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -67159.812500 Penalty: 2136.446045
	Iteration 24Q: 3 clusters Score -67159.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -67162.468750 Penalty: 2136.446045
	Iteration 25Q: 3 clusters Score -67162.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -67169.804688 Penalty: 2136.446045
	Iteration 26Q: 3 clusters Score -67169.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -67179.578125 Penalty: 2136.446045
	Iteration 27Q: 3 clusters Score -67179.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -67200.375000 Penalty: 2136.446045
	Iteration 28Q: 3 clusters Score -67200.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -67228.859375 Penalty: 2136.446045
	Iteration 29Q: 3 clusters Score -67228.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -67248.812500 Penalty: 2136.446045
	Iteration 30Q: 3 clusters Score -67248.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -67258.500000 Penalty: 2136.446045
	Iteration 31Q: 3 clusters Score -67258.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -67283.906250 Penalty: 2136.446045
	Iteration 32Q: 3 clusters Score -67283.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -67325.062500 Penalty: 2136.446045
	Iteration 33Q: 3 clusters Score -67325.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -67366.046875 Penalty: 2136.446045
	Iteration 34Q: 3 clusters Score -67366.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -67411.492188 Penalty: 2136.446045
	Iteration 35Q: 3 clusters Score -67411.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -67466.453125 Penalty: 2136.446045
	Iteration 36Q: 3 clusters Score -67466.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -67503.085938 Penalty: 2136.446045
	Iteration 37Q: 3 clusters Score -67503.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -67528.875000 Penalty: 2136.446045
	Iteration 38Q: 3 clusters Score -67528.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -67559.820312 Penalty: 2136.446045
	Iteration 39Q: 3 clusters Score -67559.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -67611.140625 Penalty: 2136.446045
	Iteration 40F: 3 clusters Score -67611.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -67649.656250 Penalty: 2136.446045
	Iteration 41Q: 3 clusters Score -67649.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -67672.812500 Penalty: 2136.446045
	Iteration 42Q: 3 clusters Score -67672.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -67697.718750 Penalty: 2136.446045
	Iteration 43Q: 3 clusters Score -67697.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -67718.960938 Penalty: 2136.446045
	Iteration 44Q: 3 clusters Score -67718.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -67732.585938 Penalty: 2136.446045
	Iteration 45Q: 3 clusters Score -67732.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -67745.226562 Penalty: 2136.446045
	Iteration 46Q: 3 clusters Score -67745.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -67764.046875 Penalty: 2136.446045
	Iteration 47Q: 3 clusters Score -67764.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -67781.593750 Penalty: 2136.446045
	Iteration 48Q: 3 clusters Score -67781.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -67788.601562 Penalty: 2136.446045
	Iteration 49Q: 3 clusters Score -67788.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -67798.140625 Penalty: 2136.446045
	Iteration 50Q: 3 clusters Score -67798.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -67806.367188 Penalty: 2136.446045
	Iteration 51Q: 3 clusters Score -67806.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -67807.250000 Penalty: 2136.446045
	Iteration 52Q: 3 clusters Score -67807.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -67809.679688 Penalty: 2136.446045
	Iteration 53F: 3 clusters Score -67809.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -67814.320312 Penalty: 2136.446045
	Iteration 54Q: 3 clusters Score -67814.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -67814.320312 Penalty: 2136.446045
	Iteration 55F: 3 clusters Score -67814.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 288 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 3463 members 
Mstep: Class 6 contains 71904 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 3198 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21752 members 
Mstep: Class 11 contains 108786 members 
Mstep: Class 12 contains 10671 members 
Mstep: Class 13 contains 428 members 
Mstep: Class 14 contains 37760 members 
Mstep: Class 15 contains 48125 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 9310 members 
Mstep: Class 21 contains 12172 members 
Mstep: Class 23 contains 34509 members 
Entering Unmasked Estep 
Score: -54032628.000000 Penalty: 44202.781250
Splitting cluster 3 changes total score from -54033596.000000 to -54032628.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Entering Unmasked Estep 
Score: -75075.289062 Penalty: 1059.121582
	Iteration 0F: 2 clusters Score -75075.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -73896.632812 Penalty: 2118.243164
	Iteration 0F: 3 clusters Score -73896.63 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74142.039062 Penalty: 2118.243164
	Iteration 1F: 3 clusters Score -74142.04 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -74262.671875 Penalty: 2118.243164
	Iteration 2F: 3 clusters Score -74262.67 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -74368.203125 Penalty: 2118.243164
	Iteration 3F: 3 clusters Score -74368.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -74508.703125 Penalty: 2118.243164
	Iteration 4F: 3 clusters Score -74508.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -74636.867188 Penalty: 2118.243164
	Iteration 5Q: 3 clusters Score -74636.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -74752.445312 Penalty: 2118.243164
	Iteration 6Q: 3 clusters Score -74752.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -74848.085938 Penalty: 2118.243164
	Iteration 7Q: 3 clusters Score -74848.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -74920.218750 Penalty: 2118.243164
	Iteration 8Q: 3 clusters Score -74920.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -74981.101562 Penalty: 2118.243164
	Iteration 9Q: 3 clusters Score -74981.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75018.617188 Penalty: 2118.243164
	Iteration 10Q: 3 clusters Score -75018.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -75052.078125 Penalty: 2118.243164
	Iteration 11Q: 3 clusters Score -75052.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75070.140625 Penalty: 2118.243164
	Iteration 12Q: 3 clusters Score -75070.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75090.054688 Penalty: 2118.243164
	Iteration 13Q: 3 clusters Score -75090.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -75106.078125 Penalty: 2118.243164
	Iteration 14Q: 3 clusters Score -75106.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -75129.804688 Penalty: 2118.243164
	Iteration 15Q: 3 clusters Score -75129.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -75136.054688 Penalty: 2118.243164
	Iteration 16Q: 3 clusters Score -75136.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -75142.648438 Penalty: 2118.243164
	Iteration 17Q: 3 clusters Score -75142.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -75148.906250 Penalty: 2118.243164
	Iteration 18Q: 3 clusters Score -75148.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -75153.687500 Penalty: 2118.243164
	Iteration 19Q: 3 clusters Score -75153.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -75156.851562 Penalty: 2118.243164
	Iteration 20F: 3 clusters Score -75156.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -75166.015625 Penalty: 2118.243164
	Iteration 21Q: 3 clusters Score -75166.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -75169.296875 Penalty: 2118.243164
	Iteration 22Q: 3 clusters Score -75169.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -75172.507812 Penalty: 2118.243164
	Iteration 23Q: 3 clusters Score -75172.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75176.976562 Penalty: 2118.243164
	Iteration 24Q: 3 clusters Score -75176.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -75183.296875 Penalty: 2118.243164
	Iteration 25Q: 3 clusters Score -75183.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75186.671875 Penalty: 2118.243164
	Iteration 26Q: 3 clusters Score -75186.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75186.671875 Penalty: 2118.243164
	Iteration 27F: 3 clusters Score -75186.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 319 members 
Mstep: Class 5 contains 3463 members 
Mstep: Class 6 contains 71904 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 3198 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21752 members 
Mstep: Class 11 contains 108786 members 
Mstep: Class 12 contains 10671 members 
Mstep: Class 13 contains 358 members 
Mstep: Class 14 contains 37760 members 
Mstep: Class 15 contains 48125 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 9310 members 
Mstep: Class 21 contains 12172 members 
Mstep: Class 23 contains 34509 members 
Entering Unmasked Estep 
Score: -54032712.000000 Penalty: 44202.781250
Splitting cluster 4 changes total score from -54033596.000000 to -54032712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (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: -449140.000000 Penalty: 1324.357300
	Iteration 0F: 2 clusters Score -449140 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 1744 members 
Entering Unmasked Estep 
Score: -446112.500000 Penalty: 2648.714600
	Iteration 0F: 3 clusters Score -446112.5 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -446901.000000 Penalty: 2648.714600
	Iteration 1F: 3 clusters Score -446901 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -447021.000000 Penalty: 2648.714600
	Iteration 2F: 3 clusters Score -447021 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -447085.406250 Penalty: 2648.714600
	Iteration 3Q: 3 clusters Score -447085.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -447129.000000 Penalty: 2648.714600
	Iteration 4Q: 3 clusters Score -447129 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -447158.218750 Penalty: 2648.714600
	Iteration 5Q: 3 clusters Score -447158.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -447178.843750 Penalty: 2648.714600
	Iteration 6Q: 3 clusters Score -447178.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -447195.937500 Penalty: 2648.714600
	Iteration 7Q: 3 clusters Score -447195.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -447209.843750 Penalty: 2648.714600
	Iteration 8Q: 3 clusters Score -447209.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -447224.125000 Penalty: 2648.714600
	Iteration 9Q: 3 clusters Score -447224.1 nChanged 38
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: -447236.687500 Penalty: 2648.714600
	Iteration 10Q: 3 clusters Score -447236.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -447251.125000 Penalty: 2648.714600
	Iteration 11Q: 3 clusters Score -447251.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -447270.750000 Penalty: 2648.714600
	Iteration 12Q: 3 clusters Score -447270.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -447287.718750 Penalty: 2648.714600
	Iteration 13Q: 3 clusters Score -447287.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -447307.812500 Penalty: 2648.714600
	Iteration 14Q: 3 clusters Score -447307.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -447329.718750 Penalty: 2648.714600
	Iteration 15Q: 3 clusters Score -447329.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -447355.218750 Penalty: 2648.714600
	Iteration 16Q: 3 clusters Score -447355.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -447376.562500 Penalty: 2648.714600
	Iteration 17Q: 3 clusters Score -447376.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -447398.687500 Penalty: 2648.714600
	Iteration 18Q: 3 clusters Score -447398.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -447430.062500 Penalty: 2648.714600
	Iteration 19Q: 3 clusters Score -447430.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -447463.968750 Penalty: 2648.714600
	Iteration 20F: 3 clusters Score -447464 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -447500.062500 Penalty: 2648.714600
	Iteration 21Q: 3 clusters Score -447500.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -447530.250000 Penalty: 2648.714600
	Iteration 22Q: 3 clusters Score -447530.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -447576.562500 Penalty: 2648.714600
	Iteration 23Q: 3 clusters Score -447576.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -447621.375000 Penalty: 2648.714600
	Iteration 24Q: 3 clusters Score -447621.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -447653.687500 Penalty: 2648.714600
	Iteration 25Q: 3 clusters Score -447653.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -447682.187500 Penalty: 2648.714600
	Iteration 26Q: 3 clusters Score -447682.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -447715.250000 Penalty: 2648.714600
	Iteration 27Q: 3 clusters Score -447715.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -447746.906250 Penalty: 2648.714600
	Iteration 28Q: 3 clusters Score -447746.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -447776.625000 Penalty: 2648.714600
	Iteration 29Q: 3 clusters Score -447776.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -447800.812500 Penalty: 2648.714600
	Iteration 30Q: 3 clusters Score -447800.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -447819.093750 Penalty: 2648.714600
	Iteration 31Q: 3 clusters Score -447819.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -447839.593750 Penalty: 2648.714600
	Iteration 32Q: 3 clusters Score -447839.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -447861.000000 Penalty: 2648.714600
	Iteration 33Q: 3 clusters Score -447861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -447874.593750 Penalty: 2648.714600
	Iteration 34Q: 3 clusters Score -447874.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -447884.156250 Penalty: 2648.714600
	Iteration 35Q: 3 clusters Score -447884.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -447891.812500 Penalty: 2648.714600
	Iteration 36Q: 3 clusters Score -447891.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -447899.531250 Penalty: 2648.714600
	Iteration 37Q: 3 clusters Score -447899.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -447905.906250 Penalty: 2648.714600
	Iteration 38Q: 3 clusters Score -447905.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -447909.656250 Penalty: 2648.714600
	Iteration 39Q: 3 clusters Score -447909.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -447916.312500 Penalty: 2648.714600
	Iteration 40F: 3 clusters Score -447916.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -447919.968750 Penalty: 2648.714600
	Iteration 41Q: 3 clusters Score -447920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -447926.218750 Penalty: 2648.714600
	Iteration 42Q: 3 clusters Score -447926.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -447930.437500 Penalty: 2648.714600
	Iteration 43Q: 3 clusters Score -447930.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -447934.125000 Penalty: 2648.714600
	Iteration 44Q: 3 clusters Score -447934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -447935.812500 Penalty: 2648.714600
	Iteration 45Q: 3 clusters Score -447935.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -447939.468750 Penalty: 2648.714600
	Iteration 46Q: 3 clusters Score -447939.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -447940.281250 Penalty: 2648.714600
	Iteration 47Q: 3 clusters Score -447940.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -447940.812500 Penalty: 2648.714600
	Iteration 48Q: 3 clusters Score -447940.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -447943.093750 Penalty: 2648.714600
	Iteration 49Q: 3 clusters Score -447943.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -447944.218750 Penalty: 2648.714600
	Iteration 50Q: 3 clusters Score -447944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -447945.968750 Penalty: 2648.714600
	Iteration 51Q: 3 clusters Score -447946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -447947.000000 Penalty: 2648.714600
	Iteration 52Q: 3 clusters Score -447947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -447947.906250 Penalty: 2648.714600
	Iteration 53Q: 3 clusters Score -447947.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -447947.906250 Penalty: 2648.714600
	Iteration 54F: 3 clusters Score -447947.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71904 members 
Entering Unmasked Estep 
Score: -9413459.000000 Penalty: 1817.251709
	Iteration 0F: 2 clusters Score -9413459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -9369238.000000 Penalty: 3634.503418
	Iteration 0F: 3 clusters Score -9369238 nChanged 34183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -9388532.000000 Penalty: 3634.503418
	Iteration 1F: 3 clusters Score -9388532 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -9389111.000000 Penalty: 3634.503418
	Iteration 2Q: 3 clusters Score -9389111 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -9389688.000000 Penalty: 3634.503418
	Iteration 3Q: 3 clusters Score -9389688 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -9390531.000000 Penalty: 3634.503418
	Iteration 4Q: 3 clusters Score -9390531 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -9391639.000000 Penalty: 3634.503418
	Iteration 5Q: 3 clusters Score -9391639 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -9393404.000000 Penalty: 3634.503418
	Iteration 6Q: 3 clusters Score -9393404 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -9395950.000000 Penalty: 3634.503418
	Iteration 7F: 3 clusters Score -9395950 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -9399290.000000 Penalty: 3634.503418
	Iteration 8F: 3 clusters Score -9399290 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -9402551.000000 Penalty: 3634.503418
	Iteration 9F: 3 clusters Score -9402551 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 57159 members 
Entering Unmasked Estep 
Score: -9404979.000000 Penalty: 3634.503418
	Iteration 10Q: 3 clusters Score -9404979 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 58949 members 
Entering Unmasked Estep 
Score: -9406659.000000 Penalty: 3634.503418
	Iteration 11Q: 3 clusters Score -9406659 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 60115 members 
Entering Unmasked Estep 
Score: -9407633.000000 Penalty: 3634.503418
	Iteration 12Q: 3 clusters Score -9407633 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 60910 members 
Entering Unmasked Estep 
Score: -9408242.000000 Penalty: 3634.503418
	Iteration 13Q: 3 clusters Score -9408242 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 61610 members 
Entering Unmasked Estep 
Score: -9408557.000000 Penalty: 3634.503418
	Iteration 14Q: 3 clusters Score -9408557 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 62251 members 
Entering Unmasked Estep 
Score: -9408789.000000 Penalty: 3634.503418
	Iteration 15Q: 3 clusters Score -9408789 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -9408983.000000 Penalty: 3634.503418
	Iteration 16Q: 3 clusters Score -9408983 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 63411 members 
Entering Unmasked Estep 
Score: -9409132.000000 Penalty: 3634.503418
	Iteration 17Q: 3 clusters Score -9409132 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 63896 members 
Entering Unmasked Estep 
Score: -9409343.000000 Penalty: 3634.503418
	Iteration 18Q: 3 clusters Score -9409343 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -9409534.000000 Penalty: 3634.503418
	Iteration 19Q: 3 clusters Score -9409534 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 64735 members 
Entering Unmasked Estep 
Score: -9409675.000000 Penalty: 3634.503418
	Iteration 20F: 3 clusters Score -9409675 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 65082 members 
Entering Unmasked Estep 
Score: -9409729.000000 Penalty: 3634.503418
	Iteration 21Q: 3 clusters Score -9409729 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 65422 members 
Entering Unmasked Estep 
Score: -9409866.000000 Penalty: 3634.503418
	Iteration 22Q: 3 clusters Score -9409866 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 65749 members 
Entering Unmasked Estep 
Score: -9409957.000000 Penalty: 3634.503418
	Iteration 23Q: 3 clusters Score -9409957 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 66077 members 
Entering Unmasked Estep 
Score: -9410065.000000 Penalty: 3634.503418
	Iteration 24Q: 3 clusters Score -9410065 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -9410169.000000 Penalty: 3634.503418
	Iteration 25Q: 3 clusters Score -9410169 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 66670 members 
Entering Unmasked Estep 
Score: -9410272.000000 Penalty: 3634.503418
	Iteration 26Q: 3 clusters Score -9410272 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 66950 members 
Entering Unmasked Estep 
Score: -9410358.000000 Penalty: 3634.503418
	Iteration 27Q: 3 clusters Score -9410358 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 67219 members 
Entering Unmasked Estep 
Score: -9410445.000000 Penalty: 3634.503418
	Iteration 28Q: 3 clusters Score -9410445 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 67504 members 
Entering Unmasked Estep 
Score: -9410514.000000 Penalty: 3634.503418
	Iteration 29Q: 3 clusters Score -9410514 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 67789 members 
Entering Unmasked Estep 
Score: -9410634.000000 Penalty: 3634.503418
	Iteration 30Q: 3 clusters Score -9410634 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 68037 members 
Entering Unmasked Estep 
Score: -9410724.000000 Penalty: 3634.503418
	Iteration 31Q: 3 clusters Score -9410724 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 68280 members 
Entering Unmasked Estep 
Score: -9410802.000000 Penalty: 3634.503418
	Iteration 32Q: 3 clusters Score -9410802 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 68518 members 
Entering Unmasked Estep 
Score: -9410865.000000 Penalty: 3634.503418
	Iteration 33Q: 3 clusters Score -9410865 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 68729 members 
Entering Unmasked Estep 
Score: -9410939.000000 Penalty: 3634.503418
	Iteration 34Q: 3 clusters Score -9410939 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 68928 members 
Entering Unmasked Estep 
Score: -9411027.000000 Penalty: 3634.503418
	Iteration 35Q: 3 clusters Score -9411027 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 69087 members 
Entering Unmasked Estep 
Score: -9411081.000000 Penalty: 3634.503418
	Iteration 36Q: 3 clusters Score -9411081 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 69262 members 
Entering Unmasked Estep 
Score: -9411168.000000 Penalty: 3634.503418
	Iteration 37Q: 3 clusters Score -9411168 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 69405 members 
Entering Unmasked Estep 
Score: -9411215.000000 Penalty: 3634.503418
	Iteration 38Q: 3 clusters Score -9411215 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 69519 members 
Entering Unmasked Estep 
Score: -9411244.000000 Penalty: 3634.503418
	Iteration 39Q: 3 clusters Score -9411244 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 69633 members 
Entering Unmasked Estep 
Score: -9411292.000000 Penalty: 3634.503418
	Iteration 40F: 3 clusters Score -9411292 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -9411361.000000 Penalty: 3634.503418
	Iteration 41Q: 3 clusters Score -9411361 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 69864 members 
Entering Unmasked Estep 
Score: -9411399.000000 Penalty: 3634.503418
	Iteration 42Q: 3 clusters Score -9411399 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 69966 members 
Entering Unmasked Estep 
Score: -9411425.000000 Penalty: 3634.503418
	Iteration 43Q: 3 clusters Score -9411425 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 70063 members 
Entering Unmasked Estep 
Score: -9411465.000000 Penalty: 3634.503418
	Iteration 44Q: 3 clusters Score -9411465 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 70142 members 
Entering Unmasked Estep 
Score: -9411461.000000 Penalty: 3634.503418
	Iteration 45Q: 3 clusters Score -9411461 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 70217 members 
Entering Unmasked Estep 
Score: -9411519.000000 Penalty: 3634.503418
	Iteration 46Q: 3 clusters Score -9411519 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 70293 members 
Entering Unmasked Estep 
Score: -9411567.000000 Penalty: 3634.503418
	Iteration 47Q: 3 clusters Score -9411567 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 70364 members 
Entering Unmasked Estep 
Score: -9411603.000000 Penalty: 3634.503418
	Iteration 48Q: 3 clusters Score -9411603 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 70417 members 
Entering Unmasked Estep 
Score: -9411635.000000 Penalty: 3634.503418
	Iteration 49Q: 3 clusters Score -9411635 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 70473 members 
Entering Unmasked Estep 
Score: -9411663.000000 Penalty: 3634.503418
	Iteration 50Q: 3 clusters Score -9411663 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 70519 members 
Entering Unmasked Estep 
Score: -9411670.000000 Penalty: 3634.503418
	Iteration 51Q: 3 clusters Score -9411670 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 70569 members 
Entering Unmasked Estep 
Score: -9411699.000000 Penalty: 3634.503418
	Iteration 52Q: 3 clusters Score -9411699 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 70614 members 
Entering Unmasked Estep 
Score: -9411723.000000 Penalty: 3634.503418
	Iteration 53Q: 3 clusters Score -9411723 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 70655 members 
Entering Unmasked Estep 
Score: -9411734.000000 Penalty: 3634.503418
	Iteration 54Q: 3 clusters Score -9411734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 70692 members 
Entering Unmasked Estep 
Score: -9411754.000000 Penalty: 3634.503418
	Iteration 55Q: 3 clusters Score -9411754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -9411769.000000 Penalty: 3634.503418
	Iteration 56Q: 3 clusters Score -9411769 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 70738 members 
Entering Unmasked Estep 
Score: -9411772.000000 Penalty: 3634.503418
	Iteration 57Q: 3 clusters Score -9411772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 70760 members 
Entering Unmasked Estep 
Score: -9411775.000000 Penalty: 3634.503418
	Iteration 58Q: 3 clusters Score -9411775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 70775 members 
Entering Unmasked Estep 
Score: -9411777.000000 Penalty: 3634.503418
	Iteration 59Q: 3 clusters Score -9411777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 70793 members 
Entering Unmasked Estep 
Score: -9411798.000000 Penalty: 3634.503418
	Iteration 60F: 3 clusters Score -9411798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 70808 members 
Entering Unmasked Estep 
Score: -9411797.000000 Penalty: 3634.503418
	Iteration 61Q: 3 clusters Score -9411797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 70815 members 
Entering Unmasked Estep 
Score: -9411809.000000 Penalty: 3634.503418
	Iteration 62Q: 3 clusters Score -9411809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 70823 members 
Entering Unmasked Estep 
Score: -9411798.000000 Penalty: 3634.503418
	Iteration 63Q: 3 clusters Score -9411798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 70826 members 
Entering Unmasked Estep 
Score: -9411802.000000 Penalty: 3634.503418
	Iteration 64Q: 3 clusters Score -9411802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 70831 members 
Entering Unmasked Estep 
Score: -9411809.000000 Penalty: 3634.503418
	Iteration 65Q: 3 clusters Score -9411809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 70835 members 
Entering Unmasked Estep 
Score: -9411823.000000 Penalty: 3634.503418
	Iteration 66Q: 3 clusters Score -9411823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 70838 members 
Entering Unmasked Estep 
Score: -9411823.000000 Penalty: 3634.503418
	Iteration 67Q: 3 clusters Score -9411823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 70839 members 
Entering Unmasked Estep 
Score: -9411829.000000 Penalty: 3634.503418
	Iteration 68Q: 3 clusters Score -9411829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 70841 members 
Entering Unmasked Estep 
Score: -9411830.000000 Penalty: 3634.503418
	Iteration 69Q: 3 clusters Score -9411830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 70845 members 
Entering Unmasked Estep 
Score: -9411839.000000 Penalty: 3634.503418
	Iteration 70Q: 3 clusters Score -9411839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 70852 members 
Entering Unmasked Estep 
Score: -9411835.000000 Penalty: 3634.503418
	Iteration 71Q: 3 clusters Score -9411835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 70857 members 
Entering Unmasked Estep 
Score: -9411829.000000 Penalty: 3634.503418
	Iteration 72Q: 3 clusters Score -9411829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -9411834.000000 Penalty: 3634.503418
	Iteration 73Q: 3 clusters Score -9411834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 70864 members 
Entering Unmasked Estep 
Score: -9411829.000000 Penalty: 3634.503418
	Iteration 74Q: 3 clusters Score -9411829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 70865 members 
Entering Unmasked Estep 
Score: -9411831.000000 Penalty: 3634.503418
	Iteration 75Q: 3 clusters Score -9411831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 70867 members 
Entering Unmasked Estep 
Score: -9411830.000000 Penalty: 3634.503418
	Iteration 76Q: 3 clusters Score -9411830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 70869 members 
Entering Unmasked Estep 
Score: -9411827.000000 Penalty: 3634.503418
	Iteration 77Q: 3 clusters Score -9411827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 70873 members 
Entering Unmasked Estep 
Score: -9411825.000000 Penalty: 3634.503418
	Iteration 78Q: 3 clusters Score -9411825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 70874 members 
Entering Unmasked Estep 
Score: -9411826.000000 Penalty: 3634.503418
	Iteration 79Q: 3 clusters Score -9411826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 70874 members 
Entering Unmasked Estep 
Score: -9411826.000000 Penalty: 3634.503418
	Iteration 80F: 3 clusters Score -9411826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -120115.679688 Penalty: 1116.045776
	Iteration 0F: 2 clusters Score -120115.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -118722.335938 Penalty: 2232.091553
	Iteration 0F: 3 clusters Score -118722.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -118967.796875 Penalty: 2232.091553
	Iteration 1F: 3 clusters Score -118967.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -119011.843750 Penalty: 2232.091553
	Iteration 2F: 3 clusters Score -119011.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -119027.804688 Penalty: 2232.091553
	Iteration 3Q: 3 clusters Score -119027.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -119046.617188 Penalty: 2232.091553
	Iteration 4Q: 3 clusters Score -119046.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -119054.953125 Penalty: 2232.091553
	Iteration 5Q: 3 clusters Score -119055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -119057.414062 Penalty: 2232.091553
	Iteration 6Q: 3 clusters Score -119057.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -119057.414062 Penalty: 2232.091553
	Iteration 7F: 3 clusters Score -119057.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -416003.812500 Penalty: 1311.420654
	Iteration 0F: 2 clusters Score -416003.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -413194.375000 Penalty: 2622.841309
	Iteration 0F: 3 clusters Score -413194.4 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -413835.031250 Penalty: 2622.841309
	Iteration 1F: 3 clusters Score -413835 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -413952.750000 Penalty: 2622.841309
	Iteration 2F: 3 clusters Score -413952.8 nChanged 138
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: -414030.218750 Penalty: 2622.841309
	Iteration 3Q: 3 clusters Score -414030.2 nChanged 118
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: -414089.156250 Penalty: 2622.841309
	Iteration 4Q: 3 clusters Score -414089.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -414132.875000 Penalty: 2622.841309
	Iteration 5Q: 3 clusters Score -414132.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -414162.218750 Penalty: 2622.841309
	Iteration 6Q: 3 clusters Score -414162.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -414184.531250 Penalty: 2622.841309
	Iteration 7Q: 3 clusters Score -414184.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -414202.968750 Penalty: 2622.841309
	Iteration 8Q: 3 clusters Score -414203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -414218.531250 Penalty: 2622.841309
	Iteration 9Q: 3 clusters Score -414218.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -414228.968750 Penalty: 2622.841309
	Iteration 10Q: 3 clusters Score -414229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -414241.312500 Penalty: 2622.841309
	Iteration 11Q: 3 clusters Score -414241.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -414258.437500 Penalty: 2622.841309
	Iteration 12Q: 3 clusters Score -414258.4 nChanged 34
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: -414271.437500 Penalty: 2622.841309
	Iteration 13Q: 3 clusters Score -414271.4 nChanged 21
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: -414279.156250 Penalty: 2622.841309
	Iteration 14Q: 3 clusters Score -414279.2 nChanged 19
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: -414286.000000 Penalty: 2622.841309
	Iteration 15Q: 3 clusters Score -414286 nChanged 17
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: -414294.906250 Penalty: 2622.841309
	Iteration 16Q: 3 clusters Score -414294.9 nChanged 20
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: -414302.625000 Penalty: 2622.841309
	Iteration 17Q: 3 clusters Score -414302.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -414308.406250 Penalty: 2622.841309
	Iteration 18Q: 3 clusters Score -414308.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -414313.625000 Penalty: 2622.841309
	Iteration 19Q: 3 clusters Score -414313.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -414319.656250 Penalty: 2622.841309
	Iteration 20F: 3 clusters Score -414319.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -414326.718750 Penalty: 2622.841309
	Iteration 21Q: 3 clusters Score -414326.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -414331.812500 Penalty: 2622.841309
	Iteration 22Q: 3 clusters Score -414331.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -414334.375000 Penalty: 2622.841309
	Iteration 23Q: 3 clusters Score -414334.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -414340.750000 Penalty: 2622.841309
	Iteration 24Q: 3 clusters Score -414340.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -414344.468750 Penalty: 2622.841309
	Iteration 25Q: 3 clusters Score -414344.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -414347.593750 Penalty: 2622.841309
	Iteration 26Q: 3 clusters Score -414347.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -414351.625000 Penalty: 2622.841309
	Iteration 27Q: 3 clusters Score -414351.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -414355.250000 Penalty: 2622.841309
	Iteration 28Q: 3 clusters Score -414355.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -414358.656250 Penalty: 2622.841309
	Iteration 29Q: 3 clusters Score -414358.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -414362.062500 Penalty: 2622.841309
	Iteration 30Q: 3 clusters Score -414362.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -414368.687500 Penalty: 2622.841309
	Iteration 31Q: 3 clusters Score -414368.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -414380.343750 Penalty: 2622.841309
	Iteration 32Q: 3 clusters Score -414380.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -414389.750000 Penalty: 2622.841309
	Iteration 33Q: 3 clusters Score -414389.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -414396.718750 Penalty: 2622.841309
	Iteration 34Q: 3 clusters Score -414396.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -414404.656250 Penalty: 2622.841309
	Iteration 35Q: 3 clusters Score -414404.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -414416.093750 Penalty: 2622.841309
	Iteration 36Q: 3 clusters Score -414416.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -414425.531250 Penalty: 2622.841309
	Iteration 37Q: 3 clusters Score -414425.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -414431.187500 Penalty: 2622.841309
	Iteration 38Q: 3 clusters Score -414431.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -414436.500000 Penalty: 2622.841309
	Iteration 39Q: 3 clusters Score -414436.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -414442.937500 Penalty: 2622.841309
	Iteration 40F: 3 clusters Score -414442.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -414448.156250 Penalty: 2622.841309
	Iteration 41Q: 3 clusters Score -414448.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -414452.906250 Penalty: 2622.841309
	Iteration 42Q: 3 clusters Score -414452.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -414459.093750 Penalty: 2622.841309
	Iteration 43Q: 3 clusters Score -414459.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -414470.218750 Penalty: 2622.841309
	Iteration 44Q: 3 clusters Score -414470.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -414479.656250 Penalty: 2622.841309
	Iteration 45Q: 3 clusters Score -414479.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -414487.000000 Penalty: 2622.841309
	Iteration 46Q: 3 clusters Score -414487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -414495.656250 Penalty: 2622.841309
	Iteration 47Q: 3 clusters Score -414495.7 nChanged 25
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: -414505.937500 Penalty: 2622.841309
	Iteration 48Q: 3 clusters Score -414505.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -414520.843750 Penalty: 2622.841309
	Iteration 49Q: 3 clusters Score -414520.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -414536.187500 Penalty: 2622.841309
	Iteration 50Q: 3 clusters Score -414536.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -414554.375000 Penalty: 2622.841309
	Iteration 51Q: 3 clusters Score -414554.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -414570.906250 Penalty: 2622.841309
	Iteration 52Q: 3 clusters Score -414570.9 nChanged 29
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: -414585.437500 Penalty: 2622.841309
	Iteration 53Q: 3 clusters Score -414585.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -414600.375000 Penalty: 2622.841309
	Iteration 54Q: 3 clusters Score -414600.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -414619.937500 Penalty: 2622.841309
	Iteration 55Q: 3 clusters Score -414619.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -414639.437500 Penalty: 2622.841309
	Iteration 56Q: 3 clusters Score -414639.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -414655.531250 Penalty: 2622.841309
	Iteration 57Q: 3 clusters Score -414655.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -414675.968750 Penalty: 2622.841309
	Iteration 58Q: 3 clusters Score -414676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -414696.812500 Penalty: 2622.841309
	Iteration 59Q: 3 clusters Score -414696.8 nChanged 32
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: -414714.687500 Penalty: 2622.841309
	Iteration 60F: 3 clusters Score -414714.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -414730.375000 Penalty: 2622.841309
	Iteration 61Q: 3 clusters Score -414730.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -414738.937500 Penalty: 2622.841309
	Iteration 62Q: 3 clusters Score -414738.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -414746.843750 Penalty: 2622.841309
	Iteration 63Q: 3 clusters Score -414746.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -414754.312500 Penalty: 2622.841309
	Iteration 64Q: 3 clusters Score -414754.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -414761.718750 Penalty: 2622.841309
	Iteration 65Q: 3 clusters Score -414761.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -414771.031250 Penalty: 2622.841309
	Iteration 66Q: 3 clusters Score -414771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -414788.687500 Penalty: 2622.841309
	Iteration 67Q: 3 clusters Score -414788.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -414804.375000 Penalty: 2622.841309
	Iteration 68Q: 3 clusters Score -414804.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -414813.093750 Penalty: 2622.841309
	Iteration 69Q: 3 clusters Score -414813.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -414826.500000 Penalty: 2622.841309
	Iteration 70Q: 3 clusters Score -414826.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -414839.406250 Penalty: 2622.841309
	Iteration 71Q: 3 clusters Score -414839.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -414849.593750 Penalty: 2622.841309
	Iteration 72Q: 3 clusters Score -414849.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -414860.250000 Penalty: 2622.841309
	Iteration 73Q: 3 clusters Score -414860.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -414866.875000 Penalty: 2622.841309
	Iteration 74Q: 3 clusters Score -414866.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -414871.937500 Penalty: 2622.841309
	Iteration 75Q: 3 clusters Score -414871.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -414879.500000 Penalty: 2622.841309
	Iteration 76Q: 3 clusters Score -414879.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -414885.250000 Penalty: 2622.841309
	Iteration 77Q: 3 clusters Score -414885.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -414891.437500 Penalty: 2622.841309
	Iteration 78Q: 3 clusters Score -414891.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -414898.375000 Penalty: 2622.841309
	Iteration 79Q: 3 clusters Score -414898.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -414906.093750 Penalty: 2622.841309
	Iteration 80F: 3 clusters Score -414906.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -414908.000000 Penalty: 2622.841309
	Iteration 81Q: 3 clusters Score -414908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -414910.406250 Penalty: 2622.841309
	Iteration 82Q: 3 clusters Score -414910.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -414910.843750 Penalty: 2622.841309
	Iteration 83Q: 3 clusters Score -414910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -414911.656250 Penalty: 2622.841309
	Iteration 84Q: 3 clusters Score -414911.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -414911.750000 Penalty: 2622.841309
	Iteration 85Q: 3 clusters Score -414911.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -414913.312500 Penalty: 2622.841309
	Iteration 86Q: 3 clusters Score -414913.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -414915.781250 Penalty: 2622.841309
	Iteration 87Q: 3 clusters Score -414915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -414916.625000 Penalty: 2622.841309
	Iteration 88Q: 3 clusters Score -414916.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -414918.968750 Penalty: 2622.841309
	Iteration 89Q: 3 clusters Score -414919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -414921.437500 Penalty: 2622.841309
	Iteration 90Q: 3 clusters Score -414921.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -414924.343750 Penalty: 2622.841309
	Iteration 91Q: 3 clusters Score -414924.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -414926.343750 Penalty: 2622.841309
	Iteration 92Q: 3 clusters Score -414926.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -414927.343750 Penalty: 2622.841309
	Iteration 93Q: 3 clusters Score -414927.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -414929.437500 Penalty: 2622.841309
	Iteration 94Q: 3 clusters Score -414929.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -414932.500000 Penalty: 2622.841309
	Iteration 95Q: 3 clusters Score -414932.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -414937.500000 Penalty: 2622.841309
	Iteration 96Q: 3 clusters Score -414937.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -414937.656250 Penalty: 2622.841309
	Iteration 97Q: 3 clusters Score -414937.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -414938.468750 Penalty: 2622.841309
	Iteration 98Q: 3 clusters Score -414938.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -414938.937500 Penalty: 2622.841309
	Iteration 99Q: 3 clusters Score -414938.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -414941.250000 Penalty: 2622.841309
	Iteration 100F: 3 clusters Score -414941.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -27918.966797 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -27918.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -27062.095703 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -27062.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -27318.052734 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -27318.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27406.953125 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -27406.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -27458.958984 Penalty: 1937.326660
	Iteration 3Q: 3 clusters Score -27458.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27465.330078 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -27465.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27466.902344 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -27466.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27466.902344 Penalty: 1937.326660
	Iteration 6F: 3 clusters Score -27466.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Entering Unmasked Estep 
Score: -2846628.500000 Penalty: 1622.962402
	Iteration 0F: 2 clusters Score -2846628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2831835.750000 Penalty: 3245.924805
	Iteration 0F: 3 clusters Score -2831836 nChanged 9900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2837255.250000 Penalty: 3245.924805
	Iteration 1F: 3 clusters Score -2837255 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2837612.500000 Penalty: 3245.924805
	Iteration 2Q: 3 clusters Score -2837612 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2838006.500000 Penalty: 3245.924805
	Iteration 3Q: 3 clusters Score -2838006 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2838469.000000 Penalty: 3245.924805
	Iteration 4Q: 3 clusters Score -2838469 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2839020.500000 Penalty: 3245.924805
	Iteration 5Q: 3 clusters Score -2839020 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2839837.750000 Penalty: 3245.924805
	Iteration 6F: 3 clusters Score -2839838 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2840894.250000 Penalty: 3245.924805
	Iteration 7F: 3 clusters Score -2840894 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2842026.250000 Penalty: 3245.924805
	Iteration 8F: 3 clusters Score -2842026 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2843141.250000 Penalty: 3245.924805
	Iteration 9F: 3 clusters Score -2843141 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2843951.250000 Penalty: 3245.924805
	Iteration 10Q: 3 clusters Score -2843951 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2844434.750000 Penalty: 3245.924805
	Iteration 11Q: 3 clusters Score -2844435 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2844696.000000 Penalty: 3245.924805
	Iteration 12Q: 3 clusters Score -2844696 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2844836.250000 Penalty: 3245.924805
	Iteration 13Q: 3 clusters Score -2844836 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2844945.500000 Penalty: 3245.924805
	Iteration 14Q: 3 clusters Score -2844946 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2845025.500000 Penalty: 3245.924805
	Iteration 15Q: 3 clusters Score -2845026 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2845096.750000 Penalty: 3245.924805
	Iteration 16Q: 3 clusters Score -2845097 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2845155.000000 Penalty: 3245.924805
	Iteration 17Q: 3 clusters Score -2845155 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2845214.000000 Penalty: 3245.924805
	Iteration 18Q: 3 clusters Score -2845214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2845251.250000 Penalty: 3245.924805
	Iteration 19Q: 3 clusters Score -2845251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2845263.500000 Penalty: 3245.924805
	Iteration 20F: 3 clusters Score -2845264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2845275.750000 Penalty: 3245.924805
	Iteration 21Q: 3 clusters Score -2845276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2845278.500000 Penalty: 3245.924805
	Iteration 22Q: 3 clusters Score -2845278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2845280.250000 Penalty: 3245.924805
	Iteration 23Q: 3 clusters Score -2845280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2845282.750000 Penalty: 3245.924805
	Iteration 24Q: 3 clusters Score -2845283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2845284.500000 Penalty: 3245.924805
	Iteration 25Q: 3 clusters Score -2845284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2845285.250000 Penalty: 3245.924805
	Iteration 26Q: 3 clusters Score -2845285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2845285.750000 Penalty: 3245.924805
	Iteration 27Q: 3 clusters Score -2845286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2845287.750000 Penalty: 3245.924805
	Iteration 28Q: 3 clusters Score -2845288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2845291.750000 Penalty: 3245.924805
	Iteration 29Q: 3 clusters Score -2845292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2845292.500000 Penalty: 3245.924805
	Iteration 30Q: 3 clusters Score -2845292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2845292.500000 Penalty: 3245.924805
	Iteration 31F: 3 clusters Score -2845292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (108786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108786 members 
Entering Unmasked Estep 
Score: -14044532.000000 Penalty: 1884.534790
	Iteration 0F: 2 clusters Score -1.404453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -13974763.000000 Penalty: 3769.069580
	Iteration 0F: 3 clusters Score -1.397476e+07 nChanged 51793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -14004958.000000 Penalty: 3769.069580
	Iteration 1F: 3 clusters Score -1.400496e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -14005519.000000 Penalty: 3769.069580
	Iteration 2Q: 3 clusters Score -1.400552e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 54818 members 
Entering Unmasked Estep 
Score: -14006210.000000 Penalty: 3769.069580
	Iteration 3Q: 3 clusters Score -1.400621e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -14006984.000000 Penalty: 3769.069580
	Iteration 4Q: 3 clusters Score -1.400698e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53374 members 
Mstep: Class 2 contains 55412 members 
Entering Unmasked Estep 
Score: -14008046.000000 Penalty: 3769.069580
	Iteration 5Q: 3 clusters Score -1.400805e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 55914 members 
Entering Unmasked Estep 
Score: -14009376.000000 Penalty: 3769.069580
	Iteration 6Q: 3 clusters Score -1.400938e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -14011147.000000 Penalty: 3769.069580
	Iteration 7Q: 3 clusters Score -1.401115e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 57149 members 
Entering Unmasked Estep 
Score: -14013988.000000 Penalty: 3769.069580
	Iteration 8Q: 3 clusters Score -1.401399e+07 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51057 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -14017887.000000 Penalty: 3769.069580
	Iteration 9F: 3 clusters Score -1.401789e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50876 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -14022431.000000 Penalty: 3769.069580
	Iteration 10F: 3 clusters Score -1.402243e+07 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 57777 members 
Entering Unmasked Estep 
Score: -14025585.000000 Penalty: 3769.069580
	Iteration 11F: 3 clusters Score -1.402558e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
Score: -14026531.000000 Penalty: 3769.069580
	Iteration 12Q: 3 clusters Score -1.402653e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 57177 members 
Entering Unmasked Estep 
Score: -14026775.000000 Penalty: 3769.069580
	Iteration 13Q: 3 clusters Score -1.402678e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -14026883.000000 Penalty: 3769.069580
	Iteration 14Q: 3 clusters Score -1.402688e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
Score: -14026870.000000 Penalty: 3769.069580
	Iteration 15Q: 3 clusters Score -1.402687e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 56132 members 
Entering Unmasked Estep 
Score: -14026946.000000 Penalty: 3769.069580
	Iteration 16Q: 3 clusters Score -1.402695e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -14026962.000000 Penalty: 3769.069580
	Iteration 17Q: 3 clusters Score -1.402696e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 55349 members 
Entering Unmasked Estep 
Score: -14027059.000000 Penalty: 3769.069580
	Iteration 18Q: 3 clusters Score -1.402706e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -14027120.000000 Penalty: 3769.069580
	Iteration 19Q: 3 clusters Score -1.402712e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -14027153.000000 Penalty: 3769.069580
	Iteration 20F: 3 clusters Score -1.402715e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54816 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -14027238.000000 Penalty: 3769.069580
	Iteration 21Q: 3 clusters Score -1.402724e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55359 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -14027251.000000 Penalty: 3769.069580
	Iteration 22Q: 3 clusters Score -1.402725e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
Score: -14027376.000000 Penalty: 3769.069580
	Iteration 23Q: 3 clusters Score -1.402738e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Mstep: Class 2 contains 52132 members 
Entering Unmasked Estep 
Score: -14027459.000000 Penalty: 3769.069580
	Iteration 24Q: 3 clusters Score -1.402746e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57357 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -14027571.000000 Penalty: 3769.069580
	Iteration 25Q: 3 clusters Score -1.402757e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -14027654.000000 Penalty: 3769.069580
	Iteration 26Q: 3 clusters Score -1.402765e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -14027695.000000 Penalty: 3769.069580
	Iteration 27Q: 3 clusters Score -1.40277e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59433 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -14027824.000000 Penalty: 3769.069580
	Iteration 28Q: 3 clusters Score -1.402782e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60195 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -14027926.000000 Penalty: 3769.069580
	Iteration 29Q: 3 clusters Score -1.402793e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61069 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -14028077.000000 Penalty: 3769.069580
	Iteration 30Q: 3 clusters Score -1.402808e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -14028209.000000 Penalty: 3769.069580
	Iteration 31Q: 3 clusters Score -1.402821e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62964 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -14028351.000000 Penalty: 3769.069580
	Iteration 32Q: 3 clusters Score -1.402835e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -14028512.000000 Penalty: 3769.069580
	Iteration 33Q: 3 clusters Score -1.402851e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -14028666.000000 Penalty: 3769.069580
	Iteration 34Q: 3 clusters Score -1.402867e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66166 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -14028825.000000 Penalty: 3769.069580
	Iteration 35Q: 3 clusters Score -1.402882e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67324 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -14028918.000000 Penalty: 3769.069580
	Iteration 36Q: 3 clusters Score -1.402892e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68443 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -14029088.000000 Penalty: 3769.069580
	Iteration 37Q: 3 clusters Score -1.402909e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -14029224.000000 Penalty: 3769.069580
	Iteration 38Q: 3 clusters Score -1.402922e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -14029403.000000 Penalty: 3769.069580
	Iteration 39Q: 3 clusters Score -1.40294e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -14029528.000000 Penalty: 3769.069580
	Iteration 40F: 3 clusters Score -1.402953e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72785 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -14029708.000000 Penalty: 3769.069580
	Iteration 41Q: 3 clusters Score -1.402971e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73914 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -14029908.000000 Penalty: 3769.069580
	Iteration 42Q: 3 clusters Score -1.402991e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74999 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -14030073.000000 Penalty: 3769.069580
	Iteration 43Q: 3 clusters Score -1.403007e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76049 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -14030254.000000 Penalty: 3769.069580
	Iteration 44Q: 3 clusters Score -1.403025e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77034 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -14030412.000000 Penalty: 3769.069580
	Iteration 45Q: 3 clusters Score -1.403041e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77991 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -14030636.000000 Penalty: 3769.069580
	Iteration 46Q: 3 clusters Score -1.403064e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78952 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -14030764.000000 Penalty: 3769.069580
	Iteration 47Q: 3 clusters Score -1.403076e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79916 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -14031062.000000 Penalty: 3769.069580
	Iteration 48Q: 3 clusters Score -1.403106e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80889 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -14031230.000000 Penalty: 3769.069580
	Iteration 49Q: 3 clusters Score -1.403123e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81915 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -14031523.000000 Penalty: 3769.069580
	Iteration 50Q: 3 clusters Score -1.403152e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82925 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -14031786.000000 Penalty: 3769.069580
	Iteration 51Q: 3 clusters Score -1.403179e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83957 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -14032025.000000 Penalty: 3769.069580
	Iteration 52Q: 3 clusters Score -1.403202e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85030 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -14032264.000000 Penalty: 3769.069580
	Iteration 53Q: 3 clusters Score -1.403226e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86106 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -14032589.000000 Penalty: 3769.069580
	Iteration 54Q: 3 clusters Score -1.403259e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87163 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -14032951.000000 Penalty: 3769.069580
	Iteration 55Q: 3 clusters Score -1.403295e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88239 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -14033233.000000 Penalty: 3769.069580
	Iteration 56Q: 3 clusters Score -1.403323e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89342 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -14033698.000000 Penalty: 3769.069580
	Iteration 57Q: 3 clusters Score -1.40337e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90503 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -14034072.000000 Penalty: 3769.069580
	Iteration 58Q: 3 clusters Score -1.403407e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91690 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -14034503.000000 Penalty: 3769.069580
	Iteration 59Q: 3 clusters Score -1.40345e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92882 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -14035193.000000 Penalty: 3769.069580
	Iteration 60F: 3 clusters Score -1.403519e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94197 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -14036157.000000 Penalty: 3769.069580
	Iteration 61Q: 3 clusters Score -1.403616e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95639 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -14037156.000000 Penalty: 3769.069580
	Iteration 62Q: 3 clusters Score -1.403716e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97271 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -14038274.000000 Penalty: 3769.069580
	Iteration 63Q: 3 clusters Score -1.403827e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98992 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -14039442.000000 Penalty: 3769.069580
	Iteration 64Q: 3 clusters Score -1.403944e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100786 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -14040492.000000 Penalty: 3769.069580
	Iteration 65Q: 3 clusters Score -1.404049e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102453 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -14041420.000000 Penalty: 3769.069580
	Iteration 66Q: 3 clusters Score -1.404142e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103963 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -14042180.000000 Penalty: 3769.069580
	Iteration 67Q: 3 clusters Score -1.404218e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105184 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -14042820.000000 Penalty: 3769.069580
	Iteration 68Q: 3 clusters Score -1.404282e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106108 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -14043078.000000 Penalty: 3769.069580
	Iteration 69Q: 3 clusters Score -1.404308e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106702 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -14043401.000000 Penalty: 3769.069580
	Iteration 70Q: 3 clusters Score -1.40434e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107043 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -14043531.000000 Penalty: 3769.069580
	Iteration 71Q: 3 clusters Score -1.404353e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107229 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -14043599.000000 Penalty: 3769.069580
	Iteration 72Q: 3 clusters Score -1.40436e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107344 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -14043634.000000 Penalty: 3769.069580
	Iteration 73Q: 3 clusters Score -1.404363e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107408 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -14043634.000000 Penalty: 3769.069580
	Iteration 74Q: 3 clusters Score -1.404363e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107469 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -14043616.000000 Penalty: 3769.069580
	Iteration 75Q: 3 clusters Score -1.404362e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107500 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -14043612.000000 Penalty: 3769.069580
	Iteration 76Q: 3 clusters Score -1.404361e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107531 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -14043623.000000 Penalty: 3769.069580
	Iteration 77Q: 3 clusters Score -1.404362e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107548 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -14043630.000000 Penalty: 3769.069580
	Iteration 78Q: 3 clusters Score -1.404363e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107554 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -14043644.000000 Penalty: 3769.069580
	Iteration 79Q: 3 clusters Score -1.404364e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107563 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -14043660.000000 Penalty: 3769.069580
	Iteration 80F: 3 clusters Score -1.404366e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107567 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -14043640.000000 Penalty: 3769.069580
	Iteration 81Q: 3 clusters Score -1.404364e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107571 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -14043632.000000 Penalty: 3769.069580
	Iteration 82Q: 3 clusters Score -1.404363e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107576 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -14043630.000000 Penalty: 3769.069580
	Iteration 83Q: 3 clusters Score -1.404363e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107582 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -14043632.000000 Penalty: 3769.069580
	Iteration 84Q: 3 clusters Score -1.404363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107587 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -14043648.000000 Penalty: 3769.069580
	Iteration 85Q: 3 clusters Score -1.404365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107595 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -14043643.000000 Penalty: 3769.069580
	Iteration 86Q: 3 clusters Score -1.404364e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107602 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -14043648.000000 Penalty: 3769.069580
	Iteration 87Q: 3 clusters Score -1.404365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107607 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -14043640.000000 Penalty: 3769.069580
	Iteration 88Q: 3 clusters Score -1.404364e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107610 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -14043636.000000 Penalty: 3769.069580
	Iteration 89Q: 3 clusters Score -1.404364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107616 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -14043643.000000 Penalty: 3769.069580
	Iteration 90Q: 3 clusters Score -1.404364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107615 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -14043636.000000 Penalty: 3769.069580
	Iteration 91Q: 3 clusters Score -1.404364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107618 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -14043644.000000 Penalty: 3769.069580
	Iteration 92Q: 3 clusters Score -1.404364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107620 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -14043636.000000 Penalty: 3769.069580
	Iteration 93Q: 3 clusters Score -1.404364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107620 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -14043635.000000 Penalty: 3769.069580
	Iteration 94Q: 3 clusters Score -1.404364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107623 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -14043629.000000 Penalty: 3769.069580
	Iteration 95Q: 3 clusters Score -1.404363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107629 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -14043640.000000 Penalty: 3769.069580
	Iteration 96Q: 3 clusters Score -1.404364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107634 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -14043648.000000 Penalty: 3769.069580
	Iteration 97Q: 3 clusters Score -1.404365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107636 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -14043637.000000 Penalty: 3769.069580
	Iteration 98Q: 3 clusters Score -1.404364e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107637 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -14043625.000000 Penalty: 3769.069580
	Iteration 99Q: 3 clusters Score -1.404362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107639 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -14043626.000000 Penalty: 3769.069580
	Iteration 100F: 3 clusters Score -1.404363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107644 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -14043628.000000 Penalty: 3769.069580
	Iteration 101Q: 3 clusters Score -1.404363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107647 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -14043621.000000 Penalty: 3769.069580
	Iteration 102Q: 3 clusters Score -1.404362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107649 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -14043624.000000 Penalty: 3769.069580
	Iteration 103Q: 3 clusters Score -1.404362e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107650 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -14043624.000000 Penalty: 3769.069580
	Iteration 104Q: 3 clusters Score -1.404362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107651 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -14043620.000000 Penalty: 3769.069580
	Iteration 105Q: 3 clusters Score -1.404362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107651 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -14043620.000000 Penalty: 3769.069580
	Iteration 106F: 3 clusters Score -1.404362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Entering Unmasked Estep 
Score: -1337346.750000 Penalty: 1507.233765
	Iteration 0F: 2 clusters Score -1337347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1329767.500000 Penalty: 3014.467529
	Iteration 0F: 3 clusters Score -1329768 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1332126.500000 Penalty: 3014.467529
	Iteration 1F: 3 clusters Score -1332126 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1332364.750000 Penalty: 3014.467529
	Iteration 2F: 3 clusters Score -1332365 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1332555.125000 Penalty: 3014.467529
	Iteration 3Q: 3 clusters Score -1332555 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1332688.500000 Penalty: 3014.467529
	Iteration 4Q: 3 clusters Score -1332688 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1332791.250000 Penalty: 3014.467529
	Iteration 5Q: 3 clusters Score -1332791 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1332887.875000 Penalty: 3014.467529
	Iteration 6Q: 3 clusters Score -1332888 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1333002.875000 Penalty: 3014.467529
	Iteration 7Q: 3 clusters Score -1333003 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1333118.500000 Penalty: 3014.467529
	Iteration 8Q: 3 clusters Score -1333118 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1333221.625000 Penalty: 3014.467529
	Iteration 9Q: 3 clusters Score -1333222 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1333304.000000 Penalty: 3014.467529
	Iteration 10Q: 3 clusters Score -1333304 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1333396.000000 Penalty: 3014.467529
	Iteration 11Q: 3 clusters Score -1333396 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1333482.000000 Penalty: 3014.467529
	Iteration 12Q: 3 clusters Score -1333482 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1333573.250000 Penalty: 3014.467529
	Iteration 13Q: 3 clusters Score -1333573 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1333695.375000 Penalty: 3014.467529
	Iteration 14Q: 3 clusters Score -1333695 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1333847.875000 Penalty: 3014.467529
	Iteration 15Q: 3 clusters Score -1333848 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1334031.250000 Penalty: 3014.467529
	Iteration 16Q: 3 clusters Score -1334031 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1334238.250000 Penalty: 3014.467529
	Iteration 17Q: 3 clusters Score -1334238 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1334470.000000 Penalty: 3014.467529
	Iteration 18Q: 3 clusters Score -1334470 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1334724.125000 Penalty: 3014.467529
	Iteration 19Q: 3 clusters Score -1334724 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1334978.000000 Penalty: 3014.467529
	Iteration 20F: 3 clusters Score -1334978 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1335274.625000 Penalty: 3014.467529
	Iteration 21Q: 3 clusters Score -1335275 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1335534.125000 Penalty: 3014.467529
	Iteration 22Q: 3 clusters Score -1335534 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1335730.375000 Penalty: 3014.467529
	Iteration 23Q: 3 clusters Score -1335730 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1335837.125000 Penalty: 3014.467529
	Iteration 24Q: 3 clusters Score -1335837 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1335877.625000 Penalty: 3014.467529
	Iteration 25Q: 3 clusters Score -1335878 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1335911.125000 Penalty: 3014.467529
	Iteration 26Q: 3 clusters Score -1335911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1335933.125000 Penalty: 3014.467529
	Iteration 27Q: 3 clusters Score -1335933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1335952.250000 Penalty: 3014.467529
	Iteration 28Q: 3 clusters Score -1335952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1335970.750000 Penalty: 3014.467529
	Iteration 29Q: 3 clusters Score -1335971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1335994.375000 Penalty: 3014.467529
	Iteration 30Q: 3 clusters Score -1335994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1336004.375000 Penalty: 3014.467529
	Iteration 31Q: 3 clusters Score -1336004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1336014.000000 Penalty: 3014.467529
	Iteration 32Q: 3 clusters Score -1336014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1336025.875000 Penalty: 3014.467529
	Iteration 33Q: 3 clusters Score -1336026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1336031.625000 Penalty: 3014.467529
	Iteration 34Q: 3 clusters Score -1336032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1336038.750000 Penalty: 3014.467529
	Iteration 35Q: 3 clusters Score -1336039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1336046.625000 Penalty: 3014.467529
	Iteration 36Q: 3 clusters Score -1336047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1336050.375000 Penalty: 3014.467529
	Iteration 37Q: 3 clusters Score -1336050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1336055.375000 Penalty: 3014.467529
	Iteration 38Q: 3 clusters Score -1336055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1336058.000000 Penalty: 3014.467529
	Iteration 39Q: 3 clusters Score -1336058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1336059.250000 Penalty: 3014.467529
	Iteration 40F: 3 clusters Score -1336059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1336063.375000 Penalty: 3014.467529
	Iteration 41Q: 3 clusters Score -1336063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1336066.250000 Penalty: 3014.467529
	Iteration 42Q: 3 clusters Score -1336066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1336068.875000 Penalty: 3014.467529
	Iteration 43Q: 3 clusters Score -1336069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1336073.625000 Penalty: 3014.467529
	Iteration 44Q: 3 clusters Score -1336074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1336078.125000 Penalty: 3014.467529
	Iteration 45Q: 3 clusters Score -1336078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1336082.625000 Penalty: 3014.467529
	Iteration 46Q: 3 clusters Score -1336083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1336087.125000 Penalty: 3014.467529
	Iteration 47Q: 3 clusters Score -1336087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1336087.250000 Penalty: 3014.467529
	Iteration 48Q: 3 clusters Score -1336087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1336088.375000 Penalty: 3014.467529
	Iteration 49Q: 3 clusters Score -1336088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1336088.375000 Penalty: 3014.467529
	Iteration 50Q: 3 clusters Score -1336088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1336090.500000 Penalty: 3014.467529
	Iteration 51Q: 3 clusters Score -1336090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1336089.375000 Penalty: 3014.467529
	Iteration 52Q: 3 clusters Score -1336089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1336089.750000 Penalty: 3014.467529
	Iteration 53Q: 3 clusters Score -1336090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1336091.250000 Penalty: 3014.467529
	Iteration 54Q: 3 clusters Score -1336091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1336092.000000 Penalty: 3014.467529
	Iteration 55Q: 3 clusters Score -1336092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1336092.000000 Penalty: 3014.467529
	Iteration 56F: 3 clusters Score -1336092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Entering Unmasked Estep 
Score: -5020246.000000 Penalty: 1712.588379
	Iteration 0F: 2 clusters Score -5020246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -4995012.500000 Penalty: 3425.176758
	Iteration 0F: 3 clusters Score -4995012 nChanged 17522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -5004902.000000 Penalty: 3425.176758
	Iteration 1F: 3 clusters Score -5004902 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -5005419.500000 Penalty: 3425.176758
	Iteration 2Q: 3 clusters Score -5005420 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -5006037.000000 Penalty: 3425.176758
	Iteration 3Q: 3 clusters Score -5006037 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -5006910.500000 Penalty: 3425.176758
	Iteration 4F: 3 clusters Score -5006910 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -5008437.000000 Penalty: 3425.176758
	Iteration 5F: 3 clusters Score -5008437 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -5010756.500000 Penalty: 3425.176758
	Iteration 6F: 3 clusters Score -5010756 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -5013730.000000 Penalty: 3425.176758
	Iteration 7F: 3 clusters Score -5013730 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -5016189.500000 Penalty: 3425.176758
	Iteration 8F: 3 clusters Score -5016190 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -5017707.000000 Penalty: 3425.176758
	Iteration 9Q: 3 clusters Score -5017707 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -5018339.500000 Penalty: 3425.176758
	Iteration 10Q: 3 clusters Score -5018340 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -5018570.500000 Penalty: 3425.176758
	Iteration 11Q: 3 clusters Score -5018570 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -5018650.500000 Penalty: 3425.176758
	Iteration 12Q: 3 clusters Score -5018650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -5018700.500000 Penalty: 3425.176758
	Iteration 13Q: 3 clusters Score -5018700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -5018719.500000 Penalty: 3425.176758
	Iteration 14Q: 3 clusters Score -5018720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -5018735.000000 Penalty: 3425.176758
	Iteration 15Q: 3 clusters Score -5018735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -5018742.500000 Penalty: 3425.176758
	Iteration 16Q: 3 clusters Score -5018742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -5018751.500000 Penalty: 3425.176758
	Iteration 17Q: 3 clusters Score -5018752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -5018755.000000 Penalty: 3425.176758
	Iteration 18Q: 3 clusters Score -5018755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -5018763.000000 Penalty: 3425.176758
	Iteration 19Q: 3 clusters Score -5018763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -5018768.000000 Penalty: 3425.176758
	Iteration 20F: 3 clusters Score -5018768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -5018774.000000 Penalty: 3425.176758
	Iteration 21Q: 3 clusters Score -5018774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -5018780.000000 Penalty: 3425.176758
	Iteration 22Q: 3 clusters Score -5018780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -5018785.000000 Penalty: 3425.176758
	Iteration 23Q: 3 clusters Score -5018785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -5018792.000000 Penalty: 3425.176758
	Iteration 24Q: 3 clusters Score -5018792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -5018791.500000 Penalty: 3425.176758
	Iteration 25Q: 3 clusters Score -5018792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -5018792.500000 Penalty: 3425.176758
	Iteration 26Q: 3 clusters Score -5018792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -5018791.500000 Penalty: 3425.176758
	Iteration 27Q: 3 clusters Score -5018792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -5018791.000000 Penalty: 3425.176758
	Iteration 28Q: 3 clusters Score -5018791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -5018791.000000 Penalty: 3425.176758
	Iteration 29F: 3 clusters Score -5018791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Entering Unmasked Estep 
Score: -6373527.000000 Penalty: 1752.003052
	Iteration 0F: 2 clusters Score -6373527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -6342667.000000 Penalty: 3504.006104
	Iteration 0F: 3 clusters Score -6342667 nChanged 22572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -6355348.000000 Penalty: 3504.006104
	Iteration 1F: 3 clusters Score -6355348 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -6355851.500000 Penalty: 3504.006104
	Iteration 2Q: 3 clusters Score -6355852 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -6356377.500000 Penalty: 3504.006104
	Iteration 3Q: 3 clusters Score -6356378 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -6357091.500000 Penalty: 3504.006104
	Iteration 4Q: 3 clusters Score -6357092 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -6358119.000000 Penalty: 3504.006104
	Iteration 5Q: 3 clusters Score -6358119 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -6359709.000000 Penalty: 3504.006104
	Iteration 6F: 3 clusters Score -6359709 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -6361815.500000 Penalty: 3504.006104
	Iteration 7F: 3 clusters Score -6361816 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -6364434.500000 Penalty: 3504.006104
	Iteration 8F: 3 clusters Score -6364434 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -6366901.000000 Penalty: 3504.006104
	Iteration 9F: 3 clusters Score -6366901 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -6368793.500000 Penalty: 3504.006104
	Iteration 10Q: 3 clusters Score -6368794 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -6370174.000000 Penalty: 3504.006104
	Iteration 11Q: 3 clusters Score -6370174 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -6370995.500000 Penalty: 3504.006104
	Iteration 12Q: 3 clusters Score -6370996 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -6371376.000000 Penalty: 3504.006104
	Iteration 13Q: 3 clusters Score -6371376 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -6371643.000000 Penalty: 3504.006104
	Iteration 14Q: 3 clusters Score -6371643 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6371781.500000 Penalty: 3504.006104
	Iteration 15Q: 3 clusters Score -6371782 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6371885.500000 Penalty: 3504.006104
	Iteration 16Q: 3 clusters Score -6371886 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6371958.000000 Penalty: 3504.006104
	Iteration 17Q: 3 clusters Score -6371958 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6371988.500000 Penalty: 3504.006104
	Iteration 18Q: 3 clusters Score -6371988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6372021.000000 Penalty: 3504.006104
	Iteration 19Q: 3 clusters Score -6372021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6372036.000000 Penalty: 3504.006104
	Iteration 20F: 3 clusters Score -6372036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6372050.500000 Penalty: 3504.006104
	Iteration 21Q: 3 clusters Score -6372050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6372057.500000 Penalty: 3504.006104
	Iteration 22Q: 3 clusters Score -6372058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6372063.500000 Penalty: 3504.006104
	Iteration 23Q: 3 clusters Score -6372064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6372072.500000 Penalty: 3504.006104
	Iteration 24Q: 3 clusters Score -6372072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6372071.500000 Penalty: 3504.006104
	Iteration 25Q: 3 clusters Score -6372072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6372071.000000 Penalty: 3504.006104
	Iteration 26Q: 3 clusters Score -6372071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6372080.500000 Penalty: 3504.006104
	Iteration 27Q: 3 clusters Score -6372080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6372081.000000 Penalty: 3504.006104
	Iteration 28Q: 3 clusters Score -6372081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6372082.500000 Penalty: 3504.006104
	Iteration 29Q: 3 clusters Score -6372082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -6372081.500000 Penalty: 3504.006104
	Iteration 30Q: 3 clusters Score -6372082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6372080.500000 Penalty: 3504.006104
	Iteration 31Q: 3 clusters Score -6372080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6372084.500000 Penalty: 3504.006104
	Iteration 32Q: 3 clusters Score -6372084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6372084.500000 Penalty: 3504.006104
	Iteration 33Q: 3 clusters Score -6372084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6372084.500000 Penalty: 3504.006104
	Iteration 34F: 3 clusters Score -6372084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -61420.722656 Penalty: 1033.149414
	Iteration 0F: 2 clusters Score -61420.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60404.976562 Penalty: 2066.298828
	Iteration 0F: 3 clusters Score -60404.98 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -60731.554688 Penalty: 2066.298828
	Iteration 1F: 3 clusters Score -60731.55 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60918.921875 Penalty: 2066.298828
	Iteration 2F: 3 clusters Score -60918.92 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61068.289062 Penalty: 2066.298828
	Iteration 3F: 3 clusters Score -61068.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -61253.761719 Penalty: 2066.298828
	Iteration 4F: 3 clusters Score -61253.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -61426.726562 Penalty: 2066.298828
	Iteration 5F: 3 clusters Score -61426.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61589.316406 Penalty: 2066.298828
	Iteration 6Q: 3 clusters Score -61589.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -61706.156250 Penalty: 2066.298828
	Iteration 7Q: 3 clusters Score -61706.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -61739.578125 Penalty: 2066.298828
	Iteration 8Q: 3 clusters Score -61739.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -61758.976562 Penalty: 2066.298828
	Iteration 9Q: 3 clusters Score -61758.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61783.890625 Penalty: 2066.298828
	Iteration 10Q: 3 clusters Score -61783.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -61793.304688 Penalty: 2066.298828
	Iteration 11Q: 3 clusters Score -61793.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61794.500000 Penalty: 2066.298828
	Iteration 12Q: 3 clusters Score -61794.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61794.500000 Penalty: 2066.298828
	Iteration 13F: 3 clusters Score -61794.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 3463 members 
Mstep: Class 6 contains 71904 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 3198 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21752 members 
Mstep: Class 11 contains 108786 members 
Mstep: Class 12 contains 10671 members 
Mstep: Class 13 contains 226 members 
Mstep: Class 14 contains 37760 members 
Mstep: Class 15 contains 48125 members 
Mstep: Class 16 contains 351 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 9310 members 
Mstep: Class 21 contains 12172 members 
Mstep: Class 23 contains 34509 members 
Entering Unmasked Estep 
Score: -54032956.000000 Penalty: 44202.781250
Splitting cluster 16 changes total score from -54033596.000000 to -54032956.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -9205.414062 Penalty: 888.559753
	Iteration 0F: 2 clusters Score -9205.414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8590.686523 Penalty: 1777.119507
	Iteration 0F: 3 clusters Score -8590.687 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8853.361328 Penalty: 1777.119507
	Iteration 1F: 3 clusters Score -8853.361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8898.771484 Penalty: 1777.119507
	Iteration 2Q: 3 clusters Score -8898.771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -8913.455078 Penalty: 1777.119507
	Iteration 3Q: 3 clusters Score -8913.455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8921.113281 Penalty: 1777.119507
	Iteration 4Q: 3 clusters Score -8921.113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8927.018555 Penalty: 1777.119507
	Iteration 5Q: 3 clusters Score -8927.019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8954.673828 Penalty: 1777.119507
	Iteration 6Q: 3 clusters Score -8954.674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8968.849609 Penalty: 1777.119507
	Iteration 7Q: 3 clusters Score -8968.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -8971.495117 Penalty: 1777.119507
	Iteration 8Q: 3 clusters Score -8971.495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8980.520508 Penalty: 1777.119507
	Iteration 9Q: 3 clusters Score -8980.521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8980.520508 Penalty: 1777.119507
	Iteration 10F: 3 clusters Score -8980.521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -99849.828125 Penalty: 1090.459961
	Iteration 0F: 2 clusters Score -99849.83 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 397 members 
Entering Unmasked Estep 
Score: -98524.164062 Penalty: 2180.919922
	Iteration 0F: 3 clusters Score -98524.16 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -98740.726562 Penalty: 2180.919922
	Iteration 1F: 3 clusters Score -98740.73 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -98814.632812 Penalty: 2180.919922
	Iteration 2F: 3 clusters Score -98814.63 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -98879.289062 Penalty: 2180.919922
	Iteration 3Q: 3 clusters Score -98879.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -98924.257812 Penalty: 2180.919922
	Iteration 4Q: 3 clusters Score -98924.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -98940.640625 Penalty: 2180.919922
	Iteration 5Q: 3 clusters Score -98940.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -98944.453125 Penalty: 2180.919922
	Iteration 6Q: 3 clusters Score -98944.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -98949.273438 Penalty: 2180.919922
	Iteration 7Q: 3 clusters Score -98949.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -98951.656250 Penalty: 2180.919922
	Iteration 8Q: 3 clusters Score -98951.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -98953.804688 Penalty: 2180.919922
	Iteration 9Q: 3 clusters Score -98953.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -98955.718750 Penalty: 2180.919922
	Iteration 10Q: 3 clusters Score -98955.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -98956.781250 Penalty: 2180.919922
	Iteration 11Q: 3 clusters Score -98956.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -98957.773438 Penalty: 2180.919922
	Iteration 12Q: 3 clusters Score -98957.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -98958.460938 Penalty: 2180.919922
	Iteration 13Q: 3 clusters Score -98958.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -98959.468750 Penalty: 2180.919922
	Iteration 14Q: 3 clusters Score -98959.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -98960.078125 Penalty: 2180.919922
	Iteration 15Q: 3 clusters Score -98960.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -98960.726562 Penalty: 2180.919922
	Iteration 16Q: 3 clusters Score -98960.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -98960.726562 Penalty: 2180.919922
	Iteration 17F: 3 clusters Score -98960.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Entering Unmasked Estep 
Score: -1219235.375000 Penalty: 1485.062256
	Iteration 0F: 2 clusters Score -1219235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1212518.250000 Penalty: 2970.124512
	Iteration 0F: 3 clusters Score -1212518 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1214652.500000 Penalty: 2970.124512
	Iteration 1F: 3 clusters Score -1214652 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1214896.250000 Penalty: 2970.124512
	Iteration 2F: 3 clusters Score -1214896 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1215121.125000 Penalty: 2970.124512
	Iteration 3F: 3 clusters Score -1215121 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1215359.250000 Penalty: 2970.124512
	Iteration 4F: 3 clusters Score -1215359 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1215639.125000 Penalty: 2970.124512
	Iteration 5Q: 3 clusters Score -1215639 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1216001.750000 Penalty: 2970.124512
	Iteration 6F: 3 clusters Score -1216002 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1216407.125000 Penalty: 2970.124512
	Iteration 7F: 3 clusters Score -1216407 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1216807.000000 Penalty: 2970.124512
	Iteration 8F: 3 clusters Score -1216807 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1217179.500000 Penalty: 2970.124512
	Iteration 9Q: 3 clusters Score -1217180 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1217472.625000 Penalty: 2970.124512
	Iteration 10Q: 3 clusters Score -1217473 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1217653.125000 Penalty: 2970.124512
	Iteration 11Q: 3 clusters Score -1217653 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1217764.125000 Penalty: 2970.124512
	Iteration 12Q: 3 clusters Score -1217764 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1217852.250000 Penalty: 2970.124512
	Iteration 13Q: 3 clusters Score -1217852 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1217915.250000 Penalty: 2970.124512
	Iteration 14Q: 3 clusters Score -1217915 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1217959.750000 Penalty: 2970.124512
	Iteration 15Q: 3 clusters Score -1217960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1217997.000000 Penalty: 2970.124512
	Iteration 16Q: 3 clusters Score -1217997 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1218028.750000 Penalty: 2970.124512
	Iteration 17Q: 3 clusters Score -1218029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1218047.375000 Penalty: 2970.124512
	Iteration 18Q: 3 clusters Score -1218047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1218066.125000 Penalty: 2970.124512
	Iteration 19Q: 3 clusters Score -1218066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1218078.375000 Penalty: 2970.124512
	Iteration 20F: 3 clusters Score -1218078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1218086.875000 Penalty: 2970.124512
	Iteration 21Q: 3 clusters Score -1218087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1218092.125000 Penalty: 2970.124512
	Iteration 22Q: 3 clusters Score -1218092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1218096.375000 Penalty: 2970.124512
	Iteration 23Q: 3 clusters Score -1218096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1218101.500000 Penalty: 2970.124512
	Iteration 24Q: 3 clusters Score -1218102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1218106.250000 Penalty: 2970.124512
	Iteration 25Q: 3 clusters Score -1218106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1218111.125000 Penalty: 2970.124512
	Iteration 26Q: 3 clusters Score -1218111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1218112.000000 Penalty: 2970.124512
	Iteration 27Q: 3 clusters Score -1218112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1218113.000000 Penalty: 2970.124512
	Iteration 28Q: 3 clusters Score -1218113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1218115.500000 Penalty: 2970.124512
	Iteration 29Q: 3 clusters Score -1218116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1218115.500000 Penalty: 2970.124512
	Iteration 30Q: 3 clusters Score -1218116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1218115.500000 Penalty: 2970.124512
	Iteration 31F: 3 clusters Score -1218116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Entering Unmasked Estep 
Score: -1583789.375000 Penalty: 1528.620239
	Iteration 0F: 2 clusters Score -1583789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1575364.750000 Penalty: 3057.240479
	Iteration 0F: 3 clusters Score -1575365 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1578099.000000 Penalty: 3057.240479
	Iteration 1F: 3 clusters Score -1578099 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1578344.250000 Penalty: 3057.240479
	Iteration 2Q: 3 clusters Score -1578344 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1578554.375000 Penalty: 3057.240479
	Iteration 3Q: 3 clusters Score -1578554 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1578761.125000 Penalty: 3057.240479
	Iteration 4Q: 3 clusters Score -1578761 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1579043.125000 Penalty: 3057.240479
	Iteration 5Q: 3 clusters Score -1579043 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1579420.875000 Penalty: 3057.240479
	Iteration 6F: 3 clusters Score -1579421 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1579970.000000 Penalty: 3057.240479
	Iteration 7F: 3 clusters Score -1579970 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1580670.750000 Penalty: 3057.240479
	Iteration 8F: 3 clusters Score -1580671 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1581395.625000 Penalty: 3057.240479
	Iteration 9F: 3 clusters Score -1581396 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1581931.750000 Penalty: 3057.240479
	Iteration 10Q: 3 clusters Score -1581932 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1582184.125000 Penalty: 3057.240479
	Iteration 11Q: 3 clusters Score -1582184 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1582288.250000 Penalty: 3057.240479
	Iteration 12Q: 3 clusters Score -1582288 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1582351.625000 Penalty: 3057.240479
	Iteration 13Q: 3 clusters Score -1582352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1582392.250000 Penalty: 3057.240479
	Iteration 14Q: 3 clusters Score -1582392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1582432.125000 Penalty: 3057.240479
	Iteration 15Q: 3 clusters Score -1582432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1582456.125000 Penalty: 3057.240479
	Iteration 16Q: 3 clusters Score -1582456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1582465.500000 Penalty: 3057.240479
	Iteration 17Q: 3 clusters Score -1582466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1582471.625000 Penalty: 3057.240479
	Iteration 18Q: 3 clusters Score -1582472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1582472.750000 Penalty: 3057.240479
	Iteration 19Q: 3 clusters Score -1582473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1582475.875000 Penalty: 3057.240479
	Iteration 20F: 3 clusters Score -1582476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1582477.875000 Penalty: 3057.240479
	Iteration 21Q: 3 clusters Score -1582478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1582482.125000 Penalty: 3057.240479
	Iteration 22Q: 3 clusters Score -1582482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1582482.125000 Penalty: 3057.240479
	Iteration 23F: 3 clusters Score -1582482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Entering Unmasked Estep 
Score: -4500323.500000 Penalty: 1697.958496
	Iteration 0F: 2 clusters Score -4500324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -4477150.500000 Penalty: 3395.916992
	Iteration 0F: 3 clusters Score -4477150 nChanged 15972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -4486315.500000 Penalty: 3395.916992
	Iteration 1F: 3 clusters Score -4486316 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -4486976.500000 Penalty: 3395.916992
	Iteration 2Q: 3 clusters Score -4486976 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -4487806.000000 Penalty: 3395.916992
	Iteration 3F: 3 clusters Score -4487806 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -4488919.000000 Penalty: 3395.916992
	Iteration 4F: 3 clusters Score -4488919 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -4490350.000000 Penalty: 3395.916992
	Iteration 5F: 3 clusters Score -4490350 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -4492135.500000 Penalty: 3395.916992
	Iteration 6F: 3 clusters Score -4492136 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -4494031.000000 Penalty: 3395.916992
	Iteration 7F: 3 clusters Score -4494031 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -4495594.500000 Penalty: 3395.916992
	Iteration 8F: 3 clusters Score -4495594 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -4496636.500000 Penalty: 3395.916992
	Iteration 9Q: 3 clusters Score -4496636 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -4497349.500000 Penalty: 3395.916992
	Iteration 10Q: 3 clusters Score -4497350 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -4497834.500000 Penalty: 3395.916992
	Iteration 11Q: 3 clusters Score -4497834 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -4498155.000000 Penalty: 3395.916992
	Iteration 12Q: 3 clusters Score -4498155 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -4498376.500000 Penalty: 3395.916992
	Iteration 13Q: 3 clusters Score -4498376 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -4498544.500000 Penalty: 3395.916992
	Iteration 14Q: 3 clusters Score -4498544 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -4498646.500000 Penalty: 3395.916992
	Iteration 15Q: 3 clusters Score -4498646 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -4498720.000000 Penalty: 3395.916992
	Iteration 16Q: 3 clusters Score -4498720 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -4498760.500000 Penalty: 3395.916992
	Iteration 17Q: 3 clusters Score -4498760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -4498785.000000 Penalty: 3395.916992
	Iteration 18Q: 3 clusters Score -4498785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -4498798.000000 Penalty: 3395.916992
	Iteration 19Q: 3 clusters Score -4498798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -4498824.500000 Penalty: 3395.916992
	Iteration 20F: 3 clusters Score -4498824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -4498831.500000 Penalty: 3395.916992
	Iteration 21Q: 3 clusters Score -4498832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -4498838.500000 Penalty: 3395.916992
	Iteration 22Q: 3 clusters Score -4498838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -4498856.000000 Penalty: 3395.916992
	Iteration 23Q: 3 clusters Score -4498856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -4498864.500000 Penalty: 3395.916992
	Iteration 24Q: 3 clusters Score -4498864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -4498867.500000 Penalty: 3395.916992
	Iteration 25Q: 3 clusters Score -4498868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -4498866.500000 Penalty: 3395.916992
	Iteration 26Q: 3 clusters Score -4498866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -4498869.500000 Penalty: 3395.916992
	Iteration 27Q: 3 clusters Score -4498870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -4498870.000000 Penalty: 3395.916992
	Iteration 28Q: 3 clusters Score -4498870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -4498869.500000 Penalty: 3395.916992
	Iteration 29Q: 3 clusters Score -4498870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -4498868.500000 Penalty: 3395.916992
	Iteration 30Q: 3 clusters Score -4498868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -4498870.500000 Penalty: 3395.916992
	Iteration 31Q: 3 clusters Score -4498870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -4498869.500000 Penalty: 3395.916992
	Iteration 32Q: 3 clusters Score -4498870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -4498869.500000 Penalty: 3395.916992
	Iteration 33F: 3 clusters Score -4498870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 3463 members 
Mstep: Class 6 contains 71904 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 3198 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21752 members 
Mstep: Class 11 contains 108786 members 
Mstep: Class 12 contains 10671 members 
Mstep: Class 14 contains 37760 members 
Mstep: Class 15 contains 48125 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 821 members 
Mstep: Class 19 contains 9310 members 
Mstep: Class 21 contains 12172 members 
Mstep: Class 23 contains 34509 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 239Q: 21 clusters Score -5.403364e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55817 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 3445 members 
Mstep: Class 6 contains 71865 members 
Mstep: Class 7 contains 960 members 
Mstep: Class 8 contains 3197 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21750 members 
Mstep: Class 11 contains 108770 members 
Mstep: Class 12 contains 10673 members 
Mstep: Class 14 contains 37872 members 
Mstep: Class 15 contains 48077 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 826 members 
Mstep: Class 19 contains 9310 members 
Mstep: Class 21 contains 12162 members 
Mstep: Class 23 contains 34499 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 240F: 21 clusters Score -5.403375e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 3434 members 
Mstep: Class 6 contains 71830 members 
Mstep: Class 7 contains 960 members 
Mstep: Class 8 contains 3199 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21745 members 
Mstep: Class 11 contains 108773 members 
Mstep: Class 12 contains 10679 members 
Mstep: Class 14 contains 37965 members 
Mstep: Class 15 contains 48017 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 831 members 
Mstep: Class 19 contains 9314 members 
Mstep: Class 21 contains 12152 members 
Mstep: Class 23 contains 34493 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 241Q: 21 clusters Score -5.403378e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55844 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 3415 members 
Mstep: Class 6 contains 71807 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3198 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21740 members 
Mstep: Class 11 contains 108742 members 
Mstep: Class 12 contains 10686 members 
Mstep: Class 14 contains 38033 members 
Mstep: Class 15 contains 48013 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 9321 members 
Mstep: Class 21 contains 12146 members 
Mstep: Class 23 contains 34485 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 242Q: 21 clusters Score -5.403386e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 3411 members 
Mstep: Class 6 contains 71791 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3194 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21739 members 
Mstep: Class 11 contains 108726 members 
Mstep: Class 12 contains 10682 members 
Mstep: Class 14 contains 38086 members 
Mstep: Class 15 contains 47980 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 9329 members 
Mstep: Class 21 contains 12141 members 
Mstep: Class 23 contains 34481 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 243Q: 21 clusters Score -5.403386e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 3399 members 
Mstep: Class 6 contains 71775 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3192 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21734 members 
Mstep: Class 11 contains 108744 members 
Mstep: Class 12 contains 10687 members 
Mstep: Class 14 contains 38165 members 
Mstep: Class 15 contains 47913 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 9332 members 
Mstep: Class 21 contains 12130 members 
Mstep: Class 23 contains 34480 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 244Q: 21 clusters Score -5.40339e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55883 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 3393 members 
Mstep: Class 6 contains 71743 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3186 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21730 members 
Mstep: Class 11 contains 108769 members 
Mstep: Class 12 contains 10687 members 
Mstep: Class 14 contains 38234 members 
Mstep: Class 15 contains 47855 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 843 members 
Mstep: Class 19 contains 9331 members 
Mstep: Class 21 contains 12124 members 
Mstep: Class 23 contains 34486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54033948.000000 Penalty: 42097.890625
Iteration 245Q: 21 clusters Score -5.403395e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55898 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 3382 members 
Mstep: Class 6 contains 71711 members 
Mstep: Class 7 contains 958 members 
Mstep: Class 8 contains 3182 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21726 members 
Mstep: Class 11 contains 108787 members 
Mstep: Class 12 contains 10691 members 
Mstep: Class 14 contains 38298 members 
Mstep: Class 15 contains 47819 members 
Mstep: Class 16 contains 577 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 847 members 
Mstep: Class 19 contains 9332 members 
Mstep: Class 21 contains 12110 members 
Mstep: Class 23 contains 34482 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 246Q: 21 clusters Score -5.403391e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 3376 members 
Mstep: Class 6 contains 71683 members 
Mstep: Class 7 contains 957 members 
Mstep: Class 8 contains 3175 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21725 members 
Mstep: Class 11 contains 108781 members 
Mstep: Class 12 contains 10695 members 
Mstep: Class 14 contains 38342 members 
Mstep: Class 15 contains 47818 members 
Mstep: Class 16 contains 578 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 849 members 
Mstep: Class 19 contains 9330 members 
Mstep: Class 21 contains 12104 members 
Mstep: Class 23 contains 34476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034012.000000 Penalty: 42097.890625
Iteration 247Q: 21 clusters Score -5.403401e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55914 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 71648 members 
Mstep: Class 7 contains 956 members 
Mstep: Class 8 contains 3170 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21718 members 
Mstep: Class 11 contains 108784 members 
Mstep: Class 12 contains 10698 members 
Mstep: Class 14 contains 38385 members 
Mstep: Class 15 contains 47830 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 851 members 
Mstep: Class 19 contains 9326 members 
Mstep: Class 21 contains 12093 members 
Mstep: Class 23 contains 34473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034032.000000 Penalty: 42097.890625
Iteration 248Q: 21 clusters Score -5.403403e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 677 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 71607 members 
Mstep: Class 7 contains 956 members 
Mstep: Class 8 contains 3161 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21705 members 
Mstep: Class 11 contains 108760 members 
Mstep: Class 12 contains 10706 members 
Mstep: Class 14 contains 38436 members 
Mstep: Class 15 contains 47843 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 852 members 
Mstep: Class 19 contains 9326 members 
Mstep: Class 21 contains 12084 members 
Mstep: Class 23 contains 34474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034092.000000 Penalty: 42097.890625
Iteration 249Q: 21 clusters Score -5.403409e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55959 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 3365 members 
Mstep: Class 6 contains 71572 members 
Mstep: Class 7 contains 956 members 
Mstep: Class 8 contains 3152 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21695 members 
Mstep: Class 11 contains 108756 members 
Mstep: Class 12 contains 10716 members 
Mstep: Class 14 contains 38468 members 
Mstep: Class 15 contains 47852 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 852 members 
Mstep: Class 19 contains 9327 members 
Mstep: Class 21 contains 12077 members 
Mstep: Class 23 contains 34473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034012.000000 Penalty: 42097.890625
Iteration 250Q: 21 clusters Score -5.403401e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 3366 members 
Mstep: Class 6 contains 71541 members 
Mstep: Class 7 contains 956 members 
Mstep: Class 8 contains 3149 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21690 members 
Mstep: Class 11 contains 108740 members 
Mstep: Class 12 contains 10728 members 
Mstep: Class 14 contains 38502 members 
Mstep: Class 15 contains 47848 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 852 members 
Mstep: Class 19 contains 9327 members 
Mstep: Class 21 contains 12064 members 
Mstep: Class 23 contains 34469 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 251Q: 21 clusters Score -5.403413e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 3360 members 
Mstep: Class 6 contains 71516 members 
Mstep: Class 7 contains 956 members 
Mstep: Class 8 contains 3140 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21685 members 
Mstep: Class 11 contains 108752 members 
Mstep: Class 12 contains 10734 members 
Mstep: Class 14 contains 38528 members 
Mstep: Class 15 contains 47844 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 853 members 
Mstep: Class 19 contains 9325 members 
Mstep: Class 21 contains 12053 members 
Mstep: Class 23 contains 34471 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 252Q: 21 clusters Score -5.403404e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 3350 members 
Mstep: Class 6 contains 71489 members 
Mstep: Class 7 contains 956 members 
Mstep: Class 8 contains 3129 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21682 members 
Mstep: Class 11 contains 108750 members 
Mstep: Class 12 contains 10740 members 
Mstep: Class 14 contains 38557 members 
Mstep: Class 15 contains 47835 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 9326 members 
Mstep: Class 21 contains 12049 members 
Mstep: Class 23 contains 34479 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 253Q: 21 clusters Score -5.403405e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 3342 members 
Mstep: Class 6 contains 71464 members 
Mstep: Class 7 contains 956 members 
Mstep: Class 8 contains 3123 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21674 members 
Mstep: Class 11 contains 108740 members 
Mstep: Class 12 contains 10745 members 
Mstep: Class 14 contains 38585 members 
Mstep: Class 15 contains 47844 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 858 members 
Mstep: Class 19 contains 9325 members 
Mstep: Class 21 contains 12047 members 
Mstep: Class 23 contains 34482 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 254Q: 21 clusters Score -5.40341e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 3333 members 
Mstep: Class 6 contains 71442 members 
Mstep: Class 7 contains 956 members 
Mstep: Class 8 contains 3117 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21668 members 
Mstep: Class 11 contains 108726 members 
Mstep: Class 12 contains 10752 members 
Mstep: Class 14 contains 38616 members 
Mstep: Class 15 contains 47853 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 9327 members 
Mstep: Class 21 contains 12041 members 
Mstep: Class 23 contains 34485 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 255Q: 21 clusters Score -5.403404e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 3319 members 
Mstep: Class 6 contains 71420 members 
Mstep: Class 7 contains 956 members 
Mstep: Class 8 contains 3111 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21663 members 
Mstep: Class 11 contains 108705 members 
Mstep: Class 12 contains 10757 members 
Mstep: Class 14 contains 38641 members 
Mstep: Class 15 contains 47878 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 870 members 
Mstep: Class 19 contains 9328 members 
Mstep: Class 21 contains 12038 members 
Mstep: Class 23 contains 34488 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 256Q: 21 clusters Score -5.403414e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56067 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 3298 members 
Mstep: Class 6 contains 71399 members 
Mstep: Class 7 contains 956 members 
Mstep: Class 8 contains 3105 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21656 members 
Mstep: Class 11 contains 108689 members 
Mstep: Class 12 contains 10762 members 
Mstep: Class 14 contains 38669 members 
Mstep: Class 15 contains 47886 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 872 members 
Mstep: Class 19 contains 9338 members 
Mstep: Class 21 contains 12037 members 
Mstep: Class 23 contains 34486 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 257Q: 21 clusters Score -5.403422e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 3279 members 
Mstep: Class 6 contains 71387 members 
Mstep: Class 7 contains 956 members 
Mstep: Class 8 contains 3091 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21648 members 
Mstep: Class 11 contains 108674 members 
Mstep: Class 12 contains 10767 members 
Mstep: Class 14 contains 38694 members 
Mstep: Class 15 contains 47892 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 877 members 
Mstep: Class 19 contains 9347 members 
Mstep: Class 21 contains 12034 members 
Mstep: Class 23 contains 34483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034248.000000 Penalty: 42097.890625
Iteration 258Q: 21 clusters Score -5.403425e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 3266 members 
Mstep: Class 6 contains 71361 members 
Mstep: Class 7 contains 956 members 
Mstep: Class 8 contains 3089 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21642 members 
Mstep: Class 11 contains 108674 members 
Mstep: Class 12 contains 10769 members 
Mstep: Class 14 contains 38716 members 
Mstep: Class 15 contains 47867 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 881 members 
Mstep: Class 19 contains 9356 members 
Mstep: Class 21 contains 12029 members 
Mstep: Class 23 contains 34491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034240.000000 Penalty: 42097.890625
Iteration 259Q: 21 clusters Score -5.403424e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 3254 members 
Mstep: Class 6 contains 71348 members 
Mstep: Class 7 contains 955 members 
Mstep: Class 8 contains 3083 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21631 members 
Mstep: Class 11 contains 108666 members 
Mstep: Class 12 contains 10771 members 
Mstep: Class 14 contains 38727 members 
Mstep: Class 15 contains 47868 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 886 members 
Mstep: Class 19 contains 9356 members 
Mstep: Class 21 contains 12025 members 
Mstep: Class 23 contains 34498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034256.000000 Penalty: 42097.890625
Iteration 260F: 21 clusters Score -5.403426e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56164 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 3245 members 
Mstep: Class 6 contains 71334 members 
Mstep: Class 7 contains 955 members 
Mstep: Class 8 contains 3081 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21624 members 
Mstep: Class 11 contains 108662 members 
Mstep: Class 12 contains 10775 members 
Mstep: Class 14 contains 38738 members 
Mstep: Class 15 contains 47878 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 887 members 
Mstep: Class 19 contains 9358 members 
Mstep: Class 21 contains 12020 members 
Mstep: Class 23 contains 34499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034224.000000 Penalty: 42097.890625
Iteration 261Q: 21 clusters Score -5.403422e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 3231 members 
Mstep: Class 6 contains 71315 members 
Mstep: Class 7 contains 955 members 
Mstep: Class 8 contains 3077 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21619 members 
Mstep: Class 11 contains 108656 members 
Mstep: Class 12 contains 10779 members 
Mstep: Class 14 contains 38755 members 
Mstep: Class 15 contains 47888 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 889 members 
Mstep: Class 19 contains 9359 members 
Mstep: Class 21 contains 12016 members 
Mstep: Class 23 contains 34504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034276.000000 Penalty: 42097.890625
Iteration 262Q: 21 clusters Score -5.403428e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 3218 members 
Mstep: Class 6 contains 71294 members 
Mstep: Class 7 contains 955 members 
Mstep: Class 8 contains 3071 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21617 members 
Mstep: Class 11 contains 108671 members 
Mstep: Class 12 contains 10780 members 
Mstep: Class 14 contains 38769 members 
Mstep: Class 15 contains 47896 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 891 members 
Mstep: Class 19 contains 9359 members 
Mstep: Class 21 contains 12009 members 
Mstep: Class 23 contains 34500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034408.000000 Penalty: 42097.890625
Iteration 263Q: 21 clusters Score -5.403441e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 3214 members 
Mstep: Class 6 contains 71280 members 
Mstep: Class 7 contains 955 members 
Mstep: Class 8 contains 3073 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21615 members 
Mstep: Class 11 contains 108675 members 
Mstep: Class 12 contains 10783 members 
Mstep: Class 14 contains 38781 members 
Mstep: Class 15 contains 47900 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 9361 members 
Mstep: Class 21 contains 12002 members 
Mstep: Class 23 contains 34499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034428.000000 Penalty: 42097.890625
Iteration 264Q: 21 clusters Score -5.403443e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56187 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 678 members 
Mstep: Class 5 contains 3203 members 
Mstep: Class 6 contains 71249 members 
Mstep: Class 7 contains 955 members 
Mstep: Class 8 contains 3075 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21611 members 
Mstep: Class 11 contains 108699 members 
Mstep: Class 12 contains 10786 members 
Mstep: Class 14 contains 38805 members 
Mstep: Class 15 contains 47897 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 9364 members 
Mstep: Class 21 contains 11998 members 
Mstep: Class 23 contains 34499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034440.000000 Penalty: 42097.890625
Iteration 265Q: 21 clusters Score -5.403444e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3190 members 
Mstep: Class 6 contains 71228 members 
Mstep: Class 7 contains 955 members 
Mstep: Class 8 contains 3077 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21602 members 
Mstep: Class 11 contains 108698 members 
Mstep: Class 12 contains 10791 members 
Mstep: Class 14 contains 38823 members 
Mstep: Class 15 contains 47903 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 892 members 
Mstep: Class 19 contains 9368 members 
Mstep: Class 21 contains 11998 members 
Mstep: Class 23 contains 34490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034500.000000 Penalty: 42097.890625
Iteration 266Q: 21 clusters Score -5.40345e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3173 members 
Mstep: Class 6 contains 71210 members 
Mstep: Class 7 contains 955 members 
Mstep: Class 8 contains 3079 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21597 members 
Mstep: Class 11 contains 108694 members 
Mstep: Class 12 contains 10800 members 
Mstep: Class 14 contains 38832 members 
Mstep: Class 15 contains 47915 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 893 members 
Mstep: Class 19 contains 9375 members 
Mstep: Class 21 contains 11990 members 
Mstep: Class 23 contains 34490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034564.000000 Penalty: 42097.890625
Iteration 267Q: 21 clusters Score -5.403456e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 71193 members 
Mstep: Class 7 contains 955 members 
Mstep: Class 8 contains 3081 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21595 members 
Mstep: Class 11 contains 108715 members 
Mstep: Class 12 contains 10804 members 
Mstep: Class 14 contains 38853 members 
Mstep: Class 15 contains 47916 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 9379 members 
Mstep: Class 21 contains 11985 members 
Mstep: Class 23 contains 34484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034552.000000 Penalty: 42097.890625
Iteration 268Q: 21 clusters Score -5.403455e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3139 members 
Mstep: Class 6 contains 71179 members 
Mstep: Class 7 contains 955 members 
Mstep: Class 8 contains 3081 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21591 members 
Mstep: Class 11 contains 108737 members 
Mstep: Class 12 contains 10809 members 
Mstep: Class 14 contains 38860 members 
Mstep: Class 15 contains 47933 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 9382 members 
Mstep: Class 21 contains 11976 members 
Mstep: Class 23 contains 34480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034604.000000 Penalty: 42097.890625
Iteration 269Q: 21 clusters Score -5.40346e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3128 members 
Mstep: Class 6 contains 71166 members 
Mstep: Class 7 contains 956 members 
Mstep: Class 8 contains 3081 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21591 members 
Mstep: Class 11 contains 108752 members 
Mstep: Class 12 contains 10815 members 
Mstep: Class 14 contains 38861 members 
Mstep: Class 15 contains 47944 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 895 members 
Mstep: Class 19 contains 9381 members 
Mstep: Class 21 contains 11968 members 
Mstep: Class 23 contains 34483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034600.000000 Penalty: 42097.890625
Iteration 270Q: 21 clusters Score -5.40346e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3125 members 
Mstep: Class 6 contains 71151 members 
Mstep: Class 7 contains 957 members 
Mstep: Class 8 contains 3079 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21590 members 
Mstep: Class 11 contains 108761 members 
Mstep: Class 12 contains 10816 members 
Mstep: Class 14 contains 38863 members 
Mstep: Class 15 contains 47944 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 896 members 
Mstep: Class 19 contains 9378 members 
Mstep: Class 21 contains 11964 members 
Mstep: Class 23 contains 34492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034504.000000 Penalty: 42097.890625
Iteration 271Q: 21 clusters Score -5.40345e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56209 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3108 members 
Mstep: Class 6 contains 71137 members 
Mstep: Class 7 contains 957 members 
Mstep: Class 8 contains 3078 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21587 members 
Mstep: Class 11 contains 108777 members 
Mstep: Class 12 contains 10820 members 
Mstep: Class 14 contains 38869 members 
Mstep: Class 15 contains 47945 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 897 members 
Mstep: Class 19 contains 9375 members 
Mstep: Class 21 contains 11958 members 
Mstep: Class 23 contains 34502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034572.000000 Penalty: 42097.890625
Iteration 272Q: 21 clusters Score -5.403457e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3088 members 
Mstep: Class 6 contains 71128 members 
Mstep: Class 7 contains 957 members 
Mstep: Class 8 contains 3073 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21585 members 
Mstep: Class 11 contains 108792 members 
Mstep: Class 12 contains 10822 members 
Mstep: Class 14 contains 38876 members 
Mstep: Class 15 contains 47942 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9375 members 
Mstep: Class 21 contains 11953 members 
Mstep: Class 23 contains 34516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034616.000000 Penalty: 42097.890625
Iteration 273Q: 21 clusters Score -5.403462e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3071 members 
Mstep: Class 6 contains 71115 members 
Mstep: Class 7 contains 957 members 
Mstep: Class 8 contains 3074 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108797 members 
Mstep: Class 12 contains 10828 members 
Mstep: Class 14 contains 38889 members 
Mstep: Class 15 contains 47943 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9377 members 
Mstep: Class 21 contains 11942 members 
Mstep: Class 23 contains 34527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034608.000000 Penalty: 42097.890625
Iteration 274Q: 21 clusters Score -5.403461e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3056 members 
Mstep: Class 6 contains 71102 members 
Mstep: Class 7 contains 957 members 
Mstep: Class 8 contains 3074 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21573 members 
Mstep: Class 11 contains 108822 members 
Mstep: Class 12 contains 10833 members 
Mstep: Class 14 contains 38910 members 
Mstep: Class 15 contains 47937 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9380 members 
Mstep: Class 21 contains 11927 members 
Mstep: Class 23 contains 34530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034556.000000 Penalty: 42097.890625
Iteration 275Q: 21 clusters Score -5.403456e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3049 members 
Mstep: Class 6 contains 71086 members 
Mstep: Class 7 contains 957 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21573 members 
Mstep: Class 11 contains 108834 members 
Mstep: Class 12 contains 10839 members 
Mstep: Class 14 contains 38932 members 
Mstep: Class 15 contains 47937 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9379 members 
Mstep: Class 21 contains 11916 members 
Mstep: Class 23 contains 34530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034616.000000 Penalty: 42097.890625
Iteration 276Q: 21 clusters Score -5.403462e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56211 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3038 members 
Mstep: Class 6 contains 71082 members 
Mstep: Class 7 contains 957 members 
Mstep: Class 8 contains 3067 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21575 members 
Mstep: Class 11 contains 108852 members 
Mstep: Class 12 contains 10845 members 
Mstep: Class 14 contains 38943 members 
Mstep: Class 15 contains 47936 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9380 members 
Mstep: Class 21 contains 11904 members 
Mstep: Class 23 contains 34531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034636.000000 Penalty: 42097.890625
Iteration 277Q: 21 clusters Score -5.403464e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3026 members 
Mstep: Class 6 contains 71081 members 
Mstep: Class 7 contains 957 members 
Mstep: Class 8 contains 3070 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21573 members 
Mstep: Class 11 contains 108864 members 
Mstep: Class 12 contains 10850 members 
Mstep: Class 14 contains 38948 members 
Mstep: Class 15 contains 47939 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9382 members 
Mstep: Class 21 contains 11894 members 
Mstep: Class 23 contains 34536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034564.000000 Penalty: 42097.890625
Iteration 278Q: 21 clusters Score -5.403456e+07 nChanged 126
Entering ConstructFrom: 
Score: -54034564.000000 Penalty: 42097.890625
Entering ConstructFrom: 
Trying to split cluster 1 (56203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56203 members 
Entering Unmasked Estep 
Score: -7299011.500000 Penalty: 1777.217896
	Iteration 0F: 2 clusters Score -7299012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -7261607.500000 Penalty: 3554.435791
	Iteration 0F: 3 clusters Score -7261608 nChanged 26521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -7276544.000000 Penalty: 3554.435791
	Iteration 1F: 3 clusters Score -7276544 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -7276981.000000 Penalty: 3554.435791
	Iteration 2Q: 3 clusters Score -7276981 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -7277488.500000 Penalty: 3554.435791
	Iteration 3Q: 3 clusters Score -7277488 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -7278129.000000 Penalty: 3554.435791
	Iteration 4Q: 3 clusters Score -7278129 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -7278931.000000 Penalty: 3554.435791
	Iteration 5Q: 3 clusters Score -7278931 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -7280042.500000 Penalty: 3554.435791
	Iteration 6Q: 3 clusters Score -7280042 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -7281552.500000 Penalty: 3554.435791
	Iteration 7F: 3 clusters Score -7281552 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -7283353.000000 Penalty: 3554.435791
	Iteration 8F: 3 clusters Score -7283353 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -7285657.000000 Penalty: 3554.435791
	Iteration 9F: 3 clusters Score -7285657 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -7288114.500000 Penalty: 3554.435791
	Iteration 10F: 3 clusters Score -7288114 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -7290310.000000 Penalty: 3554.435791
	Iteration 11F: 3 clusters Score -7290310 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -7292036.500000 Penalty: 3554.435791
	Iteration 12Q: 3 clusters Score -7292036 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -7293329.000000 Penalty: 3554.435791
	Iteration 13Q: 3 clusters Score -7293329 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -7294291.000000 Penalty: 3554.435791
	Iteration 14Q: 3 clusters Score -7294291 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -7295089.000000 Penalty: 3554.435791
	Iteration 15Q: 3 clusters Score -7295089 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53050 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -7295745.500000 Penalty: 3554.435791
	Iteration 16Q: 3 clusters Score -7295746 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -7296212.500000 Penalty: 3554.435791
	Iteration 17Q: 3 clusters Score -7296212 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -7296550.000000 Penalty: 3554.435791
	Iteration 18Q: 3 clusters Score -7296550 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7296790.500000 Penalty: 3554.435791
	Iteration 19Q: 3 clusters Score -7296790 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54871 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -7296956.000000 Penalty: 3554.435791
	Iteration 20F: 3 clusters Score -7296956 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7297110.500000 Penalty: 3554.435791
	Iteration 21Q: 3 clusters Score -7297110 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55227 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7297226.500000 Penalty: 3554.435791
	Iteration 22Q: 3 clusters Score -7297226 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7297285.000000 Penalty: 3554.435791
	Iteration 23Q: 3 clusters Score -7297285 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55435 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7297347.000000 Penalty: 3554.435791
	Iteration 24Q: 3 clusters Score -7297347 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55507 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7297385.500000 Penalty: 3554.435791
	Iteration 25Q: 3 clusters Score -7297386 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7297427.500000 Penalty: 3554.435791
	Iteration 26Q: 3 clusters Score -7297428 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55608 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7297445.500000 Penalty: 3554.435791
	Iteration 27Q: 3 clusters Score -7297446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55634 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7297463.500000 Penalty: 3554.435791
	Iteration 28Q: 3 clusters Score -7297464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7297466.000000 Penalty: 3554.435791
	Iteration 29Q: 3 clusters Score -7297466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7297478.000000 Penalty: 3554.435791
	Iteration 30Q: 3 clusters Score -7297478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7297481.500000 Penalty: 3554.435791
	Iteration 31Q: 3 clusters Score -7297482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55680 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7297486.500000 Penalty: 3554.435791
	Iteration 32Q: 3 clusters Score -7297486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55685 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7297487.500000 Penalty: 3554.435791
	Iteration 33Q: 3 clusters Score -7297488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7297498.500000 Penalty: 3554.435791
	Iteration 34Q: 3 clusters Score -7297498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7297498.000000 Penalty: 3554.435791
	Iteration 35Q: 3 clusters Score -7297498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7297500.500000 Penalty: 3554.435791
	Iteration 36Q: 3 clusters Score -7297500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7297503.000000 Penalty: 3554.435791
	Iteration 37Q: 3 clusters Score -7297503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7297516.500000 Penalty: 3554.435791
	Iteration 38Q: 3 clusters Score -7297516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7297512.500000 Penalty: 3554.435791
	Iteration 39Q: 3 clusters Score -7297512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7297519.500000 Penalty: 3554.435791
	Iteration 40F: 3 clusters Score -7297520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7297519.500000 Penalty: 3554.435791
	Iteration 41Q: 3 clusters Score -7297520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7297520.000000 Penalty: 3554.435791
	Iteration 42Q: 3 clusters Score -7297520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7297524.000000 Penalty: 3554.435791
	Iteration 43Q: 3 clusters Score -7297524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7297524.500000 Penalty: 3554.435791
	Iteration 44Q: 3 clusters Score -7297524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7297524.000000 Penalty: 3554.435791
	Iteration 45Q: 3 clusters Score -7297524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7297521.000000 Penalty: 3554.435791
	Iteration 46Q: 3 clusters Score -7297521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55742 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7297524.500000 Penalty: 3554.435791
	Iteration 47Q: 3 clusters Score -7297524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7297523.500000 Penalty: 3554.435791
	Iteration 48Q: 3 clusters Score -7297524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7297521.500000 Penalty: 3554.435791
	Iteration 49Q: 3 clusters Score -7297522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55748 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7297524.000000 Penalty: 3554.435791
	Iteration 50Q: 3 clusters Score -7297524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55748 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7297524.000000 Penalty: 3554.435791
	Iteration 51F: 3 clusters Score -7297524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -51409.683594 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -51409.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50464.910156 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -50464.91 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -50569.871094 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -50569.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -50589.523438 Penalty: 1876.729248
	Iteration 2Q: 3 clusters Score -50589.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -50597.667969 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -50597.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50607.453125 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -50607.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50612.347656 Penalty: 1876.729248
	Iteration 5Q: 3 clusters Score -50612.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -50614.636719 Penalty: 1876.729248
	Iteration 6Q: 3 clusters Score -50614.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50618.382812 Penalty: 1876.729248
	Iteration 7Q: 3 clusters Score -50618.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50618.382812 Penalty: 1876.729248
	Iteration 8F: 3 clusters Score -50618.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -67808.523438 Penalty: 1068.223022
	Iteration 0F: 2 clusters Score -67808.52 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 382 members 
Entering Unmasked Estep 
Score: -66629.421875 Penalty: 2136.446045
	Iteration 0F: 3 clusters Score -66629.42 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -66943.210938 Penalty: 2136.446045
	Iteration 1F: 3 clusters Score -66943.21 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -67107.007812 Penalty: 2136.446045
	Iteration 2F: 3 clusters Score -67107.01 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -67296.156250 Penalty: 2136.446045
	Iteration 3F: 3 clusters Score -67296.16 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -67436.500000 Penalty: 2136.446045
	Iteration 4F: 3 clusters Score -67436.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -67543.148438 Penalty: 2136.446045
	Iteration 5F: 3 clusters Score -67543.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -67619.250000 Penalty: 2136.446045
	Iteration 6Q: 3 clusters Score -67619.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -67678.820312 Penalty: 2136.446045
	Iteration 7Q: 3 clusters Score -67678.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67714.109375 Penalty: 2136.446045
	Iteration 8Q: 3 clusters Score -67714.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67724.015625 Penalty: 2136.446045
	Iteration 9Q: 3 clusters Score -67724.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67727.031250 Penalty: 2136.446045
	Iteration 10Q: 3 clusters Score -67727.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67732.773438 Penalty: 2136.446045
	Iteration 11Q: 3 clusters Score -67732.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67734.578125 Penalty: 2136.446045
	Iteration 12Q: 3 clusters Score -67734.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67740.882812 Penalty: 2136.446045
	Iteration 13Q: 3 clusters Score -67740.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67748.546875 Penalty: 2136.446045
	Iteration 14Q: 3 clusters Score -67748.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67757.890625 Penalty: 2136.446045
	Iteration 15Q: 3 clusters Score -67757.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -67764.023438 Penalty: 2136.446045
	Iteration 16Q: 3 clusters Score -67764.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67764.859375 Penalty: 2136.446045
	Iteration 17Q: 3 clusters Score -67764.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67771.640625 Penalty: 2136.446045
	Iteration 18F: 3 clusters Score -67771.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67781.562500 Penalty: 2136.446045
	Iteration 19Q: 3 clusters Score -67781.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67781.562500 Penalty: 2136.446045
	Iteration 20F: 3 clusters Score -67781.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -75313.210938 Penalty: 1059.600952
	Iteration 0F: 2 clusters Score -75313.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74140.625000 Penalty: 2119.201904
	Iteration 0F: 3 clusters Score -74140.62 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -74466.312500 Penalty: 2119.201904
	Iteration 1F: 3 clusters Score -74466.31 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -74708.195312 Penalty: 2119.201904
	Iteration 2F: 3 clusters Score -74708.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -74912.101562 Penalty: 2119.201904
	Iteration 3F: 3 clusters Score -74912.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -75062.593750 Penalty: 2119.201904
	Iteration 4F: 3 clusters Score -75062.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -75149.664062 Penalty: 2119.201904
	Iteration 5Q: 3 clusters Score -75149.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -75208.351562 Penalty: 2119.201904
	Iteration 6Q: 3 clusters Score -75208.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -75254.679688 Penalty: 2119.201904
	Iteration 7Q: 3 clusters Score -75254.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -75290.929688 Penalty: 2119.201904
	Iteration 8Q: 3 clusters Score -75290.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75316.070312 Penalty: 2119.201904
	Iteration 9Q: 3 clusters Score -75316.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -75341.062500 Penalty: 2119.201904
	Iteration 10Q: 3 clusters Score -75341.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -75371.875000 Penalty: 2119.201904
	Iteration 11Q: 3 clusters Score -75371.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75380.742188 Penalty: 2119.201904
	Iteration 12Q: 3 clusters Score -75380.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -75384.070312 Penalty: 2119.201904
	Iteration 13Q: 3 clusters Score -75384.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -75390.000000 Penalty: 2119.201904
	Iteration 14Q: 3 clusters Score -75390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -75396.757812 Penalty: 2119.201904
	Iteration 15Q: 3 clusters Score -75396.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -75405.726562 Penalty: 2119.201904
	Iteration 16Q: 3 clusters Score -75405.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75421.421875 Penalty: 2119.201904
	Iteration 17Q: 3 clusters Score -75421.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75425.109375 Penalty: 2119.201904
	Iteration 18Q: 3 clusters Score -75425.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75428.648438 Penalty: 2119.201904
	Iteration 19Q: 3 clusters Score -75428.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -75430.429688 Penalty: 2119.201904
	Iteration 20F: 3 clusters Score -75430.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 362 members 
Mstep: Class 5 contains 3018 members 
Mstep: Class 6 contains 71069 members 
Mstep: Class 7 contains 957 members 
Mstep: Class 8 contains 3072 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21571 members 
Mstep: Class 11 contains 108868 members 
Mstep: Class 12 contains 10851 members 
Mstep: Class 13 contains 317 members 
Mstep: Class 14 contains 38955 members 
Mstep: Class 15 contains 47941 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9384 members 
Mstep: Class 21 contains 11889 members 
Mstep: Class 23 contains 34543 members 
Entering Unmasked Estep 
Score: -54033664.000000 Penalty: 44202.781250
Splitting cluster 4 changes total score from -54034564.000000 to -54033664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Entering Unmasked Estep 
Score: -391985.250000 Penalty: 1302.006836
	Iteration 0F: 2 clusters Score -391985.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -389196.906250 Penalty: 2604.013672
	Iteration 0F: 3 clusters Score -389196.9 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -389820.343750 Penalty: 2604.013672
	Iteration 1F: 3 clusters Score -389820.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -389971.968750 Penalty: 2604.013672
	Iteration 2F: 3 clusters Score -389972 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -390060.406250 Penalty: 2604.013672
	Iteration 3F: 3 clusters Score -390060.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -390114.781250 Penalty: 2604.013672
	Iteration 4Q: 3 clusters Score -390114.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -390159.812500 Penalty: 2604.013672
	Iteration 5Q: 3 clusters Score -390159.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -390195.375000 Penalty: 2604.013672
	Iteration 6Q: 3 clusters Score -390195.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -390220.843750 Penalty: 2604.013672
	Iteration 7Q: 3 clusters Score -390220.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -390241.531250 Penalty: 2604.013672
	Iteration 8Q: 3 clusters Score -390241.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -390265.687500 Penalty: 2604.013672
	Iteration 9Q: 3 clusters Score -390265.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -390282.718750 Penalty: 2604.013672
	Iteration 10Q: 3 clusters Score -390282.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -390297.687500 Penalty: 2604.013672
	Iteration 11Q: 3 clusters Score -390297.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -390311.875000 Penalty: 2604.013672
	Iteration 12Q: 3 clusters Score -390311.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -390322.812500 Penalty: 2604.013672
	Iteration 13Q: 3 clusters Score -390322.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -390335.187500 Penalty: 2604.013672
	Iteration 14Q: 3 clusters Score -390335.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -390349.531250 Penalty: 2604.013672
	Iteration 15Q: 3 clusters Score -390349.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -390368.687500 Penalty: 2604.013672
	Iteration 16Q: 3 clusters Score -390368.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -390388.437500 Penalty: 2604.013672
	Iteration 17Q: 3 clusters Score -390388.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -390407.125000 Penalty: 2604.013672
	Iteration 18Q: 3 clusters Score -390407.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -390427.968750 Penalty: 2604.013672
	Iteration 19Q: 3 clusters Score -390428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -390447.531250 Penalty: 2604.013672
	Iteration 20F: 3 clusters Score -390447.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -390469.031250 Penalty: 2604.013672
	Iteration 21Q: 3 clusters Score -390469 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -390489.343750 Penalty: 2604.013672
	Iteration 22Q: 3 clusters Score -390489.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -390513.562500 Penalty: 2604.013672
	Iteration 23Q: 3 clusters Score -390513.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -390539.968750 Penalty: 2604.013672
	Iteration 24Q: 3 clusters Score -390540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -390568.718750 Penalty: 2604.013672
	Iteration 25Q: 3 clusters Score -390568.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -390594.437500 Penalty: 2604.013672
	Iteration 26Q: 3 clusters Score -390594.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -390620.687500 Penalty: 2604.013672
	Iteration 27Q: 3 clusters Score -390620.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -390645.468750 Penalty: 2604.013672
	Iteration 28Q: 3 clusters Score -390645.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -390669.843750 Penalty: 2604.013672
	Iteration 29Q: 3 clusters Score -390669.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -390691.687500 Penalty: 2604.013672
	Iteration 30Q: 3 clusters Score -390691.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -390707.406250 Penalty: 2604.013672
	Iteration 31Q: 3 clusters Score -390707.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -390720.437500 Penalty: 2604.013672
	Iteration 32Q: 3 clusters Score -390720.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -390731.187500 Penalty: 2604.013672
	Iteration 33Q: 3 clusters Score -390731.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -390738.906250 Penalty: 2604.013672
	Iteration 34Q: 3 clusters Score -390738.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -390748.093750 Penalty: 2604.013672
	Iteration 35Q: 3 clusters Score -390748.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -390754.750000 Penalty: 2604.013672
	Iteration 36Q: 3 clusters Score -390754.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -390760.406250 Penalty: 2604.013672
	Iteration 37Q: 3 clusters Score -390760.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -390766.093750 Penalty: 2604.013672
	Iteration 38Q: 3 clusters Score -390766.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -390771.812500 Penalty: 2604.013672
	Iteration 39Q: 3 clusters Score -390771.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -390776.062500 Penalty: 2604.013672
	Iteration 40F: 3 clusters Score -390776.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -390784.843750 Penalty: 2604.013672
	Iteration 41Q: 3 clusters Score -390784.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -390793.656250 Penalty: 2604.013672
	Iteration 42Q: 3 clusters Score -390793.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -390802.687500 Penalty: 2604.013672
	Iteration 43Q: 3 clusters Score -390802.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -390811.968750 Penalty: 2604.013672
	Iteration 44Q: 3 clusters Score -390812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -390818.531250 Penalty: 2604.013672
	Iteration 45Q: 3 clusters Score -390818.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -390823.625000 Penalty: 2604.013672
	Iteration 46Q: 3 clusters Score -390823.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -390830.562500 Penalty: 2604.013672
	Iteration 47Q: 3 clusters Score -390830.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -390837.937500 Penalty: 2604.013672
	Iteration 48Q: 3 clusters Score -390837.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -390844.125000 Penalty: 2604.013672
	Iteration 49Q: 3 clusters Score -390844.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -390847.937500 Penalty: 2604.013672
	Iteration 50Q: 3 clusters Score -390847.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -390851.406250 Penalty: 2604.013672
	Iteration 51Q: 3 clusters Score -390851.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -390852.531250 Penalty: 2604.013672
	Iteration 52Q: 3 clusters Score -390852.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -390852.468750 Penalty: 2604.013672
	Iteration 53Q: 3 clusters Score -390852.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -390854.625000 Penalty: 2604.013672
	Iteration 54Q: 3 clusters Score -390854.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -390858.625000 Penalty: 2604.013672
	Iteration 55Q: 3 clusters Score -390858.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -390862.781250 Penalty: 2604.013672
	Iteration 56Q: 3 clusters Score -390862.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -390863.031250 Penalty: 2604.013672
	Iteration 57Q: 3 clusters Score -390863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -390864.031250 Penalty: 2604.013672
	Iteration 58Q: 3 clusters Score -390864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -390865.093750 Penalty: 2604.013672
	Iteration 59Q: 3 clusters Score -390865.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -390865.093750 Penalty: 2604.013672
	Iteration 60F: 3 clusters Score -390865.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71069 members 
Entering Unmasked Estep 
Score: -9306608.000000 Penalty: 1815.353638
	Iteration 0F: 2 clusters Score -9306608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -9262780.000000 Penalty: 3630.707275
	Iteration 0F: 3 clusters Score -9262780 nChanged 33657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -9282027.000000 Penalty: 3630.707275
	Iteration 1F: 3 clusters Score -9282027 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -9282727.000000 Penalty: 3630.707275
	Iteration 2Q: 3 clusters Score -9282727 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -9283590.000000 Penalty: 3630.707275
	Iteration 3Q: 3 clusters Score -9283590 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -9284645.000000 Penalty: 3630.707275
	Iteration 4Q: 3 clusters Score -9284645 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -9286140.000000 Penalty: 3630.707275
	Iteration 5Q: 3 clusters Score -9286140 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -9287999.000000 Penalty: 3630.707275
	Iteration 6F: 3 clusters Score -9287999 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -9290201.000000 Penalty: 3630.707275
	Iteration 7F: 3 clusters Score -9290201 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -9292492.000000 Penalty: 3630.707275
	Iteration 8F: 3 clusters Score -9292492 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -9294876.000000 Penalty: 3630.707275
	Iteration 9F: 3 clusters Score -9294876 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 52913 members 
Entering Unmasked Estep 
Score: -9296805.000000 Penalty: 3630.707275
	Iteration 10Q: 3 clusters Score -9296805 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -9298170.000000 Penalty: 3630.707275
	Iteration 11Q: 3 clusters Score -9298170 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -9299191.000000 Penalty: 3630.707275
	Iteration 12Q: 3 clusters Score -9299191 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 59434 members 
Entering Unmasked Estep 
Score: -9299997.000000 Penalty: 3630.707275
	Iteration 13Q: 3 clusters Score -9299997 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 61459 members 
Entering Unmasked Estep 
Score: -9300787.000000 Penalty: 3630.707275
	Iteration 14Q: 3 clusters Score -9300787 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 63387 members 
Entering Unmasked Estep 
Score: -9301503.000000 Penalty: 3630.707275
	Iteration 15Q: 3 clusters Score -9301503 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 65133 members 
Entering Unmasked Estep 
Score: -9302090.000000 Penalty: 3630.707275
	Iteration 16Q: 3 clusters Score -9302090 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 66571 members 
Entering Unmasked Estep 
Score: -9302670.000000 Penalty: 3630.707275
	Iteration 17Q: 3 clusters Score -9302670 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 67750 members 
Entering Unmasked Estep 
Score: -9303257.000000 Penalty: 3630.707275
	Iteration 18Q: 3 clusters Score -9303257 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 68610 members 
Entering Unmasked Estep 
Score: -9303707.000000 Penalty: 3630.707275
	Iteration 19Q: 3 clusters Score -9303707 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 69239 members 
Entering Unmasked Estep 
Score: -9304008.000000 Penalty: 3630.707275
	Iteration 20F: 3 clusters Score -9304008 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 69661 members 
Entering Unmasked Estep 
Score: -9304240.000000 Penalty: 3630.707275
	Iteration 21Q: 3 clusters Score -9304240 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 69953 members 
Entering Unmasked Estep 
Score: -9304442.000000 Penalty: 3630.707275
	Iteration 22Q: 3 clusters Score -9304442 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 70136 members 
Entering Unmasked Estep 
Score: -9304565.000000 Penalty: 3630.707275
	Iteration 23Q: 3 clusters Score -9304565 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 70265 members 
Entering Unmasked Estep 
Score: -9304647.000000 Penalty: 3630.707275
	Iteration 24Q: 3 clusters Score -9304647 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 70370 members 
Entering Unmasked Estep 
Score: -9304751.000000 Penalty: 3630.707275
	Iteration 25Q: 3 clusters Score -9304751 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 70441 members 
Entering Unmasked Estep 
Score: -9304815.000000 Penalty: 3630.707275
	Iteration 26Q: 3 clusters Score -9304815 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 70484 members 
Entering Unmasked Estep 
Score: -9304853.000000 Penalty: 3630.707275
	Iteration 27Q: 3 clusters Score -9304853 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 70509 members 
Entering Unmasked Estep 
Score: -9304869.000000 Penalty: 3630.707275
	Iteration 28Q: 3 clusters Score -9304869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 70529 members 
Entering Unmasked Estep 
Score: -9304894.000000 Penalty: 3630.707275
	Iteration 29Q: 3 clusters Score -9304894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 70544 members 
Entering Unmasked Estep 
Score: -9304896.000000 Penalty: 3630.707275
	Iteration 30Q: 3 clusters Score -9304896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 70557 members 
Entering Unmasked Estep 
Score: -9304909.000000 Penalty: 3630.707275
	Iteration 31Q: 3 clusters Score -9304909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 70566 members 
Entering Unmasked Estep 
Score: -9304922.000000 Penalty: 3630.707275
	Iteration 32Q: 3 clusters Score -9304922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 70571 members 
Entering Unmasked Estep 
Score: -9304929.000000 Penalty: 3630.707275
	Iteration 33Q: 3 clusters Score -9304929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 70574 members 
Entering Unmasked Estep 
Score: -9304929.000000 Penalty: 3630.707275
	Iteration 34Q: 3 clusters Score -9304929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 70577 members 
Entering Unmasked Estep 
Score: -9304939.000000 Penalty: 3630.707275
	Iteration 35Q: 3 clusters Score -9304939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 70582 members 
Entering Unmasked Estep 
Score: -9304941.000000 Penalty: 3630.707275
	Iteration 36Q: 3 clusters Score -9304941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 70584 members 
Entering Unmasked Estep 
Score: -9304940.000000 Penalty: 3630.707275
	Iteration 37Q: 3 clusters Score -9304940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 70584 members 
Entering Unmasked Estep 
Score: -9304940.000000 Penalty: 3630.707275
	Iteration 38F: 3 clusters Score -9304940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -119639.796875 Penalty: 1115.368042
	Iteration 0F: 2 clusters Score -119639.8 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 496 members 
Entering Unmasked Estep 
Score: -118197.148438 Penalty: 2230.736084
	Iteration 0F: 3 clusters Score -118197.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -118429.484375 Penalty: 2230.736084
	Iteration 1F: 3 clusters Score -118429.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -118530.609375 Penalty: 2230.736084
	Iteration 2F: 3 clusters Score -118530.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -118594.617188 Penalty: 2230.736084
	Iteration 3F: 3 clusters Score -118594.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -118643.515625 Penalty: 2230.736084
	Iteration 4Q: 3 clusters Score -118643.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -118681.156250 Penalty: 2230.736084
	Iteration 5Q: 3 clusters Score -118681.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -118704.898438 Penalty: 2230.736084
	Iteration 6Q: 3 clusters Score -118704.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -118731.250000 Penalty: 2230.736084
	Iteration 7Q: 3 clusters Score -118731.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -118747.796875 Penalty: 2230.736084
	Iteration 8Q: 3 clusters Score -118747.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -118760.226562 Penalty: 2230.736084
	Iteration 9Q: 3 clusters Score -118760.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -118779.039062 Penalty: 2230.736084
	Iteration 10Q: 3 clusters Score -118779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -118788.414062 Penalty: 2230.736084
	Iteration 11Q: 3 clusters Score -118788.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -118797.296875 Penalty: 2230.736084
	Iteration 12Q: 3 clusters Score -118797.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -118804.421875 Penalty: 2230.736084
	Iteration 13Q: 3 clusters Score -118804.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -118822.015625 Penalty: 2230.736084
	Iteration 14Q: 3 clusters Score -118822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -118834.921875 Penalty: 2230.736084
	Iteration 15Q: 3 clusters Score -118834.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -118840.023438 Penalty: 2230.736084
	Iteration 16Q: 3 clusters Score -118840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -118845.781250 Penalty: 2230.736084
	Iteration 17Q: 3 clusters Score -118845.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -118862.132812 Penalty: 2230.736084
	Iteration 18Q: 3 clusters Score -118862.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -118868.945312 Penalty: 2230.736084
	Iteration 19Q: 3 clusters Score -118868.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -118870.648438 Penalty: 2230.736084
	Iteration 20F: 3 clusters Score -118870.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Entering Unmasked Estep 
Score: -399936.125000 Penalty: 1304.888550
	Iteration 0F: 2 clusters Score -399936.1 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 1501 members 
Entering Unmasked Estep 
Score: -397132.406250 Penalty: 2609.777100
	Iteration 0F: 3 clusters Score -397132.4 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -397845.406250 Penalty: 2609.777100
	Iteration 1F: 3 clusters Score -397845.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -397979.718750 Penalty: 2609.777100
	Iteration 2F: 3 clusters Score -397979.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -398053.750000 Penalty: 2609.777100
	Iteration 3Q: 3 clusters Score -398053.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -398097.875000 Penalty: 2609.777100
	Iteration 4Q: 3 clusters Score -398097.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -398130.656250 Penalty: 2609.777100
	Iteration 5Q: 3 clusters Score -398130.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -398161.312500 Penalty: 2609.777100
	Iteration 6Q: 3 clusters Score -398161.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -398192.593750 Penalty: 2609.777100
	Iteration 7Q: 3 clusters Score -398192.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -398217.812500 Penalty: 2609.777100
	Iteration 8Q: 3 clusters Score -398217.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -398237.218750 Penalty: 2609.777100
	Iteration 9Q: 3 clusters Score -398237.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -398250.750000 Penalty: 2609.777100
	Iteration 10Q: 3 clusters Score -398250.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -398270.468750 Penalty: 2609.777100
	Iteration 11Q: 3 clusters Score -398270.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -398292.843750 Penalty: 2609.777100
	Iteration 12Q: 3 clusters Score -398292.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -398317.250000 Penalty: 2609.777100
	Iteration 13Q: 3 clusters Score -398317.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -398340.375000 Penalty: 2609.777100
	Iteration 14Q: 3 clusters Score -398340.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -398359.375000 Penalty: 2609.777100
	Iteration 15Q: 3 clusters Score -398359.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -398376.437500 Penalty: 2609.777100
	Iteration 16Q: 3 clusters Score -398376.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -398399.031250 Penalty: 2609.777100
	Iteration 17Q: 3 clusters Score -398399 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -398424.937500 Penalty: 2609.777100
	Iteration 18Q: 3 clusters Score -398424.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -398451.031250 Penalty: 2609.777100
	Iteration 19Q: 3 clusters Score -398451 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -398487.281250 Penalty: 2609.777100
	Iteration 20F: 3 clusters Score -398487.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -398516.562500 Penalty: 2609.777100
	Iteration 21Q: 3 clusters Score -398516.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -398548.687500 Penalty: 2609.777100
	Iteration 22Q: 3 clusters Score -398548.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -398572.968750 Penalty: 2609.777100
	Iteration 23Q: 3 clusters Score -398573 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -398593.031250 Penalty: 2609.777100
	Iteration 24Q: 3 clusters Score -398593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -398610.281250 Penalty: 2609.777100
	Iteration 25Q: 3 clusters Score -398610.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -398629.000000 Penalty: 2609.777100
	Iteration 26Q: 3 clusters Score -398629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -398650.062500 Penalty: 2609.777100
	Iteration 27Q: 3 clusters Score -398650.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -398675.562500 Penalty: 2609.777100
	Iteration 28Q: 3 clusters Score -398675.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -398685.968750 Penalty: 2609.777100
	Iteration 29Q: 3 clusters Score -398686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -398692.250000 Penalty: 2609.777100
	Iteration 30Q: 3 clusters Score -398692.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -398699.062500 Penalty: 2609.777100
	Iteration 31Q: 3 clusters Score -398699.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -398705.875000 Penalty: 2609.777100
	Iteration 32Q: 3 clusters Score -398705.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -398708.562500 Penalty: 2609.777100
	Iteration 33Q: 3 clusters Score -398708.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -398709.375000 Penalty: 2609.777100
	Iteration 34Q: 3 clusters Score -398709.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -398709.375000 Penalty: 2609.777100
	Iteration 35F: 3 clusters Score -398709.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -27918.966797 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -27918.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27033.707031 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -27033.71 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -27419.568359 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -27419.57 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -27689.849609 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -27689.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27800.753906 Penalty: 1937.326660
	Iteration 3F: 3 clusters Score -27800.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -27846.716797 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -27846.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27868.333984 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -27868.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -27879.761719 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -27879.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27883.751953 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -27883.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27883.751953 Penalty: 1937.326660
	Iteration 8F: 3 clusters Score -27883.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Entering Unmasked Estep 
Score: -2823228.750000 Penalty: 1621.604614
	Iteration 0F: 2 clusters Score -2823229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2808561.250000 Penalty: 3243.209229
	Iteration 0F: 3 clusters Score -2808561 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2813808.500000 Penalty: 3243.209229
	Iteration 1F: 3 clusters Score -2813808 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2814162.000000 Penalty: 3243.209229
	Iteration 2Q: 3 clusters Score -2814162 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2814495.500000 Penalty: 3243.209229
	Iteration 3Q: 3 clusters Score -2814496 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2814860.250000 Penalty: 3243.209229
	Iteration 4Q: 3 clusters Score -2814860 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2815322.500000 Penalty: 3243.209229
	Iteration 5Q: 3 clusters Score -2815322 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2816012.500000 Penalty: 3243.209229
	Iteration 6F: 3 clusters Score -2816012 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2816940.250000 Penalty: 3243.209229
	Iteration 7F: 3 clusters Score -2816940 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2818127.000000 Penalty: 3243.209229
	Iteration 8F: 3 clusters Score -2818127 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2819380.500000 Penalty: 3243.209229
	Iteration 9F: 3 clusters Score -2819380 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2820480.250000 Penalty: 3243.209229
	Iteration 10F: 3 clusters Score -2820480 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2821107.500000 Penalty: 3243.209229
	Iteration 11Q: 3 clusters Score -2821108 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2821431.000000 Penalty: 3243.209229
	Iteration 12Q: 3 clusters Score -2821431 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2821601.750000 Penalty: 3243.209229
	Iteration 13Q: 3 clusters Score -2821602 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2821682.750000 Penalty: 3243.209229
	Iteration 14Q: 3 clusters Score -2821683 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2821744.250000 Penalty: 3243.209229
	Iteration 15Q: 3 clusters Score -2821744 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2821790.500000 Penalty: 3243.209229
	Iteration 16Q: 3 clusters Score -2821790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2821815.750000 Penalty: 3243.209229
	Iteration 17Q: 3 clusters Score -2821816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2821834.250000 Penalty: 3243.209229
	Iteration 18Q: 3 clusters Score -2821834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2821849.000000 Penalty: 3243.209229
	Iteration 19Q: 3 clusters Score -2821849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2821862.000000 Penalty: 3243.209229
	Iteration 20F: 3 clusters Score -2821862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2821875.000000 Penalty: 3243.209229
	Iteration 21Q: 3 clusters Score -2821875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2821887.250000 Penalty: 3243.209229
	Iteration 22Q: 3 clusters Score -2821887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2821893.250000 Penalty: 3243.209229
	Iteration 23Q: 3 clusters Score -2821893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2821901.250000 Penalty: 3243.209229
	Iteration 24Q: 3 clusters Score -2821901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2821912.000000 Penalty: 3243.209229
	Iteration 25Q: 3 clusters Score -2821912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2821913.000000 Penalty: 3243.209229
	Iteration 26Q: 3 clusters Score -2821913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2821921.000000 Penalty: 3243.209229
	Iteration 27Q: 3 clusters Score -2821921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2821925.250000 Penalty: 3243.209229
	Iteration 28Q: 3 clusters Score -2821925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2821925.500000 Penalty: 3243.209229
	Iteration 29Q: 3 clusters Score -2821926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2821928.750000 Penalty: 3243.209229
	Iteration 30Q: 3 clusters Score -2821929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2821928.750000 Penalty: 3243.209229
	Iteration 31F: 3 clusters Score -2821929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (108868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108868 members 
Entering Unmasked Estep 
Score: -14052540.000000 Penalty: 1884.657471
	Iteration 0F: 2 clusters Score -1.405254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -13982294.000000 Penalty: 3769.314941
	Iteration 0F: 3 clusters Score -1.398229e+07 nChanged 52282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -14013183.000000 Penalty: 3769.314941
	Iteration 1F: 3 clusters Score -1.401318e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -14014222.000000 Penalty: 3769.314941
	Iteration 2Q: 3 clusters Score -1.401422e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61569 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -14015590.000000 Penalty: 3769.314941
	Iteration 3Q: 3 clusters Score -1.401559e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64824 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -14017678.000000 Penalty: 3769.314941
	Iteration 4Q: 3 clusters Score -1.401768e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69290 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -14020964.000000 Penalty: 3769.314941
	Iteration 5F: 3 clusters Score -1.402096e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75003 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -14025773.000000 Penalty: 3769.314941
	Iteration 6F: 3 clusters Score -1.402577e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81175 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -14031431.000000 Penalty: 3769.314941
	Iteration 7F: 3 clusters Score -1.403143e+07 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -14036632.000000 Penalty: 3769.314941
	Iteration 8F: 3 clusters Score -1.403663e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90875 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -14040284.000000 Penalty: 3769.314941
	Iteration 9Q: 3 clusters Score -1.404028e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93788 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -14042914.000000 Penalty: 3769.314941
	Iteration 10Q: 3 clusters Score -1.404291e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96130 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -14044735.000000 Penalty: 3769.314941
	Iteration 11Q: 3 clusters Score -1.404474e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98249 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -14046336.000000 Penalty: 3769.314941
	Iteration 12Q: 3 clusters Score -1.404634e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100178 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -14047577.000000 Penalty: 3769.314941
	Iteration 13Q: 3 clusters Score -1.404758e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101957 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -14048663.000000 Penalty: 3769.314941
	Iteration 14Q: 3 clusters Score -1.404866e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103610 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -14049621.000000 Penalty: 3769.314941
	Iteration 15Q: 3 clusters Score -1.404962e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105055 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -14050192.000000 Penalty: 3769.314941
	Iteration 16Q: 3 clusters Score -1.405019e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106157 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -14050519.000000 Penalty: 3769.314941
	Iteration 17Q: 3 clusters Score -1.405052e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106999 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -14050690.000000 Penalty: 3769.314941
	Iteration 18Q: 3 clusters Score -1.405069e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107571 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -14050741.000000 Penalty: 3769.314941
	Iteration 19Q: 3 clusters Score -1.405074e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107916 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -14050802.000000 Penalty: 3769.314941
	Iteration 20F: 3 clusters Score -1.40508e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108136 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -14050864.000000 Penalty: 3769.314941
	Iteration 21Q: 3 clusters Score -1.405086e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108273 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -14050933.000000 Penalty: 3769.314941
	Iteration 22Q: 3 clusters Score -1.405093e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108341 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -14050971.000000 Penalty: 3769.314941
	Iteration 23Q: 3 clusters Score -1.405097e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108394 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -14050985.000000 Penalty: 3769.314941
	Iteration 24Q: 3 clusters Score -1.405098e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108419 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -14050982.000000 Penalty: 3769.314941
	Iteration 25Q: 3 clusters Score -1.405098e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108431 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -14050993.000000 Penalty: 3769.314941
	Iteration 26Q: 3 clusters Score -1.405099e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108451 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -14051006.000000 Penalty: 3769.314941
	Iteration 27Q: 3 clusters Score -1.405101e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108468 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -14051023.000000 Penalty: 3769.314941
	Iteration 28Q: 3 clusters Score -1.405102e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108481 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -14051033.000000 Penalty: 3769.314941
	Iteration 29Q: 3 clusters Score -1.405103e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108493 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -14051041.000000 Penalty: 3769.314941
	Iteration 30Q: 3 clusters Score -1.405104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108506 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -14051014.000000 Penalty: 3769.314941
	Iteration 31Q: 3 clusters Score -1.405101e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108516 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -14051008.000000 Penalty: 3769.314941
	Iteration 32Q: 3 clusters Score -1.405101e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108520 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -14051013.000000 Penalty: 3769.314941
	Iteration 33Q: 3 clusters Score -1.405101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108522 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -14051023.000000 Penalty: 3769.314941
	Iteration 34Q: 3 clusters Score -1.405102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108528 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -14051029.000000 Penalty: 3769.314941
	Iteration 35Q: 3 clusters Score -1.405103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108532 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -14051033.000000 Penalty: 3769.314941
	Iteration 36Q: 3 clusters Score -1.405103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108534 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -14051022.000000 Penalty: 3769.314941
	Iteration 37Q: 3 clusters Score -1.405102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108537 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -14051026.000000 Penalty: 3769.314941
	Iteration 38Q: 3 clusters Score -1.405103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108538 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -14051028.000000 Penalty: 3769.314941
	Iteration 39Q: 3 clusters Score -1.405103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108540 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -14051020.000000 Penalty: 3769.314941
	Iteration 40F: 3 clusters Score -1.405102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108541 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -14051029.000000 Penalty: 3769.314941
	Iteration 41Q: 3 clusters Score -1.405103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108544 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -14051035.000000 Penalty: 3769.314941
	Iteration 42Q: 3 clusters Score -1.405104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108545 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -14051035.000000 Penalty: 3769.314941
	Iteration 43Q: 3 clusters Score -1.405104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108547 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -14051048.000000 Penalty: 3769.314941
	Iteration 44Q: 3 clusters Score -1.405105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108551 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -14051038.000000 Penalty: 3769.314941
	Iteration 45Q: 3 clusters Score -1.405104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108553 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -14051038.000000 Penalty: 3769.314941
	Iteration 46Q: 3 clusters Score -1.405104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108553 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -14051038.000000 Penalty: 3769.314941
	Iteration 47F: 3 clusters Score -1.405104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1360483.875000 Penalty: 1509.952026
	Iteration 0F: 2 clusters Score -1360484 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 5404 members 
Entering Unmasked Estep 
Score: -1352789.250000 Penalty: 3019.904053
	Iteration 0F: 3 clusters Score -1352789 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1355306.875000 Penalty: 3019.904053
	Iteration 1F: 3 clusters Score -1355307 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1355503.750000 Penalty: 3019.904053
	Iteration 2F: 3 clusters Score -1355504 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1355644.875000 Penalty: 3019.904053
	Iteration 3Q: 3 clusters Score -1355645 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1355771.125000 Penalty: 3019.904053
	Iteration 4Q: 3 clusters Score -1355771 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1355886.250000 Penalty: 3019.904053
	Iteration 5Q: 3 clusters Score -1355886 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1356003.125000 Penalty: 3019.904053
	Iteration 6Q: 3 clusters Score -1356003 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1356161.875000 Penalty: 3019.904053
	Iteration 7Q: 3 clusters Score -1356162 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1356305.875000 Penalty: 3019.904053
	Iteration 8Q: 3 clusters Score -1356306 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1356479.500000 Penalty: 3019.904053
	Iteration 9Q: 3 clusters Score -1356480 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1356676.375000 Penalty: 3019.904053
	Iteration 10Q: 3 clusters Score -1356676 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1356882.000000 Penalty: 3019.904053
	Iteration 11Q: 3 clusters Score -1356882 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1357103.625000 Penalty: 3019.904053
	Iteration 12Q: 3 clusters Score -1357104 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1357359.125000 Penalty: 3019.904053
	Iteration 13Q: 3 clusters Score -1357359 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1357654.000000 Penalty: 3019.904053
	Iteration 14Q: 3 clusters Score -1357654 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1357964.125000 Penalty: 3019.904053
	Iteration 15Q: 3 clusters Score -1357964 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1358241.000000 Penalty: 3019.904053
	Iteration 16Q: 3 clusters Score -1358241 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1358515.375000 Penalty: 3019.904053
	Iteration 17Q: 3 clusters Score -1358515 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1358737.000000 Penalty: 3019.904053
	Iteration 18Q: 3 clusters Score -1358737 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1358865.000000 Penalty: 3019.904053
	Iteration 19Q: 3 clusters Score -1358865 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1358963.125000 Penalty: 3019.904053
	Iteration 20F: 3 clusters Score -1358963 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1359024.750000 Penalty: 3019.904053
	Iteration 21Q: 3 clusters Score -1359025 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1359053.875000 Penalty: 3019.904053
	Iteration 22Q: 3 clusters Score -1359054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1359072.250000 Penalty: 3019.904053
	Iteration 23Q: 3 clusters Score -1359072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1359088.250000 Penalty: 3019.904053
	Iteration 24Q: 3 clusters Score -1359088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1359117.750000 Penalty: 3019.904053
	Iteration 25Q: 3 clusters Score -1359118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1359135.125000 Penalty: 3019.904053
	Iteration 26Q: 3 clusters Score -1359135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1359149.375000 Penalty: 3019.904053
	Iteration 27Q: 3 clusters Score -1359149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1359158.250000 Penalty: 3019.904053
	Iteration 28Q: 3 clusters Score -1359158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1359161.750000 Penalty: 3019.904053
	Iteration 29Q: 3 clusters Score -1359162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1359165.750000 Penalty: 3019.904053
	Iteration 30Q: 3 clusters Score -1359166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1359170.750000 Penalty: 3019.904053
	Iteration 31Q: 3 clusters Score -1359171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1359175.000000 Penalty: 3019.904053
	Iteration 32Q: 3 clusters Score -1359175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1359178.250000 Penalty: 3019.904053
	Iteration 33Q: 3 clusters Score -1359178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1359184.125000 Penalty: 3019.904053
	Iteration 34Q: 3 clusters Score -1359184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1359183.000000 Penalty: 3019.904053
	Iteration 35Q: 3 clusters Score -1359183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1359184.875000 Penalty: 3019.904053
	Iteration 36Q: 3 clusters Score -1359185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1359184.500000 Penalty: 3019.904053
	Iteration 37Q: 3 clusters Score -1359184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1359184.500000 Penalty: 3019.904053
	Iteration 38F: 3 clusters Score -1359184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Entering Unmasked Estep 
Score: -5177011.000000 Penalty: 1717.651489
	Iteration 0F: 2 clusters Score -5177011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -5150958.000000 Penalty: 3435.302979
	Iteration 0F: 3 clusters Score -5150958 nChanged 18043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -5161091.500000 Penalty: 3435.302979
	Iteration 1F: 3 clusters Score -5161092 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -5161462.500000 Penalty: 3435.302979
	Iteration 2Q: 3 clusters Score -5161462 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -5161914.000000 Penalty: 3435.302979
	Iteration 3Q: 3 clusters Score -5161914 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -5162436.000000 Penalty: 3435.302979
	Iteration 4Q: 3 clusters Score -5162436 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -5163204.500000 Penalty: 3435.302979
	Iteration 5Q: 3 clusters Score -5163204 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -5164309.000000 Penalty: 3435.302979
	Iteration 6F: 3 clusters Score -5164309 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -5165887.000000 Penalty: 3435.302979
	Iteration 7F: 3 clusters Score -5165887 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -5167858.500000 Penalty: 3435.302979
	Iteration 8F: 3 clusters Score -5167858 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -5170060.500000 Penalty: 3435.302979
	Iteration 9F: 3 clusters Score -5170060 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -5172073.500000 Penalty: 3435.302979
	Iteration 10F: 3 clusters Score -5172074 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5173467.000000 Penalty: 3435.302979
	Iteration 11Q: 3 clusters Score -5173467 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5174310.000000 Penalty: 3435.302979
	Iteration 12Q: 3 clusters Score -5174310 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5174815.000000 Penalty: 3435.302979
	Iteration 13Q: 3 clusters Score -5174815 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5175096.000000 Penalty: 3435.302979
	Iteration 14Q: 3 clusters Score -5175096 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5175243.500000 Penalty: 3435.302979
	Iteration 15Q: 3 clusters Score -5175244 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5175330.000000 Penalty: 3435.302979
	Iteration 16Q: 3 clusters Score -5175330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5175394.500000 Penalty: 3435.302979
	Iteration 17Q: 3 clusters Score -5175394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5175423.500000 Penalty: 3435.302979
	Iteration 18Q: 3 clusters Score -5175424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5175456.000000 Penalty: 3435.302979
	Iteration 19Q: 3 clusters Score -5175456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5175469.500000 Penalty: 3435.302979
	Iteration 20F: 3 clusters Score -5175470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5175475.000000 Penalty: 3435.302979
	Iteration 21Q: 3 clusters Score -5175475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5175490.500000 Penalty: 3435.302979
	Iteration 22Q: 3 clusters Score -5175490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5175493.500000 Penalty: 3435.302979
	Iteration 23Q: 3 clusters Score -5175494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5175499.500000 Penalty: 3435.302979
	Iteration 24Q: 3 clusters Score -5175500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5175499.500000 Penalty: 3435.302979
	Iteration 25F: 3 clusters Score -5175500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Entering Unmasked Estep 
Score: -6349110.500000 Penalty: 1751.380493
	Iteration 0F: 2 clusters Score -6349110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -6318227.500000 Penalty: 3502.760986
	Iteration 0F: 3 clusters Score -6318228 nChanged 22562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -6331084.500000 Penalty: 3502.760986
	Iteration 1F: 3 clusters Score -6331084 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -6331816.500000 Penalty: 3502.760986
	Iteration 2Q: 3 clusters Score -6331816 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -6332793.500000 Penalty: 3502.760986
	Iteration 3Q: 3 clusters Score -6332794 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -6334254.500000 Penalty: 3502.760986
	Iteration 4F: 3 clusters Score -6334254 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -6336300.000000 Penalty: 3502.760986
	Iteration 5F: 3 clusters Score -6336300 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -6338864.000000 Penalty: 3502.760986
	Iteration 6F: 3 clusters Score -6338864 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -6341195.000000 Penalty: 3502.760986
	Iteration 7F: 3 clusters Score -6341195 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -6342836.500000 Penalty: 3502.760986
	Iteration 8Q: 3 clusters Score -6342836 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -6343734.000000 Penalty: 3502.760986
	Iteration 9Q: 3 clusters Score -6343734 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -6344179.500000 Penalty: 3502.760986
	Iteration 10Q: 3 clusters Score -6344180 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -6344489.500000 Penalty: 3502.760986
	Iteration 11Q: 3 clusters Score -6344490 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -6344630.500000 Penalty: 3502.760986
	Iteration 12Q: 3 clusters Score -6344630 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -6344816.000000 Penalty: 3502.760986
	Iteration 13Q: 3 clusters Score -6344816 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -6344994.000000 Penalty: 3502.760986
	Iteration 14Q: 3 clusters Score -6344994 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -6345171.500000 Penalty: 3502.760986
	Iteration 15Q: 3 clusters Score -6345172 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -6345335.500000 Penalty: 3502.760986
	Iteration 16Q: 3 clusters Score -6345336 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -6345501.000000 Penalty: 3502.760986
	Iteration 17Q: 3 clusters Score -6345501 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -6345682.500000 Penalty: 3502.760986
	Iteration 18Q: 3 clusters Score -6345682 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -6345842.500000 Penalty: 3502.760986
	Iteration 19Q: 3 clusters Score -6345842 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -6345996.000000 Penalty: 3502.760986
	Iteration 20F: 3 clusters Score -6345996 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -6346161.000000 Penalty: 3502.760986
	Iteration 21Q: 3 clusters Score -6346161 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -6346389.500000 Penalty: 3502.760986
	Iteration 22Q: 3 clusters Score -6346390 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -6346587.500000 Penalty: 3502.760986
	Iteration 23Q: 3 clusters Score -6346588 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -6346768.000000 Penalty: 3502.760986
	Iteration 24Q: 3 clusters Score -6346768 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -6346934.500000 Penalty: 3502.760986
	Iteration 25Q: 3 clusters Score -6346934 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -6347098.500000 Penalty: 3502.760986
	Iteration 26Q: 3 clusters Score -6347098 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -6347242.000000 Penalty: 3502.760986
	Iteration 27Q: 3 clusters Score -6347242 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -6347350.000000 Penalty: 3502.760986
	Iteration 28Q: 3 clusters Score -6347350 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -6347407.500000 Penalty: 3502.760986
	Iteration 29Q: 3 clusters Score -6347408 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -6347419.500000 Penalty: 3502.760986
	Iteration 30Q: 3 clusters Score -6347420 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -6347463.500000 Penalty: 3502.760986
	Iteration 31Q: 3 clusters Score -6347464 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -6347468.500000 Penalty: 3502.760986
	Iteration 32Q: 3 clusters Score -6347468 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -6347490.500000 Penalty: 3502.760986
	Iteration 33Q: 3 clusters Score -6347490 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -6347502.000000 Penalty: 3502.760986
	Iteration 34Q: 3 clusters Score -6347502 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -6347518.000000 Penalty: 3502.760986
	Iteration 35Q: 3 clusters Score -6347518 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -6347540.500000 Penalty: 3502.760986
	Iteration 36Q: 3 clusters Score -6347540 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -6347590.500000 Penalty: 3502.760986
	Iteration 37Q: 3 clusters Score -6347590 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -6347634.000000 Penalty: 3502.760986
	Iteration 38Q: 3 clusters Score -6347634 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -6347669.000000 Penalty: 3502.760986
	Iteration 39Q: 3 clusters Score -6347669 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -6347693.000000 Penalty: 3502.760986
	Iteration 40F: 3 clusters Score -6347693 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -6347699.000000 Penalty: 3502.760986
	Iteration 41Q: 3 clusters Score -6347699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -6347700.000000 Penalty: 3502.760986
	Iteration 42Q: 3 clusters Score -6347700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -6347720.500000 Penalty: 3502.760986
	Iteration 43Q: 3 clusters Score -6347720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -6347726.000000 Penalty: 3502.760986
	Iteration 44Q: 3 clusters Score -6347726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -6347729.500000 Penalty: 3502.760986
	Iteration 45Q: 3 clusters Score -6347730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -6347736.000000 Penalty: 3502.760986
	Iteration 46Q: 3 clusters Score -6347736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -6347737.500000 Penalty: 3502.760986
	Iteration 47Q: 3 clusters Score -6347738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -6347736.500000 Penalty: 3502.760986
	Iteration 48Q: 3 clusters Score -6347736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -6347741.000000 Penalty: 3502.760986
	Iteration 49Q: 3 clusters Score -6347741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -6347750.500000 Penalty: 3502.760986
	Iteration 50Q: 3 clusters Score -6347750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -6347758.000000 Penalty: 3502.760986
	Iteration 51Q: 3 clusters Score -6347758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -6347758.000000 Penalty: 3502.760986
	Iteration 52Q: 3 clusters Score -6347758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -6347766.500000 Penalty: 3502.760986
	Iteration 53Q: 3 clusters Score -6347766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -6347783.000000 Penalty: 3502.760986
	Iteration 54Q: 3 clusters Score -6347783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -6347773.500000 Penalty: 3502.760986
	Iteration 55Q: 3 clusters Score -6347774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -6347773.500000 Penalty: 3502.760986
	Iteration 56F: 3 clusters Score -6347774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -61651.324219 Penalty: 1033.711670
	Iteration 0F: 2 clusters Score -61651.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60611.703125 Penalty: 2067.423340
	Iteration 0F: 3 clusters Score -60611.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60852.281250 Penalty: 2067.423340
	Iteration 1F: 3 clusters Score -60852.28 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -60968.187500 Penalty: 2067.423340
	Iteration 2F: 3 clusters Score -60968.19 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61074.777344 Penalty: 2067.423340
	Iteration 3F: 3 clusters Score -61074.78 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -61180.289062 Penalty: 2067.423340
	Iteration 4F: 3 clusters Score -61180.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -61334.664062 Penalty: 2067.423340
	Iteration 5F: 3 clusters Score -61334.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -61406.011719 Penalty: 2067.423340
	Iteration 6Q: 3 clusters Score -61406.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -61443.628906 Penalty: 2067.423340
	Iteration 7Q: 3 clusters Score -61443.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -61481.906250 Penalty: 2067.423340
	Iteration 8Q: 3 clusters Score -61481.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -61496.746094 Penalty: 2067.423340
	Iteration 9Q: 3 clusters Score -61496.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -61531.562500 Penalty: 2067.423340
	Iteration 10Q: 3 clusters Score -61531.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -61543.500000 Penalty: 2067.423340
	Iteration 11Q: 3 clusters Score -61543.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -61548.695312 Penalty: 2067.423340
	Iteration 12Q: 3 clusters Score -61548.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -61557.539062 Penalty: 2067.423340
	Iteration 13Q: 3 clusters Score -61557.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -61564.710938 Penalty: 2067.423340
	Iteration 14Q: 3 clusters Score -61564.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -61581.226562 Penalty: 2067.423340
	Iteration 15Q: 3 clusters Score -61581.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -61592.062500 Penalty: 2067.423340
	Iteration 16Q: 3 clusters Score -61592.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -61606.246094 Penalty: 2067.423340
	Iteration 17Q: 3 clusters Score -61606.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -61610.113281 Penalty: 2067.423340
	Iteration 18Q: 3 clusters Score -61610.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -61617.781250 Penalty: 2067.423340
	Iteration 19Q: 3 clusters Score -61617.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -61626.789062 Penalty: 2067.423340
	Iteration 20F: 3 clusters Score -61626.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -61662.820312 Penalty: 2067.423340
	Iteration 21Q: 3 clusters Score -61662.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -61728.902344 Penalty: 2067.423340
	Iteration 22Q: 3 clusters Score -61728.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -61816.089844 Penalty: 2067.423340
	Iteration 23Q: 3 clusters Score -61816.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -61871.085938 Penalty: 2067.423340
	Iteration 24Q: 3 clusters Score -61871.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61943.085938 Penalty: 2067.423340
	Iteration 25Q: 3 clusters Score -61943.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -61978.972656 Penalty: 2067.423340
	Iteration 26Q: 3 clusters Score -61978.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -61987.113281 Penalty: 2067.423340
	Iteration 27Q: 3 clusters Score -61987.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -61993.222656 Penalty: 2067.423340
	Iteration 28Q: 3 clusters Score -61993.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -61993.222656 Penalty: 2067.423340
	Iteration 29F: 3 clusters Score -61993.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3018 members 
Mstep: Class 6 contains 71069 members 
Mstep: Class 7 contains 957 members 
Mstep: Class 8 contains 3072 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21571 members 
Mstep: Class 11 contains 108868 members 
Mstep: Class 12 contains 10851 members 
Mstep: Class 13 contains 379 members 
Mstep: Class 14 contains 38955 members 
Mstep: Class 15 contains 47941 members 
Mstep: Class 16 contains 200 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9384 members 
Mstep: Class 21 contains 11889 members 
Mstep: Class 23 contains 34543 members 
Entering Unmasked Estep 
Score: -54033872.000000 Penalty: 44202.781250
Splitting cluster 16 changes total score from -54034564.000000 to -54033872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -9205.414062 Penalty: 888.559753
	Iteration 0F: 2 clusters Score -9205.414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8570.372070 Penalty: 1777.119507
	Iteration 0F: 3 clusters Score -8570.372 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8762.339844 Penalty: 1777.119507
	Iteration 1F: 3 clusters Score -8762.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8832.980469 Penalty: 1777.119507
	Iteration 2F: 3 clusters Score -8832.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8894.480469 Penalty: 1777.119507
	Iteration 3Q: 3 clusters Score -8894.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -8906.366211 Penalty: 1777.119507
	Iteration 4Q: 3 clusters Score -8906.366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -8961.750977 Penalty: 1777.119507
	Iteration 5Q: 3 clusters Score -8961.751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -8982.289062 Penalty: 1777.119507
	Iteration 6Q: 3 clusters Score -8982.289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8983.548828 Penalty: 1777.119507
	Iteration 7Q: 3 clusters Score -8983.549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8983.548828 Penalty: 1777.119507
	Iteration 8F: 3 clusters Score -8983.549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Entering Unmasked Estep 
Score: -109348.500000 Penalty: 1105.027588
	Iteration 0F: 2 clusters Score -109348.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -107971.679688 Penalty: 2210.055176
	Iteration 0F: 3 clusters Score -107971.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -108205.265625 Penalty: 2210.055176
	Iteration 1F: 3 clusters Score -108205.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -108291.062500 Penalty: 2210.055176
	Iteration 2F: 3 clusters Score -108291.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -108349.796875 Penalty: 2210.055176
	Iteration 3F: 3 clusters Score -108349.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -108383.945312 Penalty: 2210.055176
	Iteration 4Q: 3 clusters Score -108383.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -108398.554688 Penalty: 2210.055176
	Iteration 5Q: 3 clusters Score -108398.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -108404.710938 Penalty: 2210.055176
	Iteration 6Q: 3 clusters Score -108404.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -108409.437500 Penalty: 2210.055176
	Iteration 7Q: 3 clusters Score -108409.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -108411.468750 Penalty: 2210.055176
	Iteration 8Q: 3 clusters Score -108411.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -108412.664062 Penalty: 2210.055176
	Iteration 9Q: 3 clusters Score -108412.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -108412.664062 Penalty: 2210.055176
	Iteration 10F: 3 clusters Score -108412.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Entering Unmasked Estep 
Score: -1228793.000000 Penalty: 1486.348633
	Iteration 0F: 2 clusters Score -1228793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1221990.000000 Penalty: 2972.697266
	Iteration 0F: 3 clusters Score -1221990 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1224045.125000 Penalty: 2972.697266
	Iteration 1F: 3 clusters Score -1224045 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1224272.250000 Penalty: 2972.697266
	Iteration 2F: 3 clusters Score -1224272 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1224467.125000 Penalty: 2972.697266
	Iteration 3Q: 3 clusters Score -1224467 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1224625.000000 Penalty: 2972.697266
	Iteration 4Q: 3 clusters Score -1224625 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1224782.875000 Penalty: 2972.697266
	Iteration 5Q: 3 clusters Score -1224783 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1224956.125000 Penalty: 2972.697266
	Iteration 6Q: 3 clusters Score -1224956 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1225161.750000 Penalty: 2972.697266
	Iteration 7Q: 3 clusters Score -1225162 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1225415.250000 Penalty: 2972.697266
	Iteration 8Q: 3 clusters Score -1225415 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1225716.750000 Penalty: 2972.697266
	Iteration 9Q: 3 clusters Score -1225717 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1226046.375000 Penalty: 2972.697266
	Iteration 10Q: 3 clusters Score -1226046 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1226388.250000 Penalty: 2972.697266
	Iteration 11Q: 3 clusters Score -1226388 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1226617.500000 Penalty: 2972.697266
	Iteration 12Q: 3 clusters Score -1226618 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1226792.625000 Penalty: 2972.697266
	Iteration 13Q: 3 clusters Score -1226793 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1226902.250000 Penalty: 2972.697266
	Iteration 14Q: 3 clusters Score -1226902 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1226988.875000 Penalty: 2972.697266
	Iteration 15Q: 3 clusters Score -1226989 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1227062.250000 Penalty: 2972.697266
	Iteration 16Q: 3 clusters Score -1227062 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1227124.625000 Penalty: 2972.697266
	Iteration 17Q: 3 clusters Score -1227125 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1227181.625000 Penalty: 2972.697266
	Iteration 18Q: 3 clusters Score -1227182 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1227230.875000 Penalty: 2972.697266
	Iteration 19Q: 3 clusters Score -1227231 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1227270.250000 Penalty: 2972.697266
	Iteration 20F: 3 clusters Score -1227270 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1227303.875000 Penalty: 2972.697266
	Iteration 21Q: 3 clusters Score -1227304 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1227327.375000 Penalty: 2972.697266
	Iteration 22Q: 3 clusters Score -1227327 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1227347.750000 Penalty: 2972.697266
	Iteration 23Q: 3 clusters Score -1227348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1227368.500000 Penalty: 2972.697266
	Iteration 24Q: 3 clusters Score -1227368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1227390.750000 Penalty: 2972.697266
	Iteration 25Q: 3 clusters Score -1227391 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1227409.125000 Penalty: 2972.697266
	Iteration 26Q: 3 clusters Score -1227409 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1227425.250000 Penalty: 2972.697266
	Iteration 27Q: 3 clusters Score -1227425 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1227434.625000 Penalty: 2972.697266
	Iteration 28Q: 3 clusters Score -1227435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1227445.000000 Penalty: 2972.697266
	Iteration 29Q: 3 clusters Score -1227445 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1227462.875000 Penalty: 2972.697266
	Iteration 30Q: 3 clusters Score -1227463 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1227481.125000 Penalty: 2972.697266
	Iteration 31Q: 3 clusters Score -1227481 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1227497.125000 Penalty: 2972.697266
	Iteration 32Q: 3 clusters Score -1227497 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1227508.375000 Penalty: 2972.697266
	Iteration 33Q: 3 clusters Score -1227508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1227519.125000 Penalty: 2972.697266
	Iteration 34Q: 3 clusters Score -1227519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1227526.500000 Penalty: 2972.697266
	Iteration 35Q: 3 clusters Score -1227526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1227534.000000 Penalty: 2972.697266
	Iteration 36Q: 3 clusters Score -1227534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1227541.500000 Penalty: 2972.697266
	Iteration 37Q: 3 clusters Score -1227542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1227548.375000 Penalty: 2972.697266
	Iteration 38Q: 3 clusters Score -1227548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1227555.625000 Penalty: 2972.697266
	Iteration 39Q: 3 clusters Score -1227556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1227562.375000 Penalty: 2972.697266
	Iteration 40F: 3 clusters Score -1227562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1227567.875000 Penalty: 2972.697266
	Iteration 41Q: 3 clusters Score -1227568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1227573.375000 Penalty: 2972.697266
	Iteration 42Q: 3 clusters Score -1227573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1227578.875000 Penalty: 2972.697266
	Iteration 43Q: 3 clusters Score -1227579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1227578.875000 Penalty: 2972.697266
	Iteration 44Q: 3 clusters Score -1227579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1227582.000000 Penalty: 2972.697266
	Iteration 45Q: 3 clusters Score -1227582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1227588.000000 Penalty: 2972.697266
	Iteration 46Q: 3 clusters Score -1227588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1227594.750000 Penalty: 2972.697266
	Iteration 47Q: 3 clusters Score -1227595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1227600.625000 Penalty: 2972.697266
	Iteration 48Q: 3 clusters Score -1227601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1227606.500000 Penalty: 2972.697266
	Iteration 49Q: 3 clusters Score -1227606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1227608.875000 Penalty: 2972.697266
	Iteration 50Q: 3 clusters Score -1227609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1227612.875000 Penalty: 2972.697266
	Iteration 51Q: 3 clusters Score -1227613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1227612.000000 Penalty: 2972.697266
	Iteration 52Q: 3 clusters Score -1227612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1227612.375000 Penalty: 2972.697266
	Iteration 53Q: 3 clusters Score -1227612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1227615.125000 Penalty: 2972.697266
	Iteration 54Q: 3 clusters Score -1227615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1227615.625000 Penalty: 2972.697266
	Iteration 55Q: 3 clusters Score -1227616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1227617.125000 Penalty: 2972.697266
	Iteration 56Q: 3 clusters Score -1227617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1227619.125000 Penalty: 2972.697266
	Iteration 57Q: 3 clusters Score -1227619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1227619.375000 Penalty: 2972.697266
	Iteration 58Q: 3 clusters Score -1227619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1227619.625000 Penalty: 2972.697266
	Iteration 59Q: 3 clusters Score -1227620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1227619.625000 Penalty: 2972.697266
	Iteration 60F: 3 clusters Score -1227620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Entering Unmasked Estep 
Score: -1547425.625000 Penalty: 1524.797363
	Iteration 0F: 2 clusters Score -1547426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1539017.500000 Penalty: 3049.594727
	Iteration 0F: 3 clusters Score -1539018 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1541849.500000 Penalty: 3049.594727
	Iteration 1F: 3 clusters Score -1541850 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1542079.875000 Penalty: 3049.594727
	Iteration 2F: 3 clusters Score -1542080 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1542257.750000 Penalty: 3049.594727
	Iteration 3Q: 3 clusters Score -1542258 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1542414.250000 Penalty: 3049.594727
	Iteration 4Q: 3 clusters Score -1542414 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1542578.500000 Penalty: 3049.594727
	Iteration 5Q: 3 clusters Score -1542578 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1542776.625000 Penalty: 3049.594727
	Iteration 6Q: 3 clusters Score -1542777 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1543053.500000 Penalty: 3049.594727
	Iteration 7Q: 3 clusters Score -1543054 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1543400.000000 Penalty: 3049.594727
	Iteration 8Q: 3 clusters Score -1543400 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1543850.750000 Penalty: 3049.594727
	Iteration 9F: 3 clusters Score -1543851 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1544411.250000 Penalty: 3049.594727
	Iteration 10F: 3 clusters Score -1544411 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1544985.125000 Penalty: 3049.594727
	Iteration 11F: 3 clusters Score -1544985 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1545434.250000 Penalty: 3049.594727
	Iteration 12Q: 3 clusters Score -1545434 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1545708.250000 Penalty: 3049.594727
	Iteration 13Q: 3 clusters Score -1545708 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1545872.250000 Penalty: 3049.594727
	Iteration 14Q: 3 clusters Score -1545872 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1545962.875000 Penalty: 3049.594727
	Iteration 15Q: 3 clusters Score -1545963 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1546022.250000 Penalty: 3049.594727
	Iteration 16Q: 3 clusters Score -1546022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1546056.000000 Penalty: 3049.594727
	Iteration 17Q: 3 clusters Score -1546056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1546081.250000 Penalty: 3049.594727
	Iteration 18Q: 3 clusters Score -1546081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1546094.250000 Penalty: 3049.594727
	Iteration 19Q: 3 clusters Score -1546094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1546100.500000 Penalty: 3049.594727
	Iteration 20F: 3 clusters Score -1546100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1546110.000000 Penalty: 3049.594727
	Iteration 21Q: 3 clusters Score -1546110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1546127.250000 Penalty: 3049.594727
	Iteration 22Q: 3 clusters Score -1546127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1546127.625000 Penalty: 3049.594727
	Iteration 23Q: 3 clusters Score -1546128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1546130.750000 Penalty: 3049.594727
	Iteration 24Q: 3 clusters Score -1546131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1546133.250000 Penalty: 3049.594727
	Iteration 25Q: 3 clusters Score -1546133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1546136.250000 Penalty: 3049.594727
	Iteration 26Q: 3 clusters Score -1546136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -1546137.500000 Penalty: 3049.594727
	Iteration 27Q: 3 clusters Score -1546138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1546139.375000 Penalty: 3049.594727
	Iteration 28Q: 3 clusters Score -1546139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1546144.125000 Penalty: 3049.594727
	Iteration 29Q: 3 clusters Score -1546144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1546143.750000 Penalty: 3049.594727
	Iteration 30Q: 3 clusters Score -1546144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1546150.375000 Penalty: 3049.594727
	Iteration 31Q: 3 clusters Score -1546150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1546158.500000 Penalty: 3049.594727
	Iteration 32Q: 3 clusters Score -1546158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1546165.125000 Penalty: 3049.594727
	Iteration 33Q: 3 clusters Score -1546165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1546166.250000 Penalty: 3049.594727
	Iteration 34Q: 3 clusters Score -1546166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1546169.125000 Penalty: 3049.594727
	Iteration 35Q: 3 clusters Score -1546169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1546169.125000 Penalty: 3049.594727
	Iteration 36F: 3 clusters Score -1546169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Entering Unmasked Estep 
Score: -4504410.500000 Penalty: 1698.118408
	Iteration 0F: 2 clusters Score -4504410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -4481234.500000 Penalty: 3396.236816
	Iteration 0F: 3 clusters Score -4481234 nChanged 15952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -4489977.500000 Penalty: 3396.236816
	Iteration 1F: 3 clusters Score -4489978 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -4490410.500000 Penalty: 3396.236816
	Iteration 2Q: 3 clusters Score -4490410 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -4490858.500000 Penalty: 3396.236816
	Iteration 3Q: 3 clusters Score -4490858 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -4491413.500000 Penalty: 3396.236816
	Iteration 4Q: 3 clusters Score -4491414 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -4492188.500000 Penalty: 3396.236816
	Iteration 5Q: 3 clusters Score -4492188 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -4493357.000000 Penalty: 3396.236816
	Iteration 6F: 3 clusters Score -4493357 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -4495000.000000 Penalty: 3396.236816
	Iteration 7F: 3 clusters Score -4495000 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -4497053.000000 Penalty: 3396.236816
	Iteration 8F: 3 clusters Score -4497053 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -4498986.500000 Penalty: 3396.236816
	Iteration 9F: 3 clusters Score -4498986 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -4500373.000000 Penalty: 3396.236816
	Iteration 10Q: 3 clusters Score -4500373 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4501251.500000 Penalty: 3396.236816
	Iteration 11Q: 3 clusters Score -4501252 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4501784.000000 Penalty: 3396.236816
	Iteration 12Q: 3 clusters Score -4501784 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4502075.500000 Penalty: 3396.236816
	Iteration 13Q: 3 clusters Score -4502076 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4502300.000000 Penalty: 3396.236816
	Iteration 14Q: 3 clusters Score -4502300 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4502430.500000 Penalty: 3396.236816
	Iteration 15Q: 3 clusters Score -4502430 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4502525.000000 Penalty: 3396.236816
	Iteration 16Q: 3 clusters Score -4502525 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4502615.000000 Penalty: 3396.236816
	Iteration 17Q: 3 clusters Score -4502615 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4502674.000000 Penalty: 3396.236816
	Iteration 18Q: 3 clusters Score -4502674 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4502728.000000 Penalty: 3396.236816
	Iteration 19Q: 3 clusters Score -4502728 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4502779.500000 Penalty: 3396.236816
	Iteration 20F: 3 clusters Score -4502780 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4502823.000000 Penalty: 3396.236816
	Iteration 21Q: 3 clusters Score -4502823 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4502861.000000 Penalty: 3396.236816
	Iteration 22Q: 3 clusters Score -4502861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4502867.000000 Penalty: 3396.236816
	Iteration 23Q: 3 clusters Score -4502867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4502886.000000 Penalty: 3396.236816
	Iteration 24Q: 3 clusters Score -4502886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4502895.000000 Penalty: 3396.236816
	Iteration 25Q: 3 clusters Score -4502895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4502905.500000 Penalty: 3396.236816
	Iteration 26Q: 3 clusters Score -4502906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4502917.000000 Penalty: 3396.236816
	Iteration 27Q: 3 clusters Score -4502917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4502920.000000 Penalty: 3396.236816
	Iteration 28Q: 3 clusters Score -4502920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4502922.500000 Penalty: 3396.236816
	Iteration 29Q: 3 clusters Score -4502922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4502933.000000 Penalty: 3396.236816
	Iteration 30Q: 3 clusters Score -4502933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4502935.500000 Penalty: 3396.236816
	Iteration 31Q: 3 clusters Score -4502936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4502940.000000 Penalty: 3396.236816
	Iteration 32Q: 3 clusters Score -4502940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4502946.000000 Penalty: 3396.236816
	Iteration 33Q: 3 clusters Score -4502946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4502956.000000 Penalty: 3396.236816
	Iteration 34Q: 3 clusters Score -4502956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4502961.500000 Penalty: 3396.236816
	Iteration 35Q: 3 clusters Score -4502962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4502965.000000 Penalty: 3396.236816
	Iteration 36Q: 3 clusters Score -4502965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4502969.000000 Penalty: 3396.236816
	Iteration 37Q: 3 clusters Score -4502969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4502976.500000 Penalty: 3396.236816
	Iteration 38Q: 3 clusters Score -4502976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4502985.500000 Penalty: 3396.236816
	Iteration 39Q: 3 clusters Score -4502986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4502989.500000 Penalty: 3396.236816
	Iteration 40F: 3 clusters Score -4502990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4502988.000000 Penalty: 3396.236816
	Iteration 41Q: 3 clusters Score -4502988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4502992.500000 Penalty: 3396.236816
	Iteration 42Q: 3 clusters Score -4502992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4502992.500000 Penalty: 3396.236816
	Iteration 43F: 3 clusters Score -4502992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3018 members 
Mstep: Class 6 contains 71069 members 
Mstep: Class 7 contains 957 members 
Mstep: Class 8 contains 3072 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21571 members 
Mstep: Class 11 contains 108868 members 
Mstep: Class 12 contains 10851 members 
Mstep: Class 14 contains 38955 members 
Mstep: Class 15 contains 47941 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9384 members 
Mstep: Class 21 contains 11889 members 
Mstep: Class 23 contains 34543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034572.000000 Penalty: 42097.890625
Iteration 279Q: 21 clusters Score -5.403457e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56211 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3013 members 
Mstep: Class 6 contains 71056 members 
Mstep: Class 7 contains 957 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21571 members 
Mstep: Class 11 contains 108864 members 
Mstep: Class 12 contains 10858 members 
Mstep: Class 14 contains 38962 members 
Mstep: Class 15 contains 47942 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9389 members 
Mstep: Class 21 contains 11883 members 
Mstep: Class 23 contains 34546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034552.000000 Penalty: 42097.890625
Iteration 280F: 21 clusters Score -5.403455e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 3005 members 
Mstep: Class 6 contains 71047 members 
Mstep: Class 7 contains 957 members 
Mstep: Class 8 contains 3068 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21572 members 
Mstep: Class 11 contains 108861 members 
Mstep: Class 12 contains 10864 members 
Mstep: Class 14 contains 38966 members 
Mstep: Class 15 contains 47953 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9391 members 
Mstep: Class 21 contains 11873 members 
Mstep: Class 23 contains 34548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034620.000000 Penalty: 42097.890625
Iteration 281Q: 21 clusters Score -5.403462e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 2988 members 
Mstep: Class 6 contains 71042 members 
Mstep: Class 7 contains 958 members 
Mstep: Class 8 contains 3066 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21577 members 
Mstep: Class 11 contains 108862 members 
Mstep: Class 12 contains 10867 members 
Mstep: Class 14 contains 38969 members 
Mstep: Class 15 contains 47964 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9391 members 
Mstep: Class 21 contains 11865 members 
Mstep: Class 23 contains 34552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034544.000000 Penalty: 42097.890625
Iteration 282Q: 21 clusters Score -5.403454e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 2976 members 
Mstep: Class 6 contains 71037 members 
Mstep: Class 7 contains 958 members 
Mstep: Class 8 contains 3062 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21578 members 
Mstep: Class 11 contains 108855 members 
Mstep: Class 12 contains 10871 members 
Mstep: Class 14 contains 38972 members 
Mstep: Class 15 contains 47973 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9392 members 
Mstep: Class 21 contains 11865 members 
Mstep: Class 23 contains 34555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034508.000000 Penalty: 42097.890625
Iteration 283Q: 21 clusters Score -5.403451e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56237 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 2957 members 
Mstep: Class 6 contains 71029 members 
Mstep: Class 7 contains 958 members 
Mstep: Class 8 contains 3057 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21572 members 
Mstep: Class 11 contains 108853 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 14 contains 38984 members 
Mstep: Class 15 contains 47979 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9399 members 
Mstep: Class 21 contains 11868 members 
Mstep: Class 23 contains 34555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034544.000000 Penalty: 42097.890625
Iteration 284Q: 21 clusters Score -5.403454e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56249 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 2943 members 
Mstep: Class 6 contains 71022 members 
Mstep: Class 7 contains 958 members 
Mstep: Class 8 contains 3055 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21565 members 
Mstep: Class 11 contains 108857 members 
Mstep: Class 12 contains 10879 members 
Mstep: Class 14 contains 38997 members 
Mstep: Class 15 contains 47979 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9400 members 
Mstep: Class 21 contains 11866 members 
Mstep: Class 23 contains 34551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034496.000000 Penalty: 42097.890625
Iteration 285Q: 21 clusters Score -5.40345e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 2922 members 
Mstep: Class 6 contains 71010 members 
Mstep: Class 7 contains 958 members 
Mstep: Class 8 contains 3053 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21562 members 
Mstep: Class 11 contains 108869 members 
Mstep: Class 12 contains 10887 members 
Mstep: Class 14 contains 39006 members 
Mstep: Class 15 contains 47983 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9400 members 
Mstep: Class 21 contains 11864 members 
Mstep: Class 23 contains 34552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034472.000000 Penalty: 42097.890625
Iteration 286Q: 21 clusters Score -5.403447e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 2909 members 
Mstep: Class 6 contains 71001 members 
Mstep: Class 7 contains 958 members 
Mstep: Class 8 contains 3050 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21566 members 
Mstep: Class 11 contains 108882 members 
Mstep: Class 12 contains 10889 members 
Mstep: Class 14 contains 39009 members 
Mstep: Class 15 contains 47985 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9401 members 
Mstep: Class 21 contains 11860 members 
Mstep: Class 23 contains 34546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034460.000000 Penalty: 42097.890625
Iteration 287Q: 21 clusters Score -5.403446e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 2905 members 
Mstep: Class 6 contains 70993 members 
Mstep: Class 7 contains 958 members 
Mstep: Class 8 contains 3049 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21567 members 
Mstep: Class 11 contains 108884 members 
Mstep: Class 12 contains 10886 members 
Mstep: Class 14 contains 39011 members 
Mstep: Class 15 contains 47987 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9405 members 
Mstep: Class 21 contains 11858 members 
Mstep: Class 23 contains 34543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034512.000000 Penalty: 42097.890625
Iteration 288Q: 21 clusters Score -5.403451e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56280 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 2898 members 
Mstep: Class 6 contains 70982 members 
Mstep: Class 7 contains 958 members 
Mstep: Class 8 contains 3048 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21570 members 
Mstep: Class 11 contains 108880 members 
Mstep: Class 12 contains 10888 members 
Mstep: Class 14 contains 39013 members 
Mstep: Class 15 contains 48003 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9407 members 
Mstep: Class 21 contains 11853 members 
Mstep: Class 23 contains 34541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034476.000000 Penalty: 42097.890625
Iteration 289Q: 21 clusters Score -5.403448e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56279 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 679 members 
Mstep: Class 5 contains 2894 members 
Mstep: Class 6 contains 70968 members 
Mstep: Class 7 contains 958 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21573 members 
Mstep: Class 11 contains 108882 members 
Mstep: Class 12 contains 10886 members 
Mstep: Class 14 contains 39023 members 
Mstep: Class 15 contains 48009 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9410 members 
Mstep: Class 21 contains 11848 members 
Mstep: Class 23 contains 34546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034480.000000 Penalty: 42097.890625
Iteration 290Q: 21 clusters Score -5.403448e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56276 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2886 members 
Mstep: Class 6 contains 70964 members 
Mstep: Class 7 contains 958 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21574 members 
Mstep: Class 11 contains 108880 members 
Mstep: Class 12 contains 10886 members 
Mstep: Class 14 contains 39029 members 
Mstep: Class 15 contains 48017 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9413 members 
Mstep: Class 21 contains 11848 members 
Mstep: Class 23 contains 34544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034540.000000 Penalty: 42097.890625
Iteration 291Q: 21 clusters Score -5.403454e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2878 members 
Mstep: Class 6 contains 70960 members 
Mstep: Class 7 contains 958 members 
Mstep: Class 8 contains 3044 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21575 members 
Mstep: Class 11 contains 108876 members 
Mstep: Class 12 contains 10892 members 
Mstep: Class 14 contains 39039 members 
Mstep: Class 15 contains 48020 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9414 members 
Mstep: Class 21 contains 11844 members 
Mstep: Class 23 contains 34549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034448.000000 Penalty: 42097.890625
Iteration 292Q: 21 clusters Score -5.403445e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56269 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 70958 members 
Mstep: Class 7 contains 958 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21578 members 
Mstep: Class 11 contains 108881 members 
Mstep: Class 12 contains 10894 members 
Mstep: Class 14 contains 39045 members 
Mstep: Class 15 contains 48020 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9414 members 
Mstep: Class 21 contains 11838 members 
Mstep: Class 23 contains 34551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034428.000000 Penalty: 42097.890625
Iteration 293Q: 21 clusters Score -5.403443e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2871 members 
Mstep: Class 6 contains 70952 members 
Mstep: Class 7 contains 958 members 
Mstep: Class 8 contains 3049 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21576 members 
Mstep: Class 11 contains 108872 members 
Mstep: Class 12 contains 10900 members 
Mstep: Class 14 contains 39050 members 
Mstep: Class 15 contains 48028 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 21 contains 11828 members 
Mstep: Class 23 contains 34553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034416.000000 Penalty: 42097.890625
Iteration 294Q: 21 clusters Score -5.403442e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56268 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 70946 members 
Mstep: Class 7 contains 958 members 
Mstep: Class 8 contains 3047 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21573 members 
Mstep: Class 11 contains 108879 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 14 contains 39054 members 
Mstep: Class 15 contains 48033 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 21 contains 11821 members 
Mstep: Class 23 contains 34555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034372.000000 Penalty: 42097.890625
Iteration 295Q: 21 clusters Score -5.403437e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2865 members 
Mstep: Class 6 contains 70939 members 
Mstep: Class 7 contains 958 members 
Mstep: Class 8 contains 3046 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21574 members 
Mstep: Class 11 contains 108876 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 14 contains 39065 members 
Mstep: Class 15 contains 48038 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 21 contains 11816 members 
Mstep: Class 23 contains 34556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034404.000000 Penalty: 42097.890625
Iteration 296Q: 21 clusters Score -5.40344e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56268 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2867 members 
Mstep: Class 6 contains 70930 members 
Mstep: Class 7 contains 958 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21573 members 
Mstep: Class 11 contains 108876 members 
Mstep: Class 12 contains 10904 members 
Mstep: Class 14 contains 39082 members 
Mstep: Class 15 contains 48032 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9413 members 
Mstep: Class 21 contains 11816 members 
Mstep: Class 23 contains 34555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034408.000000 Penalty: 42097.890625
Iteration 297Q: 21 clusters Score -5.403441e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56268 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2862 members 
Mstep: Class 6 contains 70924 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3044 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21570 members 
Mstep: Class 11 contains 108882 members 
Mstep: Class 12 contains 10908 members 
Mstep: Class 14 contains 39095 members 
Mstep: Class 15 contains 48028 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 21 contains 11813 members 
Mstep: Class 23 contains 34554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034456.000000 Penalty: 42097.890625
Iteration 298Q: 21 clusters Score -5.403446e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2858 members 
Mstep: Class 6 contains 70922 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3044 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21569 members 
Mstep: Class 11 contains 108869 members 
Mstep: Class 12 contains 10908 members 
Mstep: Class 14 contains 39114 members 
Mstep: Class 15 contains 48024 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9410 members 
Mstep: Class 21 contains 11815 members 
Mstep: Class 23 contains 34555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034404.000000 Penalty: 42097.890625
Iteration 299Q: 21 clusters Score -5.40344e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2853 members 
Mstep: Class 6 contains 70919 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3044 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21571 members 
Mstep: Class 11 contains 108865 members 
Mstep: Class 12 contains 10909 members 
Mstep: Class 14 contains 39132 members 
Mstep: Class 15 contains 48013 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 21 contains 11814 members 
Mstep: Class 23 contains 34555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034412.000000 Penalty: 42097.890625
Iteration 300F: 21 clusters Score -5.403441e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2854 members 
Mstep: Class 6 contains 70913 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3044 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21576 members 
Mstep: Class 11 contains 108865 members 
Mstep: Class 12 contains 10909 members 
Mstep: Class 14 contains 39148 members 
Mstep: Class 15 contains 47995 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9418 members 
Mstep: Class 21 contains 11810 members 
Mstep: Class 23 contains 34556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034408.000000 Penalty: 42097.890625
Iteration 301Q: 21 clusters Score -5.403441e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2853 members 
Mstep: Class 6 contains 70900 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3043 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21577 members 
Mstep: Class 11 contains 108867 members 
Mstep: Class 12 contains 10909 members 
Mstep: Class 14 contains 39168 members 
Mstep: Class 15 contains 47990 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9422 members 
Mstep: Class 21 contains 11805 members 
Mstep: Class 23 contains 34554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034404.000000 Penalty: 42097.890625
Iteration 302Q: 21 clusters Score -5.40344e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2850 members 
Mstep: Class 6 contains 70898 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3043 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108854 members 
Mstep: Class 12 contains 10912 members 
Mstep: Class 14 contains 39182 members 
Mstep: Class 15 contains 47991 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9425 members 
Mstep: Class 21 contains 11797 members 
Mstep: Class 23 contains 34558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034412.000000 Penalty: 42097.890625
Iteration 303Q: 21 clusters Score -5.403441e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2849 members 
Mstep: Class 6 contains 70893 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3043 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21582 members 
Mstep: Class 11 contains 108842 members 
Mstep: Class 12 contains 10912 members 
Mstep: Class 14 contains 39187 members 
Mstep: Class 15 contains 47991 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9432 members 
Mstep: Class 21 contains 11796 members 
Mstep: Class 23 contains 34563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034448.000000 Penalty: 42097.890625
Iteration 304Q: 21 clusters Score -5.403445e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2849 members 
Mstep: Class 6 contains 70887 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3043 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21582 members 
Mstep: Class 11 contains 108834 members 
Mstep: Class 12 contains 10908 members 
Mstep: Class 14 contains 39193 members 
Mstep: Class 15 contains 48002 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9434 members 
Mstep: Class 21 contains 11792 members 
Mstep: Class 23 contains 34565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034424.000000 Penalty: 42097.890625
Iteration 305Q: 21 clusters Score -5.403442e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2847 members 
Mstep: Class 6 contains 70878 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3044 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21579 members 
Mstep: Class 11 contains 108831 members 
Mstep: Class 12 contains 10908 members 
Mstep: Class 14 contains 39198 members 
Mstep: Class 15 contains 48008 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9437 members 
Mstep: Class 21 contains 11789 members 
Mstep: Class 23 contains 34570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034380.000000 Penalty: 42097.890625
Iteration 306Q: 21 clusters Score -5.403438e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2847 members 
Mstep: Class 6 contains 70868 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3043 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21579 members 
Mstep: Class 11 contains 108822 members 
Mstep: Class 12 contains 10907 members 
Mstep: Class 14 contains 39206 members 
Mstep: Class 15 contains 48016 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9442 members 
Mstep: Class 21 contains 11787 members 
Mstep: Class 23 contains 34571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034412.000000 Penalty: 42097.890625
Iteration 307Q: 21 clusters Score -5.403441e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2846 members 
Mstep: Class 6 contains 70861 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3044 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21577 members 
Mstep: Class 11 contains 108813 members 
Mstep: Class 12 contains 10906 members 
Mstep: Class 14 contains 39211 members 
Mstep: Class 15 contains 48030 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9442 members 
Mstep: Class 21 contains 11787 members 
Mstep: Class 23 contains 34570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034444.000000 Penalty: 42097.890625
Iteration 308Q: 21 clusters Score -5.403444e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2844 members 
Mstep: Class 6 contains 70854 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3044 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21576 members 
Mstep: Class 11 contains 108803 members 
Mstep: Class 12 contains 10906 members 
Mstep: Class 14 contains 39215 members 
Mstep: Class 15 contains 48042 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9443 members 
Mstep: Class 21 contains 11787 members 
Mstep: Class 23 contains 34573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034484.000000 Penalty: 42097.890625
Iteration 309Q: 21 clusters Score -5.403448e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56270 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2843 members 
Mstep: Class 6 contains 70850 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3044 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21575 members 
Mstep: Class 11 contains 108808 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 14 contains 39219 members 
Mstep: Class 15 contains 48045 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9444 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 23 contains 34569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034508.000000 Penalty: 42097.890625
Iteration 310Q: 21 clusters Score -5.403451e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2842 members 
Mstep: Class 6 contains 70841 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3044 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21578 members 
Mstep: Class 11 contains 108812 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 14 contains 39230 members 
Mstep: Class 15 contains 48038 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9444 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 23 contains 34571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034476.000000 Penalty: 42097.890625
Iteration 311Q: 21 clusters Score -5.403448e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56265 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2842 members 
Mstep: Class 6 contains 70842 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3044 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108818 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 14 contains 39233 members 
Mstep: Class 15 contains 48031 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9444 members 
Mstep: Class 21 contains 11787 members 
Mstep: Class 23 contains 34569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034476.000000 Penalty: 42097.890625
Iteration 312Q: 21 clusters Score -5.403448e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2842 members 
Mstep: Class 6 contains 70840 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3044 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21581 members 
Mstep: Class 11 contains 108825 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 14 contains 39237 members 
Mstep: Class 15 contains 48025 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9445 members 
Mstep: Class 21 contains 11787 members 
Mstep: Class 23 contains 34568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034488.000000 Penalty: 42097.890625
Iteration 313Q: 21 clusters Score -5.403449e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2842 members 
Mstep: Class 6 contains 70842 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21582 members 
Mstep: Class 11 contains 108819 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 14 contains 39242 members 
Mstep: Class 15 contains 48024 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9446 members 
Mstep: Class 21 contains 11787 members 
Mstep: Class 23 contains 34569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034488.000000 Penalty: 42097.890625
Iteration 314Q: 21 clusters Score -5.403449e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2842 members 
Mstep: Class 6 contains 70842 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21583 members 
Mstep: Class 11 contains 108820 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 14 contains 39246 members 
Mstep: Class 15 contains 48020 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9449 members 
Mstep: Class 21 contains 11787 members 
Mstep: Class 23 contains 34571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034480.000000 Penalty: 42097.890625
Iteration 315Q: 21 clusters Score -5.403448e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56246 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2842 members 
Mstep: Class 6 contains 70842 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21583 members 
Mstep: Class 11 contains 108816 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 14 contains 39250 members 
Mstep: Class 15 contains 48021 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9449 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 23 contains 34573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034448.000000 Penalty: 42097.890625
Iteration 316Q: 21 clusters Score -5.403445e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2842 members 
Mstep: Class 6 contains 70841 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21584 members 
Mstep: Class 11 contains 108816 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 14 contains 39253 members 
Mstep: Class 15 contains 48021 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9449 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 23 contains 34573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034460.000000 Penalty: 42097.890625
Iteration 317Q: 21 clusters Score -5.403446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2842 members 
Mstep: Class 6 contains 70844 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21583 members 
Mstep: Class 11 contains 108815 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 14 contains 39253 members 
Mstep: Class 15 contains 48021 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9449 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 23 contains 34574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034452.000000 Penalty: 42097.890625
Iteration 318Q: 21 clusters Score -5.403445e+07 nChanged 20
Entering ConstructFrom: 
Score: -54034452.000000 Penalty: 42097.890625
Entering ConstructFrom: 
Trying to split cluster 1 (56242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56242 members 
Entering Unmasked Estep 
Score: -7304130.000000 Penalty: 1777.330566
	Iteration 0F: 2 clusters Score -7304130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -7266577.000000 Penalty: 3554.661133
	Iteration 0F: 3 clusters Score -7266577 nChanged 26565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -7282165.000000 Penalty: 3554.661133
	Iteration 1F: 3 clusters Score -7282165 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -7282963.500000 Penalty: 3554.661133
	Iteration 2Q: 3 clusters Score -7282964 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -7284073.000000 Penalty: 3554.661133
	Iteration 3Q: 3 clusters Score -7284073 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -7285563.500000 Penalty: 3554.661133
	Iteration 4Q: 3 clusters Score -7285564 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -7287722.500000 Penalty: 3554.661133
	Iteration 5F: 3 clusters Score -7287722 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -7290357.500000 Penalty: 3554.661133
	Iteration 6F: 3 clusters Score -7290358 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -7292824.000000 Penalty: 3554.661133
	Iteration 7F: 3 clusters Score -7292824 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -7294331.000000 Penalty: 3554.661133
	Iteration 8Q: 3 clusters Score -7294331 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -7294945.500000 Penalty: 3554.661133
	Iteration 9Q: 3 clusters Score -7294946 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -7295333.000000 Penalty: 3554.661133
	Iteration 10Q: 3 clusters Score -7295333 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -7295693.500000 Penalty: 3554.661133
	Iteration 11Q: 3 clusters Score -7295694 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -7295982.000000 Penalty: 3554.661133
	Iteration 12Q: 3 clusters Score -7295982 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -7296342.500000 Penalty: 3554.661133
	Iteration 13Q: 3 clusters Score -7296342 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -7296728.000000 Penalty: 3554.661133
	Iteration 14Q: 3 clusters Score -7296728 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -7297135.500000 Penalty: 3554.661133
	Iteration 15Q: 3 clusters Score -7297136 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -7297621.500000 Penalty: 3554.661133
	Iteration 16Q: 3 clusters Score -7297622 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -7298132.500000 Penalty: 3554.661133
	Iteration 17Q: 3 clusters Score -7298132 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -7298648.500000 Penalty: 3554.661133
	Iteration 18Q: 3 clusters Score -7298648 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -7299175.000000 Penalty: 3554.661133
	Iteration 19Q: 3 clusters Score -7299175 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -7299656.500000 Penalty: 3554.661133
	Iteration 20F: 3 clusters Score -7299656 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -7300169.000000 Penalty: 3554.661133
	Iteration 21Q: 3 clusters Score -7300169 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -7300646.000000 Penalty: 3554.661133
	Iteration 22Q: 3 clusters Score -7300646 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -7301032.000000 Penalty: 3554.661133
	Iteration 23Q: 3 clusters Score -7301032 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -7301412.500000 Penalty: 3554.661133
	Iteration 24Q: 3 clusters Score -7301412 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -7301710.500000 Penalty: 3554.661133
	Iteration 25Q: 3 clusters Score -7301710 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -7301960.000000 Penalty: 3554.661133
	Iteration 26Q: 3 clusters Score -7301960 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -7302145.500000 Penalty: 3554.661133
	Iteration 27Q: 3 clusters Score -7302146 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -7302285.000000 Penalty: 3554.661133
	Iteration 28Q: 3 clusters Score -7302285 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -7302411.000000 Penalty: 3554.661133
	Iteration 29Q: 3 clusters Score -7302411 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -7302496.000000 Penalty: 3554.661133
	Iteration 30Q: 3 clusters Score -7302496 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 54896 members 
Entering Unmasked Estep 
Score: -7302548.000000 Penalty: 3554.661133
	Iteration 31Q: 3 clusters Score -7302548 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 55041 members 
Entering Unmasked Estep 
Score: -7302596.500000 Penalty: 3554.661133
	Iteration 32Q: 3 clusters Score -7302596 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -7302619.500000 Penalty: 3554.661133
	Iteration 33Q: 3 clusters Score -7302620 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -7302649.000000 Penalty: 3554.661133
	Iteration 34Q: 3 clusters Score -7302649 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 55302 members 
Entering Unmasked Estep 
Score: -7302675.500000 Penalty: 3554.661133
	Iteration 35Q: 3 clusters Score -7302676 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -7302695.500000 Penalty: 3554.661133
	Iteration 36Q: 3 clusters Score -7302696 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -7302703.000000 Penalty: 3554.661133
	Iteration 37Q: 3 clusters Score -7302703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -7302717.500000 Penalty: 3554.661133
	Iteration 38Q: 3 clusters Score -7302718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -7302738.000000 Penalty: 3554.661133
	Iteration 39Q: 3 clusters Score -7302738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 55474 members 
Entering Unmasked Estep 
Score: -7302735.000000 Penalty: 3554.661133
	Iteration 40F: 3 clusters Score -7302735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -7302738.500000 Penalty: 3554.661133
	Iteration 41Q: 3 clusters Score -7302738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -7302738.500000 Penalty: 3554.661133
	Iteration 42Q: 3 clusters Score -7302738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 55504 members 
Entering Unmasked Estep 
Score: -7302748.000000 Penalty: 3554.661133
	Iteration 43Q: 3 clusters Score -7302748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -7302755.000000 Penalty: 3554.661133
	Iteration 44Q: 3 clusters Score -7302755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 55522 members 
Entering Unmasked Estep 
Score: -7302753.000000 Penalty: 3554.661133
	Iteration 45Q: 3 clusters Score -7302753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -7302753.000000 Penalty: 3554.661133
	Iteration 46Q: 3 clusters Score -7302753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -7302753.500000 Penalty: 3554.661133
	Iteration 47Q: 3 clusters Score -7302754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -7302754.500000 Penalty: 3554.661133
	Iteration 48Q: 3 clusters Score -7302754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 55538 members 
Entering Unmasked Estep 
Score: -7302749.000000 Penalty: 3554.661133
	Iteration 49Q: 3 clusters Score -7302749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -7302754.000000 Penalty: 3554.661133
	Iteration 50Q: 3 clusters Score -7302754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -7302753.000000 Penalty: 3554.661133
	Iteration 51Q: 3 clusters Score -7302753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -7302761.500000 Penalty: 3554.661133
	Iteration 52Q: 3 clusters Score -7302762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -7302771.000000 Penalty: 3554.661133
	Iteration 53Q: 3 clusters Score -7302771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -7302766.500000 Penalty: 3554.661133
	Iteration 54Q: 3 clusters Score -7302766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -7302779.500000 Penalty: 3554.661133
	Iteration 55Q: 3 clusters Score -7302780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -7302778.000000 Penalty: 3554.661133
	Iteration 56Q: 3 clusters Score -7302778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -7302784.500000 Penalty: 3554.661133
	Iteration 57Q: 3 clusters Score -7302784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 55569 members 
Entering Unmasked Estep 
Score: -7302783.500000 Penalty: 3554.661133
	Iteration 58Q: 3 clusters Score -7302784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -7302786.500000 Penalty: 3554.661133
	Iteration 59Q: 3 clusters Score -7302786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -7302777.500000 Penalty: 3554.661133
	Iteration 60F: 3 clusters Score -7302778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 55573 members 
Entering Unmasked Estep 
Score: -7302777.500000 Penalty: 3554.661133
	Iteration 61Q: 3 clusters Score -7302778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 55573 members 
Entering Unmasked Estep 
Score: -7302777.500000 Penalty: 3554.661133
	Iteration 62F: 3 clusters Score -7302778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -51409.683594 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -51409.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50489.566406 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -50489.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -50562.113281 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -50562.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -50582.949219 Penalty: 1876.729248
	Iteration 2Q: 3 clusters Score -50582.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -50583.628906 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -50583.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -50583.628906 Penalty: 1876.729248
	Iteration 4F: 3 clusters Score -50583.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -67808.523438 Penalty: 1068.223022
	Iteration 0F: 2 clusters Score -67808.52 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 383 members 
Entering Unmasked Estep 
Score: -66594.015625 Penalty: 2136.446045
	Iteration 0F: 3 clusters Score -66594.02 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -66916.367188 Penalty: 2136.446045
	Iteration 1F: 3 clusters Score -66916.37 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -67117.937500 Penalty: 2136.446045
	Iteration 2F: 3 clusters Score -67117.94 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -67227.039062 Penalty: 2136.446045
	Iteration 3F: 3 clusters Score -67227.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -67322.835938 Penalty: 2136.446045
	Iteration 4F: 3 clusters Score -67322.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -67365.117188 Penalty: 2136.446045
	Iteration 5Q: 3 clusters Score -67365.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -67398.312500 Penalty: 2136.446045
	Iteration 6Q: 3 clusters Score -67398.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -67429.101562 Penalty: 2136.446045
	Iteration 7Q: 3 clusters Score -67429.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -67469.593750 Penalty: 2136.446045
	Iteration 8Q: 3 clusters Score -67469.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -67495.242188 Penalty: 2136.446045
	Iteration 9Q: 3 clusters Score -67495.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -67539.820312 Penalty: 2136.446045
	Iteration 10Q: 3 clusters Score -67539.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -67579.742188 Penalty: 2136.446045
	Iteration 11Q: 3 clusters Score -67579.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -67588.257812 Penalty: 2136.446045
	Iteration 12Q: 3 clusters Score -67588.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -67616.968750 Penalty: 2136.446045
	Iteration 13Q: 3 clusters Score -67616.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -67636.164062 Penalty: 2136.446045
	Iteration 14Q: 3 clusters Score -67636.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -67655.648438 Penalty: 2136.446045
	Iteration 15Q: 3 clusters Score -67655.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -67663.921875 Penalty: 2136.446045
	Iteration 16Q: 3 clusters Score -67663.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -67666.148438 Penalty: 2136.446045
	Iteration 17Q: 3 clusters Score -67666.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -67667.312500 Penalty: 2136.446045
	Iteration 18Q: 3 clusters Score -67667.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -67670.601562 Penalty: 2136.446045
	Iteration 19Q: 3 clusters Score -67670.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -67678.757812 Penalty: 2136.446045
	Iteration 20F: 3 clusters Score -67678.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -67706.632812 Penalty: 2136.446045
	Iteration 21Q: 3 clusters Score -67706.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -67747.914062 Penalty: 2136.446045
	Iteration 22Q: 3 clusters Score -67747.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -67759.179688 Penalty: 2136.446045
	Iteration 23Q: 3 clusters Score -67759.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -67765.664062 Penalty: 2136.446045
	Iteration 24Q: 3 clusters Score -67765.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -67769.015625 Penalty: 2136.446045
	Iteration 25Q: 3 clusters Score -67769.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -67770.765625 Penalty: 2136.446045
	Iteration 26Q: 3 clusters Score -67770.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -67770.765625 Penalty: 2136.446045
	Iteration 27F: 3 clusters Score -67770.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -75433.789062 Penalty: 1059.840088
	Iteration 0F: 2 clusters Score -75433.79 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 346 members 
Entering Unmasked Estep 
Score: -74264.570312 Penalty: 2119.680176
	Iteration 0F: 3 clusters Score -74264.57 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -74471.500000 Penalty: 2119.680176
	Iteration 1F: 3 clusters Score -74471.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -74552.023438 Penalty: 2119.680176
	Iteration 2F: 3 clusters Score -74552.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -74584.976562 Penalty: 2119.680176
	Iteration 3Q: 3 clusters Score -74584.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -74633.015625 Penalty: 2119.680176
	Iteration 4Q: 3 clusters Score -74633.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -74666.804688 Penalty: 2119.680176
	Iteration 5Q: 3 clusters Score -74666.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -74722.992188 Penalty: 2119.680176
	Iteration 6Q: 3 clusters Score -74722.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -74832.820312 Penalty: 2119.680176
	Iteration 7Q: 3 clusters Score -74832.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -74923.882812 Penalty: 2119.680176
	Iteration 8F: 3 clusters Score -74923.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -74999.953125 Penalty: 2119.680176
	Iteration 9Q: 3 clusters Score -74999.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -75084.921875 Penalty: 2119.680176
	Iteration 10Q: 3 clusters Score -75084.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -75180.984375 Penalty: 2119.680176
	Iteration 11Q: 3 clusters Score -75180.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75241.375000 Penalty: 2119.680176
	Iteration 12Q: 3 clusters Score -75241.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -75299.890625 Penalty: 2119.680176
	Iteration 13Q: 3 clusters Score -75299.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -75324.101562 Penalty: 2119.680176
	Iteration 14Q: 3 clusters Score -75324.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -75346.343750 Penalty: 2119.680176
	Iteration 15Q: 3 clusters Score -75346.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -75363.343750 Penalty: 2119.680176
	Iteration 16Q: 3 clusters Score -75363.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -75381.914062 Penalty: 2119.680176
	Iteration 17Q: 3 clusters Score -75381.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75394.328125 Penalty: 2119.680176
	Iteration 18Q: 3 clusters Score -75394.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -75409.039062 Penalty: 2119.680176
	Iteration 19Q: 3 clusters Score -75409.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75427.976562 Penalty: 2119.680176
	Iteration 20F: 3 clusters Score -75427.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -75440.843750 Penalty: 2119.680176
	Iteration 21Q: 3 clusters Score -75440.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -75456.039062 Penalty: 2119.680176
	Iteration 22Q: 3 clusters Score -75456.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -75476.367188 Penalty: 2119.680176
	Iteration 23Q: 3 clusters Score -75476.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -75487.531250 Penalty: 2119.680176
	Iteration 24Q: 3 clusters Score -75487.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75504.312500 Penalty: 2119.680176
	Iteration 25Q: 3 clusters Score -75504.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75517.945312 Penalty: 2119.680176
	Iteration 26Q: 3 clusters Score -75517.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75540.031250 Penalty: 2119.680176
	Iteration 27Q: 3 clusters Score -75540.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75550.273438 Penalty: 2119.680176
	Iteration 28Q: 3 clusters Score -75550.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75556.367188 Penalty: 2119.680176
	Iteration 29Q: 3 clusters Score -75556.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -75559.531250 Penalty: 2119.680176
	Iteration 30Q: 3 clusters Score -75559.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -75559.531250 Penalty: 2119.680176
	Iteration 31F: 3 clusters Score -75559.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 369 members 
Mstep: Class 5 contains 2842 members 
Mstep: Class 6 contains 70844 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21582 members 
Mstep: Class 11 contains 108812 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 13 contains 311 members 
Mstep: Class 14 contains 39253 members 
Mstep: Class 15 contains 48024 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9448 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 23 contains 34575 members 
Entering Unmasked Estep 
Score: -54033544.000000 Penalty: 44202.781250
Splitting cluster 4 changes total score from -54034452.000000 to -54033544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Entering Unmasked Estep 
Score: -369387.250000 Penalty: 1292.242798
	Iteration 0F: 2 clusters Score -369387.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -366747.750000 Penalty: 2584.485596
	Iteration 0F: 3 clusters Score -366747.8 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -367398.531250 Penalty: 2584.485596
	Iteration 1F: 3 clusters Score -367398.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -367540.593750 Penalty: 2584.485596
	Iteration 2F: 3 clusters Score -367540.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -367614.468750 Penalty: 2584.485596
	Iteration 3F: 3 clusters Score -367614.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -367656.375000 Penalty: 2584.485596
	Iteration 4Q: 3 clusters Score -367656.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -367691.437500 Penalty: 2584.485596
	Iteration 5Q: 3 clusters Score -367691.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -367720.656250 Penalty: 2584.485596
	Iteration 6Q: 3 clusters Score -367720.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -367738.625000 Penalty: 2584.485596
	Iteration 7Q: 3 clusters Score -367738.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -367748.125000 Penalty: 2584.485596
	Iteration 8Q: 3 clusters Score -367748.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -367753.812500 Penalty: 2584.485596
	Iteration 9Q: 3 clusters Score -367753.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -367758.187500 Penalty: 2584.485596
	Iteration 10Q: 3 clusters Score -367758.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -367761.437500 Penalty: 2584.485596
	Iteration 11Q: 3 clusters Score -367761.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -367763.187500 Penalty: 2584.485596
	Iteration 12Q: 3 clusters Score -367763.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -367766.656250 Penalty: 2584.485596
	Iteration 13Q: 3 clusters Score -367766.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -367771.968750 Penalty: 2584.485596
	Iteration 14Q: 3 clusters Score -367772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -367776.968750 Penalty: 2584.485596
	Iteration 15Q: 3 clusters Score -367777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -367785.281250 Penalty: 2584.485596
	Iteration 16Q: 3 clusters Score -367785.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -367789.062500 Penalty: 2584.485596
	Iteration 17Q: 3 clusters Score -367789.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -367792.812500 Penalty: 2584.485596
	Iteration 18Q: 3 clusters Score -367792.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -367798.937500 Penalty: 2584.485596
	Iteration 19Q: 3 clusters Score -367798.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -367803.812500 Penalty: 2584.485596
	Iteration 20F: 3 clusters Score -367803.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -367808.312500 Penalty: 2584.485596
	Iteration 21Q: 3 clusters Score -367808.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -367809.156250 Penalty: 2584.485596
	Iteration 22Q: 3 clusters Score -367809.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -367810.187500 Penalty: 2584.485596
	Iteration 23Q: 3 clusters Score -367810.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -367810.906250 Penalty: 2584.485596
	Iteration 24Q: 3 clusters Score -367810.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -367812.406250 Penalty: 2584.485596
	Iteration 25Q: 3 clusters Score -367812.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -367813.406250 Penalty: 2584.485596
	Iteration 26Q: 3 clusters Score -367813.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -367814.625000 Penalty: 2584.485596
	Iteration 27Q: 3 clusters Score -367814.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -367815.062500 Penalty: 2584.485596
	Iteration 28Q: 3 clusters Score -367815.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -367815.312500 Penalty: 2584.485596
	Iteration 29Q: 3 clusters Score -367815.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -367816.343750 Penalty: 2584.485596
	Iteration 30Q: 3 clusters Score -367816.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -367816.343750 Penalty: 2584.485596
	Iteration 31F: 3 clusters Score -367816.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Entering Unmasked Estep 
Score: -9277710.000000 Penalty: 1814.838257
	Iteration 0F: 2 clusters Score -9277710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -9233521.000000 Penalty: 3629.676514
	Iteration 0F: 3 clusters Score -9233521 nChanged 33904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -9252928.000000 Penalty: 3629.676514
	Iteration 1F: 3 clusters Score -9252928 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -9253405.000000 Penalty: 3629.676514
	Iteration 2Q: 3 clusters Score -9253405 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -9254005.000000 Penalty: 3629.676514
	Iteration 3Q: 3 clusters Score -9254005 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -9254684.000000 Penalty: 3629.676514
	Iteration 4Q: 3 clusters Score -9254684 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -9255492.000000 Penalty: 3629.676514
	Iteration 5Q: 3 clusters Score -9255492 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -9256288.000000 Penalty: 3629.676514
	Iteration 6Q: 3 clusters Score -9256288 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -9257114.000000 Penalty: 3629.676514
	Iteration 7Q: 3 clusters Score -9257114 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -9257990.000000 Penalty: 3629.676514
	Iteration 8Q: 3 clusters Score -9257990 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -9259118.000000 Penalty: 3629.676514
	Iteration 9Q: 3 clusters Score -9259118 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -9260482.000000 Penalty: 3629.676514
	Iteration 10Q: 3 clusters Score -9260482 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -9262125.000000 Penalty: 3629.676514
	Iteration 11Q: 3 clusters Score -9262125 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -9263914.000000 Penalty: 3629.676514
	Iteration 12Q: 3 clusters Score -9263914 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -9265972.000000 Penalty: 3629.676514
	Iteration 13Q: 3 clusters Score -9265972 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -9267429.000000 Penalty: 3629.676514
	Iteration 14Q: 3 clusters Score -9267429 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -9268318.000000 Penalty: 3629.676514
	Iteration 15Q: 3 clusters Score -9268318 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -9268884.000000 Penalty: 3629.676514
	Iteration 16Q: 3 clusters Score -9268884 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51594 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -9269313.000000 Penalty: 3629.676514
	Iteration 17Q: 3 clusters Score -9269313 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -9269737.000000 Penalty: 3629.676514
	Iteration 18Q: 3 clusters Score -9269737 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -9270113.000000 Penalty: 3629.676514
	Iteration 19Q: 3 clusters Score -9270113 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56491 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -9270597.000000 Penalty: 3629.676514
	Iteration 20F: 3 clusters Score -9270597 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -9271104.000000 Penalty: 3629.676514
	Iteration 21Q: 3 clusters Score -9271104 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -9271619.000000 Penalty: 3629.676514
	Iteration 22Q: 3 clusters Score -9271619 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61698 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -9272236.000000 Penalty: 3629.676514
	Iteration 23Q: 3 clusters Score -9272236 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63292 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -9272771.000000 Penalty: 3629.676514
	Iteration 24Q: 3 clusters Score -9272771 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64751 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -9273267.000000 Penalty: 3629.676514
	Iteration 25Q: 3 clusters Score -9273267 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66024 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -9273799.000000 Penalty: 3629.676514
	Iteration 26Q: 3 clusters Score -9273799 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67064 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -9274257.000000 Penalty: 3629.676514
	Iteration 27Q: 3 clusters Score -9274257 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67931 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -9274724.000000 Penalty: 3629.676514
	Iteration 28Q: 3 clusters Score -9274724 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68569 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -9275082.000000 Penalty: 3629.676514
	Iteration 29Q: 3 clusters Score -9275082 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69029 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -9275347.000000 Penalty: 3629.676514
	Iteration 30Q: 3 clusters Score -9275347 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69360 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -9275552.000000 Penalty: 3629.676514
	Iteration 31Q: 3 clusters Score -9275552 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69602 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9275710.000000 Penalty: 3629.676514
	Iteration 32Q: 3 clusters Score -9275710 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69781 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -9275824.000000 Penalty: 3629.676514
	Iteration 33Q: 3 clusters Score -9275824 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69907 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -9275880.000000 Penalty: 3629.676514
	Iteration 34Q: 3 clusters Score -9275880 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69990 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -9275930.000000 Penalty: 3629.676514
	Iteration 35Q: 3 clusters Score -9275930 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70050 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9275954.000000 Penalty: 3629.676514
	Iteration 36Q: 3 clusters Score -9275954 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70102 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9275986.000000 Penalty: 3629.676514
	Iteration 37Q: 3 clusters Score -9275986 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70140 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9275983.000000 Penalty: 3629.676514
	Iteration 38Q: 3 clusters Score -9275983 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70172 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9276015.000000 Penalty: 3629.676514
	Iteration 39Q: 3 clusters Score -9276015 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70188 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9276030.000000 Penalty: 3629.676514
	Iteration 40F: 3 clusters Score -9276030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70204 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9276027.000000 Penalty: 3629.676514
	Iteration 41Q: 3 clusters Score -9276027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70220 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9276024.000000 Penalty: 3629.676514
	Iteration 42Q: 3 clusters Score -9276024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70233 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -9276037.000000 Penalty: 3629.676514
	Iteration 43Q: 3 clusters Score -9276037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70240 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9276052.000000 Penalty: 3629.676514
	Iteration 44Q: 3 clusters Score -9276052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70244 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9276047.000000 Penalty: 3629.676514
	Iteration 45Q: 3 clusters Score -9276047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70248 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9276044.000000 Penalty: 3629.676514
	Iteration 46Q: 3 clusters Score -9276044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70253 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9276049.000000 Penalty: 3629.676514
	Iteration 47Q: 3 clusters Score -9276049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70255 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9276046.000000 Penalty: 3629.676514
	Iteration 48Q: 3 clusters Score -9276046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70255 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9276046.000000 Penalty: 3629.676514
	Iteration 49Q: 3 clusters Score -9276046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70256 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9276052.000000 Penalty: 3629.676514
	Iteration 50Q: 3 clusters Score -9276052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70257 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9276052.000000 Penalty: 3629.676514
	Iteration 51Q: 3 clusters Score -9276052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70257 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9276048.000000 Penalty: 3629.676514
	Iteration 52Q: 3 clusters Score -9276048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9276052.000000 Penalty: 3629.676514
	Iteration 53Q: 3 clusters Score -9276052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9276052.000000 Penalty: 3629.676514
	Iteration 54F: 3 clusters Score -9276052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -119894.484375 Penalty: 1115.707275
	Iteration 0F: 2 clusters Score -119894.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -118488.085938 Penalty: 2231.414551
	Iteration 0F: 3 clusters Score -118488.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -118724.062500 Penalty: 2231.414551
	Iteration 1F: 3 clusters Score -118724.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -118788.585938 Penalty: 2231.414551
	Iteration 2F: 3 clusters Score -118788.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -118816.546875 Penalty: 2231.414551
	Iteration 3Q: 3 clusters Score -118816.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -118832.132812 Penalty: 2231.414551
	Iteration 4Q: 3 clusters Score -118832.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -118840.703125 Penalty: 2231.414551
	Iteration 5Q: 3 clusters Score -118840.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -118846.359375 Penalty: 2231.414551
	Iteration 6Q: 3 clusters Score -118846.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -118848.453125 Penalty: 2231.414551
	Iteration 7Q: 3 clusters Score -118848.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -118851.093750 Penalty: 2231.414551
	Iteration 8Q: 3 clusters Score -118851.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -118851.726562 Penalty: 2231.414551
	Iteration 9Q: 3 clusters Score -118851.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -118851.726562 Penalty: 2231.414551
	Iteration 10F: 3 clusters Score -118851.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -396504.937500 Penalty: 1303.454224
	Iteration 0F: 2 clusters Score -396504.9 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 1560 members 
Entering Unmasked Estep 
Score: -393747.843750 Penalty: 2606.908447
	Iteration 0F: 3 clusters Score -393747.8 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -394393.375000 Penalty: 2606.908447
	Iteration 1F: 3 clusters Score -394393.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -394534.312500 Penalty: 2606.908447
	Iteration 2F: 3 clusters Score -394534.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -394621.406250 Penalty: 2606.908447
	Iteration 3F: 3 clusters Score -394621.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -394688.937500 Penalty: 2606.908447
	Iteration 4Q: 3 clusters Score -394688.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -394741.156250 Penalty: 2606.908447
	Iteration 5Q: 3 clusters Score -394741.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -394776.531250 Penalty: 2606.908447
	Iteration 6Q: 3 clusters Score -394776.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -394796.531250 Penalty: 2606.908447
	Iteration 7Q: 3 clusters Score -394796.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -394821.625000 Penalty: 2606.908447
	Iteration 8Q: 3 clusters Score -394821.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -394850.031250 Penalty: 2606.908447
	Iteration 9Q: 3 clusters Score -394850 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -394876.312500 Penalty: 2606.908447
	Iteration 10Q: 3 clusters Score -394876.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -394895.250000 Penalty: 2606.908447
	Iteration 11Q: 3 clusters Score -394895.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -394910.000000 Penalty: 2606.908447
	Iteration 12Q: 3 clusters Score -394910 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -394929.500000 Penalty: 2606.908447
	Iteration 13Q: 3 clusters Score -394929.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -394945.968750 Penalty: 2606.908447
	Iteration 14Q: 3 clusters Score -394946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -394959.343750 Penalty: 2606.908447
	Iteration 15Q: 3 clusters Score -394959.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -394974.468750 Penalty: 2606.908447
	Iteration 16Q: 3 clusters Score -394974.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -394992.687500 Penalty: 2606.908447
	Iteration 17Q: 3 clusters Score -394992.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -395012.781250 Penalty: 2606.908447
	Iteration 18Q: 3 clusters Score -395012.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -395034.843750 Penalty: 2606.908447
	Iteration 19Q: 3 clusters Score -395034.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -395057.437500 Penalty: 2606.908447
	Iteration 20F: 3 clusters Score -395057.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -395079.312500 Penalty: 2606.908447
	Iteration 21Q: 3 clusters Score -395079.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -395097.281250 Penalty: 2606.908447
	Iteration 22Q: 3 clusters Score -395097.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -395117.625000 Penalty: 2606.908447
	Iteration 23Q: 3 clusters Score -395117.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -395132.718750 Penalty: 2606.908447
	Iteration 24Q: 3 clusters Score -395132.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -395146.656250 Penalty: 2606.908447
	Iteration 25Q: 3 clusters Score -395146.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -395161.343750 Penalty: 2606.908447
	Iteration 26Q: 3 clusters Score -395161.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -395172.218750 Penalty: 2606.908447
	Iteration 27Q: 3 clusters Score -395172.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -395180.062500 Penalty: 2606.908447
	Iteration 28Q: 3 clusters Score -395180.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -395189.250000 Penalty: 2606.908447
	Iteration 29Q: 3 clusters Score -395189.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -395197.687500 Penalty: 2606.908447
	Iteration 30Q: 3 clusters Score -395197.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -395201.843750 Penalty: 2606.908447
	Iteration 31Q: 3 clusters Score -395201.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -395206.468750 Penalty: 2606.908447
	Iteration 32Q: 3 clusters Score -395206.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -395212.156250 Penalty: 2606.908447
	Iteration 33Q: 3 clusters Score -395212.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -395218.250000 Penalty: 2606.908447
	Iteration 34Q: 3 clusters Score -395218.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -395225.656250 Penalty: 2606.908447
	Iteration 35Q: 3 clusters Score -395225.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -395230.843750 Penalty: 2606.908447
	Iteration 36Q: 3 clusters Score -395230.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -395233.875000 Penalty: 2606.908447
	Iteration 37Q: 3 clusters Score -395233.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -395235.718750 Penalty: 2606.908447
	Iteration 38Q: 3 clusters Score -395235.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -395238.375000 Penalty: 2606.908447
	Iteration 39Q: 3 clusters Score -395238.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -395240.750000 Penalty: 2606.908447
	Iteration 40F: 3 clusters Score -395240.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -395240.687500 Penalty: 2606.908447
	Iteration 41Q: 3 clusters Score -395240.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -395240.687500 Penalty: 2606.908447
	Iteration 42F: 3 clusters Score -395240.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -27918.966797 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -27918.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27078.839844 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -27078.84 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27497.439453 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -27497.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27575.458984 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -27575.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27590.767578 Penalty: 1937.326660
	Iteration 3Q: 3 clusters Score -27590.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27608.982422 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -27608.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -27639.207031 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -27639.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27664.025391 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -27664.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27675.306641 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -27675.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27686.851562 Penalty: 1937.326660
	Iteration 8Q: 3 clusters Score -27686.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27703.845703 Penalty: 1937.326660
	Iteration 9Q: 3 clusters Score -27703.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27718.609375 Penalty: 1937.326660
	Iteration 10Q: 3 clusters Score -27718.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27730.535156 Penalty: 1937.326660
	Iteration 11Q: 3 clusters Score -27730.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27746.279297 Penalty: 1937.326660
	Iteration 12Q: 3 clusters Score -27746.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27757.912109 Penalty: 1937.326660
	Iteration 13Q: 3 clusters Score -27757.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27760.552734 Penalty: 1937.326660
	Iteration 14Q: 3 clusters Score -27760.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27760.552734 Penalty: 1937.326660
	Iteration 15F: 3 clusters Score -27760.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Entering Unmasked Estep 
Score: -2824663.250000 Penalty: 1621.687500
	Iteration 0F: 2 clusters Score -2824663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2809987.500000 Penalty: 3243.375000
	Iteration 0F: 3 clusters Score -2809988 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2815395.500000 Penalty: 3243.375000
	Iteration 1F: 3 clusters Score -2815396 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2815842.000000 Penalty: 3243.375000
	Iteration 2F: 3 clusters Score -2815842 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2816349.000000 Penalty: 3243.375000
	Iteration 3Q: 3 clusters Score -2816349 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2817017.500000 Penalty: 3243.375000
	Iteration 4F: 3 clusters Score -2817018 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2817960.750000 Penalty: 3243.375000
	Iteration 5F: 3 clusters Score -2817961 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2819036.000000 Penalty: 3243.375000
	Iteration 6F: 3 clusters Score -2819036 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2820022.250000 Penalty: 3243.375000
	Iteration 7F: 3 clusters Score -2820022 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2820835.250000 Penalty: 3243.375000
	Iteration 8Q: 3 clusters Score -2820835 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2821399.000000 Penalty: 3243.375000
	Iteration 9Q: 3 clusters Score -2821399 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2821774.750000 Penalty: 3243.375000
	Iteration 10Q: 3 clusters Score -2821775 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2822087.000000 Penalty: 3243.375000
	Iteration 11Q: 3 clusters Score -2822087 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2822324.250000 Penalty: 3243.375000
	Iteration 12Q: 3 clusters Score -2822324 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2822503.500000 Penalty: 3243.375000
	Iteration 13Q: 3 clusters Score -2822504 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2822652.250000 Penalty: 3243.375000
	Iteration 14Q: 3 clusters Score -2822652 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2822758.000000 Penalty: 3243.375000
	Iteration 15Q: 3 clusters Score -2822758 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2822845.250000 Penalty: 3243.375000
	Iteration 16Q: 3 clusters Score -2822845 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2822917.500000 Penalty: 3243.375000
	Iteration 17Q: 3 clusters Score -2822918 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2822979.750000 Penalty: 3243.375000
	Iteration 18Q: 3 clusters Score -2822980 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2823014.500000 Penalty: 3243.375000
	Iteration 19Q: 3 clusters Score -2823014 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2823053.500000 Penalty: 3243.375000
	Iteration 20F: 3 clusters Score -2823054 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2823089.500000 Penalty: 3243.375000
	Iteration 21Q: 3 clusters Score -2823090 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2823127.750000 Penalty: 3243.375000
	Iteration 22Q: 3 clusters Score -2823128 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2823158.750000 Penalty: 3243.375000
	Iteration 23Q: 3 clusters Score -2823159 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2823189.750000 Penalty: 3243.375000
	Iteration 24Q: 3 clusters Score -2823190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2823205.750000 Penalty: 3243.375000
	Iteration 25Q: 3 clusters Score -2823206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2823212.750000 Penalty: 3243.375000
	Iteration 26Q: 3 clusters Score -2823213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2823214.750000 Penalty: 3243.375000
	Iteration 27Q: 3 clusters Score -2823215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2823219.250000 Penalty: 3243.375000
	Iteration 28Q: 3 clusters Score -2823219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2823232.000000 Penalty: 3243.375000
	Iteration 29Q: 3 clusters Score -2823232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2823237.750000 Penalty: 3243.375000
	Iteration 30Q: 3 clusters Score -2823238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2823245.500000 Penalty: 3243.375000
	Iteration 31Q: 3 clusters Score -2823246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2823257.750000 Penalty: 3243.375000
	Iteration 32Q: 3 clusters Score -2823258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2823255.750000 Penalty: 3243.375000
	Iteration 33Q: 3 clusters Score -2823256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2823258.000000 Penalty: 3243.375000
	Iteration 34Q: 3 clusters Score -2823258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2823262.750000 Penalty: 3243.375000
	Iteration 35Q: 3 clusters Score -2823263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2823267.000000 Penalty: 3243.375000
	Iteration 36Q: 3 clusters Score -2823267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2823272.000000 Penalty: 3243.375000
	Iteration 37Q: 3 clusters Score -2823272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2823279.250000 Penalty: 3243.375000
	Iteration 38Q: 3 clusters Score -2823279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2823277.500000 Penalty: 3243.375000
	Iteration 39Q: 3 clusters Score -2823278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2823278.000000 Penalty: 3243.375000
	Iteration 40F: 3 clusters Score -2823278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2823284.500000 Penalty: 3243.375000
	Iteration 41Q: 3 clusters Score -2823284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2823283.750000 Penalty: 3243.375000
	Iteration 42Q: 3 clusters Score -2823284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2823286.500000 Penalty: 3243.375000
	Iteration 43Q: 3 clusters Score -2823286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2823286.250000 Penalty: 3243.375000
	Iteration 44Q: 3 clusters Score -2823286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2823288.750000 Penalty: 3243.375000
	Iteration 45Q: 3 clusters Score -2823289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2823292.750000 Penalty: 3243.375000
	Iteration 46Q: 3 clusters Score -2823293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2823291.500000 Penalty: 3243.375000
	Iteration 47Q: 3 clusters Score -2823292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2823292.750000 Penalty: 3243.375000
	Iteration 48Q: 3 clusters Score -2823293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2823294.500000 Penalty: 3243.375000
	Iteration 49Q: 3 clusters Score -2823294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2823300.750000 Penalty: 3243.375000
	Iteration 50Q: 3 clusters Score -2823301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2823301.000000 Penalty: 3243.375000
	Iteration 51Q: 3 clusters Score -2823301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2823314.000000 Penalty: 3243.375000
	Iteration 52Q: 3 clusters Score -2823314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2823311.250000 Penalty: 3243.375000
	Iteration 53Q: 3 clusters Score -2823311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2823311.750000 Penalty: 3243.375000
	Iteration 54Q: 3 clusters Score -2823312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2823312.250000 Penalty: 3243.375000
	Iteration 55Q: 3 clusters Score -2823312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2823314.000000 Penalty: 3243.375000
	Iteration 56Q: 3 clusters Score -2823314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2823314.750000 Penalty: 3243.375000
	Iteration 57Q: 3 clusters Score -2823315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2823314.750000 Penalty: 3243.375000
	Iteration 58F: 3 clusters Score -2823315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (108812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108812 members 
Entering Unmasked Estep 
Score: -14044381.000000 Penalty: 1884.573730
	Iteration 0F: 2 clusters Score -1.404438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 54476 members 
Entering Unmasked Estep 
Score: -13974427.000000 Penalty: 3769.147461
	Iteration 0F: 3 clusters Score -1.397443e+07 nChanged 51903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52923 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -14004463.000000 Penalty: 3769.147461
	Iteration 1F: 3 clusters Score -1.400446e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52166 members 
Mstep: Class 2 contains 56646 members 
Entering Unmasked Estep 
Score: -14005146.000000 Penalty: 3769.147461
	Iteration 2Q: 3 clusters Score -1.400515e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 57769 members 
Entering Unmasked Estep 
Score: -14005831.000000 Penalty: 3769.147461
	Iteration 3Q: 3 clusters Score -1.400583e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 59499 members 
Entering Unmasked Estep 
Score: -14006618.000000 Penalty: 3769.147461
	Iteration 4Q: 3 clusters Score -1.400662e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 62119 members 
Entering Unmasked Estep 
Score: -14008038.000000 Penalty: 3769.147461
	Iteration 5Q: 3 clusters Score -1.400804e+07 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -14009835.000000 Penalty: 3769.147461
	Iteration 6Q: 3 clusters Score -1.400984e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 71414 members 
Entering Unmasked Estep 
Score: -14013040.000000 Penalty: 3769.147461
	Iteration 7F: 3 clusters Score -1.401304e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 78581 members 
Entering Unmasked Estep 
Score: -14017882.000000 Penalty: 3769.147461
	Iteration 8F: 3 clusters Score -1.401788e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 86805 members 
Entering Unmasked Estep 
Score: -14024046.000000 Penalty: 3769.147461
	Iteration 9F: 3 clusters Score -1.402405e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 94707 members 
Entering Unmasked Estep 
Score: -14031420.000000 Penalty: 3769.147461
	Iteration 10F: 3 clusters Score -1.403142e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 101088 members 
Entering Unmasked Estep 
Score: -14038253.000000 Penalty: 3769.147461
	Iteration 11F: 3 clusters Score -1.403825e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 105339 members 
Entering Unmasked Estep 
Score: -14041367.000000 Penalty: 3769.147461
	Iteration 12Q: 3 clusters Score -1.404137e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 107335 members 
Entering Unmasked Estep 
Score: -14042220.000000 Penalty: 3769.147461
	Iteration 13Q: 3 clusters Score -1.404222e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 108099 members 
Entering Unmasked Estep 
Score: -14042561.000000 Penalty: 3769.147461
	Iteration 14Q: 3 clusters Score -1.404256e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 108378 members 
Entering Unmasked Estep 
Score: -14042747.000000 Penalty: 3769.147461
	Iteration 15Q: 3 clusters Score -1.404275e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 108472 members 
Entering Unmasked Estep 
Score: -14042794.000000 Penalty: 3769.147461
	Iteration 16Q: 3 clusters Score -1.404279e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 108514 members 
Entering Unmasked Estep 
Score: -14042834.000000 Penalty: 3769.147461
	Iteration 17Q: 3 clusters Score -1.404283e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 108529 members 
Entering Unmasked Estep 
Score: -14042861.000000 Penalty: 3769.147461
	Iteration 18Q: 3 clusters Score -1.404286e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 108533 members 
Entering Unmasked Estep 
Score: -14042871.000000 Penalty: 3769.147461
	Iteration 19Q: 3 clusters Score -1.404287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 108540 members 
Entering Unmasked Estep 
Score: -14042879.000000 Penalty: 3769.147461
	Iteration 20F: 3 clusters Score -1.404288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 108546 members 
Entering Unmasked Estep 
Score: -14042887.000000 Penalty: 3769.147461
	Iteration 21Q: 3 clusters Score -1.404289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 108549 members 
Entering Unmasked Estep 
Score: -14042883.000000 Penalty: 3769.147461
	Iteration 22Q: 3 clusters Score -1.404288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 108549 members 
Entering Unmasked Estep 
Score: -14042888.000000 Penalty: 3769.147461
	Iteration 23Q: 3 clusters Score -1.404289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 108549 members 
Entering Unmasked Estep 
Score: -14042888.000000 Penalty: 3769.147461
	Iteration 24F: 3 clusters Score -1.404289e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Entering Unmasked Estep 
Score: -1367198.625000 Penalty: 1510.758789
	Iteration 0F: 2 clusters Score -1367199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1359450.750000 Penalty: 3021.517578
	Iteration 0F: 3 clusters Score -1359451 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1361920.750000 Penalty: 3021.517578
	Iteration 1F: 3 clusters Score -1361921 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1362146.500000 Penalty: 3021.517578
	Iteration 2F: 3 clusters Score -1362146 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1362311.500000 Penalty: 3021.517578
	Iteration 3Q: 3 clusters Score -1362312 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1362456.000000 Penalty: 3021.517578
	Iteration 4Q: 3 clusters Score -1362456 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1362576.750000 Penalty: 3021.517578
	Iteration 5Q: 3 clusters Score -1362577 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1362685.500000 Penalty: 3021.517578
	Iteration 6Q: 3 clusters Score -1362686 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1362801.750000 Penalty: 3021.517578
	Iteration 7Q: 3 clusters Score -1362802 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1362913.250000 Penalty: 3021.517578
	Iteration 8Q: 3 clusters Score -1362913 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1363026.000000 Penalty: 3021.517578
	Iteration 9Q: 3 clusters Score -1363026 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1363144.500000 Penalty: 3021.517578
	Iteration 10Q: 3 clusters Score -1363144 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1363279.625000 Penalty: 3021.517578
	Iteration 11Q: 3 clusters Score -1363280 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1363438.625000 Penalty: 3021.517578
	Iteration 12Q: 3 clusters Score -1363439 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1363603.875000 Penalty: 3021.517578
	Iteration 13Q: 3 clusters Score -1363604 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1363771.500000 Penalty: 3021.517578
	Iteration 14Q: 3 clusters Score -1363772 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1363959.375000 Penalty: 3021.517578
	Iteration 15Q: 3 clusters Score -1363959 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1364143.250000 Penalty: 3021.517578
	Iteration 16Q: 3 clusters Score -1364143 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1364310.875000 Penalty: 3021.517578
	Iteration 17Q: 3 clusters Score -1364311 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1364421.375000 Penalty: 3021.517578
	Iteration 18Q: 3 clusters Score -1364421 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1364493.500000 Penalty: 3021.517578
	Iteration 19Q: 3 clusters Score -1364494 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1364545.125000 Penalty: 3021.517578
	Iteration 20F: 3 clusters Score -1364545 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1364591.750000 Penalty: 3021.517578
	Iteration 21Q: 3 clusters Score -1364592 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1364632.875000 Penalty: 3021.517578
	Iteration 22Q: 3 clusters Score -1364633 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1364666.875000 Penalty: 3021.517578
	Iteration 23Q: 3 clusters Score -1364667 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1364705.000000 Penalty: 3021.517578
	Iteration 24Q: 3 clusters Score -1364705 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1364739.750000 Penalty: 3021.517578
	Iteration 25Q: 3 clusters Score -1364740 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1364782.875000 Penalty: 3021.517578
	Iteration 26Q: 3 clusters Score -1364783 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1364835.250000 Penalty: 3021.517578
	Iteration 27Q: 3 clusters Score -1364835 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1364864.750000 Penalty: 3021.517578
	Iteration 28Q: 3 clusters Score -1364865 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1364899.250000 Penalty: 3021.517578
	Iteration 29Q: 3 clusters Score -1364899 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1364935.000000 Penalty: 3021.517578
	Iteration 30Q: 3 clusters Score -1364935 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1364972.125000 Penalty: 3021.517578
	Iteration 31Q: 3 clusters Score -1364972 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1365013.750000 Penalty: 3021.517578
	Iteration 32Q: 3 clusters Score -1365014 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1365042.250000 Penalty: 3021.517578
	Iteration 33Q: 3 clusters Score -1365042 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1365071.250000 Penalty: 3021.517578
	Iteration 34Q: 3 clusters Score -1365071 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1365094.750000 Penalty: 3021.517578
	Iteration 35Q: 3 clusters Score -1365095 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1365123.875000 Penalty: 3021.517578
	Iteration 36Q: 3 clusters Score -1365124 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1365157.625000 Penalty: 3021.517578
	Iteration 37Q: 3 clusters Score -1365158 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1365189.250000 Penalty: 3021.517578
	Iteration 38Q: 3 clusters Score -1365189 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1365208.875000 Penalty: 3021.517578
	Iteration 39Q: 3 clusters Score -1365209 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1365245.250000 Penalty: 3021.517578
	Iteration 40F: 3 clusters Score -1365245 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1365277.625000 Penalty: 3021.517578
	Iteration 41Q: 3 clusters Score -1365278 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1365310.250000 Penalty: 3021.517578
	Iteration 42Q: 3 clusters Score -1365310 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1365326.500000 Penalty: 3021.517578
	Iteration 43Q: 3 clusters Score -1365326 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1365347.000000 Penalty: 3021.517578
	Iteration 44Q: 3 clusters Score -1365347 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1365367.125000 Penalty: 3021.517578
	Iteration 45Q: 3 clusters Score -1365367 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1365403.000000 Penalty: 3021.517578
	Iteration 46Q: 3 clusters Score -1365403 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1365431.000000 Penalty: 3021.517578
	Iteration 47Q: 3 clusters Score -1365431 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1365457.750000 Penalty: 3021.517578
	Iteration 48Q: 3 clusters Score -1365458 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1365481.375000 Penalty: 3021.517578
	Iteration 49Q: 3 clusters Score -1365481 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1365501.250000 Penalty: 3021.517578
	Iteration 50Q: 3 clusters Score -1365501 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1365516.750000 Penalty: 3021.517578
	Iteration 51Q: 3 clusters Score -1365517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1365532.750000 Penalty: 3021.517578
	Iteration 52Q: 3 clusters Score -1365533 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1365545.375000 Penalty: 3021.517578
	Iteration 53Q: 3 clusters Score -1365545 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1365559.875000 Penalty: 3021.517578
	Iteration 54Q: 3 clusters Score -1365560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1365579.000000 Penalty: 3021.517578
	Iteration 55Q: 3 clusters Score -1365579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1365596.000000 Penalty: 3021.517578
	Iteration 56Q: 3 clusters Score -1365596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1365608.625000 Penalty: 3021.517578
	Iteration 57Q: 3 clusters Score -1365609 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1365628.375000 Penalty: 3021.517578
	Iteration 58Q: 3 clusters Score -1365628 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1365652.250000 Penalty: 3021.517578
	Iteration 59Q: 3 clusters Score -1365652 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1365677.750000 Penalty: 3021.517578
	Iteration 60F: 3 clusters Score -1365678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1365708.000000 Penalty: 3021.517578
	Iteration 61Q: 3 clusters Score -1365708 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1365734.750000 Penalty: 3021.517578
	Iteration 62Q: 3 clusters Score -1365735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1365756.000000 Penalty: 3021.517578
	Iteration 63Q: 3 clusters Score -1365756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1365775.500000 Penalty: 3021.517578
	Iteration 64Q: 3 clusters Score -1365776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1365795.250000 Penalty: 3021.517578
	Iteration 65Q: 3 clusters Score -1365795 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1365809.750000 Penalty: 3021.517578
	Iteration 66Q: 3 clusters Score -1365810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1365824.750000 Penalty: 3021.517578
	Iteration 67Q: 3 clusters Score -1365825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1365837.750000 Penalty: 3021.517578
	Iteration 68Q: 3 clusters Score -1365838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1365843.375000 Penalty: 3021.517578
	Iteration 69Q: 3 clusters Score -1365843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1365856.625000 Penalty: 3021.517578
	Iteration 70Q: 3 clusters Score -1365857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1365863.000000 Penalty: 3021.517578
	Iteration 71Q: 3 clusters Score -1365863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1365867.250000 Penalty: 3021.517578
	Iteration 72Q: 3 clusters Score -1365867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1365871.000000 Penalty: 3021.517578
	Iteration 73Q: 3 clusters Score -1365871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1365872.500000 Penalty: 3021.517578
	Iteration 74Q: 3 clusters Score -1365872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1365878.500000 Penalty: 3021.517578
	Iteration 75Q: 3 clusters Score -1365878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1365885.875000 Penalty: 3021.517578
	Iteration 76Q: 3 clusters Score -1365886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1365890.375000 Penalty: 3021.517578
	Iteration 77Q: 3 clusters Score -1365890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1365895.250000 Penalty: 3021.517578
	Iteration 78Q: 3 clusters Score -1365895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1365897.125000 Penalty: 3021.517578
	Iteration 79Q: 3 clusters Score -1365897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1365897.125000 Penalty: 3021.517578
	Iteration 80F: 3 clusters Score -1365897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Entering Unmasked Estep 
Score: -5216273.000000 Penalty: 1718.889893
	Iteration 0F: 2 clusters Score -5216273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -5190280.000000 Penalty: 3437.779785
	Iteration 0F: 3 clusters Score -5190280 nChanged 18234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -5200430.500000 Penalty: 3437.779785
	Iteration 1F: 3 clusters Score -5200430 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -5200861.000000 Penalty: 3437.779785
	Iteration 2Q: 3 clusters Score -5200861 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -5201369.000000 Penalty: 3437.779785
	Iteration 3Q: 3 clusters Score -5201369 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -5202024.000000 Penalty: 3437.779785
	Iteration 4Q: 3 clusters Score -5202024 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -5202983.500000 Penalty: 3437.779785
	Iteration 5Q: 3 clusters Score -5202984 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -5204538.500000 Penalty: 3437.779785
	Iteration 6F: 3 clusters Score -5204538 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -5206855.000000 Penalty: 3437.779785
	Iteration 7F: 3 clusters Score -5206855 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -5209750.000000 Penalty: 3437.779785
	Iteration 8F: 3 clusters Score -5209750 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5212129.000000 Penalty: 3437.779785
	Iteration 9F: 3 clusters Score -5212129 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5213548.500000 Penalty: 3437.779785
	Iteration 10Q: 3 clusters Score -5213548 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5214226.000000 Penalty: 3437.779785
	Iteration 11Q: 3 clusters Score -5214226 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5214470.000000 Penalty: 3437.779785
	Iteration 12Q: 3 clusters Score -5214470 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5214563.000000 Penalty: 3437.779785
	Iteration 13Q: 3 clusters Score -5214563 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5214624.500000 Penalty: 3437.779785
	Iteration 14Q: 3 clusters Score -5214624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -5214654.000000 Penalty: 3437.779785
	Iteration 15Q: 3 clusters Score -5214654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -5214669.000000 Penalty: 3437.779785
	Iteration 16Q: 3 clusters Score -5214669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -5214685.000000 Penalty: 3437.779785
	Iteration 17Q: 3 clusters Score -5214685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -5214705.000000 Penalty: 3437.779785
	Iteration 18Q: 3 clusters Score -5214705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -5214715.500000 Penalty: 3437.779785
	Iteration 19Q: 3 clusters Score -5214716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -5214719.000000 Penalty: 3437.779785
	Iteration 20F: 3 clusters Score -5214719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -5214716.500000 Penalty: 3437.779785
	Iteration 21Q: 3 clusters Score -5214716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -5214716.500000 Penalty: 3437.779785
	Iteration 22F: 3 clusters Score -5214716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Entering Unmasked Estep 
Score: -6359403.500000 Penalty: 1751.661621
	Iteration 0F: 2 clusters Score -6359404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -6328644.500000 Penalty: 3503.323242
	Iteration 0F: 3 clusters Score -6328644 nChanged 22539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -6341504.000000 Penalty: 3503.323242
	Iteration 1F: 3 clusters Score -6341504 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -6341844.500000 Penalty: 3503.323242
	Iteration 2Q: 3 clusters Score -6341844 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -6342177.500000 Penalty: 3503.323242
	Iteration 3Q: 3 clusters Score -6342178 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -6342582.500000 Penalty: 3503.323242
	Iteration 4Q: 3 clusters Score -6342582 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -6343001.500000 Penalty: 3503.323242
	Iteration 5Q: 3 clusters Score -6343002 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -6343670.500000 Penalty: 3503.323242
	Iteration 6Q: 3 clusters Score -6343670 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -6344508.000000 Penalty: 3503.323242
	Iteration 7Q: 3 clusters Score -6344508 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -6345726.500000 Penalty: 3503.323242
	Iteration 8Q: 3 clusters Score -6345726 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -6347329.500000 Penalty: 3503.323242
	Iteration 9F: 3 clusters Score -6347330 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -6349021.500000 Penalty: 3503.323242
	Iteration 10F: 3 clusters Score -6349022 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -6350438.500000 Penalty: 3503.323242
	Iteration 11F: 3 clusters Score -6350438 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -6351270.000000 Penalty: 3503.323242
	Iteration 12Q: 3 clusters Score -6351270 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -6351607.000000 Penalty: 3503.323242
	Iteration 13Q: 3 clusters Score -6351607 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -6351733.500000 Penalty: 3503.323242
	Iteration 14Q: 3 clusters Score -6351734 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -6351823.000000 Penalty: 3503.323242
	Iteration 15Q: 3 clusters Score -6351823 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -6351909.000000 Penalty: 3503.323242
	Iteration 16Q: 3 clusters Score -6351909 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -6351929.500000 Penalty: 3503.323242
	Iteration 17Q: 3 clusters Score -6351930 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -6351973.500000 Penalty: 3503.323242
	Iteration 18Q: 3 clusters Score -6351974 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -6352036.500000 Penalty: 3503.323242
	Iteration 19Q: 3 clusters Score -6352036 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -6352090.500000 Penalty: 3503.323242
	Iteration 20F: 3 clusters Score -6352090 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -6352121.000000 Penalty: 3503.323242
	Iteration 21Q: 3 clusters Score -6352121 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -6352181.500000 Penalty: 3503.323242
	Iteration 22Q: 3 clusters Score -6352182 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -6352210.000000 Penalty: 3503.323242
	Iteration 23Q: 3 clusters Score -6352210 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -6352237.000000 Penalty: 3503.323242
	Iteration 24Q: 3 clusters Score -6352237 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -6352291.500000 Penalty: 3503.323242
	Iteration 25Q: 3 clusters Score -6352292 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -6352301.000000 Penalty: 3503.323242
	Iteration 26Q: 3 clusters Score -6352301 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -6352344.000000 Penalty: 3503.323242
	Iteration 27Q: 3 clusters Score -6352344 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -6352384.500000 Penalty: 3503.323242
	Iteration 28Q: 3 clusters Score -6352384 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -6352381.500000 Penalty: 3503.323242
	Iteration 29Q: 3 clusters Score -6352382 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -6352375.000000 Penalty: 3503.323242
	Iteration 30Q: 3 clusters Score -6352375 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -6352370.000000 Penalty: 3503.323242
	Iteration 31Q: 3 clusters Score -6352370 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -6352332.500000 Penalty: 3503.323242
	Iteration 32Q: 3 clusters Score -6352332 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -6352357.000000 Penalty: 3503.323242
	Iteration 33Q: 3 clusters Score -6352357 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -6352398.000000 Penalty: 3503.323242
	Iteration 34Q: 3 clusters Score -6352398 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -6352441.000000 Penalty: 3503.323242
	Iteration 35Q: 3 clusters Score -6352441 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -6352475.000000 Penalty: 3503.323242
	Iteration 36Q: 3 clusters Score -6352475 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -6352496.000000 Penalty: 3503.323242
	Iteration 37Q: 3 clusters Score -6352496 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -6352535.500000 Penalty: 3503.323242
	Iteration 38Q: 3 clusters Score -6352536 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -6352532.500000 Penalty: 3503.323242
	Iteration 39Q: 3 clusters Score -6352532 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -6352649.000000 Penalty: 3503.323242
	Iteration 40F: 3 clusters Score -6352649 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -6352716.500000 Penalty: 3503.323242
	Iteration 41Q: 3 clusters Score -6352716 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -6352819.000000 Penalty: 3503.323242
	Iteration 42Q: 3 clusters Score -6352819 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -6352917.500000 Penalty: 3503.323242
	Iteration 43Q: 3 clusters Score -6352918 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -6352978.500000 Penalty: 3503.323242
	Iteration 44Q: 3 clusters Score -6352978 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -6353027.000000 Penalty: 3503.323242
	Iteration 45Q: 3 clusters Score -6353027 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -6353122.000000 Penalty: 3503.323242
	Iteration 46Q: 3 clusters Score -6353122 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -6353203.000000 Penalty: 3503.323242
	Iteration 47Q: 3 clusters Score -6353203 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -6353257.500000 Penalty: 3503.323242
	Iteration 48Q: 3 clusters Score -6353258 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -6353307.500000 Penalty: 3503.323242
	Iteration 49Q: 3 clusters Score -6353308 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -6353372.000000 Penalty: 3503.323242
	Iteration 50Q: 3 clusters Score -6353372 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -6353450.000000 Penalty: 3503.323242
	Iteration 51Q: 3 clusters Score -6353450 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -6353532.500000 Penalty: 3503.323242
	Iteration 52Q: 3 clusters Score -6353532 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -6353555.000000 Penalty: 3503.323242
	Iteration 53Q: 3 clusters Score -6353555 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -6353594.500000 Penalty: 3503.323242
	Iteration 54Q: 3 clusters Score -6353594 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -6353640.000000 Penalty: 3503.323242
	Iteration 55Q: 3 clusters Score -6353640 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -6353689.000000 Penalty: 3503.323242
	Iteration 56Q: 3 clusters Score -6353689 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -6353728.000000 Penalty: 3503.323242
	Iteration 57Q: 3 clusters Score -6353728 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -6353724.000000 Penalty: 3503.323242
	Iteration 58Q: 3 clusters Score -6353724 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -6353747.000000 Penalty: 3503.323242
	Iteration 59Q: 3 clusters Score -6353747 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -6353770.000000 Penalty: 3503.323242
	Iteration 60F: 3 clusters Score -6353770 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -6353809.000000 Penalty: 3503.323242
	Iteration 61Q: 3 clusters Score -6353809 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -6353826.500000 Penalty: 3503.323242
	Iteration 62Q: 3 clusters Score -6353826 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -6353849.000000 Penalty: 3503.323242
	Iteration 63Q: 3 clusters Score -6353849 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -6353884.500000 Penalty: 3503.323242
	Iteration 64Q: 3 clusters Score -6353884 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -6353914.500000 Penalty: 3503.323242
	Iteration 65Q: 3 clusters Score -6353914 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -6353944.500000 Penalty: 3503.323242
	Iteration 66Q: 3 clusters Score -6353944 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -6353962.500000 Penalty: 3503.323242
	Iteration 67Q: 3 clusters Score -6353962 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -6353980.500000 Penalty: 3503.323242
	Iteration 68Q: 3 clusters Score -6353980 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -6353989.500000 Penalty: 3503.323242
	Iteration 69Q: 3 clusters Score -6353990 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -6354011.500000 Penalty: 3503.323242
	Iteration 70Q: 3 clusters Score -6354012 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -6354031.000000 Penalty: 3503.323242
	Iteration 71Q: 3 clusters Score -6354031 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -6354085.000000 Penalty: 3503.323242
	Iteration 72Q: 3 clusters Score -6354085 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -6354138.000000 Penalty: 3503.323242
	Iteration 73Q: 3 clusters Score -6354138 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -6354193.500000 Penalty: 3503.323242
	Iteration 74Q: 3 clusters Score -6354194 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -6354286.000000 Penalty: 3503.323242
	Iteration 75Q: 3 clusters Score -6354286 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -6354344.500000 Penalty: 3503.323242
	Iteration 76Q: 3 clusters Score -6354344 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -6354415.000000 Penalty: 3503.323242
	Iteration 77Q: 3 clusters Score -6354415 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -6354439.000000 Penalty: 3503.323242
	Iteration 78Q: 3 clusters Score -6354439 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -6354573.000000 Penalty: 3503.323242
	Iteration 79Q: 3 clusters Score -6354573 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -6354688.500000 Penalty: 3503.323242
	Iteration 80F: 3 clusters Score -6354688 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -6354788.000000 Penalty: 3503.323242
	Iteration 81Q: 3 clusters Score -6354788 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -6354913.500000 Penalty: 3503.323242
	Iteration 82Q: 3 clusters Score -6354914 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -6355098.000000 Penalty: 3503.323242
	Iteration 83Q: 3 clusters Score -6355098 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -6355279.500000 Penalty: 3503.323242
	Iteration 84Q: 3 clusters Score -6355280 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -6355429.000000 Penalty: 3503.323242
	Iteration 85Q: 3 clusters Score -6355429 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -6355643.500000 Penalty: 3503.323242
	Iteration 86Q: 3 clusters Score -6355644 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -6355829.500000 Penalty: 3503.323242
	Iteration 87Q: 3 clusters Score -6355830 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -6356020.000000 Penalty: 3503.323242
	Iteration 88Q: 3 clusters Score -6356020 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -6356231.500000 Penalty: 3503.323242
	Iteration 89Q: 3 clusters Score -6356232 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -6356425.000000 Penalty: 3503.323242
	Iteration 90Q: 3 clusters Score -6356425 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -6356610.500000 Penalty: 3503.323242
	Iteration 91Q: 3 clusters Score -6356610 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -6356805.500000 Penalty: 3503.323242
	Iteration 92Q: 3 clusters Score -6356806 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -6357113.500000 Penalty: 3503.323242
	Iteration 93Q: 3 clusters Score -6357114 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -6357345.500000 Penalty: 3503.323242
	Iteration 94Q: 3 clusters Score -6357346 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -6357579.000000 Penalty: 3503.323242
	Iteration 95Q: 3 clusters Score -6357579 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6357618.500000 Penalty: 3503.323242
	Iteration 96Q: 3 clusters Score -6357618 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6357571.500000 Penalty: 3503.323242
	Iteration 97Q: 3 clusters Score -6357572 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6357557.500000 Penalty: 3503.323242
	Iteration 98Q: 3 clusters Score -6357558 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6357563.000000 Penalty: 3503.323242
	Iteration 99Q: 3 clusters Score -6357563 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6357722.500000 Penalty: 3503.323242
	Iteration 100F: 3 clusters Score -6357722 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6357801.000000 Penalty: 3503.323242
	Iteration 101Q: 3 clusters Score -6357801 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6357856.000000 Penalty: 3503.323242
	Iteration 102Q: 3 clusters Score -6357856 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6357863.500000 Penalty: 3503.323242
	Iteration 103Q: 3 clusters Score -6357864 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6357878.000000 Penalty: 3503.323242
	Iteration 104Q: 3 clusters Score -6357878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6357901.000000 Penalty: 3503.323242
	Iteration 105Q: 3 clusters Score -6357901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -6357909.500000 Penalty: 3503.323242
	Iteration 106Q: 3 clusters Score -6357910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -6357923.500000 Penalty: 3503.323242
	Iteration 107Q: 3 clusters Score -6357924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6357926.500000 Penalty: 3503.323242
	Iteration 108Q: 3 clusters Score -6357926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -6357931.500000 Penalty: 3503.323242
	Iteration 109Q: 3 clusters Score -6357932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -6357938.500000 Penalty: 3503.323242
	Iteration 110Q: 3 clusters Score -6357938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -6357941.000000 Penalty: 3503.323242
	Iteration 111Q: 3 clusters Score -6357941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -6357943.000000 Penalty: 3503.323242
	Iteration 112Q: 3 clusters Score -6357943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6357943.000000 Penalty: 3503.323242
	Iteration 113Q: 3 clusters Score -6357943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6357944.000000 Penalty: 3503.323242
	Iteration 114Q: 3 clusters Score -6357944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6357944.000000 Penalty: 3503.323242
	Iteration 115F: 3 clusters Score -6357944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -61651.324219 Penalty: 1033.711670
	Iteration 0F: 2 clusters Score -61651.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60603.488281 Penalty: 2067.423340
	Iteration 0F: 3 clusters Score -60603.49 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60830.957031 Penalty: 2067.423340
	Iteration 1F: 3 clusters Score -60830.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60924.675781 Penalty: 2067.423340
	Iteration 2F: 3 clusters Score -60924.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61027.574219 Penalty: 2067.423340
	Iteration 3F: 3 clusters Score -61027.57 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -61200.503906 Penalty: 2067.423340
	Iteration 4F: 3 clusters Score -61200.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -61478.742188 Penalty: 2067.423340
	Iteration 5F: 3 clusters Score -61478.74 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -61732.906250 Penalty: 2067.423340
	Iteration 6F: 3 clusters Score -61732.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -61837.199219 Penalty: 2067.423340
	Iteration 7Q: 3 clusters Score -61837.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61885.355469 Penalty: 2067.423340
	Iteration 8Q: 3 clusters Score -61885.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61895.269531 Penalty: 2067.423340
	Iteration 9Q: 3 clusters Score -61895.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61910.761719 Penalty: 2067.423340
	Iteration 10Q: 3 clusters Score -61910.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -61966.242188 Penalty: 2067.423340
	Iteration 11Q: 3 clusters Score -61966.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -61984.339844 Penalty: 2067.423340
	Iteration 12Q: 3 clusters Score -61984.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61996.109375 Penalty: 2067.423340
	Iteration 13Q: 3 clusters Score -61996.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -61997.625000 Penalty: 2067.423340
	Iteration 14Q: 3 clusters Score -61997.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -61997.625000 Penalty: 2067.423340
	Iteration 15F: 3 clusters Score -61997.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2842 members 
Mstep: Class 6 contains 70844 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21582 members 
Mstep: Class 11 contains 108812 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 39253 members 
Mstep: Class 15 contains 48024 members 
Mstep: Class 16 contains 367 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9448 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 23 contains 34575 members 
Entering Unmasked Estep 
Score: -54033764.000000 Penalty: 44202.781250
Splitting cluster 16 changes total score from -54034452.000000 to -54033764.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -9205.414062 Penalty: 888.559753
	Iteration 0F: 2 clusters Score -9205.414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8538.929688 Penalty: 1777.119507
	Iteration 0F: 3 clusters Score -8538.93 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -8734.953125 Penalty: 1777.119507
	Iteration 1F: 3 clusters Score -8734.953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -8786.974609 Penalty: 1777.119507
	Iteration 2F: 3 clusters Score -8786.975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8798.932617 Penalty: 1777.119507
	Iteration 3Q: 3 clusters Score -8798.933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8816.123047 Penalty: 1777.119507
	Iteration 4Q: 3 clusters Score -8816.123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8832.548828 Penalty: 1777.119507
	Iteration 5Q: 3 clusters Score -8832.549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8857.009766 Penalty: 1777.119507
	Iteration 6Q: 3 clusters Score -8857.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -8863.760742 Penalty: 1777.119507
	Iteration 7Q: 3 clusters Score -8863.761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8868.498047 Penalty: 1777.119507
	Iteration 8Q: 3 clusters Score -8868.498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8888.372070 Penalty: 1777.119507
	Iteration 9Q: 3 clusters Score -8888.372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -8889.467773 Penalty: 1777.119507
	Iteration 10F: 3 clusters Score -8889.468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8907.568359 Penalty: 1777.119507
	Iteration 11Q: 3 clusters Score -8907.568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -8907.568359 Penalty: 1777.119507
	Iteration 12F: 3 clusters Score -8907.568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -109474.882812 Penalty: 1105.208496
	Iteration 0F: 2 clusters Score -109474.9 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 475 members 
Entering Unmasked Estep 
Score: -108102.531250 Penalty: 2210.416992
	Iteration 0F: 3 clusters Score -108102.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -108389.406250 Penalty: 2210.416992
	Iteration 1F: 3 clusters Score -108389.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -108504.218750 Penalty: 2210.416992
	Iteration 2F: 3 clusters Score -108504.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -108557.023438 Penalty: 2210.416992
	Iteration 3Q: 3 clusters Score -108557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -108587.226562 Penalty: 2210.416992
	Iteration 4Q: 3 clusters Score -108587.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -108612.593750 Penalty: 2210.416992
	Iteration 5Q: 3 clusters Score -108612.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -108626.039062 Penalty: 2210.416992
	Iteration 6Q: 3 clusters Score -108626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -108637.070312 Penalty: 2210.416992
	Iteration 7Q: 3 clusters Score -108637.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -108642.093750 Penalty: 2210.416992
	Iteration 8Q: 3 clusters Score -108642.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -108653.750000 Penalty: 2210.416992
	Iteration 9Q: 3 clusters Score -108653.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -108664.140625 Penalty: 2210.416992
	Iteration 10Q: 3 clusters Score -108664.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -108672.390625 Penalty: 2210.416992
	Iteration 11Q: 3 clusters Score -108672.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -108679.203125 Penalty: 2210.416992
	Iteration 12Q: 3 clusters Score -108679.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -108680.585938 Penalty: 2210.416992
	Iteration 13Q: 3 clusters Score -108680.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -108680.585938 Penalty: 2210.416992
	Iteration 14F: 3 clusters Score -108680.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Entering Unmasked Estep 
Score: -1237091.250000 Penalty: 1487.453247
	Iteration 0F: 2 clusters Score -1237091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1230186.500000 Penalty: 2974.906494
	Iteration 0F: 3 clusters Score -1230186 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1232372.750000 Penalty: 2974.906494
	Iteration 1F: 3 clusters Score -1232373 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1232605.250000 Penalty: 2974.906494
	Iteration 2F: 3 clusters Score -1232605 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1232784.875000 Penalty: 2974.906494
	Iteration 3Q: 3 clusters Score -1232785 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1232958.250000 Penalty: 2974.906494
	Iteration 4Q: 3 clusters Score -1232958 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1233131.500000 Penalty: 2974.906494
	Iteration 5Q: 3 clusters Score -1233132 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1233334.500000 Penalty: 2974.906494
	Iteration 6Q: 3 clusters Score -1233334 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1233568.625000 Penalty: 2974.906494
	Iteration 7Q: 3 clusters Score -1233569 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1233848.375000 Penalty: 2974.906494
	Iteration 8Q: 3 clusters Score -1233848 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1234125.125000 Penalty: 2974.906494
	Iteration 9Q: 3 clusters Score -1234125 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1234409.500000 Penalty: 2974.906494
	Iteration 10Q: 3 clusters Score -1234410 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1234712.625000 Penalty: 2974.906494
	Iteration 11Q: 3 clusters Score -1234713 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1235009.750000 Penalty: 2974.906494
	Iteration 12Q: 3 clusters Score -1235010 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1235250.125000 Penalty: 2974.906494
	Iteration 13Q: 3 clusters Score -1235250 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1235457.500000 Penalty: 2974.906494
	Iteration 14Q: 3 clusters Score -1235458 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1235578.750000 Penalty: 2974.906494
	Iteration 15Q: 3 clusters Score -1235579 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1235641.125000 Penalty: 2974.906494
	Iteration 16Q: 3 clusters Score -1235641 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1235693.375000 Penalty: 2974.906494
	Iteration 17Q: 3 clusters Score -1235693 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1235738.250000 Penalty: 2974.906494
	Iteration 18Q: 3 clusters Score -1235738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1235761.875000 Penalty: 2974.906494
	Iteration 19Q: 3 clusters Score -1235762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1235781.750000 Penalty: 2974.906494
	Iteration 20F: 3 clusters Score -1235782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1235796.250000 Penalty: 2974.906494
	Iteration 21Q: 3 clusters Score -1235796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1235799.625000 Penalty: 2974.906494
	Iteration 22Q: 3 clusters Score -1235800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1235802.875000 Penalty: 2974.906494
	Iteration 23Q: 3 clusters Score -1235803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1235804.250000 Penalty: 2974.906494
	Iteration 24Q: 3 clusters Score -1235804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1235810.875000 Penalty: 2974.906494
	Iteration 25Q: 3 clusters Score -1235811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1235816.750000 Penalty: 2974.906494
	Iteration 26Q: 3 clusters Score -1235817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1235820.500000 Penalty: 2974.906494
	Iteration 27Q: 3 clusters Score -1235820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1235824.625000 Penalty: 2974.906494
	Iteration 28Q: 3 clusters Score -1235825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1235826.125000 Penalty: 2974.906494
	Iteration 29Q: 3 clusters Score -1235826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1235825.625000 Penalty: 2974.906494
	Iteration 30Q: 3 clusters Score -1235826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1235825.625000 Penalty: 2974.906494
	Iteration 31F: 3 clusters Score -1235826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Entering Unmasked Estep 
Score: -1534592.750000 Penalty: 1523.411011
	Iteration 0F: 2 clusters Score -1534593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1526206.500000 Penalty: 3046.822021
	Iteration 0F: 3 clusters Score -1526206 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1529059.375000 Penalty: 3046.822021
	Iteration 1F: 3 clusters Score -1529059 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1529431.875000 Penalty: 3046.822021
	Iteration 2F: 3 clusters Score -1529432 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1529759.750000 Penalty: 3046.822021
	Iteration 3F: 3 clusters Score -1529760 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1530152.375000 Penalty: 3046.822021
	Iteration 4F: 3 clusters Score -1530152 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1530589.750000 Penalty: 3046.822021
	Iteration 5F: 3 clusters Score -1530590 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1531083.250000 Penalty: 3046.822021
	Iteration 6F: 3 clusters Score -1531083 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1531625.625000 Penalty: 3046.822021
	Iteration 7F: 3 clusters Score -1531626 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1532133.125000 Penalty: 3046.822021
	Iteration 8Q: 3 clusters Score -1532133 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1532505.750000 Penalty: 3046.822021
	Iteration 9Q: 3 clusters Score -1532506 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1532737.375000 Penalty: 3046.822021
	Iteration 10Q: 3 clusters Score -1532737 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1532896.750000 Penalty: 3046.822021
	Iteration 11Q: 3 clusters Score -1532897 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1532996.375000 Penalty: 3046.822021
	Iteration 12Q: 3 clusters Score -1532996 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1533049.125000 Penalty: 3046.822021
	Iteration 13Q: 3 clusters Score -1533049 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1533084.375000 Penalty: 3046.822021
	Iteration 14Q: 3 clusters Score -1533084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1533113.250000 Penalty: 3046.822021
	Iteration 15Q: 3 clusters Score -1533113 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1533137.000000 Penalty: 3046.822021
	Iteration 16Q: 3 clusters Score -1533137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1533157.125000 Penalty: 3046.822021
	Iteration 17Q: 3 clusters Score -1533157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1533183.125000 Penalty: 3046.822021
	Iteration 18Q: 3 clusters Score -1533183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1533197.000000 Penalty: 3046.822021
	Iteration 19Q: 3 clusters Score -1533197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1533203.500000 Penalty: 3046.822021
	Iteration 20F: 3 clusters Score -1533204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1533214.125000 Penalty: 3046.822021
	Iteration 21Q: 3 clusters Score -1533214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1533223.625000 Penalty: 3046.822021
	Iteration 22Q: 3 clusters Score -1533224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1533234.750000 Penalty: 3046.822021
	Iteration 23Q: 3 clusters Score -1533235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1533250.250000 Penalty: 3046.822021
	Iteration 24Q: 3 clusters Score -1533250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1533262.750000 Penalty: 3046.822021
	Iteration 25Q: 3 clusters Score -1533263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1533267.750000 Penalty: 3046.822021
	Iteration 26Q: 3 clusters Score -1533268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1533275.375000 Penalty: 3046.822021
	Iteration 27Q: 3 clusters Score -1533275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1533276.000000 Penalty: 3046.822021
	Iteration 28Q: 3 clusters Score -1533276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1533280.125000 Penalty: 3046.822021
	Iteration 29Q: 3 clusters Score -1533280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1533284.000000 Penalty: 3046.822021
	Iteration 30Q: 3 clusters Score -1533284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1533290.750000 Penalty: 3046.822021
	Iteration 31Q: 3 clusters Score -1533291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1533295.625000 Penalty: 3046.822021
	Iteration 32Q: 3 clusters Score -1533296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1533298.625000 Penalty: 3046.822021
	Iteration 33Q: 3 clusters Score -1533299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1533305.500000 Penalty: 3046.822021
	Iteration 34Q: 3 clusters Score -1533306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1533309.500000 Penalty: 3046.822021
	Iteration 35Q: 3 clusters Score -1533310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1533313.625000 Penalty: 3046.822021
	Iteration 36Q: 3 clusters Score -1533314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1533317.750000 Penalty: 3046.822021
	Iteration 37Q: 3 clusters Score -1533318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1533317.625000 Penalty: 3046.822021
	Iteration 38Q: 3 clusters Score -1533318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1533317.875000 Penalty: 3046.822021
	Iteration 39Q: 3 clusters Score -1533318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1533317.875000 Penalty: 3046.822021
	Iteration 40F: 3 clusters Score -1533318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Entering Unmasked Estep 
Score: -4508563.500000 Penalty: 1698.268921
	Iteration 0F: 2 clusters Score -4508564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -4485316.000000 Penalty: 3396.537842
	Iteration 0F: 3 clusters Score -4485316 nChanged 16019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -4494141.500000 Penalty: 3396.537842
	Iteration 1F: 3 clusters Score -4494142 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -4494570.000000 Penalty: 3396.537842
	Iteration 2Q: 3 clusters Score -4494570 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -4495050.500000 Penalty: 3396.537842
	Iteration 3Q: 3 clusters Score -4495050 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -4495735.000000 Penalty: 3396.537842
	Iteration 4Q: 3 clusters Score -4495735 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -4496862.500000 Penalty: 3396.537842
	Iteration 5F: 3 clusters Score -4496862 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -4498564.000000 Penalty: 3396.537842
	Iteration 6F: 3 clusters Score -4498564 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -4500853.000000 Penalty: 3396.537842
	Iteration 7F: 3 clusters Score -4500853 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -4503265.000000 Penalty: 3396.537842
	Iteration 8F: 3 clusters Score -4503265 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4505071.500000 Penalty: 3396.537842
	Iteration 9F: 3 clusters Score -4505072 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4506166.500000 Penalty: 3396.537842
	Iteration 10Q: 3 clusters Score -4506166 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4506641.500000 Penalty: 3396.537842
	Iteration 11Q: 3 clusters Score -4506642 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4506877.500000 Penalty: 3396.537842
	Iteration 12Q: 3 clusters Score -4506878 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4506975.500000 Penalty: 3396.537842
	Iteration 13Q: 3 clusters Score -4506976 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4507027.000000 Penalty: 3396.537842
	Iteration 14Q: 3 clusters Score -4507027 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4507050.500000 Penalty: 3396.537842
	Iteration 15Q: 3 clusters Score -4507050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4507064.000000 Penalty: 3396.537842
	Iteration 16Q: 3 clusters Score -4507064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4507091.500000 Penalty: 3396.537842
	Iteration 17Q: 3 clusters Score -4507092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4507094.500000 Penalty: 3396.537842
	Iteration 18Q: 3 clusters Score -4507094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4507103.000000 Penalty: 3396.537842
	Iteration 19Q: 3 clusters Score -4507103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4507106.500000 Penalty: 3396.537842
	Iteration 20F: 3 clusters Score -4507106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4507115.000000 Penalty: 3396.537842
	Iteration 21Q: 3 clusters Score -4507115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4507116.500000 Penalty: 3396.537842
	Iteration 22Q: 3 clusters Score -4507116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4507118.500000 Penalty: 3396.537842
	Iteration 23Q: 3 clusters Score -4507118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4507118.000000 Penalty: 3396.537842
	Iteration 24Q: 3 clusters Score -4507118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4507126.500000 Penalty: 3396.537842
	Iteration 25Q: 3 clusters Score -4507126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4507125.000000 Penalty: 3396.537842
	Iteration 26Q: 3 clusters Score -4507125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4507128.500000 Penalty: 3396.537842
	Iteration 27Q: 3 clusters Score -4507128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4507131.500000 Penalty: 3396.537842
	Iteration 28Q: 3 clusters Score -4507132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4507136.000000 Penalty: 3396.537842
	Iteration 29Q: 3 clusters Score -4507136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4507136.500000 Penalty: 3396.537842
	Iteration 30Q: 3 clusters Score -4507136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4507137.000000 Penalty: 3396.537842
	Iteration 31Q: 3 clusters Score -4507137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4507137.000000 Penalty: 3396.537842
	Iteration 32F: 3 clusters Score -4507137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2842 members 
Mstep: Class 6 contains 70844 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21582 members 
Mstep: Class 11 contains 108812 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 14 contains 39253 members 
Mstep: Class 15 contains 48024 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9448 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 23 contains 34575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034452.000000 Penalty: 42097.890625
Iteration 319Q: 21 clusters Score -5.403445e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2842 members 
Mstep: Class 6 contains 70841 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21582 members 
Mstep: Class 11 contains 108810 members 
Mstep: Class 12 contains 10904 members 
Mstep: Class 14 contains 39257 members 
Mstep: Class 15 contains 48023 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9449 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 23 contains 34577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034452.000000 Penalty: 42097.890625
Iteration 320F: 21 clusters Score -5.403445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2842 members 
Mstep: Class 6 contains 70838 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21582 members 
Mstep: Class 11 contains 108807 members 
Mstep: Class 12 contains 10904 members 
Mstep: Class 14 contains 39260 members 
Mstep: Class 15 contains 48023 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9451 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 23 contains 34579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034476.000000 Penalty: 42097.890625
Iteration 321Q: 21 clusters Score -5.403448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56239 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2842 members 
Mstep: Class 6 contains 70838 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21582 members 
Mstep: Class 11 contains 108802 members 
Mstep: Class 12 contains 10904 members 
Mstep: Class 14 contains 39261 members 
Mstep: Class 15 contains 48024 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 23 contains 34583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034464.000000 Penalty: 42097.890625
Iteration 322Q: 21 clusters Score -5.403446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56237 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2842 members 
Mstep: Class 6 contains 70839 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21582 members 
Mstep: Class 11 contains 108802 members 
Mstep: Class 12 contains 10904 members 
Mstep: Class 14 contains 39261 members 
Mstep: Class 15 contains 48025 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 23 contains 34583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034504.000000 Penalty: 42097.890625
Iteration 323Q: 21 clusters Score -5.40345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56234 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2842 members 
Mstep: Class 6 contains 70838 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21582 members 
Mstep: Class 11 contains 108803 members 
Mstep: Class 12 contains 10904 members 
Mstep: Class 14 contains 39265 members 
Mstep: Class 15 contains 48023 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 23 contains 34584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034488.000000 Penalty: 42097.890625
Iteration 324Q: 21 clusters Score -5.403449e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2841 members 
Mstep: Class 6 contains 70838 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21583 members 
Mstep: Class 11 contains 108802 members 
Mstep: Class 12 contains 10904 members 
Mstep: Class 14 contains 39268 members 
Mstep: Class 15 contains 48020 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 21 contains 11789 members 
Mstep: Class 23 contains 34583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034476.000000 Penalty: 42097.890625
Iteration 325Q: 21 clusters Score -5.403448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2841 members 
Mstep: Class 6 contains 70837 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21584 members 
Mstep: Class 11 contains 108801 members 
Mstep: Class 12 contains 10904 members 
Mstep: Class 14 contains 39270 members 
Mstep: Class 15 contains 48019 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 21 contains 11789 members 
Mstep: Class 23 contains 34583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034448.000000 Penalty: 42097.890625
Iteration 326Q: 21 clusters Score -5.403445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2841 members 
Mstep: Class 6 contains 70837 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21584 members 
Mstep: Class 11 contains 108798 members 
Mstep: Class 12 contains 10904 members 
Mstep: Class 14 contains 39271 members 
Mstep: Class 15 contains 48019 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 21 contains 11789 members 
Mstep: Class 23 contains 34584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034468.000000 Penalty: 42097.890625
Iteration 327Q: 21 clusters Score -5.403447e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2841 members 
Mstep: Class 6 contains 70835 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3046 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21584 members 
Mstep: Class 11 contains 108798 members 
Mstep: Class 12 contains 10904 members 
Mstep: Class 14 contains 39275 members 
Mstep: Class 15 contains 48020 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 21 contains 11789 members 
Mstep: Class 23 contains 34585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034476.000000 Penalty: 42097.890625
Iteration 328Q: 21 clusters Score -5.403448e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2841 members 
Mstep: Class 6 contains 70833 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3046 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21583 members 
Mstep: Class 11 contains 108801 members 
Mstep: Class 12 contains 10904 members 
Mstep: Class 14 contains 39280 members 
Mstep: Class 15 contains 48014 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 21 contains 11790 members 
Mstep: Class 23 contains 34586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034528.000000 Penalty: 42097.890625
Iteration 329Q: 21 clusters Score -5.403453e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2842 members 
Mstep: Class 6 contains 70832 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3046 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21581 members 
Mstep: Class 11 contains 108803 members 
Mstep: Class 12 contains 10904 members 
Mstep: Class 14 contains 39286 members 
Mstep: Class 15 contains 48014 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 21 contains 11789 members 
Mstep: Class 23 contains 34587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034496.000000 Penalty: 42097.890625
Iteration 330Q: 21 clusters Score -5.40345e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2840 members 
Mstep: Class 6 contains 70832 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3046 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21581 members 
Mstep: Class 11 contains 108807 members 
Mstep: Class 12 contains 10904 members 
Mstep: Class 14 contains 39287 members 
Mstep: Class 15 contains 48013 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 23 contains 34588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034480.000000 Penalty: 42097.890625
Iteration 331Q: 21 clusters Score -5.403448e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2839 members 
Mstep: Class 6 contains 70833 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21581 members 
Mstep: Class 11 contains 108817 members 
Mstep: Class 12 contains 10904 members 
Mstep: Class 14 contains 39285 members 
Mstep: Class 15 contains 48007 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 21 contains 11787 members 
Mstep: Class 23 contains 34588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034520.000000 Penalty: 42097.890625
Iteration 332Q: 21 clusters Score -5.403452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2837 members 
Mstep: Class 6 contains 70833 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3047 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21582 members 
Mstep: Class 11 contains 108824 members 
Mstep: Class 12 contains 10903 members 
Mstep: Class 14 contains 39285 members 
Mstep: Class 15 contains 48002 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 21 contains 11787 members 
Mstep: Class 23 contains 34588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034508.000000 Penalty: 42097.890625
Iteration 333Q: 21 clusters Score -5.403451e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2838 members 
Mstep: Class 6 contains 70832 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3046 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21582 members 
Mstep: Class 11 contains 108829 members 
Mstep: Class 12 contains 10903 members 
Mstep: Class 14 contains 39285 members 
Mstep: Class 15 contains 48001 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 21 contains 11786 members 
Mstep: Class 23 contains 34587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034512.000000 Penalty: 42097.890625
Iteration 334Q: 21 clusters Score -5.403451e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56218 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2835 members 
Mstep: Class 6 contains 70833 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3046 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21579 members 
Mstep: Class 11 contains 108839 members 
Mstep: Class 12 contains 10903 members 
Mstep: Class 14 contains 39286 members 
Mstep: Class 15 contains 47997 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 21 contains 11786 members 
Mstep: Class 23 contains 34586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034496.000000 Penalty: 42097.890625
Iteration 335Q: 21 clusters Score -5.40345e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2832 members 
Mstep: Class 6 contains 70835 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3048 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21576 members 
Mstep: Class 11 contains 108846 members 
Mstep: Class 12 contains 10903 members 
Mstep: Class 14 contains 39288 members 
Mstep: Class 15 contains 47992 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 21 contains 11787 members 
Mstep: Class 23 contains 34586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034488.000000 Penalty: 42097.890625
Iteration 336Q: 21 clusters Score -5.403449e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56210 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2831 members 
Mstep: Class 6 contains 70836 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3049 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21575 members 
Mstep: Class 11 contains 108847 members 
Mstep: Class 12 contains 10903 members 
Mstep: Class 14 contains 39291 members 
Mstep: Class 15 contains 47994 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 21 contains 11787 members 
Mstep: Class 23 contains 34585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034472.000000 Penalty: 42097.890625
Iteration 337Q: 21 clusters Score -5.403447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56209 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2830 members 
Mstep: Class 6 contains 70837 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3050 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21576 members 
Mstep: Class 11 contains 108846 members 
Mstep: Class 12 contains 10903 members 
Mstep: Class 14 contains 39293 members 
Mstep: Class 15 contains 47992 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 21 contains 11787 members 
Mstep: Class 23 contains 34585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034492.000000 Penalty: 42097.890625
Iteration 338Q: 21 clusters Score -5.403449e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2830 members 
Mstep: Class 6 contains 70837 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108844 members 
Mstep: Class 12 contains 10903 members 
Mstep: Class 14 contains 39295 members 
Mstep: Class 15 contains 47989 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 21 contains 11787 members 
Mstep: Class 23 contains 34585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034464.000000 Penalty: 42097.890625
Iteration 339Q: 21 clusters Score -5.403446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2829 members 
Mstep: Class 6 contains 70839 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108843 members 
Mstep: Class 12 contains 10903 members 
Mstep: Class 14 contains 39295 members 
Mstep: Class 15 contains 47989 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 21 contains 11787 members 
Mstep: Class 23 contains 34585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034484.000000 Penalty: 42097.890625
Iteration 340F: 21 clusters Score -5.403448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2829 members 
Mstep: Class 6 contains 70839 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108841 members 
Mstep: Class 12 contains 10903 members 
Mstep: Class 14 contains 39295 members 
Mstep: Class 15 contains 47990 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 21 contains 11787 members 
Mstep: Class 23 contains 34585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034496.000000 Penalty: 42097.890625
Iteration 341Q: 21 clusters Score -5.40345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2829 members 
Mstep: Class 6 contains 70840 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108837 members 
Mstep: Class 12 contains 10903 members 
Mstep: Class 14 contains 39295 members 
Mstep: Class 15 contains 47993 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9452 members 
Mstep: Class 21 contains 11787 members 
Mstep: Class 23 contains 34585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034504.000000 Penalty: 42097.890625
Iteration 342Q: 21 clusters Score -5.40345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2829 members 
Mstep: Class 6 contains 70840 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108833 members 
Mstep: Class 12 contains 10903 members 
Mstep: Class 14 contains 39295 members 
Mstep: Class 15 contains 47995 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9453 members 
Mstep: Class 21 contains 11787 members 
Mstep: Class 23 contains 34586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034492.000000 Penalty: 42097.890625
Iteration 343Q: 21 clusters Score -5.403449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2829 members 
Mstep: Class 6 contains 70840 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108829 members 
Mstep: Class 12 contains 10903 members 
Mstep: Class 14 contains 39295 members 
Mstep: Class 15 contains 47995 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 21 contains 11787 members 
Mstep: Class 23 contains 34589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034508.000000 Penalty: 42097.890625
Iteration 344Q: 21 clusters Score -5.403451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2829 members 
Mstep: Class 6 contains 70840 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108830 members 
Mstep: Class 12 contains 10903 members 
Mstep: Class 14 contains 39296 members 
Mstep: Class 15 contains 47992 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 23 contains 34590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034536.000000 Penalty: 42097.890625
Iteration 345Q: 21 clusters Score -5.403454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2829 members 
Mstep: Class 6 contains 70840 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108832 members 
Mstep: Class 12 contains 10903 members 
Mstep: Class 14 contains 39297 members 
Mstep: Class 15 contains 47988 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 23 contains 34591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034532.000000 Penalty: 42097.890625
Iteration 346Q: 21 clusters Score -5.403453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56209 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70841 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21581 members 
Mstep: Class 11 contains 108832 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 14 contains 39298 members 
Mstep: Class 15 contains 47983 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 21 contains 11789 members 
Mstep: Class 23 contains 34592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034520.000000 Penalty: 42097.890625
Iteration 347Q: 21 clusters Score -5.403452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56210 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70842 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21581 members 
Mstep: Class 11 contains 108833 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 14 contains 39297 members 
Mstep: Class 15 contains 47981 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 21 contains 11789 members 
Mstep: Class 23 contains 34592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034524.000000 Penalty: 42097.890625
Iteration 348Q: 21 clusters Score -5.403452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70842 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21582 members 
Mstep: Class 11 contains 108833 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 14 contains 39299 members 
Mstep: Class 15 contains 47981 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 23 contains 34592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034484.000000 Penalty: 42097.890625
Iteration 349Q: 21 clusters Score -5.403448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70843 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21582 members 
Mstep: Class 11 contains 108834 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 14 contains 39302 members 
Mstep: Class 15 contains 47977 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 23 contains 34592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034508.000000 Penalty: 42097.890625
Iteration 350Q: 21 clusters Score -5.403451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70845 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21582 members 
Mstep: Class 11 contains 108833 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 14 contains 39301 members 
Mstep: Class 15 contains 47977 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 23 contains 34592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034496.000000 Penalty: 42097.890625
Iteration 351Q: 21 clusters Score -5.40345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70847 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21582 members 
Mstep: Class 11 contains 108834 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 14 contains 39300 members 
Mstep: Class 15 contains 47976 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 23 contains 34592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034496.000000 Penalty: 42097.890625
Iteration 352Q: 21 clusters Score -5.40345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70850 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21581 members 
Mstep: Class 11 contains 108835 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 14 contains 39300 members 
Mstep: Class 15 contains 47972 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 21 contains 11788 members 
Mstep: Class 23 contains 34592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034496.000000 Penalty: 42097.890625
Iteration 353Q: 21 clusters Score -5.40345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70854 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108836 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 14 contains 39299 members 
Mstep: Class 15 contains 47971 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 21 contains 11787 members 
Mstep: Class 23 contains 34590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034492.000000 Penalty: 42097.890625
Iteration 354Q: 21 clusters Score -5.403449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70855 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108836 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 14 contains 39298 members 
Mstep: Class 15 contains 47971 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 21 contains 11786 members 
Mstep: Class 23 contains 34591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034488.000000 Penalty: 42097.890625
Iteration 355Q: 21 clusters Score -5.403449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70856 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108834 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 14 contains 39297 members 
Mstep: Class 15 contains 47972 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9455 members 
Mstep: Class 21 contains 11786 members 
Mstep: Class 23 contains 34591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034528.000000 Penalty: 42097.890625
Iteration 356Q: 21 clusters Score -5.403453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70857 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108833 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 14 contains 39297 members 
Mstep: Class 15 contains 47974 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 21 contains 11785 members 
Mstep: Class 23 contains 34591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034496.000000 Penalty: 42097.890625
Iteration 357Q: 21 clusters Score -5.40345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70857 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108834 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 14 contains 39297 members 
Mstep: Class 15 contains 47973 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9453 members 
Mstep: Class 21 contains 11785 members 
Mstep: Class 23 contains 34592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034500.000000 Penalty: 42097.890625
Iteration 358Q: 21 clusters Score -5.40345e+07 nChanged 7
Entering ConstructFrom: 
Score: -54034500.000000 Penalty: 42097.890625
Entering ConstructFrom: 
Trying to split cluster 1 (56207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56207 members 
Entering Unmasked Estep 
Score: -7299554.500000 Penalty: 1777.229370
	Iteration 0F: 2 clusters Score -7299554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -7262085.000000 Penalty: 3554.458740
	Iteration 0F: 3 clusters Score -7262085 nChanged 26466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -7277127.500000 Penalty: 3554.458740
	Iteration 1F: 3 clusters Score -7277128 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -7277835.500000 Penalty: 3554.458740
	Iteration 2Q: 3 clusters Score -7277836 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -7278791.000000 Penalty: 3554.458740
	Iteration 3Q: 3 clusters Score -7278791 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -7280459.000000 Penalty: 3554.458740
	Iteration 4F: 3 clusters Score -7280459 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -7283282.500000 Penalty: 3554.458740
	Iteration 5F: 3 clusters Score -7283282 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -7287618.000000 Penalty: 3554.458740
	Iteration 6F: 3 clusters Score -7287618 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -7292388.500000 Penalty: 3554.458740
	Iteration 7F: 3 clusters Score -7292388 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -7295778.500000 Penalty: 3554.458740
	Iteration 8F: 3 clusters Score -7295778 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 55328 members 
Entering Unmasked Estep 
Score: -7297265.000000 Penalty: 3554.458740
	Iteration 9Q: 3 clusters Score -7297265 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -7297700.500000 Penalty: 3554.458740
	Iteration 10Q: 3 clusters Score -7297700 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 55945 members 
Entering Unmasked Estep 
Score: -7297877.000000 Penalty: 3554.458740
	Iteration 11Q: 3 clusters Score -7297877 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -7297954.000000 Penalty: 3554.458740
	Iteration 12Q: 3 clusters Score -7297954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 56022 members 
Entering Unmasked Estep 
Score: -7298006.500000 Penalty: 3554.458740
	Iteration 13Q: 3 clusters Score -7298006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 56036 members 
Entering Unmasked Estep 
Score: -7298050.000000 Penalty: 3554.458740
	Iteration 14Q: 3 clusters Score -7298050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 56041 members 
Entering Unmasked Estep 
Score: -7298059.000000 Penalty: 3554.458740
	Iteration 15Q: 3 clusters Score -7298059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 56043 members 
Entering Unmasked Estep 
Score: -7298066.000000 Penalty: 3554.458740
	Iteration 16Q: 3 clusters Score -7298066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 56042 members 
Entering Unmasked Estep 
Score: -7298076.500000 Penalty: 3554.458740
	Iteration 17Q: 3 clusters Score -7298076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -7298078.500000 Penalty: 3554.458740
	Iteration 18Q: 3 clusters Score -7298078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 56038 members 
Entering Unmasked Estep 
Score: -7298078.500000 Penalty: 3554.458740
	Iteration 19Q: 3 clusters Score -7298078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 56038 members 
Entering Unmasked Estep 
Score: -7298078.500000 Penalty: 3554.458740
	Iteration 20F: 3 clusters Score -7298078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -51409.683594 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -51409.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50464.125000 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -50464.12 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -50581.828125 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -50581.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50604.664062 Penalty: 1876.729248
	Iteration 2Q: 3 clusters Score -50604.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50612.515625 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -50612.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50612.515625 Penalty: 1876.729248
	Iteration 4F: 3 clusters Score -50612.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -67808.523438 Penalty: 1068.223022
	Iteration 0F: 2 clusters Score -67808.52 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 365 members 
Entering Unmasked Estep 
Score: -66651.117188 Penalty: 2136.446045
	Iteration 0F: 3 clusters Score -66651.12 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -66995.687500 Penalty: 2136.446045
	Iteration 1F: 3 clusters Score -66995.69 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -67177.484375 Penalty: 2136.446045
	Iteration 2F: 3 clusters Score -67177.48 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -67408.687500 Penalty: 2136.446045
	Iteration 3F: 3 clusters Score -67408.69 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -67595.093750 Penalty: 2136.446045
	Iteration 4F: 3 clusters Score -67595.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -67662.796875 Penalty: 2136.446045
	Iteration 5Q: 3 clusters Score -67662.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -67710.218750 Penalty: 2136.446045
	Iteration 6Q: 3 clusters Score -67710.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -67744.484375 Penalty: 2136.446045
	Iteration 7Q: 3 clusters Score -67744.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -67761.640625 Penalty: 2136.446045
	Iteration 8Q: 3 clusters Score -67761.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -67789.812500 Penalty: 2136.446045
	Iteration 9Q: 3 clusters Score -67789.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -67803.031250 Penalty: 2136.446045
	Iteration 10Q: 3 clusters Score -67803.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -67821.015625 Penalty: 2136.446045
	Iteration 11Q: 3 clusters Score -67821.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -67827.242188 Penalty: 2136.446045
	Iteration 12Q: 3 clusters Score -67827.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -67828.656250 Penalty: 2136.446045
	Iteration 13Q: 3 clusters Score -67828.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -67828.656250 Penalty: 2136.446045
	Iteration 14F: 3 clusters Score -67828.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 272 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70856 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108833 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 13 contains 444 members 
Mstep: Class 14 contains 39299 members 
Mstep: Class 15 contains 47970 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 21 contains 11785 members 
Mstep: Class 23 contains 34594 members 
Entering Unmasked Estep 
Score: -54033496.000000 Penalty: 44202.781250
Splitting cluster 3 changes total score from -54034500.000000 to -54033496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -75433.789062 Penalty: 1059.840088
	Iteration 0F: 2 clusters Score -75433.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -74241.093750 Penalty: 2119.680176
	Iteration 0F: 3 clusters Score -74241.09 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74501.765625 Penalty: 2119.680176
	Iteration 1F: 3 clusters Score -74501.77 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -74718.460938 Penalty: 2119.680176
	Iteration 2F: 3 clusters Score -74718.46 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -74928.781250 Penalty: 2119.680176
	Iteration 3F: 3 clusters Score -74928.78 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -75079.937500 Penalty: 2119.680176
	Iteration 4F: 3 clusters Score -75079.94 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -75235.593750 Penalty: 2119.680176
	Iteration 5F: 3 clusters Score -75235.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75375.226562 Penalty: 2119.680176
	Iteration 6Q: 3 clusters Score -75375.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -75431.500000 Penalty: 2119.680176
	Iteration 7Q: 3 clusters Score -75431.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -75460.109375 Penalty: 2119.680176
	Iteration 8Q: 3 clusters Score -75460.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -75486.992188 Penalty: 2119.680176
	Iteration 9Q: 3 clusters Score -75486.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -75498.304688 Penalty: 2119.680176
	Iteration 10Q: 3 clusters Score -75498.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -75502.992188 Penalty: 2119.680176
	Iteration 11Q: 3 clusters Score -75502.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -75512.593750 Penalty: 2119.680176
	Iteration 12Q: 3 clusters Score -75512.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -75529.281250 Penalty: 2119.680176
	Iteration 13Q: 3 clusters Score -75529.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75540.218750 Penalty: 2119.680176
	Iteration 14Q: 3 clusters Score -75540.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75548.492188 Penalty: 2119.680176
	Iteration 15Q: 3 clusters Score -75548.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75557.101562 Penalty: 2119.680176
	Iteration 16Q: 3 clusters Score -75557.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -75566.898438 Penalty: 2119.680176
	Iteration 17Q: 3 clusters Score -75566.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75572.796875 Penalty: 2119.680176
	Iteration 18Q: 3 clusters Score -75572.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -75579.109375 Penalty: 2119.680176
	Iteration 19Q: 3 clusters Score -75579.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -75584.953125 Penalty: 2119.680176
	Iteration 20F: 3 clusters Score -75584.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70856 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108833 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 13 contains 301 members 
Mstep: Class 14 contains 39299 members 
Mstep: Class 15 contains 47970 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 21 contains 11785 members 
Mstep: Class 23 contains 34594 members 
Entering Unmasked Estep 
Score: -54033612.000000 Penalty: 44202.781250
Splitting cluster 4 changes total score from -54034500.000000 to -54033612.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Entering Unmasked Estep 
Score: -367541.531250 Penalty: 1291.440308
	Iteration 0F: 2 clusters Score -367541.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -364892.187500 Penalty: 2582.880615
	Iteration 0F: 3 clusters Score -364892.2 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -365475.250000 Penalty: 2582.880615
	Iteration 1F: 3 clusters Score -365475.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -365603.875000 Penalty: 2582.880615
	Iteration 2F: 3 clusters Score -365603.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -365699.218750 Penalty: 2582.880615
	Iteration 3F: 3 clusters Score -365699.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -365773.500000 Penalty: 2582.880615
	Iteration 4Q: 3 clusters Score -365773.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -365821.000000 Penalty: 2582.880615
	Iteration 5Q: 3 clusters Score -365821 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -365856.968750 Penalty: 2582.880615
	Iteration 6Q: 3 clusters Score -365857 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -365889.875000 Penalty: 2582.880615
	Iteration 7Q: 3 clusters Score -365889.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -365920.906250 Penalty: 2582.880615
	Iteration 8Q: 3 clusters Score -365920.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -365953.125000 Penalty: 2582.880615
	Iteration 9Q: 3 clusters Score -365953.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -365980.125000 Penalty: 2582.880615
	Iteration 10Q: 3 clusters Score -365980.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -366008.937500 Penalty: 2582.880615
	Iteration 11Q: 3 clusters Score -366008.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -366038.812500 Penalty: 2582.880615
	Iteration 12Q: 3 clusters Score -366038.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -366078.593750 Penalty: 2582.880615
	Iteration 13Q: 3 clusters Score -366078.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -366117.312500 Penalty: 2582.880615
	Iteration 14Q: 3 clusters Score -366117.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -366161.312500 Penalty: 2582.880615
	Iteration 15Q: 3 clusters Score -366161.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -366190.750000 Penalty: 2582.880615
	Iteration 16Q: 3 clusters Score -366190.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -366208.843750 Penalty: 2582.880615
	Iteration 17Q: 3 clusters Score -366208.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -366219.812500 Penalty: 2582.880615
	Iteration 18Q: 3 clusters Score -366219.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -366230.375000 Penalty: 2582.880615
	Iteration 19Q: 3 clusters Score -366230.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -366239.562500 Penalty: 2582.880615
	Iteration 20F: 3 clusters Score -366239.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -366247.875000 Penalty: 2582.880615
	Iteration 21Q: 3 clusters Score -366247.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -366252.656250 Penalty: 2582.880615
	Iteration 22Q: 3 clusters Score -366252.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -366255.343750 Penalty: 2582.880615
	Iteration 23Q: 3 clusters Score -366255.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -366258.843750 Penalty: 2582.880615
	Iteration 24Q: 3 clusters Score -366258.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -366261.468750 Penalty: 2582.880615
	Iteration 25Q: 3 clusters Score -366261.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -366262.531250 Penalty: 2582.880615
	Iteration 26Q: 3 clusters Score -366262.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -366264.468750 Penalty: 2582.880615
	Iteration 27Q: 3 clusters Score -366264.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -366266.031250 Penalty: 2582.880615
	Iteration 28Q: 3 clusters Score -366266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -366266.718750 Penalty: 2582.880615
	Iteration 29Q: 3 clusters Score -366266.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -366268.281250 Penalty: 2582.880615
	Iteration 30Q: 3 clusters Score -366268.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -366270.187500 Penalty: 2582.880615
	Iteration 31Q: 3 clusters Score -366270.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -366270.312500 Penalty: 2582.880615
	Iteration 32Q: 3 clusters Score -366270.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -366271.062500 Penalty: 2582.880615
	Iteration 33Q: 3 clusters Score -366271.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -366272.156250 Penalty: 2582.880615
	Iteration 34Q: 3 clusters Score -366272.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -366272.093750 Penalty: 2582.880615
	Iteration 35Q: 3 clusters Score -366272.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -366272.093750 Penalty: 2582.880615
	Iteration 36F: 3 clusters Score -366272.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70856 members 
Entering Unmasked Estep 
Score: -9279305.000000 Penalty: 1814.865723
	Iteration 0F: 2 clusters Score -9279305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -9235476.000000 Penalty: 3629.731445
	Iteration 0F: 3 clusters Score -9235476 nChanged 33730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -9254288.000000 Penalty: 3629.731445
	Iteration 1F: 3 clusters Score -9254288 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -9254697.000000 Penalty: 3629.731445
	Iteration 2Q: 3 clusters Score -9254697 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -9255106.000000 Penalty: 3629.731445
	Iteration 3Q: 3 clusters Score -9255106 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -9255580.000000 Penalty: 3629.731445
	Iteration 4Q: 3 clusters Score -9255580 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -9256215.000000 Penalty: 3629.731445
	Iteration 5Q: 3 clusters Score -9256215 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -9257144.000000 Penalty: 3629.731445
	Iteration 6Q: 3 clusters Score -9257144 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -9258715.000000 Penalty: 3629.731445
	Iteration 7Q: 3 clusters Score -9258715 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -9261306.000000 Penalty: 3629.731445
	Iteration 8F: 3 clusters Score -9261306 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54608 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -9265635.000000 Penalty: 3629.731445
	Iteration 9F: 3 clusters Score -9265635 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61064 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -9270960.000000 Penalty: 3629.731445
	Iteration 10F: 3 clusters Score -9270960 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66359 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -9274746.000000 Penalty: 3629.731445
	Iteration 11F: 3 clusters Score -9274746 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69183 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -9276606.000000 Penalty: 3629.731445
	Iteration 12Q: 3 clusters Score -9276606 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9277244.000000 Penalty: 3629.731445
	Iteration 13Q: 3 clusters Score -9277244 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70497 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9277494.000000 Penalty: 3629.731445
	Iteration 14Q: 3 clusters Score -9277494 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70594 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9277587.000000 Penalty: 3629.731445
	Iteration 15Q: 3 clusters Score -9277587 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70639 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9277633.000000 Penalty: 3629.731445
	Iteration 16Q: 3 clusters Score -9277633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70660 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9277653.000000 Penalty: 3629.731445
	Iteration 17Q: 3 clusters Score -9277653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70670 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9277661.000000 Penalty: 3629.731445
	Iteration 18Q: 3 clusters Score -9277661 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70683 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9277684.000000 Penalty: 3629.731445
	Iteration 19Q: 3 clusters Score -9277684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70690 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9277706.000000 Penalty: 3629.731445
	Iteration 20F: 3 clusters Score -9277706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70689 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9277717.000000 Penalty: 3629.731445
	Iteration 21Q: 3 clusters Score -9277717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70691 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9277717.000000 Penalty: 3629.731445
	Iteration 22Q: 3 clusters Score -9277717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70691 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9277717.000000 Penalty: 3629.731445
	Iteration 23F: 3 clusters Score -9277717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -119894.484375 Penalty: 1115.707275
	Iteration 0F: 2 clusters Score -119894.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -118470.406250 Penalty: 2231.414551
	Iteration 0F: 3 clusters Score -118470.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -118714.531250 Penalty: 2231.414551
	Iteration 1F: 3 clusters Score -118714.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -118771.281250 Penalty: 2231.414551
	Iteration 2F: 3 clusters Score -118771.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -118812.562500 Penalty: 2231.414551
	Iteration 3Q: 3 clusters Score -118812.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -118847.234375 Penalty: 2231.414551
	Iteration 4Q: 3 clusters Score -118847.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -118865.710938 Penalty: 2231.414551
	Iteration 5Q: 3 clusters Score -118865.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -118875.109375 Penalty: 2231.414551
	Iteration 6Q: 3 clusters Score -118875.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -118894.164062 Penalty: 2231.414551
	Iteration 7Q: 3 clusters Score -118894.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -118910.867188 Penalty: 2231.414551
	Iteration 8Q: 3 clusters Score -118910.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -118923.007812 Penalty: 2231.414551
	Iteration 9Q: 3 clusters Score -118923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -118933.445312 Penalty: 2231.414551
	Iteration 10Q: 3 clusters Score -118933.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -118944.937500 Penalty: 2231.414551
	Iteration 11Q: 3 clusters Score -118944.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -118962.562500 Penalty: 2231.414551
	Iteration 12Q: 3 clusters Score -118962.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -118967.390625 Penalty: 2231.414551
	Iteration 13Q: 3 clusters Score -118967.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -118969.945312 Penalty: 2231.414551
	Iteration 14Q: 3 clusters Score -118969.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -118971.664062 Penalty: 2231.414551
	Iteration 15Q: 3 clusters Score -118971.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -118978.804688 Penalty: 2231.414551
	Iteration 16Q: 3 clusters Score -118978.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -118985.882812 Penalty: 2231.414551
	Iteration 17Q: 3 clusters Score -118985.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -118996.601562 Penalty: 2231.414551
	Iteration 18Q: 3 clusters Score -118996.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -119014.773438 Penalty: 2231.414551
	Iteration 19Q: 3 clusters Score -119014.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -119031.929688 Penalty: 2231.414551
	Iteration 20F: 3 clusters Score -119031.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -119040.781250 Penalty: 2231.414551
	Iteration 21Q: 3 clusters Score -119040.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -119049.007812 Penalty: 2231.414551
	Iteration 22Q: 3 clusters Score -119049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -119051.796875 Penalty: 2231.414551
	Iteration 23Q: 3 clusters Score -119051.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -119054.085938 Penalty: 2231.414551
	Iteration 24Q: 3 clusters Score -119054.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -119061.476562 Penalty: 2231.414551
	Iteration 25Q: 3 clusters Score -119061.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -119068.523438 Penalty: 2231.414551
	Iteration 26Q: 3 clusters Score -119068.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -119072.156250 Penalty: 2231.414551
	Iteration 27Q: 3 clusters Score -119072.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -119077.367188 Penalty: 2231.414551
	Iteration 28Q: 3 clusters Score -119077.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -119082.617188 Penalty: 2231.414551
	Iteration 29Q: 3 clusters Score -119082.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -119090.710938 Penalty: 2231.414551
	Iteration 30Q: 3 clusters Score -119090.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -119092.718750 Penalty: 2231.414551
	Iteration 31Q: 3 clusters Score -119092.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -119093.539062 Penalty: 2231.414551
	Iteration 32Q: 3 clusters Score -119093.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -119095.078125 Penalty: 2231.414551
	Iteration 33Q: 3 clusters Score -119095.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -119097.843750 Penalty: 2231.414551
	Iteration 34Q: 3 clusters Score -119097.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -119099.265625 Penalty: 2231.414551
	Iteration 35Q: 3 clusters Score -119099.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -119100.664062 Penalty: 2231.414551
	Iteration 36Q: 3 clusters Score -119100.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -119100.664062 Penalty: 2231.414551
	Iteration 37F: 3 clusters Score -119100.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Entering Unmasked Estep 
Score: -397434.718750 Penalty: 1303.827148
	Iteration 0F: 2 clusters Score -397434.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -394727.187500 Penalty: 2607.654297
	Iteration 0F: 3 clusters Score -394727.2 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -395351.718750 Penalty: 2607.654297
	Iteration 1F: 3 clusters Score -395351.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -395461.843750 Penalty: 2607.654297
	Iteration 2F: 3 clusters Score -395461.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -395527.468750 Penalty: 2607.654297
	Iteration 3Q: 3 clusters Score -395527.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -395576.781250 Penalty: 2607.654297
	Iteration 4Q: 3 clusters Score -395576.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -395613.593750 Penalty: 2607.654297
	Iteration 5Q: 3 clusters Score -395613.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -395635.062500 Penalty: 2607.654297
	Iteration 6Q: 3 clusters Score -395635.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -395652.656250 Penalty: 2607.654297
	Iteration 7Q: 3 clusters Score -395652.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -395661.781250 Penalty: 2607.654297
	Iteration 8Q: 3 clusters Score -395661.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -395671.031250 Penalty: 2607.654297
	Iteration 9Q: 3 clusters Score -395671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -395678.093750 Penalty: 2607.654297
	Iteration 10Q: 3 clusters Score -395678.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -395684.593750 Penalty: 2607.654297
	Iteration 11Q: 3 clusters Score -395684.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -395693.062500 Penalty: 2607.654297
	Iteration 12Q: 3 clusters Score -395693.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -395698.437500 Penalty: 2607.654297
	Iteration 13Q: 3 clusters Score -395698.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -395700.375000 Penalty: 2607.654297
	Iteration 14Q: 3 clusters Score -395700.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -395702.593750 Penalty: 2607.654297
	Iteration 15Q: 3 clusters Score -395702.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -395704.687500 Penalty: 2607.654297
	Iteration 16Q: 3 clusters Score -395704.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -395706.968750 Penalty: 2607.654297
	Iteration 17Q: 3 clusters Score -395707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -395708.906250 Penalty: 2607.654297
	Iteration 18Q: 3 clusters Score -395708.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -395710.000000 Penalty: 2607.654297
	Iteration 19Q: 3 clusters Score -395710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -395709.937500 Penalty: 2607.654297
	Iteration 20F: 3 clusters Score -395709.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -395711.062500 Penalty: 2607.654297
	Iteration 21Q: 3 clusters Score -395711.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -395712.906250 Penalty: 2607.654297
	Iteration 22Q: 3 clusters Score -395712.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -395713.906250 Penalty: 2607.654297
	Iteration 23Q: 3 clusters Score -395713.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -395714.406250 Penalty: 2607.654297
	Iteration 24Q: 3 clusters Score -395714.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -395714.593750 Penalty: 2607.654297
	Iteration 25Q: 3 clusters Score -395714.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -395716.968750 Penalty: 2607.654297
	Iteration 26Q: 3 clusters Score -395717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -395716.937500 Penalty: 2607.654297
	Iteration 27Q: 3 clusters Score -395716.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -395717.593750 Penalty: 2607.654297
	Iteration 28Q: 3 clusters Score -395717.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -395718.125000 Penalty: 2607.654297
	Iteration 29Q: 3 clusters Score -395718.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -395718.437500 Penalty: 2607.654297
	Iteration 30Q: 3 clusters Score -395718.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -395718.750000 Penalty: 2607.654297
	Iteration 31Q: 3 clusters Score -395718.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -395718.750000 Penalty: 2607.654297
	Iteration 32F: 3 clusters Score -395718.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -27918.966797 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -27918.97 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 203 members 
Entering Unmasked Estep 
Score: -27124.015625 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -27124.02 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -27484.306641 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -27484.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -27607.763672 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -27607.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -27692.644531 Penalty: 1937.326660
	Iteration 3Q: 3 clusters Score -27692.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -27721.453125 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -27721.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -27725.316406 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -27725.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -27731.591797 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -27731.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -27737.972656 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -27737.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -27753.978516 Penalty: 1937.326660
	Iteration 8Q: 3 clusters Score -27753.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -27753.978516 Penalty: 1937.326660
	Iteration 9F: 3 clusters Score -27753.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Entering Unmasked Estep 
Score: -2824442.500000 Penalty: 1621.672485
	Iteration 0F: 2 clusters Score -2824442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2809697.500000 Penalty: 3243.344971
	Iteration 0F: 3 clusters Score -2809698 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2815093.000000 Penalty: 3243.344971
	Iteration 1F: 3 clusters Score -2815093 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2815437.750000 Penalty: 3243.344971
	Iteration 2Q: 3 clusters Score -2815438 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2815835.500000 Penalty: 3243.344971
	Iteration 3Q: 3 clusters Score -2815836 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2816298.000000 Penalty: 3243.344971
	Iteration 4Q: 3 clusters Score -2816298 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2817009.500000 Penalty: 3243.344971
	Iteration 5F: 3 clusters Score -2817010 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2818088.250000 Penalty: 3243.344971
	Iteration 6F: 3 clusters Score -2818088 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2819565.000000 Penalty: 3243.344971
	Iteration 7F: 3 clusters Score -2819565 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2821050.750000 Penalty: 3243.344971
	Iteration 8F: 3 clusters Score -2821051 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2822116.000000 Penalty: 3243.344971
	Iteration 9Q: 3 clusters Score -2822116 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2822646.750000 Penalty: 3243.344971
	Iteration 10Q: 3 clusters Score -2822647 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2822867.750000 Penalty: 3243.344971
	Iteration 11Q: 3 clusters Score -2822868 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2822916.000000 Penalty: 3243.344971
	Iteration 12Q: 3 clusters Score -2822916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2822951.750000 Penalty: 3243.344971
	Iteration 13Q: 3 clusters Score -2822952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2822966.000000 Penalty: 3243.344971
	Iteration 14Q: 3 clusters Score -2822966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2822979.000000 Penalty: 3243.344971
	Iteration 15Q: 3 clusters Score -2822979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -2822992.500000 Penalty: 3243.344971
	Iteration 16Q: 3 clusters Score -2822992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2823001.500000 Penalty: 3243.344971
	Iteration 17Q: 3 clusters Score -2823002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2823009.500000 Penalty: 3243.344971
	Iteration 18Q: 3 clusters Score -2823010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -2823010.750000 Penalty: 3243.344971
	Iteration 19Q: 3 clusters Score -2823011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2823012.500000 Penalty: 3243.344971
	Iteration 20F: 3 clusters Score -2823012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (108833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108833 members 
Entering Unmasked Estep 
Score: -14047106.000000 Penalty: 1884.604980
	Iteration 0F: 2 clusters Score -1.404711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 54710 members 
Entering Unmasked Estep 
Score: -13976956.000000 Penalty: 3769.209961
	Iteration 0F: 3 clusters Score -1.397696e+07 nChanged 52141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 60303 members 
Entering Unmasked Estep 
Score: -14007828.000000 Penalty: 3769.209961
	Iteration 1F: 3 clusters Score -1.400783e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 63490 members 
Entering Unmasked Estep 
Score: -14009313.000000 Penalty: 3769.209961
	Iteration 2Q: 3 clusters Score -1.400931e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 68163 members 
Entering Unmasked Estep 
Score: -14011758.000000 Penalty: 3769.209961
	Iteration 3Q: 3 clusters Score -1.401176e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 74723 members 
Entering Unmasked Estep 
Score: -14016172.000000 Penalty: 3769.209961
	Iteration 4F: 3 clusters Score -1.401617e+07 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 83361 members 
Entering Unmasked Estep 
Score: -14023054.000000 Penalty: 3769.209961
	Iteration 5F: 3 clusters Score -1.402305e+07 nChanged 9507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 92850 members 
Entering Unmasked Estep 
Score: -14031653.000000 Penalty: 3769.209961
	Iteration 6F: 3 clusters Score -1.403165e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 100886 members 
Entering Unmasked Estep 
Score: -14040181.000000 Penalty: 3769.209961
	Iteration 7F: 3 clusters Score -1.404018e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 105716 members 
Entering Unmasked Estep 
Score: -14043856.000000 Penalty: 3769.209961
	Iteration 8Q: 3 clusters Score -1.404386e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 107755 members 
Entering Unmasked Estep 
Score: -14044896.000000 Penalty: 3769.209961
	Iteration 9Q: 3 clusters Score -1.40449e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 108396 members 
Entering Unmasked Estep 
Score: -14045223.000000 Penalty: 3769.209961
	Iteration 10Q: 3 clusters Score -1.404522e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 108577 members 
Entering Unmasked Estep 
Score: -14045349.000000 Penalty: 3769.209961
	Iteration 11Q: 3 clusters Score -1.404535e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 108627 members 
Entering Unmasked Estep 
Score: -14045420.000000 Penalty: 3769.209961
	Iteration 12Q: 3 clusters Score -1.404542e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 108645 members 
Entering Unmasked Estep 
Score: -14045456.000000 Penalty: 3769.209961
	Iteration 13Q: 3 clusters Score -1.404546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 108653 members 
Entering Unmasked Estep 
Score: -14045488.000000 Penalty: 3769.209961
	Iteration 14Q: 3 clusters Score -1.404549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 108653 members 
Entering Unmasked Estep 
Score: -14045500.000000 Penalty: 3769.209961
	Iteration 15Q: 3 clusters Score -1.40455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 108653 members 
Entering Unmasked Estep 
Score: -14045497.000000 Penalty: 3769.209961
	Iteration 16Q: 3 clusters Score -1.40455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 108654 members 
Entering Unmasked Estep 
Score: -14045513.000000 Penalty: 3769.209961
	Iteration 17Q: 3 clusters Score -1.404551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 108654 members 
Entering Unmasked Estep 
Score: -14045513.000000 Penalty: 3769.209961
	Iteration 18F: 3 clusters Score -1.404551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Entering Unmasked Estep 
Score: -1366835.250000 Penalty: 1510.713989
	Iteration 0F: 2 clusters Score -1366835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1359118.500000 Penalty: 3021.427979
	Iteration 0F: 3 clusters Score -1359118 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1361599.125000 Penalty: 3021.427979
	Iteration 1F: 3 clusters Score -1361599 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1361870.500000 Penalty: 3021.427979
	Iteration 2F: 3 clusters Score -1361870 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1362114.750000 Penalty: 3021.427979
	Iteration 3F: 3 clusters Score -1362115 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1362361.125000 Penalty: 3021.427979
	Iteration 4Q: 3 clusters Score -1362361 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1362616.625000 Penalty: 3021.427979
	Iteration 5Q: 3 clusters Score -1362617 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1362895.250000 Penalty: 3021.427979
	Iteration 6Q: 3 clusters Score -1362895 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1363190.250000 Penalty: 3021.427979
	Iteration 7Q: 3 clusters Score -1363190 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1363520.750000 Penalty: 3021.427979
	Iteration 8Q: 3 clusters Score -1363521 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1363835.375000 Penalty: 3021.427979
	Iteration 9Q: 3 clusters Score -1363835 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1364170.250000 Penalty: 3021.427979
	Iteration 10Q: 3 clusters Score -1364170 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1364559.000000 Penalty: 3021.427979
	Iteration 11Q: 3 clusters Score -1364559 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1364927.625000 Penalty: 3021.427979
	Iteration 12Q: 3 clusters Score -1364928 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1365125.750000 Penalty: 3021.427979
	Iteration 13Q: 3 clusters Score -1365126 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1365224.750000 Penalty: 3021.427979
	Iteration 14Q: 3 clusters Score -1365225 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1365290.750000 Penalty: 3021.427979
	Iteration 15Q: 3 clusters Score -1365291 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1365331.125000 Penalty: 3021.427979
	Iteration 16Q: 3 clusters Score -1365331 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1365363.750000 Penalty: 3021.427979
	Iteration 17Q: 3 clusters Score -1365364 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1365381.750000 Penalty: 3021.427979
	Iteration 18Q: 3 clusters Score -1365382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1365396.000000 Penalty: 3021.427979
	Iteration 19Q: 3 clusters Score -1365396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1365409.625000 Penalty: 3021.427979
	Iteration 20F: 3 clusters Score -1365410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1365417.250000 Penalty: 3021.427979
	Iteration 21Q: 3 clusters Score -1365417 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1365435.250000 Penalty: 3021.427979
	Iteration 22Q: 3 clusters Score -1365435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1365449.625000 Penalty: 3021.427979
	Iteration 23Q: 3 clusters Score -1365450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1365454.125000 Penalty: 3021.427979
	Iteration 24Q: 3 clusters Score -1365454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1365468.750000 Penalty: 3021.427979
	Iteration 25Q: 3 clusters Score -1365469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1365470.750000 Penalty: 3021.427979
	Iteration 26Q: 3 clusters Score -1365471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1365477.000000 Penalty: 3021.427979
	Iteration 27Q: 3 clusters Score -1365477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1365482.375000 Penalty: 3021.427979
	Iteration 28Q: 3 clusters Score -1365482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1365482.375000 Penalty: 3021.427979
	Iteration 29Q: 3 clusters Score -1365482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1365484.125000 Penalty: 3021.427979
	Iteration 30Q: 3 clusters Score -1365484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1365485.500000 Penalty: 3021.427979
	Iteration 31Q: 3 clusters Score -1365486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1365487.500000 Penalty: 3021.427979
	Iteration 32Q: 3 clusters Score -1365488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1365488.000000 Penalty: 3021.427979
	Iteration 33Q: 3 clusters Score -1365488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1365489.125000 Penalty: 3021.427979
	Iteration 34Q: 3 clusters Score -1365489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1365489.000000 Penalty: 3021.427979
	Iteration 35Q: 3 clusters Score -1365489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1365488.875000 Penalty: 3021.427979
	Iteration 36Q: 3 clusters Score -1365489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1365488.875000 Penalty: 3021.427979
	Iteration 37Q: 3 clusters Score -1365489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1365490.125000 Penalty: 3021.427979
	Iteration 38Q: 3 clusters Score -1365490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1365491.250000 Penalty: 3021.427979
	Iteration 39Q: 3 clusters Score -1365491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1365497.250000 Penalty: 3021.427979
	Iteration 40F: 3 clusters Score -1365497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1365502.250000 Penalty: 3021.427979
	Iteration 41Q: 3 clusters Score -1365502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1365504.000000 Penalty: 3021.427979
	Iteration 42Q: 3 clusters Score -1365504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1365508.125000 Penalty: 3021.427979
	Iteration 43Q: 3 clusters Score -1365508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1365514.250000 Penalty: 3021.427979
	Iteration 44Q: 3 clusters Score -1365514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1365528.500000 Penalty: 3021.427979
	Iteration 45Q: 3 clusters Score -1365528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1365545.625000 Penalty: 3021.427979
	Iteration 46Q: 3 clusters Score -1365546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1365560.000000 Penalty: 3021.427979
	Iteration 47Q: 3 clusters Score -1365560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1365578.625000 Penalty: 3021.427979
	Iteration 48Q: 3 clusters Score -1365579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1365605.875000 Penalty: 3021.427979
	Iteration 49Q: 3 clusters Score -1365606 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1365654.000000 Penalty: 3021.427979
	Iteration 50Q: 3 clusters Score -1365654 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1365707.000000 Penalty: 3021.427979
	Iteration 51Q: 3 clusters Score -1365707 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1365753.500000 Penalty: 3021.427979
	Iteration 52Q: 3 clusters Score -1365754 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1365792.625000 Penalty: 3021.427979
	Iteration 53Q: 3 clusters Score -1365793 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1365816.000000 Penalty: 3021.427979
	Iteration 54Q: 3 clusters Score -1365816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1365828.000000 Penalty: 3021.427979
	Iteration 55Q: 3 clusters Score -1365828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1365838.250000 Penalty: 3021.427979
	Iteration 56Q: 3 clusters Score -1365838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1365847.500000 Penalty: 3021.427979
	Iteration 57Q: 3 clusters Score -1365848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1365855.000000 Penalty: 3021.427979
	Iteration 58Q: 3 clusters Score -1365855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1365862.625000 Penalty: 3021.427979
	Iteration 59Q: 3 clusters Score -1365863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1365872.875000 Penalty: 3021.427979
	Iteration 60F: 3 clusters Score -1365873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1365881.625000 Penalty: 3021.427979
	Iteration 61Q: 3 clusters Score -1365882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1365886.875000 Penalty: 3021.427979
	Iteration 62Q: 3 clusters Score -1365887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1365893.625000 Penalty: 3021.427979
	Iteration 63Q: 3 clusters Score -1365894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1365897.250000 Penalty: 3021.427979
	Iteration 64Q: 3 clusters Score -1365897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1365903.125000 Penalty: 3021.427979
	Iteration 65Q: 3 clusters Score -1365903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1365907.875000 Penalty: 3021.427979
	Iteration 66Q: 3 clusters Score -1365908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1365914.500000 Penalty: 3021.427979
	Iteration 67Q: 3 clusters Score -1365914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1365917.500000 Penalty: 3021.427979
	Iteration 68Q: 3 clusters Score -1365918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1365920.750000 Penalty: 3021.427979
	Iteration 69Q: 3 clusters Score -1365921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1365926.250000 Penalty: 3021.427979
	Iteration 70Q: 3 clusters Score -1365926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1365928.875000 Penalty: 3021.427979
	Iteration 71Q: 3 clusters Score -1365929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1365932.750000 Penalty: 3021.427979
	Iteration 72Q: 3 clusters Score -1365933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1365933.000000 Penalty: 3021.427979
	Iteration 73Q: 3 clusters Score -1365933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1365936.125000 Penalty: 3021.427979
	Iteration 74Q: 3 clusters Score -1365936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1365938.125000 Penalty: 3021.427979
	Iteration 75Q: 3 clusters Score -1365938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1365942.625000 Penalty: 3021.427979
	Iteration 76Q: 3 clusters Score -1365943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1365943.875000 Penalty: 3021.427979
	Iteration 77Q: 3 clusters Score -1365944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1365945.875000 Penalty: 3021.427979
	Iteration 78Q: 3 clusters Score -1365946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1365948.375000 Penalty: 3021.427979
	Iteration 79Q: 3 clusters Score -1365948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1365951.875000 Penalty: 3021.427979
	Iteration 80F: 3 clusters Score -1365952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1365953.125000 Penalty: 3021.427979
	Iteration 81Q: 3 clusters Score -1365953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1365951.500000 Penalty: 3021.427979
	Iteration 82Q: 3 clusters Score -1365952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1365953.875000 Penalty: 3021.427979
	Iteration 83Q: 3 clusters Score -1365954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1365955.000000 Penalty: 3021.427979
	Iteration 84Q: 3 clusters Score -1365955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1365957.750000 Penalty: 3021.427979
	Iteration 85Q: 3 clusters Score -1365958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1365960.875000 Penalty: 3021.427979
	Iteration 86Q: 3 clusters Score -1365961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1365959.625000 Penalty: 3021.427979
	Iteration 87Q: 3 clusters Score -1365960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1365959.375000 Penalty: 3021.427979
	Iteration 88Q: 3 clusters Score -1365959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1365959.250000 Penalty: 3021.427979
	Iteration 89Q: 3 clusters Score -1365959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1365958.750000 Penalty: 3021.427979
	Iteration 90Q: 3 clusters Score -1365959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1365958.750000 Penalty: 3021.427979
	Iteration 91F: 3 clusters Score -1365959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Entering Unmasked Estep 
Score: -5222233.500000 Penalty: 1719.080078
	Iteration 0F: 2 clusters Score -5222234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -5196085.000000 Penalty: 3438.160156
	Iteration 0F: 3 clusters Score -5196085 nChanged 18190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -5206323.500000 Penalty: 3438.160156
	Iteration 1F: 3 clusters Score -5206324 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -5206681.500000 Penalty: 3438.160156
	Iteration 2Q: 3 clusters Score -5206682 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -5206986.500000 Penalty: 3438.160156
	Iteration 3Q: 3 clusters Score -5206986 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -5207261.000000 Penalty: 3438.160156
	Iteration 4Q: 3 clusters Score -5207261 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -5207541.500000 Penalty: 3438.160156
	Iteration 5Q: 3 clusters Score -5207542 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -5207800.500000 Penalty: 3438.160156
	Iteration 6Q: 3 clusters Score -5207800 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -5208059.000000 Penalty: 3438.160156
	Iteration 7Q: 3 clusters Score -5208059 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -5208364.000000 Penalty: 3438.160156
	Iteration 8Q: 3 clusters Score -5208364 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -5208720.500000 Penalty: 3438.160156
	Iteration 9Q: 3 clusters Score -5208720 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -5209202.000000 Penalty: 3438.160156
	Iteration 10Q: 3 clusters Score -5209202 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -5210005.500000 Penalty: 3438.160156
	Iteration 11Q: 3 clusters Score -5210006 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -5211141.000000 Penalty: 3438.160156
	Iteration 12Q: 3 clusters Score -5211141 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -5212549.000000 Penalty: 3438.160156
	Iteration 13Q: 3 clusters Score -5212549 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -5213948.000000 Penalty: 3438.160156
	Iteration 14Q: 3 clusters Score -5213948 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -5214833.000000 Penalty: 3438.160156
	Iteration 15Q: 3 clusters Score -5214833 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -5215258.500000 Penalty: 3438.160156
	Iteration 16Q: 3 clusters Score -5215258 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -5215524.000000 Penalty: 3438.160156
	Iteration 17Q: 3 clusters Score -5215524 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -5215720.500000 Penalty: 3438.160156
	Iteration 18Q: 3 clusters Score -5215720 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -5215907.000000 Penalty: 3438.160156
	Iteration 19Q: 3 clusters Score -5215907 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -5216107.000000 Penalty: 3438.160156
	Iteration 20F: 3 clusters Score -5216107 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -5216308.000000 Penalty: 3438.160156
	Iteration 21Q: 3 clusters Score -5216308 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -5216547.000000 Penalty: 3438.160156
	Iteration 22Q: 3 clusters Score -5216547 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -5216735.500000 Penalty: 3438.160156
	Iteration 23Q: 3 clusters Score -5216736 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -5216931.500000 Penalty: 3438.160156
	Iteration 24Q: 3 clusters Score -5216932 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -5217131.000000 Penalty: 3438.160156
	Iteration 25Q: 3 clusters Score -5217131 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -5217332.500000 Penalty: 3438.160156
	Iteration 26Q: 3 clusters Score -5217332 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -5217553.000000 Penalty: 3438.160156
	Iteration 27Q: 3 clusters Score -5217553 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -5217775.000000 Penalty: 3438.160156
	Iteration 28Q: 3 clusters Score -5217775 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -5218013.000000 Penalty: 3438.160156
	Iteration 29Q: 3 clusters Score -5218013 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -5218188.500000 Penalty: 3438.160156
	Iteration 30Q: 3 clusters Score -5218188 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -5218429.000000 Penalty: 3438.160156
	Iteration 31Q: 3 clusters Score -5218429 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -5218626.500000 Penalty: 3438.160156
	Iteration 32Q: 3 clusters Score -5218626 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -5218811.500000 Penalty: 3438.160156
	Iteration 33Q: 3 clusters Score -5218812 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -5218955.000000 Penalty: 3438.160156
	Iteration 34Q: 3 clusters Score -5218955 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -5219147.500000 Penalty: 3438.160156
	Iteration 35Q: 3 clusters Score -5219148 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5219296.500000 Penalty: 3438.160156
	Iteration 36Q: 3 clusters Score -5219296 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5219455.000000 Penalty: 3438.160156
	Iteration 37Q: 3 clusters Score -5219455 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5219607.500000 Penalty: 3438.160156
	Iteration 38Q: 3 clusters Score -5219608 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5219745.500000 Penalty: 3438.160156
	Iteration 39Q: 3 clusters Score -5219746 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5219887.000000 Penalty: 3438.160156
	Iteration 40F: 3 clusters Score -5219887 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5220018.500000 Penalty: 3438.160156
	Iteration 41Q: 3 clusters Score -5220018 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5220139.000000 Penalty: 3438.160156
	Iteration 42Q: 3 clusters Score -5220139 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5220216.500000 Penalty: 3438.160156
	Iteration 43Q: 3 clusters Score -5220216 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5220298.500000 Penalty: 3438.160156
	Iteration 44Q: 3 clusters Score -5220298 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5220344.000000 Penalty: 3438.160156
	Iteration 45Q: 3 clusters Score -5220344 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5220385.500000 Penalty: 3438.160156
	Iteration 46Q: 3 clusters Score -5220386 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5220417.500000 Penalty: 3438.160156
	Iteration 47Q: 3 clusters Score -5220418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5220457.500000 Penalty: 3438.160156
	Iteration 48Q: 3 clusters Score -5220458 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5220484.000000 Penalty: 3438.160156
	Iteration 49Q: 3 clusters Score -5220484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5220499.500000 Penalty: 3438.160156
	Iteration 50Q: 3 clusters Score -5220500 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5220520.500000 Penalty: 3438.160156
	Iteration 51Q: 3 clusters Score -5220520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5220547.500000 Penalty: 3438.160156
	Iteration 52Q: 3 clusters Score -5220548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5220576.500000 Penalty: 3438.160156
	Iteration 53Q: 3 clusters Score -5220576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5220588.000000 Penalty: 3438.160156
	Iteration 54Q: 3 clusters Score -5220588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5220602.000000 Penalty: 3438.160156
	Iteration 55Q: 3 clusters Score -5220602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5220611.000000 Penalty: 3438.160156
	Iteration 56Q: 3 clusters Score -5220611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5220611.000000 Penalty: 3438.160156
	Iteration 57Q: 3 clusters Score -5220611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5220617.500000 Penalty: 3438.160156
	Iteration 58Q: 3 clusters Score -5220618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5220622.000000 Penalty: 3438.160156
	Iteration 59Q: 3 clusters Score -5220622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5220635.500000 Penalty: 3438.160156
	Iteration 60F: 3 clusters Score -5220636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5220637.500000 Penalty: 3438.160156
	Iteration 61Q: 3 clusters Score -5220638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5220641.000000 Penalty: 3438.160156
	Iteration 62Q: 3 clusters Score -5220641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5220643.000000 Penalty: 3438.160156
	Iteration 63Q: 3 clusters Score -5220643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5220642.500000 Penalty: 3438.160156
	Iteration 64Q: 3 clusters Score -5220642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5220639.000000 Penalty: 3438.160156
	Iteration 65Q: 3 clusters Score -5220639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5220641.000000 Penalty: 3438.160156
	Iteration 66Q: 3 clusters Score -5220641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5220643.500000 Penalty: 3438.160156
	Iteration 67Q: 3 clusters Score -5220644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5220644.500000 Penalty: 3438.160156
	Iteration 68Q: 3 clusters Score -5220644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5220644.500000 Penalty: 3438.160156
	Iteration 69Q: 3 clusters Score -5220644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5220649.000000 Penalty: 3438.160156
	Iteration 70Q: 3 clusters Score -5220649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5220653.000000 Penalty: 3438.160156
	Iteration 71Q: 3 clusters Score -5220653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5220660.500000 Penalty: 3438.160156
	Iteration 72Q: 3 clusters Score -5220660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5220658.500000 Penalty: 3438.160156
	Iteration 73Q: 3 clusters Score -5220658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5220658.500000 Penalty: 3438.160156
	Iteration 74F: 3 clusters Score -5220658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Entering Unmasked Estep 
Score: -6352412.000000 Penalty: 1751.478760
	Iteration 0F: 2 clusters Score -6352412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -6321639.000000 Penalty: 3502.957520
	Iteration 0F: 3 clusters Score -6321639 nChanged 22472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -6334232.000000 Penalty: 3502.957520
	Iteration 1F: 3 clusters Score -6334232 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -6334581.500000 Penalty: 3502.957520
	Iteration 2Q: 3 clusters Score -6334582 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -6334965.500000 Penalty: 3502.957520
	Iteration 3Q: 3 clusters Score -6334966 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -6335414.000000 Penalty: 3502.957520
	Iteration 4Q: 3 clusters Score -6335414 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -6336040.500000 Penalty: 3502.957520
	Iteration 5Q: 3 clusters Score -6336040 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -6337008.000000 Penalty: 3502.957520
	Iteration 6Q: 3 clusters Score -6337008 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -6338603.000000 Penalty: 3502.957520
	Iteration 7F: 3 clusters Score -6338603 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -6340881.500000 Penalty: 3502.957520
	Iteration 8F: 3 clusters Score -6340882 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -6343482.500000 Penalty: 3502.957520
	Iteration 9F: 3 clusters Score -6343482 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -6345658.500000 Penalty: 3502.957520
	Iteration 10Q: 3 clusters Score -6345658 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -6347132.500000 Penalty: 3502.957520
	Iteration 11Q: 3 clusters Score -6347132 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -6348215.500000 Penalty: 3502.957520
	Iteration 12Q: 3 clusters Score -6348216 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -6348952.000000 Penalty: 3502.957520
	Iteration 13Q: 3 clusters Score -6348952 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -6349446.000000 Penalty: 3502.957520
	Iteration 14Q: 3 clusters Score -6349446 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -6349835.000000 Penalty: 3502.957520
	Iteration 15Q: 3 clusters Score -6349835 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 46288 members 
Entering Unmasked Estep 
Score: -6350036.500000 Penalty: 3502.957520
	Iteration 16Q: 3 clusters Score -6350036 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -6350191.000000 Penalty: 3502.957520
	Iteration 17Q: 3 clusters Score -6350191 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -6350327.000000 Penalty: 3502.957520
	Iteration 18Q: 3 clusters Score -6350327 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 46876 members 
Entering Unmasked Estep 
Score: -6350429.000000 Penalty: 3502.957520
	Iteration 19Q: 3 clusters Score -6350429 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -6350483.500000 Penalty: 3502.957520
	Iteration 20F: 3 clusters Score -6350484 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -6350547.000000 Penalty: 3502.957520
	Iteration 21Q: 3 clusters Score -6350547 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -6350585.500000 Penalty: 3502.957520
	Iteration 22Q: 3 clusters Score -6350586 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -6350626.500000 Penalty: 3502.957520
	Iteration 23Q: 3 clusters Score -6350626 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -6350639.500000 Penalty: 3502.957520
	Iteration 24Q: 3 clusters Score -6350640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -6350667.500000 Penalty: 3502.957520
	Iteration 25Q: 3 clusters Score -6350668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -6350699.000000 Penalty: 3502.957520
	Iteration 26Q: 3 clusters Score -6350699 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -6350719.500000 Penalty: 3502.957520
	Iteration 27Q: 3 clusters Score -6350720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -6350735.000000 Penalty: 3502.957520
	Iteration 28Q: 3 clusters Score -6350735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -6350740.500000 Penalty: 3502.957520
	Iteration 29Q: 3 clusters Score -6350740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -6350743.500000 Penalty: 3502.957520
	Iteration 30Q: 3 clusters Score -6350744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -6350752.000000 Penalty: 3502.957520
	Iteration 31Q: 3 clusters Score -6350752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -6350745.500000 Penalty: 3502.957520
	Iteration 32Q: 3 clusters Score -6350746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -6350745.500000 Penalty: 3502.957520
	Iteration 33Q: 3 clusters Score -6350746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -6350754.500000 Penalty: 3502.957520
	Iteration 34Q: 3 clusters Score -6350754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -6350759.500000 Penalty: 3502.957520
	Iteration 35Q: 3 clusters Score -6350760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -6350754.000000 Penalty: 3502.957520
	Iteration 36Q: 3 clusters Score -6350754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -6350755.000000 Penalty: 3502.957520
	Iteration 37Q: 3 clusters Score -6350755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 47374 members 
Entering Unmasked Estep 
Score: -6350756.000000 Penalty: 3502.957520
	Iteration 38Q: 3 clusters Score -6350756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -6350754.500000 Penalty: 3502.957520
	Iteration 39Q: 3 clusters Score -6350754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -6350759.500000 Penalty: 3502.957520
	Iteration 40F: 3 clusters Score -6350760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -6350762.000000 Penalty: 3502.957520
	Iteration 41Q: 3 clusters Score -6350762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -6350763.500000 Penalty: 3502.957520
	Iteration 42Q: 3 clusters Score -6350764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -6350773.000000 Penalty: 3502.957520
	Iteration 43Q: 3 clusters Score -6350773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -6350778.500000 Penalty: 3502.957520
	Iteration 44Q: 3 clusters Score -6350778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -6350784.000000 Penalty: 3502.957520
	Iteration 45Q: 3 clusters Score -6350784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -6350791.500000 Penalty: 3502.957520
	Iteration 46Q: 3 clusters Score -6350792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
Score: -6350792.500000 Penalty: 3502.957520
	Iteration 47Q: 3 clusters Score -6350792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -6350802.000000 Penalty: 3502.957520
	Iteration 48Q: 3 clusters Score -6350802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -6350801.500000 Penalty: 3502.957520
	Iteration 49Q: 3 clusters Score -6350802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -6350805.500000 Penalty: 3502.957520
	Iteration 50Q: 3 clusters Score -6350806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -6350799.500000 Penalty: 3502.957520
	Iteration 51Q: 3 clusters Score -6350800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -6350805.500000 Penalty: 3502.957520
	Iteration 52Q: 3 clusters Score -6350806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -6350803.000000 Penalty: 3502.957520
	Iteration 53Q: 3 clusters Score -6350803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -6350805.000000 Penalty: 3502.957520
	Iteration 54Q: 3 clusters Score -6350805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -6350818.000000 Penalty: 3502.957520
	Iteration 55Q: 3 clusters Score -6350818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -6350826.000000 Penalty: 3502.957520
	Iteration 56Q: 3 clusters Score -6350826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -6350825.500000 Penalty: 3502.957520
	Iteration 57Q: 3 clusters Score -6350826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -6350836.000000 Penalty: 3502.957520
	Iteration 58Q: 3 clusters Score -6350836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -6350845.500000 Penalty: 3502.957520
	Iteration 59Q: 3 clusters Score -6350846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -6350852.000000 Penalty: 3502.957520
	Iteration 60F: 3 clusters Score -6350852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -6350858.000000 Penalty: 3502.957520
	Iteration 61Q: 3 clusters Score -6350858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -6350873.000000 Penalty: 3502.957520
	Iteration 62Q: 3 clusters Score -6350873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -6350890.000000 Penalty: 3502.957520
	Iteration 63Q: 3 clusters Score -6350890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -6350894.500000 Penalty: 3502.957520
	Iteration 64Q: 3 clusters Score -6350894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -6350895.000000 Penalty: 3502.957520
	Iteration 65Q: 3 clusters Score -6350895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -6350901.500000 Penalty: 3502.957520
	Iteration 66Q: 3 clusters Score -6350902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
Score: -6350901.500000 Penalty: 3502.957520
	Iteration 67Q: 3 clusters Score -6350902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -6350903.500000 Penalty: 3502.957520
	Iteration 68Q: 3 clusters Score -6350904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -6350910.000000 Penalty: 3502.957520
	Iteration 69Q: 3 clusters Score -6350910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -6350910.500000 Penalty: 3502.957520
	Iteration 70Q: 3 clusters Score -6350910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -6350915.000000 Penalty: 3502.957520
	Iteration 71Q: 3 clusters Score -6350915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -6350916.500000 Penalty: 3502.957520
	Iteration 72Q: 3 clusters Score -6350916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -6350913.000000 Penalty: 3502.957520
	Iteration 73Q: 3 clusters Score -6350913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -6350919.000000 Penalty: 3502.957520
	Iteration 74Q: 3 clusters Score -6350919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -6350922.500000 Penalty: 3502.957520
	Iteration 75Q: 3 clusters Score -6350922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -6350920.000000 Penalty: 3502.957520
	Iteration 76Q: 3 clusters Score -6350920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -6350915.000000 Penalty: 3502.957520
	Iteration 77Q: 3 clusters Score -6350915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -6350921.000000 Penalty: 3502.957520
	Iteration 78Q: 3 clusters Score -6350921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -6350917.000000 Penalty: 3502.957520
	Iteration 79Q: 3 clusters Score -6350917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -6350918.500000 Penalty: 3502.957520
	Iteration 80F: 3 clusters Score -6350918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -61651.324219 Penalty: 1033.711670
	Iteration 0F: 2 clusters Score -61651.32 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 299 members 
Entering Unmasked Estep 
Score: -60568.976562 Penalty: 2067.423340
	Iteration 0F: 3 clusters Score -60568.98 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -60817.367188 Penalty: 2067.423340
	Iteration 1F: 3 clusters Score -60817.37 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -60979.375000 Penalty: 2067.423340
	Iteration 2F: 3 clusters Score -60979.38 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -61258.992188 Penalty: 2067.423340
	Iteration 3F: 3 clusters Score -61258.99 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -61548.042969 Penalty: 2067.423340
	Iteration 4F: 3 clusters Score -61548.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -61733.738281 Penalty: 2067.423340
	Iteration 5Q: 3 clusters Score -61733.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -61848.234375 Penalty: 2067.423340
	Iteration 6Q: 3 clusters Score -61848.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -61907.566406 Penalty: 2067.423340
	Iteration 7Q: 3 clusters Score -61907.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -61937.054688 Penalty: 2067.423340
	Iteration 8Q: 3 clusters Score -61937.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -61943.582031 Penalty: 2067.423340
	Iteration 9Q: 3 clusters Score -61943.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -61952.148438 Penalty: 2067.423340
	Iteration 10F: 3 clusters Score -61952.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -61964.753906 Penalty: 2067.423340
	Iteration 11Q: 3 clusters Score -61964.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -61969.468750 Penalty: 2067.423340
	Iteration 12Q: 3 clusters Score -61969.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61976.531250 Penalty: 2067.423340
	Iteration 13Q: 3 clusters Score -61976.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -61977.910156 Penalty: 2067.423340
	Iteration 14Q: 3 clusters Score -61977.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -61978.976562 Penalty: 2067.423340
	Iteration 15Q: 3 clusters Score -61978.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -61978.976562 Penalty: 2067.423340
	Iteration 16F: 3 clusters Score -61978.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70856 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108833 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 39299 members 
Mstep: Class 15 contains 47970 members 
Mstep: Class 16 contains 194 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 21 contains 11785 members 
Mstep: Class 23 contains 34594 members 
Entering Unmasked Estep 
Score: -54033800.000000 Penalty: 44202.781250
Splitting cluster 16 changes total score from -54034500.000000 to -54033800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -9205.414062 Penalty: 888.559753
	Iteration 0F: 2 clusters Score -9205.414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -8567.050781 Penalty: 1777.119507
	Iteration 0F: 3 clusters Score -8567.051 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -8888.641602 Penalty: 1777.119507
	Iteration 1F: 3 clusters Score -8888.642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -9032.742188 Penalty: 1777.119507
	Iteration 2F: 3 clusters Score -9032.742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9110.295898 Penalty: 1777.119507
	Iteration 3Q: 3 clusters Score -9110.296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9185.301758 Penalty: 1777.119507
	Iteration 4Q: 3 clusters Score -9185.302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9214.785156 Penalty: 1777.119507
	Iteration 5Q: 3 clusters Score -9214.785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9224.667969 Penalty: 1777.119507
	Iteration 6Q: 3 clusters Score -9224.668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9224.667969 Penalty: 1777.119507
	Iteration 7F: 3 clusters Score -9224.668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70856 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108833 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 13 contains 115 members 
Mstep: Class 14 contains 39299 members 
Mstep: Class 15 contains 47970 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 122 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 21 contains 11785 members 
Mstep: Class 23 contains 34594 members 
Entering Unmasked Estep 
Score: -54033316.000000 Penalty: 44202.781250
Splitting cluster 17 changes total score from -54034500.000000 to -54033316.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -109474.882812 Penalty: 1105.208496
	Iteration 0F: 2 clusters Score -109474.9 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 413 members 
Entering Unmasked Estep 
Score: -108121.632812 Penalty: 2210.416992
	Iteration 0F: 3 clusters Score -108121.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -108337.718750 Penalty: 2210.416992
	Iteration 1F: 3 clusters Score -108337.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -108406.578125 Penalty: 2210.416992
	Iteration 2F: 3 clusters Score -108406.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -108471.671875 Penalty: 2210.416992
	Iteration 3Q: 3 clusters Score -108471.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -108513.015625 Penalty: 2210.416992
	Iteration 4Q: 3 clusters Score -108513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -108532.531250 Penalty: 2210.416992
	Iteration 5Q: 3 clusters Score -108532.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -108542.328125 Penalty: 2210.416992
	Iteration 6Q: 3 clusters Score -108542.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -108550.101562 Penalty: 2210.416992
	Iteration 7Q: 3 clusters Score -108550.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -108554.835938 Penalty: 2210.416992
	Iteration 8Q: 3 clusters Score -108554.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -108556.890625 Penalty: 2210.416992
	Iteration 9Q: 3 clusters Score -108556.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -108563.460938 Penalty: 2210.416992
	Iteration 10Q: 3 clusters Score -108563.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -108565.203125 Penalty: 2210.416992
	Iteration 11Q: 3 clusters Score -108565.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -108567.320312 Penalty: 2210.416992
	Iteration 12Q: 3 clusters Score -108567.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -108568.546875 Penalty: 2210.416992
	Iteration 13Q: 3 clusters Score -108568.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -108568.546875 Penalty: 2210.416992
	Iteration 14F: 3 clusters Score -108568.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Entering Unmasked Estep 
Score: -1237837.625000 Penalty: 1487.556396
	Iteration 0F: 2 clusters Score -1237838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1231034.875000 Penalty: 2975.112793
	Iteration 0F: 3 clusters Score -1231035 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1233127.375000 Penalty: 2975.112793
	Iteration 1F: 3 clusters Score -1233127 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1233350.750000 Penalty: 2975.112793
	Iteration 2F: 3 clusters Score -1233351 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1233546.875000 Penalty: 2975.112793
	Iteration 3Q: 3 clusters Score -1233547 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1233720.750000 Penalty: 2975.112793
	Iteration 4Q: 3 clusters Score -1233721 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1233856.750000 Penalty: 2975.112793
	Iteration 5Q: 3 clusters Score -1233857 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1233993.500000 Penalty: 2975.112793
	Iteration 6Q: 3 clusters Score -1233994 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1234112.750000 Penalty: 2975.112793
	Iteration 7Q: 3 clusters Score -1234113 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1234249.500000 Penalty: 2975.112793
	Iteration 8Q: 3 clusters Score -1234250 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1234377.375000 Penalty: 2975.112793
	Iteration 9Q: 3 clusters Score -1234377 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1234506.625000 Penalty: 2975.112793
	Iteration 10Q: 3 clusters Score -1234507 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1234636.125000 Penalty: 2975.112793
	Iteration 11Q: 3 clusters Score -1234636 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1234779.125000 Penalty: 2975.112793
	Iteration 12Q: 3 clusters Score -1234779 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1234909.000000 Penalty: 2975.112793
	Iteration 13Q: 3 clusters Score -1234909 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1235044.500000 Penalty: 2975.112793
	Iteration 14Q: 3 clusters Score -1235044 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1235195.000000 Penalty: 2975.112793
	Iteration 15Q: 3 clusters Score -1235195 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1235346.375000 Penalty: 2975.112793
	Iteration 16Q: 3 clusters Score -1235346 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1235492.000000 Penalty: 2975.112793
	Iteration 17Q: 3 clusters Score -1235492 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1235640.500000 Penalty: 2975.112793
	Iteration 18Q: 3 clusters Score -1235640 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1235771.625000 Penalty: 2975.112793
	Iteration 19Q: 3 clusters Score -1235772 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1235894.500000 Penalty: 2975.112793
	Iteration 20F: 3 clusters Score -1235894 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1235979.500000 Penalty: 2975.112793
	Iteration 21Q: 3 clusters Score -1235980 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1236042.375000 Penalty: 2975.112793
	Iteration 22Q: 3 clusters Score -1236042 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1236106.250000 Penalty: 2975.112793
	Iteration 23Q: 3 clusters Score -1236106 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1236161.000000 Penalty: 2975.112793
	Iteration 24Q: 3 clusters Score -1236161 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1236206.625000 Penalty: 2975.112793
	Iteration 25Q: 3 clusters Score -1236207 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1236244.750000 Penalty: 2975.112793
	Iteration 26Q: 3 clusters Score -1236245 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1236289.625000 Penalty: 2975.112793
	Iteration 27Q: 3 clusters Score -1236290 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1236334.375000 Penalty: 2975.112793
	Iteration 28Q: 3 clusters Score -1236334 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1236375.125000 Penalty: 2975.112793
	Iteration 29Q: 3 clusters Score -1236375 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1236410.750000 Penalty: 2975.112793
	Iteration 30Q: 3 clusters Score -1236411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1236443.750000 Penalty: 2975.112793
	Iteration 31Q: 3 clusters Score -1236444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1236472.500000 Penalty: 2975.112793
	Iteration 32Q: 3 clusters Score -1236472 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1236495.875000 Penalty: 2975.112793
	Iteration 33Q: 3 clusters Score -1236496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1236513.000000 Penalty: 2975.112793
	Iteration 34Q: 3 clusters Score -1236513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1236532.750000 Penalty: 2975.112793
	Iteration 35Q: 3 clusters Score -1236533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1236549.000000 Penalty: 2975.112793
	Iteration 36Q: 3 clusters Score -1236549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1236556.875000 Penalty: 2975.112793
	Iteration 37Q: 3 clusters Score -1236557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1236561.000000 Penalty: 2975.112793
	Iteration 38Q: 3 clusters Score -1236561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1236562.500000 Penalty: 2975.112793
	Iteration 39Q: 3 clusters Score -1236562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1236567.500000 Penalty: 2975.112793
	Iteration 40F: 3 clusters Score -1236568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1236573.125000 Penalty: 2975.112793
	Iteration 41Q: 3 clusters Score -1236573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1236575.125000 Penalty: 2975.112793
	Iteration 42Q: 3 clusters Score -1236575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1236578.625000 Penalty: 2975.112793
	Iteration 43Q: 3 clusters Score -1236579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1236580.375000 Penalty: 2975.112793
	Iteration 44Q: 3 clusters Score -1236580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1236589.750000 Penalty: 2975.112793
	Iteration 45Q: 3 clusters Score -1236590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1236596.500000 Penalty: 2975.112793
	Iteration 46Q: 3 clusters Score -1236596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1236601.375000 Penalty: 2975.112793
	Iteration 47Q: 3 clusters Score -1236601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1236603.625000 Penalty: 2975.112793
	Iteration 48Q: 3 clusters Score -1236604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1236604.000000 Penalty: 2975.112793
	Iteration 49Q: 3 clusters Score -1236604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1236606.000000 Penalty: 2975.112793
	Iteration 50Q: 3 clusters Score -1236606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1236606.750000 Penalty: 2975.112793
	Iteration 51Q: 3 clusters Score -1236607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1236607.375000 Penalty: 2975.112793
	Iteration 52Q: 3 clusters Score -1236607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1236607.375000 Penalty: 2975.112793
	Iteration 53F: 3 clusters Score -1236607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Entering Unmasked Estep 
Score: -1534190.500000 Penalty: 1523.369751
	Iteration 0F: 2 clusters Score -1534190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1525901.125000 Penalty: 3046.739502
	Iteration 0F: 3 clusters Score -1525901 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1528582.625000 Penalty: 3046.739502
	Iteration 1F: 3 clusters Score -1528583 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1528825.000000 Penalty: 3046.739502
	Iteration 2F: 3 clusters Score -1528825 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1529036.000000 Penalty: 3046.739502
	Iteration 3Q: 3 clusters Score -1529036 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1529187.250000 Penalty: 3046.739502
	Iteration 4Q: 3 clusters Score -1529187 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1529304.625000 Penalty: 3046.739502
	Iteration 5Q: 3 clusters Score -1529305 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1529412.875000 Penalty: 3046.739502
	Iteration 6Q: 3 clusters Score -1529413 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1529515.375000 Penalty: 3046.739502
	Iteration 7Q: 3 clusters Score -1529515 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1529640.000000 Penalty: 3046.739502
	Iteration 8Q: 3 clusters Score -1529640 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1529786.125000 Penalty: 3046.739502
	Iteration 9Q: 3 clusters Score -1529786 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1529969.125000 Penalty: 3046.739502
	Iteration 10Q: 3 clusters Score -1529969 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1530204.250000 Penalty: 3046.739502
	Iteration 11Q: 3 clusters Score -1530204 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1530493.000000 Penalty: 3046.739502
	Iteration 12Q: 3 clusters Score -1530493 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1530776.125000 Penalty: 3046.739502
	Iteration 13Q: 3 clusters Score -1530776 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1531061.250000 Penalty: 3046.739502
	Iteration 14Q: 3 clusters Score -1531061 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1531285.375000 Penalty: 3046.739502
	Iteration 15Q: 3 clusters Score -1531285 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1531418.000000 Penalty: 3046.739502
	Iteration 16Q: 3 clusters Score -1531418 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1531515.125000 Penalty: 3046.739502
	Iteration 17Q: 3 clusters Score -1531515 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1531595.750000 Penalty: 3046.739502
	Iteration 18Q: 3 clusters Score -1531596 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1531657.500000 Penalty: 3046.739502
	Iteration 19Q: 3 clusters Score -1531658 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1531708.375000 Penalty: 3046.739502
	Iteration 20F: 3 clusters Score -1531708 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1531751.250000 Penalty: 3046.739502
	Iteration 21Q: 3 clusters Score -1531751 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1531786.875000 Penalty: 3046.739502
	Iteration 22Q: 3 clusters Score -1531787 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1531821.000000 Penalty: 3046.739502
	Iteration 23Q: 3 clusters Score -1531821 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1531864.250000 Penalty: 3046.739502
	Iteration 24Q: 3 clusters Score -1531864 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1531912.500000 Penalty: 3046.739502
	Iteration 25Q: 3 clusters Score -1531912 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1531978.000000 Penalty: 3046.739502
	Iteration 26Q: 3 clusters Score -1531978 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1532029.000000 Penalty: 3046.739502
	Iteration 27Q: 3 clusters Score -1532029 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1532066.250000 Penalty: 3046.739502
	Iteration 28Q: 3 clusters Score -1532066 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1532111.375000 Penalty: 3046.739502
	Iteration 29Q: 3 clusters Score -1532111 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1532160.500000 Penalty: 3046.739502
	Iteration 30Q: 3 clusters Score -1532160 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1532209.875000 Penalty: 3046.739502
	Iteration 31Q: 3 clusters Score -1532210 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1532259.875000 Penalty: 3046.739502
	Iteration 32Q: 3 clusters Score -1532260 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1532314.625000 Penalty: 3046.739502
	Iteration 33Q: 3 clusters Score -1532315 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1532370.250000 Penalty: 3046.739502
	Iteration 34Q: 3 clusters Score -1532370 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1532431.875000 Penalty: 3046.739502
	Iteration 35Q: 3 clusters Score -1532432 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1532483.375000 Penalty: 3046.739502
	Iteration 36Q: 3 clusters Score -1532483 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1532549.125000 Penalty: 3046.739502
	Iteration 37Q: 3 clusters Score -1532549 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1532613.750000 Penalty: 3046.739502
	Iteration 38Q: 3 clusters Score -1532614 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1532669.875000 Penalty: 3046.739502
	Iteration 39Q: 3 clusters Score -1532670 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1532712.000000 Penalty: 3046.739502
	Iteration 40F: 3 clusters Score -1532712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1532732.875000 Penalty: 3046.739502
	Iteration 41Q: 3 clusters Score -1532733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1532747.000000 Penalty: 3046.739502
	Iteration 42Q: 3 clusters Score -1532747 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1532764.500000 Penalty: 3046.739502
	Iteration 43Q: 3 clusters Score -1532764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1532782.250000 Penalty: 3046.739502
	Iteration 44Q: 3 clusters Score -1532782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1532801.250000 Penalty: 3046.739502
	Iteration 45Q: 3 clusters Score -1532801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1532818.000000 Penalty: 3046.739502
	Iteration 46Q: 3 clusters Score -1532818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1532825.375000 Penalty: 3046.739502
	Iteration 47Q: 3 clusters Score -1532825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1532829.000000 Penalty: 3046.739502
	Iteration 48Q: 3 clusters Score -1532829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1532828.375000 Penalty: 3046.739502
	Iteration 49Q: 3 clusters Score -1532828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1532838.250000 Penalty: 3046.739502
	Iteration 50Q: 3 clusters Score -1532838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1532843.375000 Penalty: 3046.739502
	Iteration 51Q: 3 clusters Score -1532843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1532848.500000 Penalty: 3046.739502
	Iteration 52Q: 3 clusters Score -1532848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1532856.750000 Penalty: 3046.739502
	Iteration 53Q: 3 clusters Score -1532857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1532865.375000 Penalty: 3046.739502
	Iteration 54Q: 3 clusters Score -1532865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1532871.875000 Penalty: 3046.739502
	Iteration 55Q: 3 clusters Score -1532872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1532877.000000 Penalty: 3046.739502
	Iteration 56Q: 3 clusters Score -1532877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1532884.375000 Penalty: 3046.739502
	Iteration 57Q: 3 clusters Score -1532884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1532895.750000 Penalty: 3046.739502
	Iteration 58Q: 3 clusters Score -1532896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1532905.125000 Penalty: 3046.739502
	Iteration 59Q: 3 clusters Score -1532905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1532912.875000 Penalty: 3046.739502
	Iteration 60F: 3 clusters Score -1532913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1532912.250000 Penalty: 3046.739502
	Iteration 61Q: 3 clusters Score -1532912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1532915.750000 Penalty: 3046.739502
	Iteration 62Q: 3 clusters Score -1532916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1532917.500000 Penalty: 3046.739502
	Iteration 63Q: 3 clusters Score -1532918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1532917.500000 Penalty: 3046.739502
	Iteration 64F: 3 clusters Score -1532918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Entering Unmasked Estep 
Score: -4511017.000000 Penalty: 1698.358154
	Iteration 0F: 2 clusters Score -4511017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -4487545.500000 Penalty: 3396.716309
	Iteration 0F: 3 clusters Score -4487546 nChanged 16237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -4496478.500000 Penalty: 3396.716309
	Iteration 1F: 3 clusters Score -4496478 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -4496826.000000 Penalty: 3396.716309
	Iteration 2Q: 3 clusters Score -4496826 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -4497176.000000 Penalty: 3396.716309
	Iteration 3Q: 3 clusters Score -4497176 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -4497622.000000 Penalty: 3396.716309
	Iteration 4Q: 3 clusters Score -4497622 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -4498207.000000 Penalty: 3396.716309
	Iteration 5Q: 3 clusters Score -4498207 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -4499178.500000 Penalty: 3396.716309
	Iteration 6F: 3 clusters Score -4499178 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -4500773.500000 Penalty: 3396.716309
	Iteration 7F: 3 clusters Score -4500774 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -4502984.500000 Penalty: 3396.716309
	Iteration 8F: 3 clusters Score -4502984 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -4505446.000000 Penalty: 3396.716309
	Iteration 9F: 3 clusters Score -4505446 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -4507443.500000 Penalty: 3396.716309
	Iteration 10F: 3 clusters Score -4507444 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4508591.500000 Penalty: 3396.716309
	Iteration 11Q: 3 clusters Score -4508592 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4509087.000000 Penalty: 3396.716309
	Iteration 12Q: 3 clusters Score -4509087 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4509303.000000 Penalty: 3396.716309
	Iteration 13Q: 3 clusters Score -4509303 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4509403.500000 Penalty: 3396.716309
	Iteration 14Q: 3 clusters Score -4509404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4509438.500000 Penalty: 3396.716309
	Iteration 15Q: 3 clusters Score -4509438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4509466.500000 Penalty: 3396.716309
	Iteration 16Q: 3 clusters Score -4509466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4509490.500000 Penalty: 3396.716309
	Iteration 17Q: 3 clusters Score -4509490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4509498.500000 Penalty: 3396.716309
	Iteration 18Q: 3 clusters Score -4509498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4509502.500000 Penalty: 3396.716309
	Iteration 19Q: 3 clusters Score -4509502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -4509506.500000 Penalty: 3396.716309
	Iteration 20F: 3 clusters Score -4509506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -4509508.000000 Penalty: 3396.716309
	Iteration 21Q: 3 clusters Score -4509508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -4509506.000000 Penalty: 3396.716309
	Iteration 22Q: 3 clusters Score -4509506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -4509506.000000 Penalty: 3396.716309
	Iteration 23F: 3 clusters Score -4509506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70856 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108833 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 14 contains 39299 members 
Mstep: Class 15 contains 47970 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9454 members 
Mstep: Class 21 contains 11785 members 
Mstep: Class 23 contains 34594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034512.000000 Penalty: 42097.890625
Iteration 359Q: 21 clusters Score -5.403451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70856 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108833 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 14 contains 39298 members 
Mstep: Class 15 contains 47970 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9455 members 
Mstep: Class 21 contains 11785 members 
Mstep: Class 23 contains 34595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034508.000000 Penalty: 42097.890625
Iteration 360F: 21 clusters Score -5.403451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70856 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108835 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 14 contains 39298 members 
Mstep: Class 15 contains 47967 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 21 contains 11785 members 
Mstep: Class 23 contains 34596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034516.000000 Penalty: 42097.890625
Iteration 361Q: 21 clusters Score -5.403452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70857 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21581 members 
Mstep: Class 11 contains 108838 members 
Mstep: Class 12 contains 10901 members 
Mstep: Class 14 contains 39298 members 
Mstep: Class 15 contains 47965 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 21 contains 11785 members 
Mstep: Class 23 contains 34596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034508.000000 Penalty: 42097.890625
Iteration 362Q: 21 clusters Score -5.403451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70856 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21581 members 
Mstep: Class 11 contains 108839 members 
Mstep: Class 12 contains 10901 members 
Mstep: Class 14 contains 39298 members 
Mstep: Class 15 contains 47964 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 21 contains 11784 members 
Mstep: Class 23 contains 34596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034496.000000 Penalty: 42097.890625
Iteration 363Q: 21 clusters Score -5.40345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70855 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 108841 members 
Mstep: Class 12 contains 10901 members 
Mstep: Class 14 contains 39298 members 
Mstep: Class 15 contains 47963 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 21 contains 11782 members 
Mstep: Class 23 contains 34596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034508.000000 Penalty: 42097.890625
Iteration 364Q: 21 clusters Score -5.403451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56203 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70856 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21579 members 
Mstep: Class 11 contains 108845 members 
Mstep: Class 12 contains 10900 members 
Mstep: Class 14 contains 39298 members 
Mstep: Class 15 contains 47964 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 21 contains 11781 members 
Mstep: Class 23 contains 34596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034500.000000 Penalty: 42097.890625
Iteration 365Q: 21 clusters Score -5.40345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70856 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21579 members 
Mstep: Class 11 contains 108845 members 
Mstep: Class 12 contains 10900 members 
Mstep: Class 14 contains 39298 members 
Mstep: Class 15 contains 47963 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 21 contains 11780 members 
Mstep: Class 23 contains 34597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034492.000000 Penalty: 42097.890625
Iteration 366Q: 21 clusters Score -5.403449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70856 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21579 members 
Mstep: Class 11 contains 108842 members 
Mstep: Class 12 contains 10900 members 
Mstep: Class 14 contains 39299 members 
Mstep: Class 15 contains 47963 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 21 contains 11780 members 
Mstep: Class 23 contains 34597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034500.000000 Penalty: 42097.890625
Iteration 367Q: 21 clusters Score -5.40345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56205 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70857 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21579 members 
Mstep: Class 11 contains 108844 members 
Mstep: Class 12 contains 10900 members 
Mstep: Class 14 contains 39299 members 
Mstep: Class 15 contains 47962 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 21 contains 11779 members 
Mstep: Class 23 contains 34597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034488.000000 Penalty: 42097.890625
Iteration 368Q: 21 clusters Score -5.403449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70857 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21579 members 
Mstep: Class 11 contains 108844 members 
Mstep: Class 12 contains 10900 members 
Mstep: Class 14 contains 39299 members 
Mstep: Class 15 contains 47961 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 21 contains 11779 members 
Mstep: Class 23 contains 34597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034504.000000 Penalty: 42097.890625
Iteration 369Q: 21 clusters Score -5.40345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70857 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21579 members 
Mstep: Class 11 contains 108844 members 
Mstep: Class 12 contains 10900 members 
Mstep: Class 14 contains 39300 members 
Mstep: Class 15 contains 47961 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 21 contains 11779 members 
Mstep: Class 23 contains 34596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034508.000000 Penalty: 42097.890625
Iteration 370Q: 21 clusters Score -5.403451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70857 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21579 members 
Mstep: Class 11 contains 108844 members 
Mstep: Class 12 contains 10900 members 
Mstep: Class 14 contains 39303 members 
Mstep: Class 15 contains 47958 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 21 contains 11779 members 
Mstep: Class 23 contains 34596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034516.000000 Penalty: 42097.890625
Iteration 371Q: 21 clusters Score -5.403452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70858 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21579 members 
Mstep: Class 11 contains 108846 members 
Mstep: Class 12 contains 10900 members 
Mstep: Class 14 contains 39303 members 
Mstep: Class 15 contains 47955 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 21 contains 11779 members 
Mstep: Class 23 contains 34596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034524.000000 Penalty: 42097.890625
Iteration 372Q: 21 clusters Score -5.403452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70859 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21579 members 
Mstep: Class 11 contains 108846 members 
Mstep: Class 12 contains 10900 members 
Mstep: Class 14 contains 39302 members 
Mstep: Class 15 contains 47956 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 21 contains 11778 members 
Mstep: Class 23 contains 34596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034508.000000 Penalty: 42097.890625
Iteration 373Q: 21 clusters Score -5.403451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70861 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21579 members 
Mstep: Class 11 contains 108846 members 
Mstep: Class 12 contains 10900 members 
Mstep: Class 14 contains 39301 members 
Mstep: Class 15 contains 47955 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 21 contains 11778 members 
Mstep: Class 23 contains 34596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034496.000000 Penalty: 42097.890625
Iteration 374Q: 21 clusters Score -5.40345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70861 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21579 members 
Mstep: Class 11 contains 108846 members 
Mstep: Class 12 contains 10900 members 
Mstep: Class 14 contains 39301 members 
Mstep: Class 15 contains 47955 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 21 contains 11778 members 
Mstep: Class 23 contains 34596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54034496.000000 Penalty: 42097.890625
Iteration 375F: 21 clusters Score -5.40345e+07 nChanged 0
Entering ConstructFrom: 
Score: -54034496.000000 Penalty: 42097.890625
Entering ConstructFrom: 
Trying to split cluster 1 (56206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56206 members 
Entering Unmasked Estep 
Score: -7299412.500000 Penalty: 1777.226562
	Iteration 0F: 2 clusters Score -7299412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -7262147.000000 Penalty: 3554.453125
	Iteration 0F: 3 clusters Score -7262147 nChanged 26299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -7277092.000000 Penalty: 3554.453125
	Iteration 1F: 3 clusters Score -7277092 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -7277494.000000 Penalty: 3554.453125
	Iteration 2Q: 3 clusters Score -7277494 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -7277937.500000 Penalty: 3554.453125
	Iteration 3Q: 3 clusters Score -7277938 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -7278275.000000 Penalty: 3554.453125
	Iteration 4Q: 3 clusters Score -7278275 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -7278735.500000 Penalty: 3554.453125
	Iteration 5Q: 3 clusters Score -7278736 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -7279245.000000 Penalty: 3554.453125
	Iteration 6Q: 3 clusters Score -7279245 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -7279862.000000 Penalty: 3554.453125
	Iteration 7Q: 3 clusters Score -7279862 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -7280593.000000 Penalty: 3554.453125
	Iteration 8Q: 3 clusters Score -7280593 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -7281634.500000 Penalty: 3554.453125
	Iteration 9Q: 3 clusters Score -7281634 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -7283047.500000 Penalty: 3554.453125
	Iteration 10Q: 3 clusters Score -7283048 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -7285010.000000 Penalty: 3554.453125
	Iteration 11F: 3 clusters Score -7285010 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -7287085.500000 Penalty: 3554.453125
	Iteration 12F: 3 clusters Score -7287086 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -7288522.000000 Penalty: 3554.453125
	Iteration 13F: 3 clusters Score -7288522 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -7289018.000000 Penalty: 3554.453125
	Iteration 14Q: 3 clusters Score -7289018 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -7289233.500000 Penalty: 3554.453125
	Iteration 15Q: 3 clusters Score -7289234 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -7289305.500000 Penalty: 3554.453125
	Iteration 16Q: 3 clusters Score -7289306 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -7289324.000000 Penalty: 3554.453125
	Iteration 17Q: 3 clusters Score -7289324 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -7289365.500000 Penalty: 3554.453125
	Iteration 18Q: 3 clusters Score -7289366 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -7289405.500000 Penalty: 3554.453125
	Iteration 19Q: 3 clusters Score -7289406 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -7289417.500000 Penalty: 3554.453125
	Iteration 20F: 3 clusters Score -7289418 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -7289419.000000 Penalty: 3554.453125
	Iteration 21Q: 3 clusters Score -7289419 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -7289479.500000 Penalty: 3554.453125
	Iteration 22Q: 3 clusters Score -7289480 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -7289513.000000 Penalty: 3554.453125
	Iteration 23Q: 3 clusters Score -7289513 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -7289522.500000 Penalty: 3554.453125
	Iteration 24Q: 3 clusters Score -7289522 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -7289544.000000 Penalty: 3554.453125
	Iteration 25Q: 3 clusters Score -7289544 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -7289579.500000 Penalty: 3554.453125
	Iteration 26Q: 3 clusters Score -7289580 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -7289597.500000 Penalty: 3554.453125
	Iteration 27Q: 3 clusters Score -7289598 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -7289618.500000 Penalty: 3554.453125
	Iteration 28Q: 3 clusters Score -7289618 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -7289635.500000 Penalty: 3554.453125
	Iteration 29Q: 3 clusters Score -7289636 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -7289648.000000 Penalty: 3554.453125
	Iteration 30Q: 3 clusters Score -7289648 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -7289678.000000 Penalty: 3554.453125
	Iteration 31Q: 3 clusters Score -7289678 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -7289704.000000 Penalty: 3554.453125
	Iteration 32Q: 3 clusters Score -7289704 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -7289717.500000 Penalty: 3554.453125
	Iteration 33Q: 3 clusters Score -7289718 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -7289709.500000 Penalty: 3554.453125
	Iteration 34Q: 3 clusters Score -7289710 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -7289736.500000 Penalty: 3554.453125
	Iteration 35Q: 3 clusters Score -7289736 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -7289766.000000 Penalty: 3554.453125
	Iteration 36Q: 3 clusters Score -7289766 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -7289789.000000 Penalty: 3554.453125
	Iteration 37Q: 3 clusters Score -7289789 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -7289790.000000 Penalty: 3554.453125
	Iteration 38Q: 3 clusters Score -7289790 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -7289838.500000 Penalty: 3554.453125
	Iteration 39Q: 3 clusters Score -7289838 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -7289855.500000 Penalty: 3554.453125
	Iteration 40F: 3 clusters Score -7289856 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -7289903.500000 Penalty: 3554.453125
	Iteration 41Q: 3 clusters Score -7289904 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -7289945.000000 Penalty: 3554.453125
	Iteration 42Q: 3 clusters Score -7289945 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -7290026.000000 Penalty: 3554.453125
	Iteration 43Q: 3 clusters Score -7290026 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -7290110.000000 Penalty: 3554.453125
	Iteration 44Q: 3 clusters Score -7290110 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -7290155.500000 Penalty: 3554.453125
	Iteration 45Q: 3 clusters Score -7290156 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -7290247.000000 Penalty: 3554.453125
	Iteration 46Q: 3 clusters Score -7290247 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -7290350.500000 Penalty: 3554.453125
	Iteration 47Q: 3 clusters Score -7290350 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -7290434.500000 Penalty: 3554.453125
	Iteration 48Q: 3 clusters Score -7290434 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -7290604.000000 Penalty: 3554.453125
	Iteration 49Q: 3 clusters Score -7290604 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -7290759.000000 Penalty: 3554.453125
	Iteration 50Q: 3 clusters Score -7290759 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -7290924.000000 Penalty: 3554.453125
	Iteration 51Q: 3 clusters Score -7290924 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -7291081.500000 Penalty: 3554.453125
	Iteration 52Q: 3 clusters Score -7291082 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -7291258.000000 Penalty: 3554.453125
	Iteration 53Q: 3 clusters Score -7291258 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -7291515.500000 Penalty: 3554.453125
	Iteration 54Q: 3 clusters Score -7291516 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -7291773.000000 Penalty: 3554.453125
	Iteration 55Q: 3 clusters Score -7291773 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -7292165.000000 Penalty: 3554.453125
	Iteration 56Q: 3 clusters Score -7292165 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -7292545.500000 Penalty: 3554.453125
	Iteration 57Q: 3 clusters Score -7292546 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -7292983.500000 Penalty: 3554.453125
	Iteration 58Q: 3 clusters Score -7292984 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -7293505.000000 Penalty: 3554.453125
	Iteration 59Q: 3 clusters Score -7293505 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -7293989.000000 Penalty: 3554.453125
	Iteration 60F: 3 clusters Score -7293989 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -7294536.000000 Penalty: 3554.453125
	Iteration 61Q: 3 clusters Score -7294536 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -7295051.000000 Penalty: 3554.453125
	Iteration 62Q: 3 clusters Score -7295051 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -7295529.500000 Penalty: 3554.453125
	Iteration 63Q: 3 clusters Score -7295530 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -7295920.000000 Penalty: 3554.453125
	Iteration 64Q: 3 clusters Score -7295920 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -7296261.000000 Penalty: 3554.453125
	Iteration 65Q: 3 clusters Score -7296261 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 53328 members 
Entering Unmasked Estep 
Score: -7296577.500000 Penalty: 3554.453125
	Iteration 66Q: 3 clusters Score -7296578 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -7296848.000000 Penalty: 3554.453125
	Iteration 67Q: 3 clusters Score -7296848 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 54292 members 
Entering Unmasked Estep 
Score: -7297082.500000 Penalty: 3554.453125
	Iteration 68Q: 3 clusters Score -7297082 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -7297277.000000 Penalty: 3554.453125
	Iteration 69Q: 3 clusters Score -7297277 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -7297417.500000 Penalty: 3554.453125
	Iteration 70Q: 3 clusters Score -7297418 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -7297542.500000 Penalty: 3554.453125
	Iteration 71Q: 3 clusters Score -7297542 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -7297635.000000 Penalty: 3554.453125
	Iteration 72Q: 3 clusters Score -7297635 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
Score: -7297699.500000 Penalty: 3554.453125
	Iteration 73Q: 3 clusters Score -7297700 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -7297764.500000 Penalty: 3554.453125
	Iteration 74Q: 3 clusters Score -7297764 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 55603 members 
Entering Unmasked Estep 
Score: -7297777.500000 Penalty: 3554.453125
	Iteration 75Q: 3 clusters Score -7297778 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 55668 members 
Entering Unmasked Estep 
Score: -7297808.500000 Penalty: 3554.453125
	Iteration 76Q: 3 clusters Score -7297808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 55702 members 
Entering Unmasked Estep 
Score: -7297836.000000 Penalty: 3554.453125
	Iteration 77Q: 3 clusters Score -7297836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -7297862.500000 Penalty: 3554.453125
	Iteration 78Q: 3 clusters Score -7297862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 55751 members 
Entering Unmasked Estep 
Score: -7297892.000000 Penalty: 3554.453125
	Iteration 79Q: 3 clusters Score -7297892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -7297898.000000 Penalty: 3554.453125
	Iteration 80F: 3 clusters Score -7297898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -7297900.500000 Penalty: 3554.453125
	Iteration 81Q: 3 clusters Score -7297900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 55794 members 
Entering Unmasked Estep 
Score: -7297907.000000 Penalty: 3554.453125
	Iteration 82Q: 3 clusters Score -7297907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -7297911.500000 Penalty: 3554.453125
	Iteration 83Q: 3 clusters Score -7297912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -7297913.000000 Penalty: 3554.453125
	Iteration 84Q: 3 clusters Score -7297913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -7297929.500000 Penalty: 3554.453125
	Iteration 85Q: 3 clusters Score -7297930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -7297933.000000 Penalty: 3554.453125
	Iteration 86Q: 3 clusters Score -7297933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -7297944.500000 Penalty: 3554.453125
	Iteration 87Q: 3 clusters Score -7297944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 55850 members 
Entering Unmasked Estep 
Score: -7297946.000000 Penalty: 3554.453125
	Iteration 88Q: 3 clusters Score -7297946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -7297943.000000 Penalty: 3554.453125
	Iteration 89Q: 3 clusters Score -7297943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -7297956.500000 Penalty: 3554.453125
	Iteration 90Q: 3 clusters Score -7297956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 55859 members 
Entering Unmasked Estep 
Score: -7297955.000000 Penalty: 3554.453125
	Iteration 91Q: 3 clusters Score -7297955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 55862 members 
Entering Unmasked Estep 
Score: -7297949.500000 Penalty: 3554.453125
	Iteration 92Q: 3 clusters Score -7297950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -7297954.000000 Penalty: 3554.453125
	Iteration 93Q: 3 clusters Score -7297954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -7297954.000000 Penalty: 3554.453125
	Iteration 94F: 3 clusters Score -7297954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -51409.683594 Penalty: 938.364624
	Iteration 0F: 2 clusters Score -51409.68 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 165 members 
Entering Unmasked Estep 
Score: -50486.144531 Penalty: 1876.729248
	Iteration 0F: 3 clusters Score -50486.14 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -50584.187500 Penalty: 1876.729248
	Iteration 1F: 3 clusters Score -50584.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50606.117188 Penalty: 1876.729248
	Iteration 2Q: 3 clusters Score -50606.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -50614.769531 Penalty: 1876.729248
	Iteration 3Q: 3 clusters Score -50614.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50620.871094 Penalty: 1876.729248
	Iteration 4Q: 3 clusters Score -50620.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50620.871094 Penalty: 1876.729248
	Iteration 5F: 3 clusters Score -50620.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -67808.523438 Penalty: 1068.223022
	Iteration 0F: 2 clusters Score -67808.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66614.304688 Penalty: 2136.446045
	Iteration 0F: 3 clusters Score -66614.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66944.015625 Penalty: 2136.446045
	Iteration 1F: 3 clusters Score -66944.02 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67102.046875 Penalty: 2136.446045
	Iteration 2F: 3 clusters Score -67102.05 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67225.257812 Penalty: 2136.446045
	Iteration 3F: 3 clusters Score -67225.26 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -67326.781250 Penalty: 2136.446045
	Iteration 4F: 3 clusters Score -67326.78 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -67437.195312 Penalty: 2136.446045
	Iteration 5F: 3 clusters Score -67437.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -67504.093750 Penalty: 2136.446045
	Iteration 6F: 3 clusters Score -67504.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67542.335938 Penalty: 2136.446045
	Iteration 7Q: 3 clusters Score -67542.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -67590.437500 Penalty: 2136.446045
	Iteration 8Q: 3 clusters Score -67590.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -67661.890625 Penalty: 2136.446045
	Iteration 9Q: 3 clusters Score -67661.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -67702.429688 Penalty: 2136.446045
	Iteration 10Q: 3 clusters Score -67702.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -67718.593750 Penalty: 2136.446045
	Iteration 11Q: 3 clusters Score -67718.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -67721.171875 Penalty: 2136.446045
	Iteration 12Q: 3 clusters Score -67721.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67722.265625 Penalty: 2136.446045
	Iteration 13Q: 3 clusters Score -67722.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67722.265625 Penalty: 2136.446045
	Iteration 14F: 3 clusters Score -67722.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -75433.789062 Penalty: 1059.840088
	Iteration 0F: 2 clusters Score -75433.79 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 347 members 
Entering Unmasked Estep 
Score: -74255.859375 Penalty: 2119.680176
	Iteration 0F: 3 clusters Score -74255.86 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -74456.296875 Penalty: 2119.680176
	Iteration 1F: 3 clusters Score -74456.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -74520.070312 Penalty: 2119.680176
	Iteration 2F: 3 clusters Score -74520.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74563.851562 Penalty: 2119.680176
	Iteration 3Q: 3 clusters Score -74563.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -74622.945312 Penalty: 2119.680176
	Iteration 4Q: 3 clusters Score -74622.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -74740.882812 Penalty: 2119.680176
	Iteration 5F: 3 clusters Score -74740.88 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -74918.164062 Penalty: 2119.680176
	Iteration 6F: 3 clusters Score -74918.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -75039.632812 Penalty: 2119.680176
	Iteration 7F: 3 clusters Score -75039.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -75210.578125 Penalty: 2119.680176
	Iteration 8Q: 3 clusters Score -75210.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -75317.453125 Penalty: 2119.680176
	Iteration 9Q: 3 clusters Score -75317.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75389.906250 Penalty: 2119.680176
	Iteration 10Q: 3 clusters Score -75389.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75427.132812 Penalty: 2119.680176
	Iteration 11Q: 3 clusters Score -75427.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -75463.882812 Penalty: 2119.680176
	Iteration 12Q: 3 clusters Score -75463.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75485.968750 Penalty: 2119.680176
	Iteration 13Q: 3 clusters Score -75485.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -75505.859375 Penalty: 2119.680176
	Iteration 14Q: 3 clusters Score -75505.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -75514.406250 Penalty: 2119.680176
	Iteration 15Q: 3 clusters Score -75514.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -75518.742188 Penalty: 2119.680176
	Iteration 16Q: 3 clusters Score -75518.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -75521.328125 Penalty: 2119.680176
	Iteration 17Q: 3 clusters Score -75521.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -75522.210938 Penalty: 2119.680176
	Iteration 18Q: 3 clusters Score -75522.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -75522.210938 Penalty: 2119.680176
	Iteration 19F: 3 clusters Score -75522.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 339 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70861 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21579 members 
Mstep: Class 11 contains 108846 members 
Mstep: Class 12 contains 10900 members 
Mstep: Class 13 contains 341 members 
Mstep: Class 14 contains 39301 members 
Mstep: Class 15 contains 47955 members 
Mstep: Class 16 contains 579 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 21 contains 11778 members 
Mstep: Class 23 contains 34596 members 
Entering Unmasked Estep 
Score: -54033552.000000 Penalty: 44202.781250
Splitting cluster 4 changes total score from -54034496.000000 to -54033552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Entering Unmasked Estep 
Score: -367541.531250 Penalty: 1291.440308
	Iteration 0F: 2 clusters Score -367541.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -364869.843750 Penalty: 2582.880615
	Iteration 0F: 3 clusters Score -364869.8 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -365503.093750 Penalty: 2582.880615
	Iteration 1F: 3 clusters Score -365503.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -365638.281250 Penalty: 2582.880615
	Iteration 2F: 3 clusters Score -365638.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -365736.437500 Penalty: 2582.880615
	Iteration 3F: 3 clusters Score -365736.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -365797.343750 Penalty: 2582.880615
	Iteration 4Q: 3 clusters Score -365797.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -365836.500000 Penalty: 2582.880615
	Iteration 5Q: 3 clusters Score -365836.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -365861.781250 Penalty: 2582.880615
	Iteration 6Q: 3 clusters Score -365861.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -365875.718750 Penalty: 2582.880615
	Iteration 7Q: 3 clusters Score -365875.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -365887.718750 Penalty: 2582.880615
	Iteration 8Q: 3 clusters Score -365887.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -365899.437500 Penalty: 2582.880615
	Iteration 9Q: 3 clusters Score -365899.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -365910.843750 Penalty: 2582.880615
	Iteration 10Q: 3 clusters Score -365910.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -365922.875000 Penalty: 2582.880615
	Iteration 11Q: 3 clusters Score -365922.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -365934.500000 Penalty: 2582.880615
	Iteration 12Q: 3 clusters Score -365934.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -365944.093750 Penalty: 2582.880615
	Iteration 13Q: 3 clusters Score -365944.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -365955.750000 Penalty: 2582.880615
	Iteration 14Q: 3 clusters Score -365955.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -365966.531250 Penalty: 2582.880615
	Iteration 15Q: 3 clusters Score -365966.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -365975.156250 Penalty: 2582.880615
	Iteration 16Q: 3 clusters Score -365975.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -365981.093750 Penalty: 2582.880615
	Iteration 17Q: 3 clusters Score -365981.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -365987.468750 Penalty: 2582.880615
	Iteration 18Q: 3 clusters Score -365987.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -365994.937500 Penalty: 2582.880615
	Iteration 19Q: 3 clusters Score -365994.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -365998.625000 Penalty: 2582.880615
	Iteration 20F: 3 clusters Score -365998.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -366000.406250 Penalty: 2582.880615
	Iteration 21Q: 3 clusters Score -366000.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -366004.500000 Penalty: 2582.880615
	Iteration 22Q: 3 clusters Score -366004.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -366010.906250 Penalty: 2582.880615
	Iteration 23Q: 3 clusters Score -366010.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -366013.812500 Penalty: 2582.880615
	Iteration 24Q: 3 clusters Score -366013.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -366015.125000 Penalty: 2582.880615
	Iteration 25Q: 3 clusters Score -366015.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -366015.625000 Penalty: 2582.880615
	Iteration 26Q: 3 clusters Score -366015.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -366016.437500 Penalty: 2582.880615
	Iteration 27Q: 3 clusters Score -366016.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -366016.156250 Penalty: 2582.880615
	Iteration 28Q: 3 clusters Score -366016.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -366016.093750 Penalty: 2582.880615
	Iteration 29Q: 3 clusters Score -366016.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -366016.093750 Penalty: 2582.880615
	Iteration 30F: 3 clusters Score -366016.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (70861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70861 members 
Entering Unmasked Estep 
Score: -9279967.000000 Penalty: 1814.877197
	Iteration 0F: 2 clusters Score -9279967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -9235994.000000 Penalty: 3629.754395
	Iteration 0F: 3 clusters Score -9235994 nChanged 33824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -9255281.000000 Penalty: 3629.754395
	Iteration 1F: 3 clusters Score -9255281 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -9255979.000000 Penalty: 3629.754395
	Iteration 2Q: 3 clusters Score -9255979 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -9256746.000000 Penalty: 3629.754395
	Iteration 3Q: 3 clusters Score -9256746 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -9257679.000000 Penalty: 3629.754395
	Iteration 4Q: 3 clusters Score -9257679 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -9259041.000000 Penalty: 3629.754395
	Iteration 5Q: 3 clusters Score -9259041 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -9261037.000000 Penalty: 3629.754395
	Iteration 6Q: 3 clusters Score -9261037 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -9263570.000000 Penalty: 3629.754395
	Iteration 7F: 3 clusters Score -9263570 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -9267004.000000 Penalty: 3629.754395
	Iteration 8F: 3 clusters Score -9267004 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57799 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -9270575.000000 Penalty: 3629.754395
	Iteration 9F: 3 clusters Score -9270575 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62507 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -9273704.000000 Penalty: 3629.754395
	Iteration 10F: 3 clusters Score -9273704 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66094 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -9275630.000000 Penalty: 3629.754395
	Iteration 11F: 3 clusters Score -9275630 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68283 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -9276861.000000 Penalty: 3629.754395
	Iteration 12Q: 3 clusters Score -9276861 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69403 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -9277585.000000 Penalty: 3629.754395
	Iteration 13Q: 3 clusters Score -9277585 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69929 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -9277956.000000 Penalty: 3629.754395
	Iteration 14Q: 3 clusters Score -9277956 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70170 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9278121.000000 Penalty: 3629.754395
	Iteration 15Q: 3 clusters Score -9278121 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70308 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9278206.000000 Penalty: 3629.754395
	Iteration 16Q: 3 clusters Score -9278206 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70369 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9278259.000000 Penalty: 3629.754395
	Iteration 17Q: 3 clusters Score -9278259 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70402 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9278308.000000 Penalty: 3629.754395
	Iteration 18Q: 3 clusters Score -9278308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70431 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9278331.000000 Penalty: 3629.754395
	Iteration 19Q: 3 clusters Score -9278331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70446 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9278332.000000 Penalty: 3629.754395
	Iteration 20F: 3 clusters Score -9278332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70452 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9278346.000000 Penalty: 3629.754395
	Iteration 21Q: 3 clusters Score -9278346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70457 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9278352.000000 Penalty: 3629.754395
	Iteration 22Q: 3 clusters Score -9278352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70463 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9278347.000000 Penalty: 3629.754395
	Iteration 23Q: 3 clusters Score -9278347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70466 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9278356.000000 Penalty: 3629.754395
	Iteration 24Q: 3 clusters Score -9278356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9278353.000000 Penalty: 3629.754395
	Iteration 25Q: 3 clusters Score -9278353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9278353.000000 Penalty: 3629.754395
	Iteration 26Q: 3 clusters Score -9278353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9278351.000000 Penalty: 3629.754395
	Iteration 27Q: 3 clusters Score -9278351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70469 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9278353.000000 Penalty: 3629.754395
	Iteration 28Q: 3 clusters Score -9278353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70469 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9278353.000000 Penalty: 3629.754395
	Iteration 29F: 3 clusters Score -9278353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -119894.484375 Penalty: 1115.707275
	Iteration 0F: 2 clusters Score -119894.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -118461.218750 Penalty: 2231.414551
	Iteration 0F: 3 clusters Score -118461.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -118672.320312 Penalty: 2231.414551
	Iteration 1F: 3 clusters Score -118672.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -118758.718750 Penalty: 2231.414551
	Iteration 2F: 3 clusters Score -118758.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -118796.398438 Penalty: 2231.414551
	Iteration 3Q: 3 clusters Score -118796.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -118814.093750 Penalty: 2231.414551
	Iteration 4Q: 3 clusters Score -118814.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -118823.828125 Penalty: 2231.414551
	Iteration 5Q: 3 clusters Score -118823.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -118830.062500 Penalty: 2231.414551
	Iteration 6Q: 3 clusters Score -118830.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -118835.531250 Penalty: 2231.414551
	Iteration 7Q: 3 clusters Score -118835.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -118845.289062 Penalty: 2231.414551
	Iteration 8Q: 3 clusters Score -118845.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -118851.093750 Penalty: 2231.414551
	Iteration 9Q: 3 clusters Score -118851.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -118866.695312 Penalty: 2231.414551
	Iteration 10Q: 3 clusters Score -118866.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -118875.554688 Penalty: 2231.414551
	Iteration 11Q: 3 clusters Score -118875.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -118889.554688 Penalty: 2231.414551
	Iteration 12Q: 3 clusters Score -118889.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -118902.062500 Penalty: 2231.414551
	Iteration 13Q: 3 clusters Score -118902.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -118919.328125 Penalty: 2231.414551
	Iteration 14Q: 3 clusters Score -118919.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -118931.609375 Penalty: 2231.414551
	Iteration 15Q: 3 clusters Score -118931.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -118936.234375 Penalty: 2231.414551
	Iteration 16Q: 3 clusters Score -118936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -118941.265625 Penalty: 2231.414551
	Iteration 17Q: 3 clusters Score -118941.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -118949.726562 Penalty: 2231.414551
	Iteration 18Q: 3 clusters Score -118949.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -118954.039062 Penalty: 2231.414551
	Iteration 19Q: 3 clusters Score -118954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -118956.132812 Penalty: 2231.414551
	Iteration 20F: 3 clusters Score -118956.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -118957.640625 Penalty: 2231.414551
	Iteration 21Q: 3 clusters Score -118957.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -118959.140625 Penalty: 2231.414551
	Iteration 22Q: 3 clusters Score -118959.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -118959.687500 Penalty: 2231.414551
	Iteration 23Q: 3 clusters Score -118959.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -118960.171875 Penalty: 2231.414551
	Iteration 24Q: 3 clusters Score -118960.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -118960.171875 Penalty: 2231.414551
	Iteration 25F: 3 clusters Score -118960.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Entering Unmasked Estep 
Score: -397434.718750 Penalty: 1303.827148
	Iteration 0F: 2 clusters Score -397434.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -394664.593750 Penalty: 2607.654297
	Iteration 0F: 3 clusters Score -394664.6 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -395297.718750 Penalty: 2607.654297
	Iteration 1F: 3 clusters Score -395297.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -395430.437500 Penalty: 2607.654297
	Iteration 2F: 3 clusters Score -395430.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -395512.781250 Penalty: 2607.654297
	Iteration 3Q: 3 clusters Score -395512.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -395580.937500 Penalty: 2607.654297
	Iteration 4Q: 3 clusters Score -395580.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -395652.093750 Penalty: 2607.654297
	Iteration 5Q: 3 clusters Score -395652.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -395703.718750 Penalty: 2607.654297
	Iteration 6Q: 3 clusters Score -395703.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -395729.656250 Penalty: 2607.654297
	Iteration 7Q: 3 clusters Score -395729.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -395750.156250 Penalty: 2607.654297
	Iteration 8Q: 3 clusters Score -395750.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -395773.281250 Penalty: 2607.654297
	Iteration 9Q: 3 clusters Score -395773.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -395797.156250 Penalty: 2607.654297
	Iteration 10Q: 3 clusters Score -395797.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -395814.406250 Penalty: 2607.654297
	Iteration 11Q: 3 clusters Score -395814.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -395840.406250 Penalty: 2607.654297
	Iteration 12Q: 3 clusters Score -395840.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -395862.750000 Penalty: 2607.654297
	Iteration 13Q: 3 clusters Score -395862.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -395892.656250 Penalty: 2607.654297
	Iteration 14Q: 3 clusters Score -395892.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -395914.531250 Penalty: 2607.654297
	Iteration 15Q: 3 clusters Score -395914.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -395934.968750 Penalty: 2607.654297
	Iteration 16Q: 3 clusters Score -395935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -395947.937500 Penalty: 2607.654297
	Iteration 17Q: 3 clusters Score -395947.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -395964.843750 Penalty: 2607.654297
	Iteration 18Q: 3 clusters Score -395964.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -395981.562500 Penalty: 2607.654297
	Iteration 19Q: 3 clusters Score -395981.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -395994.375000 Penalty: 2607.654297
	Iteration 20F: 3 clusters Score -395994.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -396008.250000 Penalty: 2607.654297
	Iteration 21Q: 3 clusters Score -396008.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -396015.156250 Penalty: 2607.654297
	Iteration 22Q: 3 clusters Score -396015.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -396023.968750 Penalty: 2607.654297
	Iteration 23Q: 3 clusters Score -396024 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -396030.093750 Penalty: 2607.654297
	Iteration 24Q: 3 clusters Score -396030.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -396035.812500 Penalty: 2607.654297
	Iteration 25Q: 3 clusters Score -396035.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -396040.000000 Penalty: 2607.654297
	Iteration 26Q: 3 clusters Score -396040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -396042.968750 Penalty: 2607.654297
	Iteration 27Q: 3 clusters Score -396043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -396046.625000 Penalty: 2607.654297
	Iteration 28Q: 3 clusters Score -396046.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -396048.593750 Penalty: 2607.654297
	Iteration 29Q: 3 clusters Score -396048.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -396052.218750 Penalty: 2607.654297
	Iteration 30Q: 3 clusters Score -396052.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -396053.937500 Penalty: 2607.654297
	Iteration 31Q: 3 clusters Score -396053.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -396056.468750 Penalty: 2607.654297
	Iteration 32Q: 3 clusters Score -396056.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -396058.218750 Penalty: 2607.654297
	Iteration 33Q: 3 clusters Score -396058.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -396062.093750 Penalty: 2607.654297
	Iteration 34Q: 3 clusters Score -396062.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -396064.312500 Penalty: 2607.654297
	Iteration 35Q: 3 clusters Score -396064.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -396065.593750 Penalty: 2607.654297
	Iteration 36Q: 3 clusters Score -396065.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -396069.062500 Penalty: 2607.654297
	Iteration 37Q: 3 clusters Score -396069.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -396070.531250 Penalty: 2607.654297
	Iteration 38Q: 3 clusters Score -396070.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -396073.125000 Penalty: 2607.654297
	Iteration 39Q: 3 clusters Score -396073.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -396076.093750 Penalty: 2607.654297
	Iteration 40F: 3 clusters Score -396076.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -396078.406250 Penalty: 2607.654297
	Iteration 41Q: 3 clusters Score -396078.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -396082.968750 Penalty: 2607.654297
	Iteration 42Q: 3 clusters Score -396083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -396086.562500 Penalty: 2607.654297
	Iteration 43Q: 3 clusters Score -396086.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -396089.312500 Penalty: 2607.654297
	Iteration 44Q: 3 clusters Score -396089.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -396092.718750 Penalty: 2607.654297
	Iteration 45Q: 3 clusters Score -396092.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -396097.968750 Penalty: 2607.654297
	Iteration 46Q: 3 clusters Score -396098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -396099.875000 Penalty: 2607.654297
	Iteration 47Q: 3 clusters Score -396099.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -396101.656250 Penalty: 2607.654297
	Iteration 48Q: 3 clusters Score -396101.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -396103.343750 Penalty: 2607.654297
	Iteration 49Q: 3 clusters Score -396103.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -396103.750000 Penalty: 2607.654297
	Iteration 50Q: 3 clusters Score -396103.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -396105.343750 Penalty: 2607.654297
	Iteration 51Q: 3 clusters Score -396105.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -396107.218750 Penalty: 2607.654297
	Iteration 52Q: 3 clusters Score -396107.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -396109.156250 Penalty: 2607.654297
	Iteration 53Q: 3 clusters Score -396109.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -396110.437500 Penalty: 2607.654297
	Iteration 54Q: 3 clusters Score -396110.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -396111.343750 Penalty: 2607.654297
	Iteration 55Q: 3 clusters Score -396111.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -396111.968750 Penalty: 2607.654297
	Iteration 56Q: 3 clusters Score -396112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -396111.718750 Penalty: 2607.654297
	Iteration 57Q: 3 clusters Score -396111.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -396112.687500 Penalty: 2607.654297
	Iteration 58Q: 3 clusters Score -396112.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -396113.062500 Penalty: 2607.654297
	Iteration 59Q: 3 clusters Score -396113.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -396113.062500 Penalty: 2607.654297
	Iteration 60F: 3 clusters Score -396113.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -27918.966797 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -27918.97 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 192 members 
Entering Unmasked Estep 
Score: -27091.927734 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -27091.93 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27479.650391 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -27479.65 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27669.455078 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -27669.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27720.066406 Penalty: 1937.326660
	Iteration 3Q: 3 clusters Score -27720.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27746.673828 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -27746.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27772.480469 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -27772.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27789.574219 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -27789.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27804.966797 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -27804.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27838.587891 Penalty: 1937.326660
	Iteration 8Q: 3 clusters Score -27838.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27854.746094 Penalty: 1937.326660
	Iteration 9Q: 3 clusters Score -27854.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27867.498047 Penalty: 1937.326660
	Iteration 10Q: 3 clusters Score -27867.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27867.498047 Penalty: 1937.326660
	Iteration 11F: 3 clusters Score -27867.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Entering Unmasked Estep 
Score: -2824313.500000 Penalty: 1621.664795
	Iteration 0F: 2 clusters Score -2824314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2809589.500000 Penalty: 3243.329590
	Iteration 0F: 3 clusters Score -2809590 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2814926.750000 Penalty: 3243.329590
	Iteration 1F: 3 clusters Score -2814927 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2815291.250000 Penalty: 3243.329590
	Iteration 2Q: 3 clusters Score -2815291 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2815718.250000 Penalty: 3243.329590
	Iteration 3Q: 3 clusters Score -2815718 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2816313.000000 Penalty: 3243.329590
	Iteration 4F: 3 clusters Score -2816313 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2817144.000000 Penalty: 3243.329590
	Iteration 5F: 3 clusters Score -2817144 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2818294.250000 Penalty: 3243.329590
	Iteration 6F: 3 clusters Score -2818294 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2819740.000000 Penalty: 3243.329590
	Iteration 7F: 3 clusters Score -2819740 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2821132.000000 Penalty: 3243.329590
	Iteration 8F: 3 clusters Score -2821132 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2822100.500000 Penalty: 3243.329590
	Iteration 9Q: 3 clusters Score -2822100 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2822559.250000 Penalty: 3243.329590
	Iteration 10Q: 3 clusters Score -2822559 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2822706.750000 Penalty: 3243.329590
	Iteration 11Q: 3 clusters Score -2822707 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2822777.000000 Penalty: 3243.329590
	Iteration 12Q: 3 clusters Score -2822777 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2822820.000000 Penalty: 3243.329590
	Iteration 13Q: 3 clusters Score -2822820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2822831.000000 Penalty: 3243.329590
	Iteration 14Q: 3 clusters Score -2822831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -2822841.750000 Penalty: 3243.329590
	Iteration 15Q: 3 clusters Score -2822842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2822852.750000 Penalty: 3243.329590
	Iteration 16Q: 3 clusters Score -2822853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2822853.500000 Penalty: 3243.329590
	Iteration 17Q: 3 clusters Score -2822854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2822858.250000 Penalty: 3243.329590
	Iteration 18Q: 3 clusters Score -2822858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2822867.250000 Penalty: 3243.329590
	Iteration 19Q: 3 clusters Score -2822867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2822872.500000 Penalty: 3243.329590
	Iteration 20F: 3 clusters Score -2822872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2822873.250000 Penalty: 3243.329590
	Iteration 21Q: 3 clusters Score -2822873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2822872.250000 Penalty: 3243.329590
	Iteration 22Q: 3 clusters Score -2822872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2822874.250000 Penalty: 3243.329590
	Iteration 23Q: 3 clusters Score -2822874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2822874.250000 Penalty: 3243.329590
	Iteration 24F: 3 clusters Score -2822874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (108846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108846 members 
Entering Unmasked Estep 
Score: -14048748.000000 Penalty: 1884.624512
	Iteration 0F: 2 clusters Score -1.404875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 54263 members 
Entering Unmasked Estep 
Score: -13978578.000000 Penalty: 3769.249023
	Iteration 0F: 3 clusters Score -1.397858e+07 nChanged 52234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57757 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -14008838.000000 Penalty: 3769.249023
	Iteration 1F: 3 clusters Score -1.400884e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -14009713.000000 Penalty: 3769.249023
	Iteration 2Q: 3 clusters Score -1.400971e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62386 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -14010817.000000 Penalty: 3769.249023
	Iteration 3Q: 3 clusters Score -1.401082e+07 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66499 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -14012706.000000 Penalty: 3769.249023
	Iteration 4Q: 3 clusters Score -1.401271e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72424 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -14016173.000000 Penalty: 3769.249023
	Iteration 5F: 3 clusters Score -1.401617e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80438 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -14021775.000000 Penalty: 3769.249023
	Iteration 6F: 3 clusters Score -1.402178e+07 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89657 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -14029454.000000 Penalty: 3769.249023
	Iteration 7F: 3 clusters Score -1.402945e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98456 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -14038865.000000 Penalty: 3769.249023
	Iteration 8F: 3 clusters Score -1.403886e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104389 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -14044530.000000 Penalty: 3769.249023
	Iteration 9F: 3 clusters Score -1.404453e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106974 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -14046146.000000 Penalty: 3769.249023
	Iteration 10Q: 3 clusters Score -1.404615e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107839 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -14046709.000000 Penalty: 3769.249023
	Iteration 11Q: 3 clusters Score -1.404671e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108119 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -14046958.000000 Penalty: 3769.249023
	Iteration 12Q: 3 clusters Score -1.404696e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108187 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -14047092.000000 Penalty: 3769.249023
	Iteration 13Q: 3 clusters Score -1.404709e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108228 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -14047183.000000 Penalty: 3769.249023
	Iteration 14Q: 3 clusters Score -1.404718e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108244 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -14047217.000000 Penalty: 3769.249023
	Iteration 15Q: 3 clusters Score -1.404722e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108258 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -14047233.000000 Penalty: 3769.249023
	Iteration 16Q: 3 clusters Score -1.404723e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108262 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -14047261.000000 Penalty: 3769.249023
	Iteration 17Q: 3 clusters Score -1.404726e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108262 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -14047273.000000 Penalty: 3769.249023
	Iteration 18Q: 3 clusters Score -1.404727e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108265 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -14047282.000000 Penalty: 3769.249023
	Iteration 19Q: 3 clusters Score -1.404728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108265 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -14047294.000000 Penalty: 3769.249023
	Iteration 20F: 3 clusters Score -1.404729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108263 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -14047304.000000 Penalty: 3769.249023
	Iteration 21Q: 3 clusters Score -1.40473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108261 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -14047294.000000 Penalty: 3769.249023
	Iteration 22Q: 3 clusters Score -1.404729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108261 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -14047294.000000 Penalty: 3769.249023
	Iteration 23F: 3 clusters Score -1.404729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Entering Unmasked Estep 
Score: -1366588.750000 Penalty: 1510.684204
	Iteration 0F: 2 clusters Score -1366589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1358872.625000 Penalty: 3021.368408
	Iteration 0F: 3 clusters Score -1358873 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1361383.375000 Penalty: 3021.368408
	Iteration 1F: 3 clusters Score -1361383 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1361663.375000 Penalty: 3021.368408
	Iteration 2F: 3 clusters Score -1361663 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1361891.500000 Penalty: 3021.368408
	Iteration 3Q: 3 clusters Score -1361892 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1362113.250000 Penalty: 3021.368408
	Iteration 4Q: 3 clusters Score -1362113 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1362311.875000 Penalty: 3021.368408
	Iteration 5Q: 3 clusters Score -1362312 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1362501.750000 Penalty: 3021.368408
	Iteration 6Q: 3 clusters Score -1362502 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1362675.250000 Penalty: 3021.368408
	Iteration 7Q: 3 clusters Score -1362675 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1362852.250000 Penalty: 3021.368408
	Iteration 8Q: 3 clusters Score -1362852 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1363082.000000 Penalty: 3021.368408
	Iteration 9Q: 3 clusters Score -1363082 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1363341.750000 Penalty: 3021.368408
	Iteration 10Q: 3 clusters Score -1363342 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1363617.375000 Penalty: 3021.368408
	Iteration 11Q: 3 clusters Score -1363617 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1363888.375000 Penalty: 3021.368408
	Iteration 12Q: 3 clusters Score -1363888 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1364125.875000 Penalty: 3021.368408
	Iteration 13Q: 3 clusters Score -1364126 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1364332.625000 Penalty: 3021.368408
	Iteration 14Q: 3 clusters Score -1364333 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1364531.750000 Penalty: 3021.368408
	Iteration 15Q: 3 clusters Score -1364532 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1364695.875000 Penalty: 3021.368408
	Iteration 16Q: 3 clusters Score -1364696 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1364819.250000 Penalty: 3021.368408
	Iteration 17Q: 3 clusters Score -1364819 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1364911.750000 Penalty: 3021.368408
	Iteration 18Q: 3 clusters Score -1364912 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1364974.500000 Penalty: 3021.368408
	Iteration 19Q: 3 clusters Score -1364974 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1365020.000000 Penalty: 3021.368408
	Iteration 20F: 3 clusters Score -1365020 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1365065.125000 Penalty: 3021.368408
	Iteration 21Q: 3 clusters Score -1365065 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1365099.875000 Penalty: 3021.368408
	Iteration 22Q: 3 clusters Score -1365100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1365114.000000 Penalty: 3021.368408
	Iteration 23Q: 3 clusters Score -1365114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1365127.750000 Penalty: 3021.368408
	Iteration 24Q: 3 clusters Score -1365128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1365149.500000 Penalty: 3021.368408
	Iteration 25Q: 3 clusters Score -1365150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1365163.000000 Penalty: 3021.368408
	Iteration 26Q: 3 clusters Score -1365163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1365176.500000 Penalty: 3021.368408
	Iteration 27Q: 3 clusters Score -1365176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1365186.375000 Penalty: 3021.368408
	Iteration 28Q: 3 clusters Score -1365186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1365193.125000 Penalty: 3021.368408
	Iteration 29Q: 3 clusters Score -1365193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1365208.375000 Penalty: 3021.368408
	Iteration 30Q: 3 clusters Score -1365208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1365221.875000 Penalty: 3021.368408
	Iteration 31Q: 3 clusters Score -1365222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1365230.375000 Penalty: 3021.368408
	Iteration 32Q: 3 clusters Score -1365230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1365239.000000 Penalty: 3021.368408
	Iteration 33Q: 3 clusters Score -1365239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1365244.500000 Penalty: 3021.368408
	Iteration 34Q: 3 clusters Score -1365244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1365250.750000 Penalty: 3021.368408
	Iteration 35Q: 3 clusters Score -1365251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1365256.750000 Penalty: 3021.368408
	Iteration 36Q: 3 clusters Score -1365257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1365261.875000 Penalty: 3021.368408
	Iteration 37Q: 3 clusters Score -1365262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1365264.375000 Penalty: 3021.368408
	Iteration 38Q: 3 clusters Score -1365264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1365272.125000 Penalty: 3021.368408
	Iteration 39Q: 3 clusters Score -1365272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1365278.000000 Penalty: 3021.368408
	Iteration 40F: 3 clusters Score -1365278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1365280.125000 Penalty: 3021.368408
	Iteration 41Q: 3 clusters Score -1365280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1365281.500000 Penalty: 3021.368408
	Iteration 42Q: 3 clusters Score -1365282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1365283.000000 Penalty: 3021.368408
	Iteration 43Q: 3 clusters Score -1365283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1365288.375000 Penalty: 3021.368408
	Iteration 44Q: 3 clusters Score -1365288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1365292.000000 Penalty: 3021.368408
	Iteration 45Q: 3 clusters Score -1365292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1365302.000000 Penalty: 3021.368408
	Iteration 46Q: 3 clusters Score -1365302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1365313.000000 Penalty: 3021.368408
	Iteration 47Q: 3 clusters Score -1365313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1365319.875000 Penalty: 3021.368408
	Iteration 48Q: 3 clusters Score -1365320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1365324.000000 Penalty: 3021.368408
	Iteration 49Q: 3 clusters Score -1365324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1365328.000000 Penalty: 3021.368408
	Iteration 50Q: 3 clusters Score -1365328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1365333.375000 Penalty: 3021.368408
	Iteration 51Q: 3 clusters Score -1365333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1365333.125000 Penalty: 3021.368408
	Iteration 52Q: 3 clusters Score -1365333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1365333.125000 Penalty: 3021.368408
	Iteration 53F: 3 clusters Score -1365333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Entering Unmasked Estep 
Score: -5222487.000000 Penalty: 1719.088379
	Iteration 0F: 2 clusters Score -5222487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -5196280.500000 Penalty: 3438.176758
	Iteration 0F: 3 clusters Score -5196280 nChanged 18317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -5206788.500000 Penalty: 3438.176758
	Iteration 1F: 3 clusters Score -5206788 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -5207197.500000 Penalty: 3438.176758
	Iteration 2Q: 3 clusters Score -5207198 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -5207632.500000 Penalty: 3438.176758
	Iteration 3Q: 3 clusters Score -5207632 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -5208028.500000 Penalty: 3438.176758
	Iteration 4Q: 3 clusters Score -5208028 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -5208501.500000 Penalty: 3438.176758
	Iteration 5Q: 3 clusters Score -5208502 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -5209031.000000 Penalty: 3438.176758
	Iteration 6Q: 3 clusters Score -5209031 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -5209739.000000 Penalty: 3438.176758
	Iteration 7Q: 3 clusters Score -5209739 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -5210694.500000 Penalty: 3438.176758
	Iteration 8Q: 3 clusters Score -5210694 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -5212035.000000 Penalty: 3438.176758
	Iteration 9Q: 3 clusters Score -5212035 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -5213364.500000 Penalty: 3438.176758
	Iteration 10Q: 3 clusters Score -5213364 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -5214381.000000 Penalty: 3438.176758
	Iteration 11Q: 3 clusters Score -5214381 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -5214983.500000 Penalty: 3438.176758
	Iteration 12Q: 3 clusters Score -5214984 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -5215327.000000 Penalty: 3438.176758
	Iteration 13Q: 3 clusters Score -5215327 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -5215636.000000 Penalty: 3438.176758
	Iteration 14Q: 3 clusters Score -5215636 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -5215941.500000 Penalty: 3438.176758
	Iteration 15Q: 3 clusters Score -5215942 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -5216276.500000 Penalty: 3438.176758
	Iteration 16Q: 3 clusters Score -5216276 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -5216596.000000 Penalty: 3438.176758
	Iteration 17Q: 3 clusters Score -5216596 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -5216953.000000 Penalty: 3438.176758
	Iteration 18Q: 3 clusters Score -5216953 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -5217345.000000 Penalty: 3438.176758
	Iteration 19Q: 3 clusters Score -5217345 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -5217762.500000 Penalty: 3438.176758
	Iteration 20F: 3 clusters Score -5217762 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -5218190.000000 Penalty: 3438.176758
	Iteration 21Q: 3 clusters Score -5218190 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -5218651.500000 Penalty: 3438.176758
	Iteration 22Q: 3 clusters Score -5218652 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -5219125.500000 Penalty: 3438.176758
	Iteration 23Q: 3 clusters Score -5219126 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -5219511.500000 Penalty: 3438.176758
	Iteration 24Q: 3 clusters Score -5219512 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -5219832.500000 Penalty: 3438.176758
	Iteration 25Q: 3 clusters Score -5219832 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -5220141.000000 Penalty: 3438.176758
	Iteration 26Q: 3 clusters Score -5220141 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -5220385.000000 Penalty: 3438.176758
	Iteration 27Q: 3 clusters Score -5220385 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -5220564.500000 Penalty: 3438.176758
	Iteration 28Q: 3 clusters Score -5220564 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -5220675.500000 Penalty: 3438.176758
	Iteration 29Q: 3 clusters Score -5220676 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -5220764.500000 Penalty: 3438.176758
	Iteration 30Q: 3 clusters Score -5220764 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -5220838.500000 Penalty: 3438.176758
	Iteration 31Q: 3 clusters Score -5220838 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -5220900.500000 Penalty: 3438.176758
	Iteration 32Q: 3 clusters Score -5220900 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -5220947.000000 Penalty: 3438.176758
	Iteration 33Q: 3 clusters Score -5220947 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -5220985.500000 Penalty: 3438.176758
	Iteration 34Q: 3 clusters Score -5220986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -5220997.000000 Penalty: 3438.176758
	Iteration 35Q: 3 clusters Score -5220997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -5221003.000000 Penalty: 3438.176758
	Iteration 36Q: 3 clusters Score -5221003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -5221017.000000 Penalty: 3438.176758
	Iteration 37Q: 3 clusters Score -5221017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -5221021.000000 Penalty: 3438.176758
	Iteration 38Q: 3 clusters Score -5221021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -5221020.500000 Penalty: 3438.176758
	Iteration 39Q: 3 clusters Score -5221020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -5221036.500000 Penalty: 3438.176758
	Iteration 40F: 3 clusters Score -5221036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -5221042.000000 Penalty: 3438.176758
	Iteration 41Q: 3 clusters Score -5221042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -5221046.000000 Penalty: 3438.176758
	Iteration 42Q: 3 clusters Score -5221046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -5221056.000000 Penalty: 3438.176758
	Iteration 43Q: 3 clusters Score -5221056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -5221055.000000 Penalty: 3438.176758
	Iteration 44Q: 3 clusters Score -5221055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -5221056.500000 Penalty: 3438.176758
	Iteration 45Q: 3 clusters Score -5221056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -5221056.500000 Penalty: 3438.176758
	Iteration 46F: 3 clusters Score -5221056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Entering Unmasked Estep 
Score: -6350481.500000 Penalty: 1751.427979
	Iteration 0F: 2 clusters Score -6350482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -6319779.500000 Penalty: 3502.855957
	Iteration 0F: 3 clusters Score -6319780 nChanged 22427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -6332624.500000 Penalty: 3502.855957
	Iteration 1F: 3 clusters Score -6332624 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -6333264.500000 Penalty: 3502.855957
	Iteration 2Q: 3 clusters Score -6333264 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -6334034.500000 Penalty: 3502.855957
	Iteration 3Q: 3 clusters Score -6334034 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -6335122.500000 Penalty: 3502.855957
	Iteration 4Q: 3 clusters Score -6335122 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -6336574.500000 Penalty: 3502.855957
	Iteration 5F: 3 clusters Score -6336574 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -6338371.500000 Penalty: 3502.855957
	Iteration 6F: 3 clusters Score -6338372 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -6340250.000000 Penalty: 3502.855957
	Iteration 7F: 3 clusters Score -6340250 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -6341609.500000 Penalty: 3502.855957
	Iteration 8F: 3 clusters Score -6341610 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -6342254.500000 Penalty: 3502.855957
	Iteration 9Q: 3 clusters Score -6342254 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -6342470.000000 Penalty: 3502.855957
	Iteration 10Q: 3 clusters Score -6342470 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -6342542.500000 Penalty: 3502.855957
	Iteration 11Q: 3 clusters Score -6342542 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -6342587.000000 Penalty: 3502.855957
	Iteration 12Q: 3 clusters Score -6342587 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -6342633.500000 Penalty: 3502.855957
	Iteration 13Q: 3 clusters Score -6342634 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -6342698.500000 Penalty: 3502.855957
	Iteration 14Q: 3 clusters Score -6342698 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -6342788.500000 Penalty: 3502.855957
	Iteration 15Q: 3 clusters Score -6342788 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -6342806.000000 Penalty: 3502.855957
	Iteration 16Q: 3 clusters Score -6342806 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -6342870.000000 Penalty: 3502.855957
	Iteration 17Q: 3 clusters Score -6342870 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -6342893.000000 Penalty: 3502.855957
	Iteration 18Q: 3 clusters Score -6342893 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -6342977.000000 Penalty: 3502.855957
	Iteration 19Q: 3 clusters Score -6342977 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -6343061.000000 Penalty: 3502.855957
	Iteration 20F: 3 clusters Score -6343061 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -6343134.500000 Penalty: 3502.855957
	Iteration 21Q: 3 clusters Score -6343134 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -6343233.500000 Penalty: 3502.855957
	Iteration 22Q: 3 clusters Score -6343234 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -6343277.000000 Penalty: 3502.855957
	Iteration 23Q: 3 clusters Score -6343277 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -6343320.000000 Penalty: 3502.855957
	Iteration 24Q: 3 clusters Score -6343320 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -6343391.500000 Penalty: 3502.855957
	Iteration 25Q: 3 clusters Score -6343392 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -6343435.000000 Penalty: 3502.855957
	Iteration 26Q: 3 clusters Score -6343435 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -6343516.500000 Penalty: 3502.855957
	Iteration 27Q: 3 clusters Score -6343516 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -6343583.500000 Penalty: 3502.855957
	Iteration 28Q: 3 clusters Score -6343584 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -6343651.500000 Penalty: 3502.855957
	Iteration 29Q: 3 clusters Score -6343652 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -6343704.500000 Penalty: 3502.855957
	Iteration 30Q: 3 clusters Score -6343704 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -6343730.500000 Penalty: 3502.855957
	Iteration 31Q: 3 clusters Score -6343730 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -6343784.500000 Penalty: 3502.855957
	Iteration 32Q: 3 clusters Score -6343784 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -6343817.000000 Penalty: 3502.855957
	Iteration 33Q: 3 clusters Score -6343817 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -6343841.500000 Penalty: 3502.855957
	Iteration 34Q: 3 clusters Score -6343842 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -6343897.500000 Penalty: 3502.855957
	Iteration 35Q: 3 clusters Score -6343898 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -6343928.000000 Penalty: 3502.855957
	Iteration 36Q: 3 clusters Score -6343928 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -6343939.000000 Penalty: 3502.855957
	Iteration 37Q: 3 clusters Score -6343939 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -6343980.000000 Penalty: 3502.855957
	Iteration 38Q: 3 clusters Score -6343980 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -6344007.000000 Penalty: 3502.855957
	Iteration 39Q: 3 clusters Score -6344007 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -6344030.500000 Penalty: 3502.855957
	Iteration 40F: 3 clusters Score -6344030 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -6344059.500000 Penalty: 3502.855957
	Iteration 41Q: 3 clusters Score -6344060 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -6344091.000000 Penalty: 3502.855957
	Iteration 42Q: 3 clusters Score -6344091 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -6344136.000000 Penalty: 3502.855957
	Iteration 43Q: 3 clusters Score -6344136 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -6344171.500000 Penalty: 3502.855957
	Iteration 44Q: 3 clusters Score -6344172 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -6344211.500000 Penalty: 3502.855957
	Iteration 45Q: 3 clusters Score -6344212 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -6344281.000000 Penalty: 3502.855957
	Iteration 46Q: 3 clusters Score -6344281 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -6344345.500000 Penalty: 3502.855957
	Iteration 47Q: 3 clusters Score -6344346 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -6344384.000000 Penalty: 3502.855957
	Iteration 48Q: 3 clusters Score -6344384 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -6344442.000000 Penalty: 3502.855957
	Iteration 49Q: 3 clusters Score -6344442 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -6344503.500000 Penalty: 3502.855957
	Iteration 50Q: 3 clusters Score -6344504 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -6344631.500000 Penalty: 3502.855957
	Iteration 51Q: 3 clusters Score -6344632 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -6344710.000000 Penalty: 3502.855957
	Iteration 52Q: 3 clusters Score -6344710 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -6344840.500000 Penalty: 3502.855957
	Iteration 53Q: 3 clusters Score -6344840 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -6344961.000000 Penalty: 3502.855957
	Iteration 54Q: 3 clusters Score -6344961 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -6345069.500000 Penalty: 3502.855957
	Iteration 55Q: 3 clusters Score -6345070 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -6345219.000000 Penalty: 3502.855957
	Iteration 56Q: 3 clusters Score -6345219 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -6345343.500000 Penalty: 3502.855957
	Iteration 57Q: 3 clusters Score -6345344 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -6345497.500000 Penalty: 3502.855957
	Iteration 58Q: 3 clusters Score -6345498 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -6345636.000000 Penalty: 3502.855957
	Iteration 59Q: 3 clusters Score -6345636 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -6345830.500000 Penalty: 3502.855957
	Iteration 60F: 3 clusters Score -6345830 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -6346011.000000 Penalty: 3502.855957
	Iteration 61Q: 3 clusters Score -6346011 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -6346281.500000 Penalty: 3502.855957
	Iteration 62Q: 3 clusters Score -6346282 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -6346541.000000 Penalty: 3502.855957
	Iteration 63Q: 3 clusters Score -6346541 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -6346797.500000 Penalty: 3502.855957
	Iteration 64Q: 3 clusters Score -6346798 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -6347180.500000 Penalty: 3502.855957
	Iteration 65Q: 3 clusters Score -6347180 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -6347533.500000 Penalty: 3502.855957
	Iteration 66Q: 3 clusters Score -6347534 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -6347846.000000 Penalty: 3502.855957
	Iteration 67Q: 3 clusters Score -6347846 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -6348118.500000 Penalty: 3502.855957
	Iteration 68Q: 3 clusters Score -6348118 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -6348348.500000 Penalty: 3502.855957
	Iteration 69Q: 3 clusters Score -6348348 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -6348583.500000 Penalty: 3502.855957
	Iteration 70Q: 3 clusters Score -6348584 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -6348708.000000 Penalty: 3502.855957
	Iteration 71Q: 3 clusters Score -6348708 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -6348787.500000 Penalty: 3502.855957
	Iteration 72Q: 3 clusters Score -6348788 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -6348862.500000 Penalty: 3502.855957
	Iteration 73Q: 3 clusters Score -6348862 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -6348917.500000 Penalty: 3502.855957
	Iteration 74Q: 3 clusters Score -6348918 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
Score: -6348968.000000 Penalty: 3502.855957
	Iteration 75Q: 3 clusters Score -6348968 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -6349005.500000 Penalty: 3502.855957
	Iteration 76Q: 3 clusters Score -6349006 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -6349023.000000 Penalty: 3502.855957
	Iteration 77Q: 3 clusters Score -6349023 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -6349025.000000 Penalty: 3502.855957
	Iteration 78Q: 3 clusters Score -6349025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -6349038.000000 Penalty: 3502.855957
	Iteration 79Q: 3 clusters Score -6349038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -6349062.500000 Penalty: 3502.855957
	Iteration 80F: 3 clusters Score -6349062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -6349064.000000 Penalty: 3502.855957
	Iteration 81Q: 3 clusters Score -6349064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -6349070.500000 Penalty: 3502.855957
	Iteration 82Q: 3 clusters Score -6349070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -6349078.000000 Penalty: 3502.855957
	Iteration 83Q: 3 clusters Score -6349078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -6349079.500000 Penalty: 3502.855957
	Iteration 84Q: 3 clusters Score -6349080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -6349080.000000 Penalty: 3502.855957
	Iteration 85Q: 3 clusters Score -6349080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -6349080.000000 Penalty: 3502.855957
	Iteration 86F: 3 clusters Score -6349080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Entering Unmasked Estep 
Score: -61651.324219 Penalty: 1033.711670
	Iteration 0F: 2 clusters Score -61651.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60603.347656 Penalty: 2067.423340
	Iteration 0F: 3 clusters Score -60603.35 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60813.046875 Penalty: 2067.423340
	Iteration 1F: 3 clusters Score -60813.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60873.371094 Penalty: 2067.423340
	Iteration 2F: 3 clusters Score -60873.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60928.843750 Penalty: 2067.423340
	Iteration 3Q: 3 clusters Score -60928.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -61042.871094 Penalty: 2067.423340
	Iteration 4F: 3 clusters Score -61042.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -61196.234375 Penalty: 2067.423340
	Iteration 5F: 3 clusters Score -61196.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -61375.421875 Penalty: 2067.423340
	Iteration 6F: 3 clusters Score -61375.42 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -61604.886719 Penalty: 2067.423340
	Iteration 7F: 3 clusters Score -61604.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -61723.988281 Penalty: 2067.423340
	Iteration 8Q: 3 clusters Score -61723.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -61794.703125 Penalty: 2067.423340
	Iteration 9Q: 3 clusters Score -61794.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61835.304688 Penalty: 2067.423340
	Iteration 10Q: 3 clusters Score -61835.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61871.933594 Penalty: 2067.423340
	Iteration 11Q: 3 clusters Score -61871.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -61896.738281 Penalty: 2067.423340
	Iteration 12Q: 3 clusters Score -61896.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61905.101562 Penalty: 2067.423340
	Iteration 13Q: 3 clusters Score -61905.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -61911.218750 Penalty: 2067.423340
	Iteration 14Q: 3 clusters Score -61911.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -61924.582031 Penalty: 2067.423340
	Iteration 15Q: 3 clusters Score -61924.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -61952.640625 Penalty: 2067.423340
	Iteration 16Q: 3 clusters Score -61952.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -61991.902344 Penalty: 2067.423340
	Iteration 17Q: 3 clusters Score -61991.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -62002.531250 Penalty: 2067.423340
	Iteration 18Q: 3 clusters Score -62002.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -62007.601562 Penalty: 2067.423340
	Iteration 19Q: 3 clusters Score -62007.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -62014.777344 Penalty: 2067.423340
	Iteration 20F: 3 clusters Score -62014.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62025.820312 Penalty: 2067.423340
	Iteration 21Q: 3 clusters Score -62025.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -62030.214844 Penalty: 2067.423340
	Iteration 22Q: 3 clusters Score -62030.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -62030.214844 Penalty: 2067.423340
	Iteration 23F: 3 clusters Score -62030.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 56206 members 
Mstep: Class 2 contains 322 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 680 members 
Mstep: Class 5 contains 2828 members 
Mstep: Class 6 contains 70861 members 
Mstep: Class 7 contains 959 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 388 members 
Mstep: Class 10 contains 21579 members 
Mstep: Class 11 contains 108846 members 
Mstep: Class 12 contains 10900 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 39301 members 
Mstep: Class 15 contains 47955 members 
Mstep: Class 16 contains 228 members 
Mstep: Class 17 contains 237 members 
Mstep: Class 18 contains 899 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 21 contains 11778 members 
Mstep: Class 23 contains 34596 members 
Entering Unmasked Estep 
Score: -54033840.000000 Penalty: 44202.781250
Splitting cluster 16 changes total score from -54034496.000000 to -54033840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -9205.414062 Penalty: 888.559753
	Iteration 0F: 2 clusters Score -9205.414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -8488.811523 Penalty: 1777.119507
	Iteration 0F: 3 clusters Score -8488.812 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -8671.724609 Penalty: 1777.119507
	Iteration 1F: 3 clusters Score -8671.725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -8780.267578 Penalty: 1777.119507
	Iteration 2F: 3 clusters Score -8780.268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8801.974609 Penalty: 1777.119507
	Iteration 3Q: 3 clusters Score -8801.975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8837.568359 Penalty: 1777.119507
	Iteration 4Q: 3 clusters Score -8837.568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8848.436523 Penalty: 1777.119507
	Iteration 5Q: 3 clusters Score -8848.437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8858.000000 Penalty: 1777.119507
	Iteration 6Q: 3 clusters Score -8858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8862.563477 Penalty: 1777.119507
	Iteration 7Q: 3 clusters Score -8862.563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -8903.371094 Penalty: 1777.119507
	Iteration 8Q: 3 clusters Score -8903.371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8919.822266 Penalty: 1777.119507
	Iteration 9Q: 3 clusters Score -8919.822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8920.731445 Penalty: 1777.119507
	Iteration 10F: 3 clusters Score -8920.731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -8931.087891 Penalty: 1777.119507
	Iteration 11Q: 3 clusters Score -8931.088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8962.930664 Penalty: 1777.119507
	Iteration 12Q: 3 clusters Score -8962.931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9016.533203 Penalty: 1777.119507
	Iteration 13Q: 3 clusters Score -9016.533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9017.703125 Penalty: 1777.119507
	Iteration 14Q: 3 clusters Score -9017.703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9020.117188 Penalty: 1777.119507
	Iteration 15Q: 3 clusters Score -9020.117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -9020.117188 Penalty: 1777.119507
	Iteration 16F: 3 clusters Score -9020.117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -109474.882812 Penalty: 1105.208496
	Iteration 0F: 2 clusters Score -109474.9 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 447 members 
Entering Unmasked Estep 
Score: -108096.906250 Penalty: 2210.416992
	Iteration 0F: 3 clusters Score -108096.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -108334.281250 Penalty: 2210.416992
	Iteration 1F: 3 clusters Score -108334.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -108418.093750 Penalty: 2210.416992
	Iteration 2F: 3 clusters Score -108418.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -108466.906250 Penalty: 2210.416992
	Iteration 3Q: 3 clusters Score -108466.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -108500.234375 Penalty: 2210.416992
	Iteration 4Q: 3 clusters Score -108500.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -108543.875000 Penalty: 2210.416992
	Iteration 5Q: 3 clusters Score -108543.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -108575.070312 Penalty: 2210.416992
	Iteration 6Q: 3 clusters Score -108575.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -108594.960938 Penalty: 2210.416992
	Iteration 7Q: 3 clusters Score -108595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -108608.914062 Penalty: 2210.416992
	Iteration 8Q: 3 clusters Score -108608.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -108616.578125 Penalty: 2210.416992
	Iteration 9Q: 3 clusters Score -108616.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -108623.960938 Penalty: 2210.416992
	Iteration 10Q: 3 clusters Score -108624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -108628.507812 Penalty: 2210.416992
	Iteration 11Q: 3 clusters Score -108628.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -108629.843750 Penalty: 2210.416992
	Iteration 12Q: 3 clusters Score -108629.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -108630.820312 Penalty: 2210.416992
	Iteration 13Q: 3 clusters Score -108630.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -108630.820312 Penalty: 2210.416992
	Iteration 14F: 3 clusters Score -108630.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Entering Unmasked Estep 
Score: -1238364.750000 Penalty: 1487.625122
	Iteration 0F: 2 clusters Score -1238365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1231490.000000 Penalty: 2975.250244
	Iteration 0F: 3 clusters Score -1231490 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1233731.750000 Penalty: 2975.250244
	Iteration 1F: 3 clusters Score -1233732 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1234033.125000 Penalty: 2975.250244
	Iteration 2F: 3 clusters Score -1234033 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1234286.625000 Penalty: 2975.250244
	Iteration 3F: 3 clusters Score -1234287 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1234511.625000 Penalty: 2975.250244
	Iteration 4Q: 3 clusters Score -1234512 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1234710.875000 Penalty: 2975.250244
	Iteration 5Q: 3 clusters Score -1234711 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1234906.625000 Penalty: 2975.250244
	Iteration 6Q: 3 clusters Score -1234907 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1235111.000000 Penalty: 2975.250244
	Iteration 7Q: 3 clusters Score -1235111 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1235325.750000 Penalty: 2975.250244
	Iteration 8Q: 3 clusters Score -1235326 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1235534.375000 Penalty: 2975.250244
	Iteration 9Q: 3 clusters Score -1235534 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1235735.000000 Penalty: 2975.250244
	Iteration 10Q: 3 clusters Score -1235735 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1235940.875000 Penalty: 2975.250244
	Iteration 11Q: 3 clusters Score -1235941 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1236104.375000 Penalty: 2975.250244
	Iteration 12Q: 3 clusters Score -1236104 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1236256.125000 Penalty: 2975.250244
	Iteration 13Q: 3 clusters Score -1236256 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1236383.500000 Penalty: 2975.250244
	Iteration 14Q: 3 clusters Score -1236384 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1236490.250000 Penalty: 2975.250244
	Iteration 15Q: 3 clusters Score -1236490 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1236571.000000 Penalty: 2975.250244
	Iteration 16Q: 3 clusters Score -1236571 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1236632.125000 Penalty: 2975.250244
	Iteration 17Q: 3 clusters Score -1236632 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1236687.500000 Penalty: 2975.250244
	Iteration 18Q: 3 clusters Score -1236688 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1236747.625000 Penalty: 2975.250244
	Iteration 19Q: 3 clusters Score -1236748 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1236798.500000 Penalty: 2975.250244
	Iteration 20F: 3 clusters Score -1236798 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1236836.875000 Penalty: 2975.250244
	Iteration 21Q: 3 clusters Score -1236837 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1236867.125000 Penalty: 2975.250244
	Iteration 22Q: 3 clusters Score -1236867 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1236895.750000 Penalty: 2975.250244
	Iteration 23Q: 3 clusters Score -1236896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1236919.750000 Penalty: 2975.250244
	Iteration 24Q: 3 clusters Score -1236920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1236939.125000 Penalty: 2975.250244
	Iteration 25Q: 3 clusters Score -1236939 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1236962.625000 Penalty: 2975.250244
	Iteration 26Q: 3 clusters Score -1236963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1236977.750000 Penalty: 2975.250244
	Iteration 27Q: 3 clusters Score -1236978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1236987.500000 Penalty: 2975.250244
	Iteration 28Q: 3 clusters Score -1236988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1236999.125000 Penalty: 2975.250244
	Iteration 29Q: 3 clusters Score -1236999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1237010.375000 Penalty: 2975.250244
	Iteration 30Q: 3 clusters Score -1237010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1237018.875000 Penalty: 2975.250244
	Iteration 31Q: 3 clusters Score -1237019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1237033.500000 Penalty: 2975.250244
	Iteration 32Q: 3 clusters Score -1237034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1237047.125000 Penalty: 2975.250244
	Iteration 33Q: 3 clusters Score -1237047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1237051.375000 Penalty: 2975.250244
	Iteration 34Q: 3 clusters Score -1237051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1237055.375000 Penalty: 2975.250244
	Iteration 35Q: 3 clusters Score -1237055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1237057.500000 Penalty: 2975.250244
	Iteration 36Q: 3 clusters Score -1237058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1237057.750000 Penalty: 2975.250244
	Iteration 37Q: 3 clusters Score -1237058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1237057.750000 Penalty: 2975.250244
	Iteration 38F: 3 clusters Score -1237058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Entering Unmasked Estep 
Score: -1533289.500000 Penalty: 1523.273193
	Iteration 0F: 2 clusters Score -1533290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1524955.125000 Penalty: 3046.546387
	Iteration 0F: 3 clusters Score -1524955 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1527626.750000 Penalty: 3046.546387
	Iteration 1F: 3 clusters Score -1527627 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1527874.750000 Penalty: 3046.546387
	Iteration 2F: 3 clusters Score -1527875 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1528067.625000 Penalty: 3046.546387
	Iteration 3Q: 3 clusters Score -1528068 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1528200.875000 Penalty: 3046.546387
	Iteration 4Q: 3 clusters Score -1528201 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1528304.375000 Penalty: 3046.546387
	Iteration 5Q: 3 clusters Score -1528304 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1528388.375000 Penalty: 3046.546387
	Iteration 6Q: 3 clusters Score -1528388 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1528474.250000 Penalty: 3046.546387
	Iteration 7Q: 3 clusters Score -1528474 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1528589.875000 Penalty: 3046.546387
	Iteration 8Q: 3 clusters Score -1528590 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1528724.125000 Penalty: 3046.546387
	Iteration 9Q: 3 clusters Score -1528724 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1528907.750000 Penalty: 3046.546387
	Iteration 10Q: 3 clusters Score -1528908 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1529136.875000 Penalty: 3046.546387
	Iteration 11Q: 3 clusters Score -1529137 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1529438.875000 Penalty: 3046.546387
	Iteration 12Q: 3 clusters Score -1529439 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1529836.875000 Penalty: 3046.546387
	Iteration 13Q: 3 clusters Score -1529837 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1530292.750000 Penalty: 3046.546387
	Iteration 14F: 3 clusters Score -1530293 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1530793.625000 Penalty: 3046.546387
	Iteration 15Q: 3 clusters Score -1530794 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1531212.500000 Penalty: 3046.546387
	Iteration 16Q: 3 clusters Score -1531212 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1531452.750000 Penalty: 3046.546387
	Iteration 17Q: 3 clusters Score -1531453 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1531604.625000 Penalty: 3046.546387
	Iteration 18Q: 3 clusters Score -1531605 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1531710.000000 Penalty: 3046.546387
	Iteration 19Q: 3 clusters Score -1531710 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1531773.875000 Penalty: 3046.546387
	Iteration 20F: 3 clusters Score -1531774 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1531817.250000 Penalty: 3046.546387
	Iteration 21Q: 3 clusters Score -1531817 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1531852.375000 Penalty: 3046.546387
	Iteration 22Q: 3 clusters Score -1531852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1531881.875000 Penalty: 3046.546387
	Iteration 23Q: 3 clusters Score -1531882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1531903.250000 Penalty: 3046.546387
	Iteration 24Q: 3 clusters Score -1531903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1531916.500000 Penalty: 3046.546387
	Iteration 25Q: 3 clusters Score -1531916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1531929.375000 Penalty: 3046.546387
	Iteration 26Q: 3 clusters Score -1531929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1531941.125000 Penalty: 3046.546387
	Iteration 27Q: 3 clusters Score -1531941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1531945.250000 Penalty: 3046.546387
	Iteration 28Q: 3 clusters Score -1531945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1531953.000000 Penalty: 3046.546387
	Iteration 29Q: 3 clusters Score -1531953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1531953.500000 Penalty: 3046.546387
	Iteration 30Q: 3 clusters Score -1531954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1531956.000000 Penalty: 3046.546387
	Iteration 31Q: 3 clusters Score -1531956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1531956.375000 Penalty: 3046.546387
	Iteration 32Q: 3 clusters Score -1531956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1531958.500000 Penalty: 3046.546387
	Iteration 33Q: 3 clusters Score -1531958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1531959.500000 Penalty: 3046.546387
	Iteration 34Q: 3 clusters Score -1531960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1531959.500000 Penalty: 3046.546387
	Iteration 35F: 3 clusters Score -1531960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Entering Unmasked Estep 
Score: -4511279.500000 Penalty: 1698.367676
	Iteration 0F: 2 clusters Score -4511280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -4488136.000000 Penalty: 3396.735352
	Iteration 0F: 3 clusters Score -4488136 nChanged 15998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -4497028.500000 Penalty: 3396.735352
	Iteration 1F: 3 clusters Score -4497028 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -4497534.000000 Penalty: 3396.735352
	Iteration 2Q: 3 clusters Score -4497534 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -4498069.500000 Penalty: 3396.735352
	Iteration 3Q: 3 clusters Score -4498070 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -4498735.000000 Penalty: 3396.735352
	Iteration 4Q: 3 clusters Score -4498735 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -4499545.500000 Penalty: 3396.735352
	Iteration 5Q: 3 clusters Score -4499546 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -4500708.000000 Penalty: 3396.735352
	Iteration 6F: 3 clusters Score -4500708 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -4502309.000000 Penalty: 3396.735352
	Iteration 7F: 3 clusters Score -4502309 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -4504015.000000 Penalty: 3396.735352
	Iteration 8F: 3 clusters Score -4504015 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -4505191.000000 Penalty: 3396.735352
	Iteration 9F: 3 clusters Score -4505191 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -4505732.000000 Penalty: 3396.735352
	Iteration 10Q: 3 clusters Score -4505732 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -4505936.000000 Penalty: 3396.735352
	Iteration 11Q: 3 clusters Score -4505936 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -4506093.000000 Penalty: 3396.735352
	Iteration 12Q: 3 clusters Score -4506093 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -4506180.000000 Penalty: 3396.735352
	Iteration 13Q: 3 clusters Score -4506180 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -4506275.500000 Penalty: 3396.735352
	Iteration 14Q: 3 clusters Score -4506276 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -4506410.500000 Penalty: 3396.735352
	Iteration 15Q: 3 clusters Score -4506410 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -4506514.000000 Penalty: 3396.735352
	Iteration 16Q: 3 clusters Score -4506514 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -4506613.000000 Penalty: 3396.735352
	Iteration 17Q: 3 clusters Score -4506613 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -4506696.500000 Penalty: 3396.735352
	Iteration 18Q: 3 clusters Score -4506696 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -4506788.500000 Penalty: 3396.735352
	Iteration 19Q: 3 clusters Score -4506788 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -4506930.500000 Penalty: 3396.735352
	Iteration 20F: 3 clusters Score -4506930 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -4507067.000000 Penalty: 3396.735352
	Iteration 21Q: 3 clusters Score -4507067 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -4507206.000000 Penalty: 3396.735352
	Iteration 22Q: 3 clusters Score -4507206 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -4507337.000000 Penalty: 3396.735352
	Iteration 23Q: 3 clusters Score -4507337 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -4507484.000000 Penalty: 3396.735352
	Iteration 24Q: 3 clusters Score -4507484 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -4507613.000000 Penalty: 3396.735352
	Iteration 25Q: 3 clusters Score -4507613 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -4507756.000000 Penalty: 3396.735352
	Iteration 26Q: 3 clusters Score -4507756 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -4507901.500000 Penalty: 3396.735352
	Iteration 27Q: 3 clusters Score -4507902 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -4508028.000000 Penalty: 3396.735352
	Iteration 28Q: 3 clusters Score -4508028 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -4508139.000000 Penalty: 3396.735352
	Iteration 29Q: 3 clusters Score -4508139 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -4508273.500000 Penalty: 3396.735352
	Iteration 30Q: 3 clusters Score -4508274 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -4508403.500000 Penalty: 3396.735352
	Iteration 31Q: 3 clusters Score -4508404 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -4508514.500000 Penalty: 3396.735352
	Iteration 32Q: 3 clusters Score -4508514 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -4508624.500000 Penalty: 3396.735352
	Iteration 33Q: 3 clusters Score -4508624 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -4508736.500000 Penalty: 3396.735352
	Iteration 34Q: 3 clusters Score -4508736 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -4508844.500000 Penalty: 3396.735352
	Iteration 35Q: 3 clusters Score -4508844 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -4508935.000000 Penalty: 3396.735352
	Iteration 36Q: 3 clusters Score -4508935 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -4509011.000000 Penalty: 3396.735352
	Iteration 37Q: 3 clusters Score -4509011 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -4509089.000000 Penalty: 3396.735352
	Iteration 38Q: 3 clusters Score -4509089 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -4509169.000000 Penalty: 3396.735352
	Iteration 39Q: 3 clusters Score -4509169 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -4509235.000000 Penalty: 3396.735352
	Iteration 40F: 3 clusters Score -4509235 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -4509297.000000 Penalty: 3396.735352
	Iteration 41Q: 3 clusters Score -4509297 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -4509344.500000 Penalty: 3396.735352
	Iteration 42Q: 3 clusters Score -4509344 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -4509382.500000 Penalty: 3396.735352
	Iteration 43Q: 3 clusters Score -4509382 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -4509435.000000 Penalty: 3396.735352
	Iteration 44Q: 3 clusters Score -4509435 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -4509468.500000 Penalty: 3396.735352
	Iteration 45Q: 3 clusters Score -4509468 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4509499.500000 Penalty: 3396.735352
	Iteration 46Q: 3 clusters Score -4509500 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -4509538.000000 Penalty: 3396.735352
	Iteration 47Q: 3 clusters Score -4509538 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -4509567.000000 Penalty: 3396.735352
	Iteration 48Q: 3 clusters Score -4509567 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -4509579.500000 Penalty: 3396.735352
	Iteration 49Q: 3 clusters Score -4509580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -4509594.500000 Penalty: 3396.735352
	Iteration 50Q: 3 clusters Score -4509594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -4509599.500000 Penalty: 3396.735352
	Iteration 51Q: 3 clusters Score -4509600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -4509613.000000 Penalty: 3396.735352
	Iteration 52Q: 3 clusters Score -4509613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -4509618.000000 Penalty: 3396.735352
	Iteration 53Q: 3 clusters Score -4509618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -4509622.000000 Penalty: 3396.735352
	Iteration 54Q: 3 clusters Score -4509622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -4509637.500000 Penalty: 3396.735352
	Iteration 55Q: 3 clusters Score -4509638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -4509655.500000 Penalty: 3396.735352
	Iteration 56Q: 3 clusters Score -4509656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -4509662.500000 Penalty: 3396.735352
	Iteration 57Q: 3 clusters Score -4509662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -4509673.000000 Penalty: 3396.735352
	Iteration 58Q: 3 clusters Score -4509673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -4509679.500000 Penalty: 3396.735352
	Iteration 59Q: 3 clusters Score -4509680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -4509680.000000 Penalty: 3396.735352
	Iteration 60F: 3 clusters Score -4509680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -4509685.500000 Penalty: 3396.735352
	Iteration 61Q: 3 clusters Score -4509686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -4509703.000000 Penalty: 3396.735352
	Iteration 62Q: 3 clusters Score -4509703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -4509714.000000 Penalty: 3396.735352
	Iteration 63Q: 3 clusters Score -4509714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -4509722.500000 Penalty: 3396.735352
	Iteration 64Q: 3 clusters Score -4509722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -4509728.000000 Penalty: 3396.735352
	Iteration 65Q: 3 clusters Score -4509728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -4509738.500000 Penalty: 3396.735352
	Iteration 66Q: 3 clusters Score -4509738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -4509740.500000 Penalty: 3396.735352
	Iteration 67Q: 3 clusters Score -4509740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -4509757.000000 Penalty: 3396.735352
	Iteration 68Q: 3 clusters Score -4509757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -4509758.500000 Penalty: 3396.735352
	Iteration 69Q: 3 clusters Score -4509758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -4509762.000000 Penalty: 3396.735352
	Iteration 70Q: 3 clusters Score -4509762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -4509761.500000 Penalty: 3396.735352
	Iteration 71Q: 3 clusters Score -4509762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -4509761.500000 Penalty: 3396.735352
	Iteration 72Q: 3 clusters Score -4509762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -4509769.500000 Penalty: 3396.735352
	Iteration 73Q: 3 clusters Score -4509770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -4509767.000000 Penalty: 3396.735352
	Iteration 74Q: 3 clusters Score -4509767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -4509774.000000 Penalty: 3396.735352
	Iteration 75Q: 3 clusters Score -4509774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -4509777.500000 Penalty: 3396.735352
	Iteration 76Q: 3 clusters Score -4509778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -4509782.000000 Penalty: 3396.735352
	Iteration 77Q: 3 clusters Score -4509782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -4509788.000000 Penalty: 3396.735352
	Iteration 78Q: 3 clusters Score -4509788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -4509785.000000 Penalty: 3396.735352
	Iteration 79Q: 3 clusters Score -4509785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -4509785.000000 Penalty: 3396.735352
	Iteration 80F: 3 clusters Score -4509785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -4509783.000000 Penalty: 3396.735352
	Iteration 81Q: 3 clusters Score -4509783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -4509786.000000 Penalty: 3396.735352
	Iteration 82Q: 3 clusters Score -4509786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -4509782.500000 Penalty: 3396.735352
	Iteration 83Q: 3 clusters Score -4509782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -4509786.000000 Penalty: 3396.735352
	Iteration 84Q: 3 clusters Score -4509786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -4509786.500000 Penalty: 3396.735352
	Iteration 85Q: 3 clusters Score -4509786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -4509786.500000 Penalty: 3396.735352
	Iteration 86F: 3 clusters Score -4509786 nChanged 0
--- Evaluating fit on full set of 1266552 points ---
Entering Unmasked Estep 
Score: -161933344.000000 Penalty: 45668.378906
24->21 Clusters: Score -161933344.000000, best is -162102032.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 422184 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 17689 members 
Mstep: Class 3 contains 17420 members 
Mstep: Class 4 contains 17665 members 
Mstep: Class 5 contains 17563 members 
Mstep: Class 6 contains 17593 members 
Mstep: Class 7 contains 17658 members 
Mstep: Class 8 contains 17599 members 
Mstep: Class 9 contains 17600 members 
Mstep: Class 10 contains 17832 members 
Mstep: Class 11 contains 17624 members 
Mstep: Class 12 contains 17793 members 
Mstep: Class 13 contains 17485 members 
Mstep: Class 14 contains 17475 members 
Mstep: Class 15 contains 17735 members 
Mstep: Class 16 contains 17676 members 
Mstep: Class 17 contains 17443 members 
Mstep: Class 18 contains 17586 members 
Mstep: Class 19 contains 17656 members 
Mstep: Class 20 contains 17612 members 
Mstep: Class 21 contains 17674 members 
Mstep: Class 22 contains 17507 members 
Mstep: Class 23 contains 17246 members 
Mstep: Class 24 contains 17605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 528.730896 but Gain 2104.894531
Score: -51613360.000000 Penalty: 48412.570312
Iteration 0F: 24 clusters Score -5.161336e+07 nChanged 404587
Entering Unmasked Mstep 
Mstep: Class 0 contains 1014 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 9906 members 
Mstep: Class 3 contains 155 members 
Mstep: Class 4 contains 2052 members 
Mstep: Class 5 contains 45994 members 
Mstep: Class 6 contains 6569 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 611 members 
Mstep: Class 9 contains 2516 members 
Mstep: Class 10 contains 202068 members 
Mstep: Class 11 contains 7168 members 
Mstep: Class 12 contains 904 members 
Mstep: Class 13 contains 3704 members 
Mstep: Class 14 contains 283 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 3524 members 
Mstep: Class 17 contains 42640 members 
Mstep: Class 18 contains 754 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 415 members 
Mstep: Class 22 contains 63424 members 
Mstep: Class 23 contains 13116 members 
Mstep: Class 24 contains 906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 338.648102 but Gain 2104.894531
Score: -53396556.000000 Penalty: 46307.675781
Iteration 1F: 23 clusters Score -5.339656e+07 nChanged 112677
Entering Unmasked Mstep 
Mstep: Class 0 contains 694 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 5082 members 
Mstep: Class 3 contains 526 members 
Mstep: Class 4 contains 825 members 
Mstep: Class 5 contains 53622 members 
Mstep: Class 6 contains 3031 members 
Mstep: Class 7 contains 635 members 
Mstep: Class 8 contains 226 members 
Mstep: Class 9 contains 1178 members 
Mstep: Class 10 contains 218764 members 
Mstep: Class 11 contains 6067 members 
Mstep: Class 12 contains 655 members 
Mstep: Class 13 contains 1555 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 382 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 32509 members 
Mstep: Class 19 contains 825 members 
Mstep: Class 20 contains 597 members 
Mstep: Class 22 contains 76883 members 
Mstep: Class 23 contains 8473 members 
Mstep: Class 24 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 530.447815 but Gain 2104.894531
Score: -53572952.000000 Penalty: 44202.781250
Iteration 2F: 22 clusters Score -5.357295e+07 nChanged 76978
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5705 members 
Mstep: Class 3 contains 716 members 
Mstep: Class 4 contains 654 members 
Mstep: Class 5 contains 58318 members 
Mstep: Class 6 contains 1603 members 
Mstep: Class 7 contains 485 members 
Mstep: Class 8 contains 201 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 213527 members 
Mstep: Class 11 contains 4958 members 
Mstep: Class 12 contains 798 members 
Mstep: Class 13 contains 921 members 
Mstep: Class 14 contains 348 members 
Mstep: Class 15 contains 356 members 
Mstep: Class 16 contains 780 members 
Mstep: Class 17 contains 26455 members 
Mstep: Class 20 contains 423 members 
Mstep: Class 22 contains 89624 members 
Mstep: Class 23 contains 9431 members 
Mstep: Class 24 contains 559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 561.645935 but Gain 2104.890625
Score: -53641036.000000 Penalty: 42097.890625
Iteration 3F: 21 clusters Score -5.364104e+07 nChanged 64375
Entering Unmasked Mstep 
Mstep: Class 0 contains 337 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5827 members 
Mstep: Class 3 contains 638 members 
Mstep: Class 5 contains 64984 members 
Mstep: Class 6 contains 942 members 
Mstep: Class 7 contains 392 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 1050 members 
Mstep: Class 10 contains 193096 members 
Mstep: Class 11 contains 4497 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 710 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 488 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 22670 members 
Mstep: Class 20 contains 506 members 
Mstep: Class 22 contains 107896 members 
Mstep: Class 23 contains 10973 members 
Mstep: Class 24 contains 514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 467.213715 but Gain 2104.894531
Score: -53679612.000000 Penalty: 39992.996094
Iteration 4F: 20 clusters Score -5.367961e+07 nChanged 65782
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 523 members 
Mstep: Class 5 contains 69999 members 
Mstep: Class 6 contains 659 members 
Mstep: Class 8 contains 425 members 
Mstep: Class 9 contains 1186 members 
Mstep: Class 10 contains 160754 members 
Mstep: Class 11 contains 4462 members 
Mstep: Class 12 contains 691 members 
Mstep: Class 13 contains 615 members 
Mstep: Class 14 contains 249 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 708 members 
Mstep: Class 17 contains 19896 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 22 contains 137665 members 
Mstep: Class 23 contains 11575 members 
Mstep: Class 24 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 642.870361 but Gain 2104.894531
Score: -53743584.000000 Penalty: 37888.101562
Iteration 5F: 19 clusters Score -5.374358e+07 nChanged 69837
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 4865 members 
Mstep: Class 3 contains 432 members 
Mstep: Class 5 contains 75956 members 
Mstep: Class 8 contains 483 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 134575 members 
Mstep: Class 11 contains 4498 members 
Mstep: Class 12 contains 686 members 
Mstep: Class 13 contains 495 members 
Mstep: Class 14 contains 270 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 16668 members 
Mstep: Class 20 contains 802 members 
Mstep: Class 22 contains 160977 members 
Mstep: Class 23 contains 11818 members 
Mstep: Class 24 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 782.813354 but Gain 2104.894531
Score: -53775280.000000 Penalty: 35783.207031
Iteration 6F: 18 clusters Score -5.377528e+07 nChanged 50794
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 4534 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 5 contains 82320 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 1502 members 
Mstep: Class 10 contains 141272 members 
Mstep: Class 11 contains 5091 members 
Mstep: Class 12 contains 676 members 
Mstep: Class 14 contains 294 members 
Mstep: Class 15 contains 616 members 
Mstep: Class 16 contains 976 members 
Mstep: Class 17 contains 16801 members 
Mstep: Class 20 contains 970 members 
Mstep: Class 22 contains 146018 members 
Mstep: Class 23 contains 12363 members 
Mstep: Class 24 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1593.814331 but Gain 2104.894531
Score: -53801980.000000 Penalty: 33678.312500
Iteration 7F: 17 clusters Score -5.380198e+07 nChanged 33216
Entering Unmasked Mstep 
Mstep: Class 0 contains 183 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 365 members 
Mstep: Class 5 contains 87693 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 1684 members 
Mstep: Class 10 contains 137867 members 
Mstep: Class 11 contains 5775 members 
Mstep: Class 12 contains 700 members 
Mstep: Class 14 contains 330 members 
Mstep: Class 15 contains 585 members 
Mstep: Class 17 contains 16493 members 
Mstep: Class 20 contains 1155 members 
Mstep: Class 22 contains 143650 members 
Mstep: Class 23 contains 12523 members 
Mstep: Class 24 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53827556.000000 Penalty: 33678.312500
Iteration 8F: 17 clusters Score -5.382756e+07 nChanged 24819
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 3652 members 
Mstep: Class 3 contains 344 members 
Mstep: Class 5 contains 91281 members 
Mstep: Class 8 contains 546 members 
Mstep: Class 9 contains 1794 members 
Mstep: Class 10 contains 136009 members 
Mstep: Class 11 contains 6429 members 
Mstep: Class 12 contains 725 members 
Mstep: Class 14 contains 368 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 17 contains 15960 members 
Mstep: Class 20 contains 1321 members 
Mstep: Class 22 contains 140775 members 
Mstep: Class 23 contains 12806 members 
Mstep: Class 24 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53845408.000000 Penalty: 33678.312500
Iteration 9F: 17 clusters Score -5.384541e+07 nChanged 18687
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 3287 members 
Mstep: Class 3 contains 317 members 
Mstep: Class 5 contains 93770 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 1805 members 
Mstep: Class 10 contains 134801 members 
Mstep: Class 11 contains 7116 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 14 contains 414 members 
Mstep: Class 15 contains 587 members 
Mstep: Class 17 contains 15270 members 
Mstep: Class 20 contains 1493 members 
Mstep: Class 22 contains 138478 members 
Mstep: Class 23 contains 13069 members 
Mstep: Class 24 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53860040.000000 Penalty: 33678.312500
Iteration 10Q: 17 clusters Score -5.386004e+07 nChanged 14313
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 2959 members 
Mstep: Class 3 contains 298 members 
Mstep: Class 5 contains 96064 members 
Mstep: Class 8 contains 546 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 133850 members 
Mstep: Class 11 contains 7776 members 
Mstep: Class 12 contains 826 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 590 members 
Mstep: Class 17 contains 14559 members 
Mstep: Class 20 contains 1642 members 
Mstep: Class 22 contains 136362 members 
Mstep: Class 23 contains 13306 members 
Mstep: Class 24 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53872304.000000 Penalty: 33678.312500
Iteration 11Q: 17 clusters Score -5.38723e+07 nChanged 11655
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 2685 members 
Mstep: Class 3 contains 287 members 
Mstep: Class 5 contains 98246 members 
Mstep: Class 8 contains 546 members 
Mstep: Class 9 contains 1557 members 
Mstep: Class 10 contains 133020 members 
Mstep: Class 11 contains 8399 members 
Mstep: Class 12 contains 865 members 
Mstep: Class 14 contains 455 members 
Mstep: Class 15 contains 590 members 
Mstep: Class 17 contains 13815 members 
Mstep: Class 20 contains 1746 members 
Mstep: Class 22 contains 134566 members 
Mstep: Class 23 contains 13515 members 
Mstep: Class 24 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53882528.000000 Penalty: 33678.312500
Iteration 12Q: 17 clusters Score -5.388253e+07 nChanged 10194
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 2460 members 
Mstep: Class 3 contains 284 members 
Mstep: Class 5 contains 100370 members 
Mstep: Class 8 contains 547 members 
Mstep: Class 9 contains 1361 members 
Mstep: Class 10 contains 132340 members 
Mstep: Class 11 contains 9018 members 
Mstep: Class 12 contains 919 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 592 members 
Mstep: Class 17 contains 13134 members 
Mstep: Class 20 contains 1845 members 
Mstep: Class 22 contains 132760 members 
Mstep: Class 23 contains 13627 members 
Mstep: Class 24 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53892064.000000 Penalty: 33678.312500
Iteration 13Q: 17 clusters Score -5.389206e+07 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 284 members 
Mstep: Class 5 contains 102720 members 
Mstep: Class 8 contains 550 members 
Mstep: Class 9 contains 1169 members 
Mstep: Class 10 contains 131571 members 
Mstep: Class 11 contains 9618 members 
Mstep: Class 12 contains 963 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 587 members 
Mstep: Class 17 contains 12576 members 
Mstep: Class 20 contains 1928 members 
Mstep: Class 22 contains 131007 members 
Mstep: Class 23 contains 13693 members 
Mstep: Class 24 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53900656.000000 Penalty: 33678.312500
Iteration 14Q: 17 clusters Score -5.390066e+07 nChanged 8987
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 2082 members 
Mstep: Class 3 contains 284 members 
Mstep: Class 5 contains 105217 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 989 members 
Mstep: Class 10 contains 130784 members 
Mstep: Class 11 contains 10180 members 
Mstep: Class 12 contains 977 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 584 members 
Mstep: Class 17 contains 12145 members 
Mstep: Class 20 contains 2002 members 
Mstep: Class 22 contains 129250 members 
Mstep: Class 23 contains 13734 members 
Mstep: Class 24 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53908692.000000 Penalty: 33678.312500
Iteration 15Q: 17 clusters Score -5.390869e+07 nChanged 8458
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 1937 members 
Mstep: Class 3 contains 284 members 
Mstep: Class 5 contains 107755 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 860 members 
Mstep: Class 10 contains 130016 members 
Mstep: Class 11 contains 10648 members 
Mstep: Class 12 contains 984 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 17 contains 11805 members 
Mstep: Class 20 contains 2058 members 
Mstep: Class 22 contains 127537 members 
Mstep: Class 23 contains 13750 members 
Mstep: Class 24 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53915356.000000 Penalty: 33678.312500
Iteration 16Q: 17 clusters Score -5.391536e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 1815 members 
Mstep: Class 3 contains 284 members 
Mstep: Class 5 contains 110007 members 
Mstep: Class 8 contains 550 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 129341 members 
Mstep: Class 11 contains 11054 members 
Mstep: Class 12 contains 991 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 577 members 
Mstep: Class 17 contains 11489 members 
Mstep: Class 20 contains 2118 members 
Mstep: Class 22 contains 126182 members 
Mstep: Class 23 contains 13776 members 
Mstep: Class 24 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53920708.000000 Penalty: 33678.312500
Iteration 17Q: 17 clusters Score -5.392071e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1726 members 
Mstep: Class 3 contains 284 members 
Mstep: Class 5 contains 112143 members 
Mstep: Class 8 contains 549 members 
Mstep: Class 9 contains 688 members 
Mstep: Class 10 contains 128648 members 
Mstep: Class 11 contains 11377 members 
Mstep: Class 12 contains 997 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 573 members 
Mstep: Class 17 contains 11297 members 
Mstep: Class 20 contains 2157 members 
Mstep: Class 22 contains 124937 members 
Mstep: Class 23 contains 13773 members 
Mstep: Class 24 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53925892.000000 Penalty: 33678.312500
Iteration 18Q: 17 clusters Score -5.392589e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 1633 members 
Mstep: Class 3 contains 284 members 
Mstep: Class 5 contains 113782 members 
Mstep: Class 8 contains 548 members 
Mstep: Class 9 contains 663 members 
Mstep: Class 10 contains 128088 members 
Mstep: Class 11 contains 11661 members 
Mstep: Class 12 contains 1005 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 571 members 
Mstep: Class 17 contains 11134 members 
Mstep: Class 20 contains 2197 members 
Mstep: Class 22 contains 124011 members 
Mstep: Class 23 contains 13794 members 
Mstep: Class 24 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53929160.000000 Penalty: 33678.312500
Iteration 19Q: 17 clusters Score -5.392916e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 1549 members 
Mstep: Class 3 contains 284 members 
Mstep: Class 5 contains 114829 members 
Mstep: Class 8 contains 547 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 127589 members 
Mstep: Class 11 contains 11820 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 14 contains 459 members 
Mstep: Class 15 contains 571 members 
Mstep: Class 17 contains 11032 members 
Mstep: Class 20 contains 2217 members 
Mstep: Class 22 contains 123632 members 
Mstep: Class 23 contains 13821 members 
Mstep: Class 24 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53932124.000000 Penalty: 33678.312500
Iteration 20F: 17 clusters Score -5.393212e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 3 contains 299 members 
Mstep: Class 5 contains 115351 members 
Mstep: Class 8 contains 547 members 
Mstep: Class 9 contains 716 members 
Mstep: Class 10 contains 127193 members 
Mstep: Class 11 contains 12046 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 14 contains 467 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 17 contains 10983 members 
Mstep: Class 20 contains 2232 members 
Mstep: Class 22 contains 123445 members 
Mstep: Class 23 contains 13834 members 
Mstep: Class 24 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53934524.000000 Penalty: 33678.312500
Iteration 21Q: 17 clusters Score -5.393452e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 3 contains 294 members 
Mstep: Class 5 contains 115332 members 
Mstep: Class 8 contains 548 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 126909 members 
Mstep: Class 11 contains 12281 members 
Mstep: Class 12 contains 1026 members 
Mstep: Class 14 contains 477 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 17 contains 10917 members 
Mstep: Class 20 contains 2242 members 
Mstep: Class 22 contains 123612 members 
Mstep: Class 23 contains 13852 members 
Mstep: Class 24 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53936212.000000 Penalty: 33678.312500
Iteration 22Q: 17 clusters Score -5.393621e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1344 members 
Mstep: Class 3 contains 286 members 
Mstep: Class 5 contains 114792 members 
Mstep: Class 8 contains 550 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 126715 members 
Mstep: Class 11 contains 12603 members 
Mstep: Class 12 contains 1025 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 17 contains 10895 members 
Mstep: Class 20 contains 2253 members 
Mstep: Class 22 contains 124018 members 
Mstep: Class 23 contains 13858 members 
Mstep: Class 24 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53937304.000000 Penalty: 33678.312500
Iteration 23Q: 17 clusters Score -5.39373e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 1297 members 
Mstep: Class 3 contains 281 members 
Mstep: Class 5 contains 113899 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 782 members 
Mstep: Class 10 contains 126633 members 
Mstep: Class 11 contains 12942 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 17 contains 10854 members 
Mstep: Class 20 contains 2259 members 
Mstep: Class 22 contains 124621 members 
Mstep: Class 23 contains 13876 members 
Mstep: Class 24 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2073.649902 but Gain 2104.896484
Score: -53938188.000000 Penalty: 31573.416016
Iteration 24Q: 16 clusters Score -5.393819e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 5 contains 112802 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 791 members 
Mstep: Class 10 contains 126623 members 
Mstep: Class 11 contains 13289 members 
Mstep: Class 12 contains 1027 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 11006 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 22 contains 125675 members 
Mstep: Class 23 contains 14613 members 
Mstep: Class 24 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939552.000000 Penalty: 31573.416016
Iteration 25Q: 16 clusters Score -5.393955e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 5 contains 111927 members 
Mstep: Class 8 contains 558 members 
Mstep: Class 9 contains 803 members 
Mstep: Class 10 contains 126729 members 
Mstep: Class 11 contains 13665 members 
Mstep: Class 12 contains 1024 members 
Mstep: Class 14 contains 485 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 17 contains 10933 members 
Mstep: Class 20 contains 2249 members 
Mstep: Class 22 contains 125818 members 
Mstep: Class 23 contains 14841 members 
Mstep: Class 24 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53939904.000000 Penalty: 31573.416016
Iteration 26Q: 16 clusters Score -5.39399e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 5 contains 111114 members 
Mstep: Class 8 contains 558 members 
Mstep: Class 9 contains 810 members 
Mstep: Class 10 contains 126740 members 
Mstep: Class 11 contains 14047 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 551 members 
Mstep: Class 17 contains 10846 members 
Mstep: Class 20 contains 2239 members 
Mstep: Class 22 contains 126067 members 
Mstep: Class 23 contains 15006 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53940940.000000 Penalty: 31573.416016
Iteration 27Q: 16 clusters Score -5.394094e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 5 contains 110309 members 
Mstep: Class 8 contains 558 members 
Mstep: Class 9 contains 820 members 
Mstep: Class 10 contains 126709 members 
Mstep: Class 11 contains 14468 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 551 members 
Mstep: Class 17 contains 10761 members 
Mstep: Class 20 contains 2232 members 
Mstep: Class 22 contains 126356 members 
Mstep: Class 23 contains 15134 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941316.000000 Penalty: 31573.416016
Iteration 28Q: 16 clusters Score -5.394132e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 5 contains 109607 members 
Mstep: Class 8 contains 558 members 
Mstep: Class 9 contains 825 members 
Mstep: Class 10 contains 126722 members 
Mstep: Class 11 contains 14840 members 
Mstep: Class 12 contains 1021 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 550 members 
Mstep: Class 17 contains 10640 members 
Mstep: Class 20 contains 2227 members 
Mstep: Class 22 contains 126619 members 
Mstep: Class 23 contains 15228 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53941772.000000 Penalty: 31573.416016
Iteration 29Q: 16 clusters Score -5.394177e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 5 contains 108992 members 
Mstep: Class 8 contains 558 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 126711 members 
Mstep: Class 11 contains 15221 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 17 contains 10563 members 
Mstep: Class 20 contains 2234 members 
Mstep: Class 22 contains 126763 members 
Mstep: Class 23 contains 15287 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942140.000000 Penalty: 31573.416016
Iteration 30Q: 16 clusters Score -5.394214e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 5 contains 108637 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 126694 members 
Mstep: Class 11 contains 15529 members 
Mstep: Class 12 contains 1021 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 550 members 
Mstep: Class 17 contains 10467 members 
Mstep: Class 20 contains 2237 members 
Mstep: Class 22 contains 126769 members 
Mstep: Class 23 contains 15347 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942676.000000 Penalty: 31573.416016
Iteration 31Q: 16 clusters Score -5.394268e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 5 contains 108384 members 
Mstep: Class 8 contains 556 members 
Mstep: Class 9 contains 832 members 
Mstep: Class 10 contains 126653 members 
Mstep: Class 11 contains 15846 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 17 contains 10398 members 
Mstep: Class 20 contains 2241 members 
Mstep: Class 22 contains 126669 members 
Mstep: Class 23 contains 15397 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53942808.000000 Penalty: 31573.416016
Iteration 32Q: 16 clusters Score -5.394281e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 5 contains 108165 members 
Mstep: Class 8 contains 556 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 126599 members 
Mstep: Class 11 contains 16167 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 548 members 
Mstep: Class 17 contains 10328 members 
Mstep: Class 20 contains 2243 members 
Mstep: Class 22 contains 126590 members 
Mstep: Class 23 contains 15439 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53943496.000000 Penalty: 31573.416016
Iteration 33Q: 16 clusters Score -5.39435e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 5 contains 108002 members 
Mstep: Class 8 contains 556 members 
Mstep: Class 9 contains 833 members 
Mstep: Class 10 contains 126532 members 
Mstep: Class 11 contains 16453 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 548 members 
Mstep: Class 17 contains 10244 members 
Mstep: Class 20 contains 2248 members 
Mstep: Class 22 contains 126531 members 
Mstep: Class 23 contains 15469 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53943844.000000 Penalty: 31573.416016
Iteration 34Q: 16 clusters Score -5.394384e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 5 contains 107881 members 
Mstep: Class 8 contains 556 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 126438 members 
Mstep: Class 11 contains 16726 members 
Mstep: Class 12 contains 1023 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 548 members 
Mstep: Class 17 contains 10178 members 
Mstep: Class 20 contains 2252 members 
Mstep: Class 22 contains 126499 members 
Mstep: Class 23 contains 15490 members 
Mstep: Class 24 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944448.000000 Penalty: 31573.416016
Iteration 35Q: 16 clusters Score -5.394445e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 5 contains 107785 members 
Mstep: Class 8 contains 556 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 126328 members 
Mstep: Class 11 contains 16953 members 
Mstep: Class 12 contains 1022 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 548 members 
Mstep: Class 17 contains 10110 members 
Mstep: Class 20 contains 2252 members 
Mstep: Class 22 contains 126481 members 
Mstep: Class 23 contains 15529 members 
Mstep: Class 24 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944692.000000 Penalty: 31573.416016
Iteration 36Q: 16 clusters Score -5.394469e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 5 contains 107708 members 
Mstep: Class 8 contains 556 members 
Mstep: Class 9 contains 836 members 
Mstep: Class 10 contains 126225 members 
Mstep: Class 11 contains 17184 members 
Mstep: Class 12 contains 1021 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 548 members 
Mstep: Class 17 contains 10009 members 
Mstep: Class 20 contains 2254 members 
Mstep: Class 22 contains 126482 members 
Mstep: Class 23 contains 15578 members 
Mstep: Class 24 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53944952.000000 Penalty: 31573.416016
Iteration 37Q: 16 clusters Score -5.394495e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 5 contains 107679 members 
Mstep: Class 8 contains 556 members 
Mstep: Class 9 contains 835 members 
Mstep: Class 10 contains 126080 members 
Mstep: Class 11 contains 17424 members 
Mstep: Class 12 contains 1018 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 548 members 
Mstep: Class 17 contains 9914 members 
Mstep: Class 20 contains 2256 members 
Mstep: Class 22 contains 126465 members 
Mstep: Class 23 contains 15625 members 
Mstep: Class 24 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53945236.000000 Penalty: 31573.416016
Iteration 38Q: 16 clusters Score -5.394524e+07 nChanged 1781
Entering ConstructFrom: 
Score: -53945236.000000 Penalty: 31573.416016
Entering ConstructFrom: 
Trying to split cluster 1 (12362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Entering Unmasked Estep 
Score: -1618407.125000 Penalty: 1531.137085
	Iteration 0F: 2 clusters Score -1618407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1609664.125000 Penalty: 3062.274170
	Iteration 0F: 3 clusters Score -1609664 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1612622.250000 Penalty: 3062.274170
	Iteration 1F: 3 clusters Score -1612622 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1612934.125000 Penalty: 3062.274170
	Iteration 2F: 3 clusters Score -1612934 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1613219.250000 Penalty: 3062.274170
	Iteration 3F: 3 clusters Score -1613219 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1613497.875000 Penalty: 3062.274170
	Iteration 4Q: 3 clusters Score -1613498 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1613772.625000 Penalty: 3062.274170
	Iteration 5Q: 3 clusters Score -1613773 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1614079.000000 Penalty: 3062.274170
	Iteration 6Q: 3 clusters Score -1614079 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1614482.625000 Penalty: 3062.274170
	Iteration 7Q: 3 clusters Score -1614483 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1614961.250000 Penalty: 3062.274170
	Iteration 8Q: 3 clusters Score -1614961 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1615458.125000 Penalty: 3062.274170
	Iteration 9Q: 3 clusters Score -1615458 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1615847.750000 Penalty: 3062.274170
	Iteration 10Q: 3 clusters Score -1615848 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1616108.250000 Penalty: 3062.274170
	Iteration 11Q: 3 clusters Score -1616108 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1616274.000000 Penalty: 3062.274170
	Iteration 12Q: 3 clusters Score -1616274 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1616399.125000 Penalty: 3062.274170
	Iteration 13Q: 3 clusters Score -1616399 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1616498.375000 Penalty: 3062.274170
	Iteration 14Q: 3 clusters Score -1616498 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1616578.250000 Penalty: 3062.274170
	Iteration 15Q: 3 clusters Score -1616578 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1616626.000000 Penalty: 3062.274170
	Iteration 16Q: 3 clusters Score -1616626 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1616674.625000 Penalty: 3062.274170
	Iteration 17Q: 3 clusters Score -1616675 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1616716.375000 Penalty: 3062.274170
	Iteration 18Q: 3 clusters Score -1616716 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1616763.750000 Penalty: 3062.274170
	Iteration 19Q: 3 clusters Score -1616764 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1616797.625000 Penalty: 3062.274170
	Iteration 20F: 3 clusters Score -1616798 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1616838.250000 Penalty: 3062.274170
	Iteration 21Q: 3 clusters Score -1616838 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1616866.250000 Penalty: 3062.274170
	Iteration 22Q: 3 clusters Score -1616866 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1616892.625000 Penalty: 3062.274170
	Iteration 23Q: 3 clusters Score -1616893 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1616903.875000 Penalty: 3062.274170
	Iteration 24Q: 3 clusters Score -1616904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1616918.125000 Penalty: 3062.274170
	Iteration 25Q: 3 clusters Score -1616918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1616925.500000 Penalty: 3062.274170
	Iteration 26Q: 3 clusters Score -1616926 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1616946.750000 Penalty: 3062.274170
	Iteration 27Q: 3 clusters Score -1616947 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1616970.500000 Penalty: 3062.274170
	Iteration 28Q: 3 clusters Score -1616970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1616983.625000 Penalty: 3062.274170
	Iteration 29Q: 3 clusters Score -1616984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1616996.375000 Penalty: 3062.274170
	Iteration 30Q: 3 clusters Score -1616996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1617009.000000 Penalty: 3062.274170
	Iteration 31Q: 3 clusters Score -1617009 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1617019.125000 Penalty: 3062.274170
	Iteration 32Q: 3 clusters Score -1617019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1617029.875000 Penalty: 3062.274170
	Iteration 33Q: 3 clusters Score -1617030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1617037.250000 Penalty: 3062.274170
	Iteration 34Q: 3 clusters Score -1617037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1617043.750000 Penalty: 3062.274170
	Iteration 35Q: 3 clusters Score -1617044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1617055.125000 Penalty: 3062.274170
	Iteration 36Q: 3 clusters Score -1617055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1617066.125000 Penalty: 3062.274170
	Iteration 37Q: 3 clusters Score -1617066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1617080.625000 Penalty: 3062.274170
	Iteration 38Q: 3 clusters Score -1617081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1617087.875000 Penalty: 3062.274170
	Iteration 39Q: 3 clusters Score -1617088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1617097.500000 Penalty: 3062.274170
	Iteration 40F: 3 clusters Score -1617098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1617101.250000 Penalty: 3062.274170
	Iteration 41Q: 3 clusters Score -1617101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1617105.125000 Penalty: 3062.274170
	Iteration 42Q: 3 clusters Score -1617105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1617108.625000 Penalty: 3062.274170
	Iteration 43Q: 3 clusters Score -1617109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1617113.750000 Penalty: 3062.274170
	Iteration 44Q: 3 clusters Score -1617114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1617114.125000 Penalty: 3062.274170
	Iteration 45Q: 3 clusters Score -1617114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1617117.125000 Penalty: 3062.274170
	Iteration 46Q: 3 clusters Score -1617117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1617118.125000 Penalty: 3062.274170
	Iteration 47Q: 3 clusters Score -1617118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1617118.125000 Penalty: 3062.274170
	Iteration 48F: 3 clusters Score -1617118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Entering Unmasked Estep 
Score: -14070.601562 Penalty: 915.653259
	Iteration 0F: 2 clusters Score -14070.6 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 145 members 
Entering Unmasked Estep 
Score: -13453.906250 Penalty: 1831.306519
	Iteration 0F: 3 clusters Score -13453.91 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13821.373047 Penalty: 1831.306519
	Iteration 1F: 3 clusters Score -13821.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14012.716797 Penalty: 1831.306519
	Iteration 2F: 3 clusters Score -14012.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14085.328125 Penalty: 1831.306519
	Iteration 3Q: 3 clusters Score -14085.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14097.841797 Penalty: 1831.306519
	Iteration 4Q: 3 clusters Score -14097.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14105.092773 Penalty: 1831.306519
	Iteration 5Q: 3 clusters Score -14105.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14105.578125 Penalty: 1831.306519
	Iteration 6Q: 3 clusters Score -14105.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14105.578125 Penalty: 1831.306519
	Iteration 7F: 3 clusters Score -14105.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 166 members 
Mstep: Class 3 contains 114 members 
Mstep: Class 5 contains 107591 members 
Mstep: Class 8 contains 556 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 126011 members 
Mstep: Class 11 contains 17673 members 
Mstep: Class 12 contains 1017 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 548 members 
Mstep: Class 17 contains 9802 members 
Mstep: Class 20 contains 2255 members 
Mstep: Class 22 contains 126441 members 
Mstep: Class 23 contains 15684 members 
Mstep: Class 24 contains 538 members 
Entering Unmasked Estep 
Score: -53944528.000000 Penalty: 33678.312500
Splitting cluster 3 changes total score from -53945236.000000 to -53944528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (107591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107591 members 
Entering Unmasked Estep 
Score: -13909058.000000 Penalty: 1882.739990
	Iteration 0F: 2 clusters Score -1.390906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 54111 members 
Entering Unmasked Estep 
Score: -13845885.000000 Penalty: 3765.479980
	Iteration 0F: 3 clusters Score -1.384588e+07 nChanged 51545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 59144 members 
Entering Unmasked Estep 
Score: -13876667.000000 Penalty: 3765.479980
	Iteration 1F: 3 clusters Score -1.387667e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 61631 members 
Entering Unmasked Estep 
Score: -13878558.000000 Penalty: 3765.479980
	Iteration 2Q: 3 clusters Score -1.387856e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 64523 members 
Entering Unmasked Estep 
Score: -13881577.000000 Penalty: 3765.479980
	Iteration 3F: 3 clusters Score -1.388158e+07 nChanged 7425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 66972 members 
Entering Unmasked Estep 
Score: -13885900.000000 Penalty: 3765.479980
	Iteration 4F: 3 clusters Score -1.38859e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 67925 members 
Entering Unmasked Estep 
Score: -13891383.000000 Penalty: 3765.479980
	Iteration 5F: 3 clusters Score -1.389138e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -13896697.000000 Penalty: 3765.479980
	Iteration 6F: 3 clusters Score -1.38967e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 65236 members 
Entering Unmasked Estep 
Score: -13900801.000000 Penalty: 3765.479980
	Iteration 7F: 3 clusters Score -1.39008e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 63002 members 
Entering Unmasked Estep 
Score: -13902870.000000 Penalty: 3765.479980
	Iteration 8Q: 3 clusters Score -1.390287e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -13904074.000000 Penalty: 3765.479980
	Iteration 9Q: 3 clusters Score -1.390407e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 58722 members 
Entering Unmasked Estep 
Score: -13904688.000000 Penalty: 3765.479980
	Iteration 10Q: 3 clusters Score -1.390469e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -13905060.000000 Penalty: 3765.479980
	Iteration 11Q: 3 clusters Score -1.390506e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -13905474.000000 Penalty: 3765.479980
	Iteration 12Q: 3 clusters Score -1.390547e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55295 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -13905816.000000 Penalty: 3765.479980
	Iteration 13Q: 3 clusters Score -1.390582e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 49671 members 
Entering Unmasked Estep 
Score: -13906121.000000 Penalty: 3765.479980
	Iteration 14Q: 3 clusters Score -1.390612e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60915 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -13906272.000000 Penalty: 3765.479980
	Iteration 15Q: 3 clusters Score -1.390627e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -13906195.000000 Penalty: 3765.479980
	Iteration 16Q: 3 clusters Score -1.39062e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68215 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -13906151.000000 Penalty: 3765.479980
	Iteration 17Q: 3 clusters Score -1.390615e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72517 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -13906093.000000 Penalty: 3765.479980
	Iteration 18Q: 3 clusters Score -1.390609e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76727 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -13905836.000000 Penalty: 3765.479980
	Iteration 19Q: 3 clusters Score -1.390584e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80471 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -13906657.000000 Penalty: 3765.479980
	Iteration 20F: 3 clusters Score -1.390666e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84348 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -13908216.000000 Penalty: 3765.479980
	Iteration 21Q: 3 clusters Score -1.390822e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87117 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -13909809.000000 Penalty: 3765.479980
	Iteration 22Q: 3 clusters Score -1.390981e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88828 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -13910507.000000 Penalty: 3765.479980
	Iteration 23Q: 3 clusters Score -1.391051e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89804 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -13910645.000000 Penalty: 3765.479980
	Iteration 24Q: 3 clusters Score -1.391064e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90499 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -13910619.000000 Penalty: 3765.479980
	Iteration 25Q: 3 clusters Score -1.391062e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91012 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -13910679.000000 Penalty: 3765.479980
	Iteration 26Q: 3 clusters Score -1.391068e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91419 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -13910641.000000 Penalty: 3765.479980
	Iteration 27Q: 3 clusters Score -1.391064e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91768 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -13910572.000000 Penalty: 3765.479980
	Iteration 28Q: 3 clusters Score -1.391057e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92063 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -13910798.000000 Penalty: 3765.479980
	Iteration 29Q: 3 clusters Score -1.39108e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92329 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -13910933.000000 Penalty: 3765.479980
	Iteration 30Q: 3 clusters Score -1.391093e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92557 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -13911106.000000 Penalty: 3765.479980
	Iteration 31Q: 3 clusters Score -1.391111e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92770 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -13911221.000000 Penalty: 3765.479980
	Iteration 32Q: 3 clusters Score -1.391122e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92950 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -13911314.000000 Penalty: 3765.479980
	Iteration 33Q: 3 clusters Score -1.391131e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93093 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -13911379.000000 Penalty: 3765.479980
	Iteration 34Q: 3 clusters Score -1.391138e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93212 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -13911407.000000 Penalty: 3765.479980
	Iteration 35Q: 3 clusters Score -1.391141e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93333 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -13911504.000000 Penalty: 3765.479980
	Iteration 36Q: 3 clusters Score -1.39115e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93451 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -13911574.000000 Penalty: 3765.479980
	Iteration 37Q: 3 clusters Score -1.391157e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93564 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -13911665.000000 Penalty: 3765.479980
	Iteration 38Q: 3 clusters Score -1.391166e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93663 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -13911745.000000 Penalty: 3765.479980
	Iteration 39Q: 3 clusters Score -1.391174e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93755 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -13911774.000000 Penalty: 3765.479980
	Iteration 40F: 3 clusters Score -1.391177e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93826 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -13911759.000000 Penalty: 3765.479980
	Iteration 41Q: 3 clusters Score -1.391176e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93905 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -13911757.000000 Penalty: 3765.479980
	Iteration 42Q: 3 clusters Score -1.391176e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93977 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -13911812.000000 Penalty: 3765.479980
	Iteration 43Q: 3 clusters Score -1.391181e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94033 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -13911794.000000 Penalty: 3765.479980
	Iteration 44Q: 3 clusters Score -1.391179e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94082 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -13911826.000000 Penalty: 3765.479980
	Iteration 45Q: 3 clusters Score -1.391183e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94129 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -13911842.000000 Penalty: 3765.479980
	Iteration 46Q: 3 clusters Score -1.391184e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -13911887.000000 Penalty: 3765.479980
	Iteration 47Q: 3 clusters Score -1.391189e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94208 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -13911890.000000 Penalty: 3765.479980
	Iteration 48Q: 3 clusters Score -1.391189e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94242 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -13911908.000000 Penalty: 3765.479980
	Iteration 49Q: 3 clusters Score -1.391191e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94279 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -13911931.000000 Penalty: 3765.479980
	Iteration 50Q: 3 clusters Score -1.391193e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94310 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -13911956.000000 Penalty: 3765.479980
	Iteration 51Q: 3 clusters Score -1.391196e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94339 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -13911964.000000 Penalty: 3765.479980
	Iteration 52Q: 3 clusters Score -1.391196e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94367 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -13911959.000000 Penalty: 3765.479980
	Iteration 53Q: 3 clusters Score -1.391196e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94392 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -13911973.000000 Penalty: 3765.479980
	Iteration 54Q: 3 clusters Score -1.391197e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94415 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -13911988.000000 Penalty: 3765.479980
	Iteration 55Q: 3 clusters Score -1.391199e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94429 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -13911993.000000 Penalty: 3765.479980
	Iteration 56Q: 3 clusters Score -1.391199e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94445 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -13911998.000000 Penalty: 3765.479980
	Iteration 57Q: 3 clusters Score -1.3912e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94470 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -13912019.000000 Penalty: 3765.479980
	Iteration 58Q: 3 clusters Score -1.391202e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94488 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -13912035.000000 Penalty: 3765.479980
	Iteration 59Q: 3 clusters Score -1.391204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94503 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -13912038.000000 Penalty: 3765.479980
	Iteration 60F: 3 clusters Score -1.391204e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94520 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -13912035.000000 Penalty: 3765.479980
	Iteration 61Q: 3 clusters Score -1.391204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94535 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -13912053.000000 Penalty: 3765.479980
	Iteration 62Q: 3 clusters Score -1.391205e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94556 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -13912068.000000 Penalty: 3765.479980
	Iteration 63Q: 3 clusters Score -1.391207e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94575 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -13912080.000000 Penalty: 3765.479980
	Iteration 64Q: 3 clusters Score -1.391208e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94596 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -13912099.000000 Penalty: 3765.479980
	Iteration 65Q: 3 clusters Score -1.39121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94615 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -13912111.000000 Penalty: 3765.479980
	Iteration 66Q: 3 clusters Score -1.391211e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94633 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -13912121.000000 Penalty: 3765.479980
	Iteration 67Q: 3 clusters Score -1.391212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94648 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -13912119.000000 Penalty: 3765.479980
	Iteration 68Q: 3 clusters Score -1.391212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94656 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -13912121.000000 Penalty: 3765.479980
	Iteration 69Q: 3 clusters Score -1.391212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94662 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -13912114.000000 Penalty: 3765.479980
	Iteration 70Q: 3 clusters Score -1.391211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94668 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -13912129.000000 Penalty: 3765.479980
	Iteration 71Q: 3 clusters Score -1.391213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94671 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -13912128.000000 Penalty: 3765.479980
	Iteration 72Q: 3 clusters Score -1.391213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94674 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -13912127.000000 Penalty: 3765.479980
	Iteration 73Q: 3 clusters Score -1.391213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94677 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -13912134.000000 Penalty: 3765.479980
	Iteration 74Q: 3 clusters Score -1.391213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94678 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -13912147.000000 Penalty: 3765.479980
	Iteration 75Q: 3 clusters Score -1.391215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94679 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -13912137.000000 Penalty: 3765.479980
	Iteration 76Q: 3 clusters Score -1.391214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94680 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -13912137.000000 Penalty: 3765.479980
	Iteration 77Q: 3 clusters Score -1.391214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94682 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -13912135.000000 Penalty: 3765.479980
	Iteration 78Q: 3 clusters Score -1.391214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94683 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -13912131.000000 Penalty: 3765.479980
	Iteration 79Q: 3 clusters Score -1.391213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94684 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -13912127.000000 Penalty: 3765.479980
	Iteration 80F: 3 clusters Score -1.391213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 12907 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 5 contains 94684 members 
Mstep: Class 8 contains 556 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 126011 members 
Mstep: Class 11 contains 17673 members 
Mstep: Class 12 contains 1017 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 548 members 
Mstep: Class 17 contains 9802 members 
Mstep: Class 20 contains 2255 members 
Mstep: Class 22 contains 126441 members 
Mstep: Class 23 contains 15684 members 
Mstep: Class 24 contains 538 members 
Entering Unmasked Estep 
Score: -53948172.000000 Penalty: 33678.312500
Splitting cluster 5 changes total score from -53945236.000000 to -53948172.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 8 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -54451.757812 Penalty: 1027.124878
	Iteration 0F: 2 clusters Score -54451.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53354.089844 Penalty: 2054.249756
	Iteration 0F: 3 clusters Score -53354.09 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53554.160156 Penalty: 2054.249756
	Iteration 1F: 3 clusters Score -53554.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -53612.507812 Penalty: 2054.249756
	Iteration 2F: 3 clusters Score -53612.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53630.628906 Penalty: 2054.249756
	Iteration 3Q: 3 clusters Score -53630.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -53640.566406 Penalty: 2054.249756
	Iteration 4Q: 3 clusters Score -53640.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53649.441406 Penalty: 2054.249756
	Iteration 5Q: 3 clusters Score -53649.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53651.218750 Penalty: 2054.249756
	Iteration 6Q: 3 clusters Score -53651.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53651.218750 Penalty: 2054.249756
	Iteration 7F: 3 clusters Score -53651.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -108614.132812 Penalty: 1093.012939
	Iteration 0F: 2 clusters Score -108614.1 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 421 members 
Entering Unmasked Estep 
Score: -107294.968750 Penalty: 2186.025879
	Iteration 0F: 3 clusters Score -107295 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -107487.570312 Penalty: 2186.025879
	Iteration 1F: 3 clusters Score -107487.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -107576.500000 Penalty: 2186.025879
	Iteration 2F: 3 clusters Score -107576.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -107640.093750 Penalty: 2186.025879
	Iteration 3F: 3 clusters Score -107640.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -107692.406250 Penalty: 2186.025879
	Iteration 4Q: 3 clusters Score -107692.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -107728.453125 Penalty: 2186.025879
	Iteration 5Q: 3 clusters Score -107728.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -107770.343750 Penalty: 2186.025879
	Iteration 6Q: 3 clusters Score -107770.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -107795.757812 Penalty: 2186.025879
	Iteration 7Q: 3 clusters Score -107795.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -107816.664062 Penalty: 2186.025879
	Iteration 8Q: 3 clusters Score -107816.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -107844.445312 Penalty: 2186.025879
	Iteration 9Q: 3 clusters Score -107844.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -107865.703125 Penalty: 2186.025879
	Iteration 10Q: 3 clusters Score -107865.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -107883.476562 Penalty: 2186.025879
	Iteration 11Q: 3 clusters Score -107883.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -107895.226562 Penalty: 2186.025879
	Iteration 12Q: 3 clusters Score -107895.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -107899.812500 Penalty: 2186.025879
	Iteration 13Q: 3 clusters Score -107899.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -107900.750000 Penalty: 2186.025879
	Iteration 14Q: 3 clusters Score -107900.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -107900.750000 Penalty: 2186.025879
	Iteration 15F: 3 clusters Score -107900.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (126011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126011 members 
Entering Unmasked Estep 
Score: -16409723.000000 Penalty: 1908.420166
	Iteration 0F: 2 clusters Score -1.640972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63196 members 
Mstep: Class 2 contains 62815 members 
Entering Unmasked Estep 
Score: -16353544.000000 Penalty: 3816.840332
	Iteration 0F: 3 clusters Score -1.635354e+07 nChanged 60637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64283 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -16389467.000000 Penalty: 3816.840332
	Iteration 1F: 3 clusters Score -1.638947e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64226 members 
Mstep: Class 2 contains 61785 members 
Entering Unmasked Estep 
Score: -16390756.000000 Penalty: 3816.840332
	Iteration 2Q: 3 clusters Score -1.639076e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -16392027.000000 Penalty: 3816.840332
	Iteration 3Q: 3 clusters Score -1.639203e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62880 members 
Mstep: Class 2 contains 63131 members 
Entering Unmasked Estep 
Score: -16393774.000000 Penalty: 3816.840332
	Iteration 4Q: 3 clusters Score -1.639377e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61186 members 
Mstep: Class 2 contains 64825 members 
Entering Unmasked Estep 
Score: -16395808.000000 Penalty: 3816.840332
	Iteration 5Q: 3 clusters Score -1.639581e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58635 members 
Mstep: Class 2 contains 67376 members 
Entering Unmasked Estep 
Score: -16398026.000000 Penalty: 3816.840332
	Iteration 6F: 3 clusters Score -1.639803e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 70733 members 
Entering Unmasked Estep 
Score: -16400369.000000 Penalty: 3816.840332
	Iteration 7F: 3 clusters Score -1.640037e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 74646 members 
Entering Unmasked Estep 
Score: -16402348.000000 Penalty: 3816.840332
	Iteration 8F: 3 clusters Score -1.640235e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 78519 members 
Entering Unmasked Estep 
Score: -16404320.000000 Penalty: 3816.840332
	Iteration 9F: 3 clusters Score -1.640432e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 82003 members 
Entering Unmasked Estep 
Score: -16406046.000000 Penalty: 3816.840332
	Iteration 10F: 3 clusters Score -1.640605e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 84708 members 
Entering Unmasked Estep 
Score: -16407314.000000 Penalty: 3816.840332
	Iteration 11Q: 3 clusters Score -1.640731e+07 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 86461 members 
Entering Unmasked Estep 
Score: -16408509.000000 Penalty: 3816.840332
	Iteration 12Q: 3 clusters Score -1.640851e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 87363 members 
Entering Unmasked Estep 
Score: -16409182.000000 Penalty: 3816.840332
	Iteration 13Q: 3 clusters Score -1.640918e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 87450 members 
Entering Unmasked Estep 
Score: -16409674.000000 Penalty: 3816.840332
	Iteration 14Q: 3 clusters Score -1.640967e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 86889 members 
Entering Unmasked Estep 
Score: -16410269.000000 Penalty: 3816.840332
	Iteration 15Q: 3 clusters Score -1.641027e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 85851 members 
Entering Unmasked Estep 
Score: -16410793.000000 Penalty: 3816.840332
	Iteration 16Q: 3 clusters Score -1.641079e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 84563 members 
Entering Unmasked Estep 
Score: -16411280.000000 Penalty: 3816.840332
	Iteration 17Q: 3 clusters Score -1.641128e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 83082 members 
Entering Unmasked Estep 
Score: -16411693.000000 Penalty: 3816.840332
	Iteration 18Q: 3 clusters Score -1.641169e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 81567 members 
Entering Unmasked Estep 
Score: -16412281.000000 Penalty: 3816.840332
	Iteration 19Q: 3 clusters Score -1.641228e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 79945 members 
Entering Unmasked Estep 
Score: -16413059.000000 Penalty: 3816.840332
	Iteration 20F: 3 clusters Score -1.641306e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 78188 members 
Entering Unmasked Estep 
Score: -16413819.000000 Penalty: 3816.840332
	Iteration 21Q: 3 clusters Score -1.641382e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 76369 members 
Entering Unmasked Estep 
Score: -16414895.000000 Penalty: 3816.840332
	Iteration 22Q: 3 clusters Score -1.64149e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 74527 members 
Entering Unmasked Estep 
Score: -16415634.000000 Penalty: 3816.840332
	Iteration 23Q: 3 clusters Score -1.641563e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 72813 members 
Entering Unmasked Estep 
Score: -16416480.000000 Penalty: 3816.840332
	Iteration 24Q: 3 clusters Score -1.641648e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 71334 members 
Entering Unmasked Estep 
Score: -16417246.000000 Penalty: 3816.840332
	Iteration 25Q: 3 clusters Score -1.641725e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 70140 members 
Entering Unmasked Estep 
Score: -16417781.000000 Penalty: 3816.840332
	Iteration 26Q: 3 clusters Score -1.641778e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 69197 members 
Entering Unmasked Estep 
Score: -16418435.000000 Penalty: 3816.840332
	Iteration 27Q: 3 clusters Score -1.641844e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 68384 members 
Entering Unmasked Estep 
Score: -16419021.000000 Penalty: 3816.840332
	Iteration 28Q: 3 clusters Score -1.641902e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58393 members 
Mstep: Class 2 contains 67618 members 
Entering Unmasked Estep 
Score: -16419603.000000 Penalty: 3816.840332
	Iteration 29Q: 3 clusters Score -1.64196e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59104 members 
Mstep: Class 2 contains 66907 members 
Entering Unmasked Estep 
Score: -16420226.000000 Penalty: 3816.840332
	Iteration 30Q: 3 clusters Score -1.642023e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59764 members 
Mstep: Class 2 contains 66247 members 
Entering Unmasked Estep 
Score: -16420810.000000 Penalty: 3816.840332
	Iteration 31Q: 3 clusters Score -1.642081e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 65558 members 
Entering Unmasked Estep 
Score: -16421304.000000 Penalty: 3816.840332
	Iteration 32Q: 3 clusters Score -1.64213e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61120 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -16421808.000000 Penalty: 3816.840332
	Iteration 33Q: 3 clusters Score -1.642181e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61661 members 
Mstep: Class 2 contains 64350 members 
Entering Unmasked Estep 
Score: -16422193.000000 Penalty: 3816.840332
	Iteration 34Q: 3 clusters Score -1.642219e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 63934 members 
Entering Unmasked Estep 
Score: -16422486.000000 Penalty: 3816.840332
	Iteration 35Q: 3 clusters Score -1.642249e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62376 members 
Mstep: Class 2 contains 63635 members 
Entering Unmasked Estep 
Score: -16422780.000000 Penalty: 3816.840332
	Iteration 36Q: 3 clusters Score -1.642278e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 63438 members 
Entering Unmasked Estep 
Score: -16422957.000000 Penalty: 3816.840332
	Iteration 37Q: 3 clusters Score -1.642296e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -16423170.000000 Penalty: 3816.840332
	Iteration 38Q: 3 clusters Score -1.642317e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 63296 members 
Entering Unmasked Estep 
Score: -16423358.000000 Penalty: 3816.840332
	Iteration 39Q: 3 clusters Score -1.642336e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62584 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -16423447.000000 Penalty: 3816.840332
	Iteration 40F: 3 clusters Score -1.642345e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62406 members 
Mstep: Class 2 contains 63605 members 
Entering Unmasked Estep 
Score: -16423550.000000 Penalty: 3816.840332
	Iteration 41Q: 3 clusters Score -1.642355e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62098 members 
Mstep: Class 2 contains 63913 members 
Entering Unmasked Estep 
Score: -16423624.000000 Penalty: 3816.840332
	Iteration 42Q: 3 clusters Score -1.642362e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 64293 members 
Entering Unmasked Estep 
Score: -16423728.000000 Penalty: 3816.840332
	Iteration 43Q: 3 clusters Score -1.642373e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61292 members 
Mstep: Class 2 contains 64719 members 
Entering Unmasked Estep 
Score: -16423787.000000 Penalty: 3816.840332
	Iteration 44Q: 3 clusters Score -1.642379e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60796 members 
Mstep: Class 2 contains 65215 members 
Entering Unmasked Estep 
Score: -16423769.000000 Penalty: 3816.840332
	Iteration 45Q: 3 clusters Score -1.642377e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 65807 members 
Entering Unmasked Estep 
Score: -16423705.000000 Penalty: 3816.840332
	Iteration 46Q: 3 clusters Score -1.64237e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 66420 members 
Entering Unmasked Estep 
Score: -16423587.000000 Penalty: 3816.840332
	Iteration 47Q: 3 clusters Score -1.642359e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 67071 members 
Entering Unmasked Estep 
Score: -16423489.000000 Penalty: 3816.840332
	Iteration 48Q: 3 clusters Score -1.642349e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58284 members 
Mstep: Class 2 contains 67727 members 
Entering Unmasked Estep 
Score: -16423307.000000 Penalty: 3816.840332
	Iteration 49Q: 3 clusters Score -1.642331e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 68322 members 
Entering Unmasked Estep 
Score: -16423142.000000 Penalty: 3816.840332
	Iteration 50Q: 3 clusters Score -1.642314e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 68854 members 
Entering Unmasked Estep 
Score: -16423003.000000 Penalty: 3816.840332
	Iteration 51Q: 3 clusters Score -1.6423e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 69353 members 
Entering Unmasked Estep 
Score: -16422734.000000 Penalty: 3816.840332
	Iteration 52Q: 3 clusters Score -1.642273e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 69724 members 
Entering Unmasked Estep 
Score: -16422571.000000 Penalty: 3816.840332
	Iteration 53Q: 3 clusters Score -1.642257e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55993 members 
Mstep: Class 2 contains 70018 members 
Entering Unmasked Estep 
Score: -16422451.000000 Penalty: 3816.840332
	Iteration 54Q: 3 clusters Score -1.642245e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 70215 members 
Entering Unmasked Estep 
Score: -16422317.000000 Penalty: 3816.840332
	Iteration 55Q: 3 clusters Score -1.642232e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 70325 members 
Entering Unmasked Estep 
Score: -16422226.000000 Penalty: 3816.840332
	Iteration 56Q: 3 clusters Score -1.642223e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55663 members 
Mstep: Class 2 contains 70348 members 
Entering Unmasked Estep 
Score: -16422153.000000 Penalty: 3816.840332
	Iteration 57Q: 3 clusters Score -1.642215e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55702 members 
Mstep: Class 2 contains 70309 members 
Entering Unmasked Estep 
Score: -16422111.000000 Penalty: 3816.840332
	Iteration 58Q: 3 clusters Score -1.642211e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 70258 members 
Entering Unmasked Estep 
Score: -16422097.000000 Penalty: 3816.840332
	Iteration 59Q: 3 clusters Score -1.64221e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 70196 members 
Entering Unmasked Estep 
Score: -16422086.000000 Penalty: 3816.840332
	Iteration 60F: 3 clusters Score -1.642209e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 70117 members 
Entering Unmasked Estep 
Score: -16422082.000000 Penalty: 3816.840332
	Iteration 61Q: 3 clusters Score -1.642208e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 70023 members 
Entering Unmasked Estep 
Score: -16422079.000000 Penalty: 3816.840332
	Iteration 62Q: 3 clusters Score -1.642208e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 69900 members 
Entering Unmasked Estep 
Score: -16422072.000000 Penalty: 3816.840332
	Iteration 63Q: 3 clusters Score -1.642207e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56246 members 
Mstep: Class 2 contains 69765 members 
Entering Unmasked Estep 
Score: -16422088.000000 Penalty: 3816.840332
	Iteration 64Q: 3 clusters Score -1.642209e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 69641 members 
Entering Unmasked Estep 
Score: -16422105.000000 Penalty: 3816.840332
	Iteration 65Q: 3 clusters Score -1.64221e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56476 members 
Mstep: Class 2 contains 69535 members 
Entering Unmasked Estep 
Score: -16422139.000000 Penalty: 3816.840332
	Iteration 66Q: 3 clusters Score -1.642214e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 69431 members 
Entering Unmasked Estep 
Score: -16422147.000000 Penalty: 3816.840332
	Iteration 67Q: 3 clusters Score -1.642215e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 69321 members 
Entering Unmasked Estep 
Score: -16422166.000000 Penalty: 3816.840332
	Iteration 68Q: 3 clusters Score -1.642217e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56779 members 
Mstep: Class 2 contains 69232 members 
Entering Unmasked Estep 
Score: -16422203.000000 Penalty: 3816.840332
	Iteration 69Q: 3 clusters Score -1.64222e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56857 members 
Mstep: Class 2 contains 69154 members 
Entering Unmasked Estep 
Score: -16422220.000000 Penalty: 3816.840332
	Iteration 70Q: 3 clusters Score -1.642222e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 69085 members 
Entering Unmasked Estep 
Score: -16422243.000000 Penalty: 3816.840332
	Iteration 71Q: 3 clusters Score -1.642224e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56980 members 
Mstep: Class 2 contains 69031 members 
Entering Unmasked Estep 
Score: -16422253.000000 Penalty: 3816.840332
	Iteration 72Q: 3 clusters Score -1.642225e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57057 members 
Mstep: Class 2 contains 68954 members 
Entering Unmasked Estep 
Score: -16422288.000000 Penalty: 3816.840332
	Iteration 73Q: 3 clusters Score -1.642229e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57124 members 
Mstep: Class 2 contains 68887 members 
Entering Unmasked Estep 
Score: -16422320.000000 Penalty: 3816.840332
	Iteration 74Q: 3 clusters Score -1.642232e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57184 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
Score: -16422364.000000 Penalty: 3816.840332
	Iteration 75Q: 3 clusters Score -1.642236e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57241 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -16422346.000000 Penalty: 3816.840332
	Iteration 76Q: 3 clusters Score -1.642235e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57311 members 
Mstep: Class 2 contains 68700 members 
Entering Unmasked Estep 
Score: -16422370.000000 Penalty: 3816.840332
	Iteration 77Q: 3 clusters Score -1.642237e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57380 members 
Mstep: Class 2 contains 68631 members 
Entering Unmasked Estep 
Score: -16422415.000000 Penalty: 3816.840332
	Iteration 78Q: 3 clusters Score -1.642242e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57459 members 
Mstep: Class 2 contains 68552 members 
Entering Unmasked Estep 
Score: -16422438.000000 Penalty: 3816.840332
	Iteration 79Q: 3 clusters Score -1.642244e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 68446 members 
Entering Unmasked Estep 
Score: -16422464.000000 Penalty: 3816.840332
	Iteration 80F: 3 clusters Score -1.642246e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57671 members 
Mstep: Class 2 contains 68340 members 
Entering Unmasked Estep 
Score: -16422488.000000 Penalty: 3816.840332
	Iteration 81Q: 3 clusters Score -1.642249e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 68227 members 
Entering Unmasked Estep 
Score: -16422517.000000 Penalty: 3816.840332
	Iteration 82Q: 3 clusters Score -1.642252e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 68112 members 
Entering Unmasked Estep 
Score: -16422594.000000 Penalty: 3816.840332
	Iteration 83Q: 3 clusters Score -1.642259e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 67994 members 
Entering Unmasked Estep 
Score: -16422635.000000 Penalty: 3816.840332
	Iteration 84Q: 3 clusters Score -1.642264e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 67901 members 
Entering Unmasked Estep 
Score: -16422674.000000 Penalty: 3816.840332
	Iteration 85Q: 3 clusters Score -1.642267e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58205 members 
Mstep: Class 2 contains 67806 members 
Entering Unmasked Estep 
Score: -16422731.000000 Penalty: 3816.840332
	Iteration 86Q: 3 clusters Score -1.642273e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58300 members 
Mstep: Class 2 contains 67711 members 
Entering Unmasked Estep 
Score: -16422785.000000 Penalty: 3816.840332
	Iteration 87Q: 3 clusters Score -1.642278e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 67608 members 
Entering Unmasked Estep 
Score: -16422864.000000 Penalty: 3816.840332
	Iteration 88Q: 3 clusters Score -1.642286e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 67508 members 
Entering Unmasked Estep 
Score: -16422883.000000 Penalty: 3816.840332
	Iteration 89Q: 3 clusters Score -1.642288e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58596 members 
Mstep: Class 2 contains 67415 members 
Entering Unmasked Estep 
Score: -16422969.000000 Penalty: 3816.840332
	Iteration 90Q: 3 clusters Score -1.642297e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58678 members 
Mstep: Class 2 contains 67333 members 
Entering Unmasked Estep 
Score: -16423029.000000 Penalty: 3816.840332
	Iteration 91Q: 3 clusters Score -1.642303e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 67253 members 
Entering Unmasked Estep 
Score: -16423096.000000 Penalty: 3816.840332
	Iteration 92Q: 3 clusters Score -1.64231e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58804 members 
Mstep: Class 2 contains 67207 members 
Entering Unmasked Estep 
Score: -16423121.000000 Penalty: 3816.840332
	Iteration 93Q: 3 clusters Score -1.642312e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 67181 members 
Entering Unmasked Estep 
Score: -16423102.000000 Penalty: 3816.840332
	Iteration 94Q: 3 clusters Score -1.64231e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 67185 members 
Entering Unmasked Estep 
Score: -16423111.000000 Penalty: 3816.840332
	Iteration 95Q: 3 clusters Score -1.642311e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 67190 members 
Entering Unmasked Estep 
Score: -16423152.000000 Penalty: 3816.840332
	Iteration 96Q: 3 clusters Score -1.642315e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 67212 members 
Entering Unmasked Estep 
Score: -16423121.000000 Penalty: 3816.840332
	Iteration 97Q: 3 clusters Score -1.642312e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58764 members 
Mstep: Class 2 contains 67247 members 
Entering Unmasked Estep 
Score: -16423163.000000 Penalty: 3816.840332
	Iteration 98Q: 3 clusters Score -1.642316e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 67299 members 
Entering Unmasked Estep 
Score: -16423146.000000 Penalty: 3816.840332
	Iteration 99Q: 3 clusters Score -1.642315e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 67357 members 
Entering Unmasked Estep 
Score: -16423160.000000 Penalty: 3816.840332
	Iteration 100F: 3 clusters Score -1.642316e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 67411 members 
Entering Unmasked Estep 
Score: -16423168.000000 Penalty: 3816.840332
	Iteration 101Q: 3 clusters Score -1.642317e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58515 members 
Mstep: Class 2 contains 67496 members 
Entering Unmasked Estep 
Score: -16423165.000000 Penalty: 3816.840332
	Iteration 102Q: 3 clusters Score -1.642316e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 67583 members 
Entering Unmasked Estep 
Score: -16423143.000000 Penalty: 3816.840332
	Iteration 103Q: 3 clusters Score -1.642314e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58367 members 
Mstep: Class 2 contains 67644 members 
Entering Unmasked Estep 
Score: -16423154.000000 Penalty: 3816.840332
	Iteration 104Q: 3 clusters Score -1.642315e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 67695 members 
Entering Unmasked Estep 
Score: -16423125.000000 Penalty: 3816.840332
	Iteration 105Q: 3 clusters Score -1.642312e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 67753 members 
Entering Unmasked Estep 
Score: -16423138.000000 Penalty: 3816.840332
	Iteration 106Q: 3 clusters Score -1.642314e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58220 members 
Mstep: Class 2 contains 67791 members 
Entering Unmasked Estep 
Score: -16423142.000000 Penalty: 3816.840332
	Iteration 107Q: 3 clusters Score -1.642314e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58174 members 
Mstep: Class 2 contains 67837 members 
Entering Unmasked Estep 
Score: -16423112.000000 Penalty: 3816.840332
	Iteration 108Q: 3 clusters Score -1.642311e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 67894 members 
Entering Unmasked Estep 
Score: -16423134.000000 Penalty: 3816.840332
	Iteration 109Q: 3 clusters Score -1.642313e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 67941 members 
Entering Unmasked Estep 
Score: -16423083.000000 Penalty: 3816.840332
	Iteration 110Q: 3 clusters Score -1.642308e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 67990 members 
Entering Unmasked Estep 
Score: -16423069.000000 Penalty: 3816.840332
	Iteration 111Q: 3 clusters Score -1.642307e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 68034 members 
Entering Unmasked Estep 
Score: -16423042.000000 Penalty: 3816.840332
	Iteration 112Q: 3 clusters Score -1.642304e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57933 members 
Mstep: Class 2 contains 68078 members 
Entering Unmasked Estep 
Score: -16423050.000000 Penalty: 3816.840332
	Iteration 113Q: 3 clusters Score -1.642305e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57891 members 
Mstep: Class 2 contains 68120 members 
Entering Unmasked Estep 
Score: -16423034.000000 Penalty: 3816.840332
	Iteration 114Q: 3 clusters Score -1.642303e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 68146 members 
Entering Unmasked Estep 
Score: -16423011.000000 Penalty: 3816.840332
	Iteration 115Q: 3 clusters Score -1.642301e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 68178 members 
Entering Unmasked Estep 
Score: -16422988.000000 Penalty: 3816.840332
	Iteration 116Q: 3 clusters Score -1.642299e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 68199 members 
Entering Unmasked Estep 
Score: -16422998.000000 Penalty: 3816.840332
	Iteration 117Q: 3 clusters Score -1.6423e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57797 members 
Mstep: Class 2 contains 68214 members 
Entering Unmasked Estep 
Score: -16422983.000000 Penalty: 3816.840332
	Iteration 118Q: 3 clusters Score -1.642298e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57790 members 
Mstep: Class 2 contains 68221 members 
Entering Unmasked Estep 
Score: -16422969.000000 Penalty: 3816.840332
	Iteration 119Q: 3 clusters Score -1.642297e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57792 members 
Mstep: Class 2 contains 68219 members 
Entering Unmasked Estep 
Score: -16422961.000000 Penalty: 3816.840332
	Iteration 120F: 3 clusters Score -1.642296e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57790 members 
Mstep: Class 2 contains 68221 members 
Entering Unmasked Estep 
Score: -16422956.000000 Penalty: 3816.840332
	Iteration 121Q: 3 clusters Score -1.642296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57784 members 
Mstep: Class 2 contains 68227 members 
Entering Unmasked Estep 
Score: -16422959.000000 Penalty: 3816.840332
	Iteration 122Q: 3 clusters Score -1.642296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57780 members 
Mstep: Class 2 contains 68231 members 
Entering Unmasked Estep 
Score: -16422950.000000 Penalty: 3816.840332
	Iteration 123Q: 3 clusters Score -1.642295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 68237 members 
Entering Unmasked Estep 
Score: -16422934.000000 Penalty: 3816.840332
	Iteration 124Q: 3 clusters Score -1.642293e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57770 members 
Mstep: Class 2 contains 68241 members 
Entering Unmasked Estep 
Score: -16422925.000000 Penalty: 3816.840332
	Iteration 125Q: 3 clusters Score -1.642292e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -16422916.000000 Penalty: 3816.840332
	Iteration 126Q: 3 clusters Score -1.642292e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 68245 members 
Entering Unmasked Estep 
Score: -16422936.000000 Penalty: 3816.840332
	Iteration 127Q: 3 clusters Score -1.642294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 68247 members 
Entering Unmasked Estep 
Score: -16422934.000000 Penalty: 3816.840332
	Iteration 128Q: 3 clusters Score -1.642293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57759 members 
Mstep: Class 2 contains 68252 members 
Entering Unmasked Estep 
Score: -16422931.000000 Penalty: 3816.840332
	Iteration 129Q: 3 clusters Score -1.642293e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57757 members 
Mstep: Class 2 contains 68254 members 
Entering Unmasked Estep 
Score: -16422942.000000 Penalty: 3816.840332
	Iteration 130Q: 3 clusters Score -1.642294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57757 members 
Mstep: Class 2 contains 68254 members 
Entering Unmasked Estep 
Score: -16422940.000000 Penalty: 3816.840332
	Iteration 131Q: 3 clusters Score -1.642294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 68259 members 
Entering Unmasked Estep 
Score: -16422936.000000 Penalty: 3816.840332
	Iteration 132Q: 3 clusters Score -1.642294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57750 members 
Mstep: Class 2 contains 68261 members 
Entering Unmasked Estep 
Score: -16422935.000000 Penalty: 3816.840332
	Iteration 133Q: 3 clusters Score -1.642294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57741 members 
Mstep: Class 2 contains 68270 members 
Entering Unmasked Estep 
Score: -16422922.000000 Penalty: 3816.840332
	Iteration 134Q: 3 clusters Score -1.642292e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57734 members 
Mstep: Class 2 contains 68277 members 
Entering Unmasked Estep 
Score: -16422905.000000 Penalty: 3816.840332
	Iteration 135Q: 3 clusters Score -1.64229e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 68278 members 
Entering Unmasked Estep 
Score: -16422919.000000 Penalty: 3816.840332
	Iteration 136Q: 3 clusters Score -1.642292e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57737 members 
Mstep: Class 2 contains 68274 members 
Entering Unmasked Estep 
Score: -16422909.000000 Penalty: 3816.840332
	Iteration 137Q: 3 clusters Score -1.642291e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57738 members 
Mstep: Class 2 contains 68273 members 
Entering Unmasked Estep 
Score: -16422905.000000 Penalty: 3816.840332
	Iteration 138Q: 3 clusters Score -1.64229e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57736 members 
Mstep: Class 2 contains 68275 members 
Entering Unmasked Estep 
Score: -16422903.000000 Penalty: 3816.840332
	Iteration 139Q: 3 clusters Score -1.64229e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57729 members 
Mstep: Class 2 contains 68282 members 
Entering Unmasked Estep 
Score: -16422893.000000 Penalty: 3816.840332
	Iteration 140F: 3 clusters Score -1.642289e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57722 members 
Mstep: Class 2 contains 68289 members 
Entering Unmasked Estep 
Score: -16422901.000000 Penalty: 3816.840332
	Iteration 141Q: 3 clusters Score -1.64229e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57709 members 
Mstep: Class 2 contains 68302 members 
Entering Unmasked Estep 
Score: -16422906.000000 Penalty: 3816.840332
	Iteration 142Q: 3 clusters Score -1.642291e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57696 members 
Mstep: Class 2 contains 68315 members 
Entering Unmasked Estep 
Score: -16422918.000000 Penalty: 3816.840332
	Iteration 143Q: 3 clusters Score -1.642292e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 68326 members 
Entering Unmasked Estep 
Score: -16422908.000000 Penalty: 3816.840332
	Iteration 144Q: 3 clusters Score -1.642291e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57680 members 
Mstep: Class 2 contains 68331 members 
Entering Unmasked Estep 
Score: -16422899.000000 Penalty: 3816.840332
	Iteration 145Q: 3 clusters Score -1.64229e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57670 members 
Mstep: Class 2 contains 68341 members 
Entering Unmasked Estep 
Score: -16422882.000000 Penalty: 3816.840332
	Iteration 146Q: 3 clusters Score -1.642288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 68343 members 
Entering Unmasked Estep 
Score: -16422892.000000 Penalty: 3816.840332
	Iteration 147Q: 3 clusters Score -1.642289e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 68339 members 
Entering Unmasked Estep 
Score: -16422883.000000 Penalty: 3816.840332
	Iteration 148Q: 3 clusters Score -1.642288e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
Score: -16422868.000000 Penalty: 3816.840332
	Iteration 149Q: 3 clusters Score -1.642287e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 68336 members 
Entering Unmasked Estep 
Score: -16422881.000000 Penalty: 3816.840332
	Iteration 150Q: 3 clusters Score -1.642288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57673 members 
Mstep: Class 2 contains 68338 members 
Entering Unmasked Estep 
Score: -16422888.000000 Penalty: 3816.840332
	Iteration 151Q: 3 clusters Score -1.642289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57674 members 
Mstep: Class 2 contains 68337 members 
Entering Unmasked Estep 
Score: -16422885.000000 Penalty: 3816.840332
	Iteration 152Q: 3 clusters Score -1.642288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57665 members 
Mstep: Class 2 contains 68346 members 
Entering Unmasked Estep 
Score: -16422888.000000 Penalty: 3816.840332
	Iteration 153Q: 3 clusters Score -1.642289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 68350 members 
Entering Unmasked Estep 
Score: -16422889.000000 Penalty: 3816.840332
	Iteration 154Q: 3 clusters Score -1.642289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57657 members 
Mstep: Class 2 contains 68354 members 
Entering Unmasked Estep 
Score: -16422881.000000 Penalty: 3816.840332
	Iteration 155Q: 3 clusters Score -1.642288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 68355 members 
Entering Unmasked Estep 
Score: -16422886.000000 Penalty: 3816.840332
	Iteration 156Q: 3 clusters Score -1.642289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 68357 members 
Entering Unmasked Estep 
Score: -16422870.000000 Penalty: 3816.840332
	Iteration 157Q: 3 clusters Score -1.642287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57650 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -16422875.000000 Penalty: 3816.840332
	Iteration 158Q: 3 clusters Score -1.642288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 68365 members 
Entering Unmasked Estep 
Score: -16422862.000000 Penalty: 3816.840332
	Iteration 159Q: 3 clusters Score -1.642286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 68363 members 
Entering Unmasked Estep 
Score: -16422866.000000 Penalty: 3816.840332
	Iteration 160F: 3 clusters Score -1.642287e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -16422867.000000 Penalty: 3816.840332
	Iteration 161Q: 3 clusters Score -1.642287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57657 members 
Mstep: Class 2 contains 68354 members 
Entering Unmasked Estep 
Score: -16422879.000000 Penalty: 3816.840332
	Iteration 162Q: 3 clusters Score -1.642288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57662 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -16422873.000000 Penalty: 3816.840332
	Iteration 163Q: 3 clusters Score -1.642287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57662 members 
Mstep: Class 2 contains 68349 members 
Entering Unmasked Estep 
Score: -16422869.000000 Penalty: 3816.840332
	Iteration 164Q: 3 clusters Score -1.642287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57663 members 
Mstep: Class 2 contains 68348 members 
Entering Unmasked Estep 
Score: -16422874.000000 Penalty: 3816.840332
	Iteration 165Q: 3 clusters Score -1.642287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57666 members 
Mstep: Class 2 contains 68345 members 
Entering Unmasked Estep 
Score: -16422882.000000 Penalty: 3816.840332
	Iteration 166Q: 3 clusters Score -1.642288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 68342 members 
Entering Unmasked Estep 
Score: -16422879.000000 Penalty: 3816.840332
	Iteration 167Q: 3 clusters Score -1.642288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 68339 members 
Entering Unmasked Estep 
Score: -16422879.000000 Penalty: 3816.840332
	Iteration 168Q: 3 clusters Score -1.642288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57674 members 
Mstep: Class 2 contains 68337 members 
Entering Unmasked Estep 
Score: -16422887.000000 Penalty: 3816.840332
	Iteration 169Q: 3 clusters Score -1.642289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 68330 members 
Entering Unmasked Estep 
Score: -16422868.000000 Penalty: 3816.840332
	Iteration 170Q: 3 clusters Score -1.642287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57683 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -16422879.000000 Penalty: 3816.840332
	Iteration 171Q: 3 clusters Score -1.642288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 68327 members 
Entering Unmasked Estep 
Score: -16422874.000000 Penalty: 3816.840332
	Iteration 172Q: 3 clusters Score -1.642287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 68326 members 
Entering Unmasked Estep 
Score: -16422877.000000 Penalty: 3816.840332
	Iteration 173Q: 3 clusters Score -1.642288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57685 members 
Mstep: Class 2 contains 68326 members 
Entering Unmasked Estep 
Score: -16422877.000000 Penalty: 3816.840332
	Iteration 174F: 3 clusters Score -1.642288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 12907 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 4 contains 68326 members 
Mstep: Class 5 contains 94684 members 
Mstep: Class 8 contains 556 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 57685 members 
Mstep: Class 11 contains 17673 members 
Mstep: Class 12 contains 1017 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 548 members 
Mstep: Class 17 contains 9802 members 
Mstep: Class 20 contains 2255 members 
Mstep: Class 22 contains 126441 members 
Mstep: Class 23 contains 15684 members 
Mstep: Class 24 contains 538 members 
Entering Unmasked Estep 
Score: -53961468.000000 Penalty: 35783.207031
Splitting cluster 10 changes total score from -53945236.000000 to -53961468.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 11 (17673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Entering Unmasked Estep 
Score: -2317140.500000 Penalty: 1589.216431
	Iteration 0F: 2 clusters Score -2317140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2305012.750000 Penalty: 3178.432861
	Iteration 0F: 3 clusters Score -2305013 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2309470.000000 Penalty: 3178.432861
	Iteration 1F: 3 clusters Score -2309470 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2309938.500000 Penalty: 3178.432861
	Iteration 2F: 3 clusters Score -2309938 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2310405.750000 Penalty: 3178.432861
	Iteration 3F: 3 clusters Score -2310406 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2310907.750000 Penalty: 3178.432861
	Iteration 4Q: 3 clusters Score -2310908 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2311553.500000 Penalty: 3178.432861
	Iteration 5F: 3 clusters Score -2311554 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2312327.500000 Penalty: 3178.432861
	Iteration 6F: 3 clusters Score -2312328 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2313122.250000 Penalty: 3178.432861
	Iteration 7F: 3 clusters Score -2313122 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -2313656.500000 Penalty: 3178.432861
	Iteration 8F: 3 clusters Score -2313656 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2313916.000000 Penalty: 3178.432861
	Iteration 9Q: 3 clusters Score -2313916 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2314038.750000 Penalty: 3178.432861
	Iteration 10Q: 3 clusters Score -2314039 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2314105.750000 Penalty: 3178.432861
	Iteration 11Q: 3 clusters Score -2314106 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2314169.000000 Penalty: 3178.432861
	Iteration 12Q: 3 clusters Score -2314169 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2314213.500000 Penalty: 3178.432861
	Iteration 13Q: 3 clusters Score -2314214 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2314256.750000 Penalty: 3178.432861
	Iteration 14Q: 3 clusters Score -2314257 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2314300.000000 Penalty: 3178.432861
	Iteration 15Q: 3 clusters Score -2314300 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2314337.750000 Penalty: 3178.432861
	Iteration 16Q: 3 clusters Score -2314338 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2314370.000000 Penalty: 3178.432861
	Iteration 17Q: 3 clusters Score -2314370 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2314401.250000 Penalty: 3178.432861
	Iteration 18Q: 3 clusters Score -2314401 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2314428.000000 Penalty: 3178.432861
	Iteration 19Q: 3 clusters Score -2314428 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2314450.750000 Penalty: 3178.432861
	Iteration 20F: 3 clusters Score -2314451 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2314473.500000 Penalty: 3178.432861
	Iteration 21Q: 3 clusters Score -2314474 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2314490.000000 Penalty: 3178.432861
	Iteration 22Q: 3 clusters Score -2314490 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2314511.250000 Penalty: 3178.432861
	Iteration 23Q: 3 clusters Score -2314511 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2314533.500000 Penalty: 3178.432861
	Iteration 24Q: 3 clusters Score -2314534 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -2314556.750000 Penalty: 3178.432861
	Iteration 25Q: 3 clusters Score -2314557 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2314574.000000 Penalty: 3178.432861
	Iteration 26Q: 3 clusters Score -2314574 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2314587.250000 Penalty: 3178.432861
	Iteration 27Q: 3 clusters Score -2314587 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2314597.750000 Penalty: 3178.432861
	Iteration 28Q: 3 clusters Score -2314598 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2314616.000000 Penalty: 3178.432861
	Iteration 29Q: 3 clusters Score -2314616 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2314624.000000 Penalty: 3178.432861
	Iteration 30Q: 3 clusters Score -2314624 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -2314639.500000 Penalty: 3178.432861
	Iteration 31Q: 3 clusters Score -2314640 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2314653.000000 Penalty: 3178.432861
	Iteration 32Q: 3 clusters Score -2314653 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2314666.000000 Penalty: 3178.432861
	Iteration 33Q: 3 clusters Score -2314666 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2314686.500000 Penalty: 3178.432861
	Iteration 34Q: 3 clusters Score -2314686 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2314703.750000 Penalty: 3178.432861
	Iteration 35Q: 3 clusters Score -2314704 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2314712.500000 Penalty: 3178.432861
	Iteration 36Q: 3 clusters Score -2314712 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2314718.000000 Penalty: 3178.432861
	Iteration 37Q: 3 clusters Score -2314718 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2314726.000000 Penalty: 3178.432861
	Iteration 38Q: 3 clusters Score -2314726 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -2314738.750000 Penalty: 3178.432861
	Iteration 39Q: 3 clusters Score -2314739 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2314744.250000 Penalty: 3178.432861
	Iteration 40F: 3 clusters Score -2314744 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2314755.750000 Penalty: 3178.432861
	Iteration 41Q: 3 clusters Score -2314756 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2314767.500000 Penalty: 3178.432861
	Iteration 42Q: 3 clusters Score -2314768 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2314773.500000 Penalty: 3178.432861
	Iteration 43Q: 3 clusters Score -2314774 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2314789.250000 Penalty: 3178.432861
	Iteration 44Q: 3 clusters Score -2314789 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2314785.250000 Penalty: 3178.432861
	Iteration 45Q: 3 clusters Score -2314785 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2314799.250000 Penalty: 3178.432861
	Iteration 46Q: 3 clusters Score -2314799 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2314800.750000 Penalty: 3178.432861
	Iteration 47Q: 3 clusters Score -2314801 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2314798.000000 Penalty: 3178.432861
	Iteration 48Q: 3 clusters Score -2314798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2314806.000000 Penalty: 3178.432861
	Iteration 49Q: 3 clusters Score -2314806 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2314808.750000 Penalty: 3178.432861
	Iteration 50Q: 3 clusters Score -2314809 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2314811.250000 Penalty: 3178.432861
	Iteration 51Q: 3 clusters Score -2314811 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2314816.000000 Penalty: 3178.432861
	Iteration 52Q: 3 clusters Score -2314816 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2314819.750000 Penalty: 3178.432861
	Iteration 53Q: 3 clusters Score -2314820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2314831.000000 Penalty: 3178.432861
	Iteration 54Q: 3 clusters Score -2314831 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2314830.250000 Penalty: 3178.432861
	Iteration 55Q: 3 clusters Score -2314830 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2314841.750000 Penalty: 3178.432861
	Iteration 56Q: 3 clusters Score -2314842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2314848.000000 Penalty: 3178.432861
	Iteration 57Q: 3 clusters Score -2314848 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2314857.500000 Penalty: 3178.432861
	Iteration 58Q: 3 clusters Score -2314858 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2314867.000000 Penalty: 3178.432861
	Iteration 59Q: 3 clusters Score -2314867 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2314874.000000 Penalty: 3178.432861
	Iteration 60F: 3 clusters Score -2314874 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2314882.000000 Penalty: 3178.432861
	Iteration 61Q: 3 clusters Score -2314882 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2314894.000000 Penalty: 3178.432861
	Iteration 62Q: 3 clusters Score -2314894 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2314899.250000 Penalty: 3178.432861
	Iteration 63Q: 3 clusters Score -2314899 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2314928.000000 Penalty: 3178.432861
	Iteration 64Q: 3 clusters Score -2314928 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2314939.500000 Penalty: 3178.432861
	Iteration 65Q: 3 clusters Score -2314940 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2314962.250000 Penalty: 3178.432861
	Iteration 66Q: 3 clusters Score -2314962 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2314969.500000 Penalty: 3178.432861
	Iteration 67Q: 3 clusters Score -2314970 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2314980.500000 Penalty: 3178.432861
	Iteration 68Q: 3 clusters Score -2314980 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2314990.000000 Penalty: 3178.432861
	Iteration 69Q: 3 clusters Score -2314990 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2314996.250000 Penalty: 3178.432861
	Iteration 70Q: 3 clusters Score -2314996 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2315015.000000 Penalty: 3178.432861
	Iteration 71Q: 3 clusters Score -2315015 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2315028.250000 Penalty: 3178.432861
	Iteration 72Q: 3 clusters Score -2315028 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2315041.000000 Penalty: 3178.432861
	Iteration 73Q: 3 clusters Score -2315041 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2315054.750000 Penalty: 3178.432861
	Iteration 74Q: 3 clusters Score -2315055 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2315061.750000 Penalty: 3178.432861
	Iteration 75Q: 3 clusters Score -2315062 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2315081.500000 Penalty: 3178.432861
	Iteration 76Q: 3 clusters Score -2315082 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -2315101.250000 Penalty: 3178.432861
	Iteration 77Q: 3 clusters Score -2315101 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2315120.000000 Penalty: 3178.432861
	Iteration 78Q: 3 clusters Score -2315120 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2315135.250000 Penalty: 3178.432861
	Iteration 79Q: 3 clusters Score -2315135 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2315161.500000 Penalty: 3178.432861
	Iteration 80F: 3 clusters Score -2315162 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2315180.500000 Penalty: 3178.432861
	Iteration 81Q: 3 clusters Score -2315180 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2315198.250000 Penalty: 3178.432861
	Iteration 82Q: 3 clusters Score -2315198 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2315207.500000 Penalty: 3178.432861
	Iteration 83Q: 3 clusters Score -2315208 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2315220.500000 Penalty: 3178.432861
	Iteration 84Q: 3 clusters Score -2315220 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -2315239.000000 Penalty: 3178.432861
	Iteration 85Q: 3 clusters Score -2315239 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2315253.250000 Penalty: 3178.432861
	Iteration 86Q: 3 clusters Score -2315253 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2315274.500000 Penalty: 3178.432861
	Iteration 87Q: 3 clusters Score -2315274 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2315302.250000 Penalty: 3178.432861
	Iteration 88Q: 3 clusters Score -2315302 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2315320.250000 Penalty: 3178.432861
	Iteration 89Q: 3 clusters Score -2315320 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2315342.000000 Penalty: 3178.432861
	Iteration 90Q: 3 clusters Score -2315342 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2315366.250000 Penalty: 3178.432861
	Iteration 91Q: 3 clusters Score -2315366 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2315380.000000 Penalty: 3178.432861
	Iteration 92Q: 3 clusters Score -2315380 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2315405.750000 Penalty: 3178.432861
	Iteration 93Q: 3 clusters Score -2315406 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2315427.750000 Penalty: 3178.432861
	Iteration 94Q: 3 clusters Score -2315428 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2315442.250000 Penalty: 3178.432861
	Iteration 95Q: 3 clusters Score -2315442 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2315453.750000 Penalty: 3178.432861
	Iteration 96Q: 3 clusters Score -2315454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2315459.250000 Penalty: 3178.432861
	Iteration 97Q: 3 clusters Score -2315459 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2315472.500000 Penalty: 3178.432861
	Iteration 98Q: 3 clusters Score -2315472 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2315483.250000 Penalty: 3178.432861
	Iteration 99Q: 3 clusters Score -2315483 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2315487.250000 Penalty: 3178.432861
	Iteration 100F: 3 clusters Score -2315487 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2315497.000000 Penalty: 3178.432861
	Iteration 101Q: 3 clusters Score -2315497 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2315511.500000 Penalty: 3178.432861
	Iteration 102Q: 3 clusters Score -2315512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2315515.250000 Penalty: 3178.432861
	Iteration 103Q: 3 clusters Score -2315515 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2315520.500000 Penalty: 3178.432861
	Iteration 104Q: 3 clusters Score -2315520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2315527.750000 Penalty: 3178.432861
	Iteration 105Q: 3 clusters Score -2315528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2315530.000000 Penalty: 3178.432861
	Iteration 106Q: 3 clusters Score -2315530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2315535.500000 Penalty: 3178.432861
	Iteration 107Q: 3 clusters Score -2315536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2315546.750000 Penalty: 3178.432861
	Iteration 108Q: 3 clusters Score -2315547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2315554.750000 Penalty: 3178.432861
	Iteration 109Q: 3 clusters Score -2315555 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2315562.750000 Penalty: 3178.432861
	Iteration 110Q: 3 clusters Score -2315563 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2315566.500000 Penalty: 3178.432861
	Iteration 111Q: 3 clusters Score -2315566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2315574.000000 Penalty: 3178.432861
	Iteration 112Q: 3 clusters Score -2315574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2315577.500000 Penalty: 3178.432861
	Iteration 113Q: 3 clusters Score -2315578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2315583.500000 Penalty: 3178.432861
	Iteration 114Q: 3 clusters Score -2315584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2315595.250000 Penalty: 3178.432861
	Iteration 115Q: 3 clusters Score -2315595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2315598.750000 Penalty: 3178.432861
	Iteration 116Q: 3 clusters Score -2315599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2315603.500000 Penalty: 3178.432861
	Iteration 117Q: 3 clusters Score -2315604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2315615.500000 Penalty: 3178.432861
	Iteration 118Q: 3 clusters Score -2315616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2315623.250000 Penalty: 3178.432861
	Iteration 119Q: 3 clusters Score -2315623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2315630.000000 Penalty: 3178.432861
	Iteration 120F: 3 clusters Score -2315630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2315634.500000 Penalty: 3178.432861
	Iteration 121Q: 3 clusters Score -2315634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2315644.750000 Penalty: 3178.432861
	Iteration 122Q: 3 clusters Score -2315645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2315649.750000 Penalty: 3178.432861
	Iteration 123Q: 3 clusters Score -2315650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2315661.000000 Penalty: 3178.432861
	Iteration 124Q: 3 clusters Score -2315661 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2315668.000000 Penalty: 3178.432861
	Iteration 125Q: 3 clusters Score -2315668 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2315677.000000 Penalty: 3178.432861
	Iteration 126Q: 3 clusters Score -2315677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2315680.000000 Penalty: 3178.432861
	Iteration 127Q: 3 clusters Score -2315680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2315681.250000 Penalty: 3178.432861
	Iteration 128Q: 3 clusters Score -2315681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2315681.500000 Penalty: 3178.432861
	Iteration 129Q: 3 clusters Score -2315682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2315685.750000 Penalty: 3178.432861
	Iteration 130Q: 3 clusters Score -2315686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2315681.000000 Penalty: 3178.432861
	Iteration 131Q: 3 clusters Score -2315681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2315686.750000 Penalty: 3178.432861
	Iteration 132Q: 3 clusters Score -2315687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2315690.250000 Penalty: 3178.432861
	Iteration 133Q: 3 clusters Score -2315690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2315694.000000 Penalty: 3178.432861
	Iteration 134Q: 3 clusters Score -2315694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2315699.250000 Penalty: 3178.432861
	Iteration 135Q: 3 clusters Score -2315699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2315701.000000 Penalty: 3178.432861
	Iteration 136Q: 3 clusters Score -2315701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2315703.500000 Penalty: 3178.432861
	Iteration 137Q: 3 clusters Score -2315704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2315702.500000 Penalty: 3178.432861
	Iteration 138Q: 3 clusters Score -2315702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2315715.500000 Penalty: 3178.432861
	Iteration 139Q: 3 clusters Score -2315716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2315721.000000 Penalty: 3178.432861
	Iteration 140F: 3 clusters Score -2315721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2315725.250000 Penalty: 3178.432861
	Iteration 141Q: 3 clusters Score -2315725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2315728.000000 Penalty: 3178.432861
	Iteration 142Q: 3 clusters Score -2315728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2315730.250000 Penalty: 3178.432861
	Iteration 143Q: 3 clusters Score -2315730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2315734.250000 Penalty: 3178.432861
	Iteration 144Q: 3 clusters Score -2315734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2315737.500000 Penalty: 3178.432861
	Iteration 145Q: 3 clusters Score -2315738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2315742.000000 Penalty: 3178.432861
	Iteration 146Q: 3 clusters Score -2315742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2315745.250000 Penalty: 3178.432861
	Iteration 147Q: 3 clusters Score -2315745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2315750.750000 Penalty: 3178.432861
	Iteration 148Q: 3 clusters Score -2315751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2315757.250000 Penalty: 3178.432861
	Iteration 149Q: 3 clusters Score -2315757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2315765.250000 Penalty: 3178.432861
	Iteration 150Q: 3 clusters Score -2315765 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2315770.000000 Penalty: 3178.432861
	Iteration 151Q: 3 clusters Score -2315770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2315774.000000 Penalty: 3178.432861
	Iteration 152Q: 3 clusters Score -2315774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2315786.250000 Penalty: 3178.432861
	Iteration 153Q: 3 clusters Score -2315786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2315787.250000 Penalty: 3178.432861
	Iteration 154Q: 3 clusters Score -2315787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2315793.500000 Penalty: 3178.432861
	Iteration 155Q: 3 clusters Score -2315794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2315800.500000 Penalty: 3178.432861
	Iteration 156Q: 3 clusters Score -2315800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2315797.000000 Penalty: 3178.432861
	Iteration 157Q: 3 clusters Score -2315797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2315798.000000 Penalty: 3178.432861
	Iteration 158Q: 3 clusters Score -2315798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2315797.500000 Penalty: 3178.432861
	Iteration 159Q: 3 clusters Score -2315798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2315797.000000 Penalty: 3178.432861
	Iteration 160F: 3 clusters Score -2315797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2315799.250000 Penalty: 3178.432861
	Iteration 161Q: 3 clusters Score -2315799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2315799.750000 Penalty: 3178.432861
	Iteration 162Q: 3 clusters Score -2315800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2315798.750000 Penalty: 3178.432861
	Iteration 163Q: 3 clusters Score -2315799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2315798.750000 Penalty: 3178.432861
	Iteration 164F: 3 clusters Score -2315799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Entering Unmasked Estep 
Score: -128842.875000 Penalty: 1125.249512
	Iteration 0F: 2 clusters Score -128842.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -127360.562500 Penalty: 2250.499023
	Iteration 0F: 3 clusters Score -127360.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -127706.773438 Penalty: 2250.499023
	Iteration 1F: 3 clusters Score -127706.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -127876.117188 Penalty: 2250.499023
	Iteration 2F: 3 clusters Score -127876.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -127986.875000 Penalty: 2250.499023
	Iteration 3F: 3 clusters Score -127986.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -128067.320312 Penalty: 2250.499023
	Iteration 4Q: 3 clusters Score -128067.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -128155.070312 Penalty: 2250.499023
	Iteration 5Q: 3 clusters Score -128155.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -128245.328125 Penalty: 2250.499023
	Iteration 6Q: 3 clusters Score -128245.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -128335.710938 Penalty: 2250.499023
	Iteration 7Q: 3 clusters Score -128335.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -128439.203125 Penalty: 2250.499023
	Iteration 8Q: 3 clusters Score -128439.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -128549.289062 Penalty: 2250.499023
	Iteration 9Q: 3 clusters Score -128549.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -128655.218750 Penalty: 2250.499023
	Iteration 10Q: 3 clusters Score -128655.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -128753.203125 Penalty: 2250.499023
	Iteration 11Q: 3 clusters Score -128753.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -128888.015625 Penalty: 2250.499023
	Iteration 12Q: 3 clusters Score -128888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -129025.664062 Penalty: 2250.499023
	Iteration 13Q: 3 clusters Score -129025.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -129231.523438 Penalty: 2250.499023
	Iteration 14Q: 3 clusters Score -129231.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -129498.421875 Penalty: 2250.499023
	Iteration 15Q: 3 clusters Score -129498.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -130212.218750 Penalty: 2250.499023
	Iteration 16Q: 3 clusters Score -130212.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -131055.421875 Penalty: 2250.499023
	Iteration 17Q: 3 clusters Score -131055.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -131324.812500 Penalty: 2250.499023
	Iteration 18Q: 3 clusters Score -131324.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -131324.812500 Penalty: 2250.499023
	Iteration 19F: 3 clusters Score -131324.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 12907 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 4 contains 68326 members 
Mstep: Class 5 contains 94684 members 
Mstep: Class 6 contains 137 members 
Mstep: Class 8 contains 556 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 57685 members 
Mstep: Class 11 contains 17673 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 548 members 
Mstep: Class 17 contains 9802 members 
Mstep: Class 20 contains 2255 members 
Mstep: Class 22 contains 126441 members 
Mstep: Class 23 contains 15684 members 
Mstep: Class 24 contains 538 members 
Entering Unmasked Estep 
Score: -53962948.000000 Penalty: 37888.101562
Splitting cluster 12 changes total score from -53945236.000000 to -53962948.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 14 (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: -39885.164062 Penalty: 1005.258911
	Iteration 0F: 2 clusters Score -39885.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -38922.035156 Penalty: 2010.517822
	Iteration 0F: 3 clusters Score -38922.04 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -39185.355469 Penalty: 2010.517822
	Iteration 1F: 3 clusters Score -39185.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -39249.070312 Penalty: 2010.517822
	Iteration 2F: 3 clusters Score -39249.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -39289.578125 Penalty: 2010.517822
	Iteration 3Q: 3 clusters Score -39289.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -39345.722656 Penalty: 2010.517822
	Iteration 4Q: 3 clusters Score -39345.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39379.085938 Penalty: 2010.517822
	Iteration 5Q: 3 clusters Score -39379.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39399.851562 Penalty: 2010.517822
	Iteration 6Q: 3 clusters Score -39399.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39403.894531 Penalty: 2010.517822
	Iteration 7Q: 3 clusters Score -39403.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39410.699219 Penalty: 2010.517822
	Iteration 8Q: 3 clusters Score -39410.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39413.484375 Penalty: 2010.517822
	Iteration 9Q: 3 clusters Score -39413.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39426.316406 Penalty: 2010.517822
	Iteration 10Q: 3 clusters Score -39426.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39446.945312 Penalty: 2010.517822
	Iteration 11Q: 3 clusters Score -39446.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39464.335938 Penalty: 2010.517822
	Iteration 12Q: 3 clusters Score -39464.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39478.386719 Penalty: 2010.517822
	Iteration 13Q: 3 clusters Score -39478.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39483.964844 Penalty: 2010.517822
	Iteration 14Q: 3 clusters Score -39483.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39485.402344 Penalty: 2010.517822
	Iteration 15Q: 3 clusters Score -39485.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39485.402344 Penalty: 2010.517822
	Iteration 16F: 3 clusters Score -39485.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -59514.597656 Penalty: 1024.769775
	Iteration 0F: 2 clusters Score -59514.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58429.054688 Penalty: 2049.539551
	Iteration 0F: 3 clusters Score -58429.05 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58597.730469 Penalty: 2049.539551
	Iteration 1F: 3 clusters Score -58597.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58639.136719 Penalty: 2049.539551
	Iteration 2F: 3 clusters Score -58639.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -58661.089844 Penalty: 2049.539551
	Iteration 3Q: 3 clusters Score -58661.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -58680.464844 Penalty: 2049.539551
	Iteration 4Q: 3 clusters Score -58680.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -58695.246094 Penalty: 2049.539551
	Iteration 5Q: 3 clusters Score -58695.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58709.906250 Penalty: 2049.539551
	Iteration 6Q: 3 clusters Score -58709.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -58721.371094 Penalty: 2049.539551
	Iteration 7Q: 3 clusters Score -58721.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -58723.500000 Penalty: 2049.539551
	Iteration 8Q: 3 clusters Score -58723.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58725.433594 Penalty: 2049.539551
	Iteration 9Q: 3 clusters Score -58725.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58725.433594 Penalty: 2049.539551
	Iteration 10F: 3 clusters Score -58725.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Entering Unmasked Estep 
Score: -1280221.500000 Penalty: 1493.430542
	Iteration 0F: 2 clusters Score -1280222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1273226.750000 Penalty: 2986.861084
	Iteration 0F: 3 clusters Score -1273227 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1275412.500000 Penalty: 2986.861084
	Iteration 1F: 3 clusters Score -1275412 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1275658.250000 Penalty: 2986.861084
	Iteration 2F: 3 clusters Score -1275658 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1275828.625000 Penalty: 2986.861084
	Iteration 3Q: 3 clusters Score -1275829 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1275978.500000 Penalty: 2986.861084
	Iteration 4Q: 3 clusters Score -1275978 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1276113.875000 Penalty: 2986.861084
	Iteration 5Q: 3 clusters Score -1276114 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1276247.250000 Penalty: 2986.861084
	Iteration 6Q: 3 clusters Score -1276247 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1276434.625000 Penalty: 2986.861084
	Iteration 7Q: 3 clusters Score -1276435 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1276671.125000 Penalty: 2986.861084
	Iteration 8Q: 3 clusters Score -1276671 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1276975.000000 Penalty: 2986.861084
	Iteration 9Q: 3 clusters Score -1276975 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1277357.625000 Penalty: 2986.861084
	Iteration 10F: 3 clusters Score -1277358 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1277767.375000 Penalty: 2986.861084
	Iteration 11F: 3 clusters Score -1277767 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1278115.250000 Penalty: 2986.861084
	Iteration 12Q: 3 clusters Score -1278115 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1278347.000000 Penalty: 2986.861084
	Iteration 13Q: 3 clusters Score -1278347 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1278510.125000 Penalty: 2986.861084
	Iteration 14Q: 3 clusters Score -1278510 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1278612.500000 Penalty: 2986.861084
	Iteration 15Q: 3 clusters Score -1278612 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1278668.625000 Penalty: 2986.861084
	Iteration 16Q: 3 clusters Score -1278669 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1278707.875000 Penalty: 2986.861084
	Iteration 17Q: 3 clusters Score -1278708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1278738.000000 Penalty: 2986.861084
	Iteration 18Q: 3 clusters Score -1278738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1278755.500000 Penalty: 2986.861084
	Iteration 19Q: 3 clusters Score -1278756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1278774.750000 Penalty: 2986.861084
	Iteration 20F: 3 clusters Score -1278775 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1278795.625000 Penalty: 2986.861084
	Iteration 21Q: 3 clusters Score -1278796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1278809.875000 Penalty: 2986.861084
	Iteration 22Q: 3 clusters Score -1278810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1278823.875000 Penalty: 2986.861084
	Iteration 23Q: 3 clusters Score -1278824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1278833.625000 Penalty: 2986.861084
	Iteration 24Q: 3 clusters Score -1278834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1278841.750000 Penalty: 2986.861084
	Iteration 25Q: 3 clusters Score -1278842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1278847.625000 Penalty: 2986.861084
	Iteration 26Q: 3 clusters Score -1278848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1278851.875000 Penalty: 2986.861084
	Iteration 27Q: 3 clusters Score -1278852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1278857.875000 Penalty: 2986.861084
	Iteration 28Q: 3 clusters Score -1278858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1278864.125000 Penalty: 2986.861084
	Iteration 29Q: 3 clusters Score -1278864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1278866.500000 Penalty: 2986.861084
	Iteration 30Q: 3 clusters Score -1278866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1278876.750000 Penalty: 2986.861084
	Iteration 31Q: 3 clusters Score -1278877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1278886.125000 Penalty: 2986.861084
	Iteration 32Q: 3 clusters Score -1278886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1278889.125000 Penalty: 2986.861084
	Iteration 33Q: 3 clusters Score -1278889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1278894.500000 Penalty: 2986.861084
	Iteration 34Q: 3 clusters Score -1278894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1278896.125000 Penalty: 2986.861084
	Iteration 35Q: 3 clusters Score -1278896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1278897.500000 Penalty: 2986.861084
	Iteration 36Q: 3 clusters Score -1278898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1278899.375000 Penalty: 2986.861084
	Iteration 37Q: 3 clusters Score -1278899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1278900.375000 Penalty: 2986.861084
	Iteration 38Q: 3 clusters Score -1278900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1278904.375000 Penalty: 2986.861084
	Iteration 39Q: 3 clusters Score -1278904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1278909.375000 Penalty: 2986.861084
	Iteration 40F: 3 clusters Score -1278909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1278913.375000 Penalty: 2986.861084
	Iteration 41Q: 3 clusters Score -1278913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1278921.750000 Penalty: 2986.861084
	Iteration 42Q: 3 clusters Score -1278922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1278928.000000 Penalty: 2986.861084
	Iteration 43Q: 3 clusters Score -1278928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1278931.875000 Penalty: 2986.861084
	Iteration 44Q: 3 clusters Score -1278932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1278937.375000 Penalty: 2986.861084
	Iteration 45Q: 3 clusters Score -1278937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1278937.375000 Penalty: 2986.861084
	Iteration 46Q: 3 clusters Score -1278937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1278937.750000 Penalty: 2986.861084
	Iteration 47Q: 3 clusters Score -1278938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1278937.750000 Penalty: 2986.861084
	Iteration 48F: 3 clusters Score -1278938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Entering Unmasked Estep 
Score: -277714.468750 Penalty: 1254.647095
	Iteration 0F: 2 clusters Score -277714.5 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 1156 members 
Entering Unmasked Estep 
Score: -275442.125000 Penalty: 2509.294189
	Iteration 0F: 3 clusters Score -275442.1 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -276029.656250 Penalty: 2509.294189
	Iteration 1F: 3 clusters Score -276029.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -276213.656250 Penalty: 2509.294189
	Iteration 2F: 3 clusters Score -276213.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -276348.656250 Penalty: 2509.294189
	Iteration 3F: 3 clusters Score -276348.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -276424.531250 Penalty: 2509.294189
	Iteration 4Q: 3 clusters Score -276424.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -276495.937500 Penalty: 2509.294189
	Iteration 5Q: 3 clusters Score -276495.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -276560.406250 Penalty: 2509.294189
	Iteration 6Q: 3 clusters Score -276560.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -276633.250000 Penalty: 2509.294189
	Iteration 7Q: 3 clusters Score -276633.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -276688.125000 Penalty: 2509.294189
	Iteration 8Q: 3 clusters Score -276688.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -276748.562500 Penalty: 2509.294189
	Iteration 9Q: 3 clusters Score -276748.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -276801.000000 Penalty: 2509.294189
	Iteration 10Q: 3 clusters Score -276801 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -276846.468750 Penalty: 2509.294189
	Iteration 11Q: 3 clusters Score -276846.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -276892.437500 Penalty: 2509.294189
	Iteration 12Q: 3 clusters Score -276892.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -276937.843750 Penalty: 2509.294189
	Iteration 13Q: 3 clusters Score -276937.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -276979.312500 Penalty: 2509.294189
	Iteration 14Q: 3 clusters Score -276979.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -277006.281250 Penalty: 2509.294189
	Iteration 15Q: 3 clusters Score -277006.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -277034.093750 Penalty: 2509.294189
	Iteration 16Q: 3 clusters Score -277034.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -277050.718750 Penalty: 2509.294189
	Iteration 17Q: 3 clusters Score -277050.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -277065.656250 Penalty: 2509.294189
	Iteration 18Q: 3 clusters Score -277065.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -277079.906250 Penalty: 2509.294189
	Iteration 19Q: 3 clusters Score -277079.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -277094.968750 Penalty: 2509.294189
	Iteration 20F: 3 clusters Score -277095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -277104.437500 Penalty: 2509.294189
	Iteration 21Q: 3 clusters Score -277104.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -277108.375000 Penalty: 2509.294189
	Iteration 22Q: 3 clusters Score -277108.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -277111.468750 Penalty: 2509.294189
	Iteration 23Q: 3 clusters Score -277111.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -277113.500000 Penalty: 2509.294189
	Iteration 24Q: 3 clusters Score -277113.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -277113.812500 Penalty: 2509.294189
	Iteration 25Q: 3 clusters Score -277113.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -277113.812500 Penalty: 2509.294189
	Iteration 26F: 3 clusters Score -277113.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (126441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126441 members 
Entering Unmasked Estep 
Score: -16375562.000000 Penalty: 1908.973755
	Iteration 0F: 2 clusters Score -1.637556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63298 members 
Mstep: Class 2 contains 63143 members 
Entering Unmasked Estep 
Score: -16308942.000000 Penalty: 3817.947510
	Iteration 0F: 3 clusters Score -1.630894e+07 nChanged 60846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62862 members 
Mstep: Class 2 contains 63579 members 
Entering Unmasked Estep 
Score: -16345118.000000 Penalty: 3817.947510
	Iteration 1F: 3 clusters Score -1.634512e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 63877 members 
Entering Unmasked Estep 
Score: -16346732.000000 Penalty: 3817.947510
	Iteration 2Q: 3 clusters Score -1.634673e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62198 members 
Mstep: Class 2 contains 64243 members 
Entering Unmasked Estep 
Score: -16349090.000000 Penalty: 3817.947510
	Iteration 3Q: 3 clusters Score -1.634909e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61646 members 
Mstep: Class 2 contains 64795 members 
Entering Unmasked Estep 
Score: -16352259.000000 Penalty: 3817.947510
	Iteration 4F: 3 clusters Score -1.635226e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 65782 members 
Entering Unmasked Estep 
Score: -16356711.000000 Penalty: 3817.947510
	Iteration 5F: 3 clusters Score -1.635671e+07 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59346 members 
Mstep: Class 2 contains 67095 members 
Entering Unmasked Estep 
Score: -16362173.000000 Penalty: 3817.947510
	Iteration 6F: 3 clusters Score -1.636217e+07 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 68420 members 
Entering Unmasked Estep 
Score: -16367360.000000 Penalty: 3817.947510
	Iteration 7F: 3 clusters Score -1.636736e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56922 members 
Mstep: Class 2 contains 69519 members 
Entering Unmasked Estep 
Score: -16370826.000000 Penalty: 3817.947510
	Iteration 8F: 3 clusters Score -1.637083e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 2 contains 70205 members 
Entering Unmasked Estep 
Score: -16372472.000000 Penalty: 3817.947510
	Iteration 9Q: 3 clusters Score -1.637247e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55860 members 
Mstep: Class 2 contains 70581 members 
Entering Unmasked Estep 
Score: -16373157.000000 Penalty: 3817.947510
	Iteration 10Q: 3 clusters Score -1.637316e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 70963 members 
Entering Unmasked Estep 
Score: -16373429.000000 Penalty: 3817.947510
	Iteration 11Q: 3 clusters Score -1.637343e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55230 members 
Mstep: Class 2 contains 71211 members 
Entering Unmasked Estep 
Score: -16373535.000000 Penalty: 3817.947510
	Iteration 12Q: 3 clusters Score -1.637354e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 71324 members 
Entering Unmasked Estep 
Score: -16373660.000000 Penalty: 3817.947510
	Iteration 13Q: 3 clusters Score -1.637366e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55118 members 
Mstep: Class 2 contains 71323 members 
Entering Unmasked Estep 
Score: -16373879.000000 Penalty: 3817.947510
	Iteration 14Q: 3 clusters Score -1.637388e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55280 members 
Mstep: Class 2 contains 71161 members 
Entering Unmasked Estep 
Score: -16373912.000000 Penalty: 3817.947510
	Iteration 15Q: 3 clusters Score -1.637391e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 70891 members 
Entering Unmasked Estep 
Score: -16374060.000000 Penalty: 3817.947510
	Iteration 16Q: 3 clusters Score -1.637406e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 70612 members 
Entering Unmasked Estep 
Score: -16374143.000000 Penalty: 3817.947510
	Iteration 17Q: 3 clusters Score -1.637414e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56184 members 
Mstep: Class 2 contains 70257 members 
Entering Unmasked Estep 
Score: -16374184.000000 Penalty: 3817.947510
	Iteration 18Q: 3 clusters Score -1.637418e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56622 members 
Mstep: Class 2 contains 69819 members 
Entering Unmasked Estep 
Score: -16374234.000000 Penalty: 3817.947510
	Iteration 19Q: 3 clusters Score -1.637423e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57116 members 
Mstep: Class 2 contains 69325 members 
Entering Unmasked Estep 
Score: -16374319.000000 Penalty: 3817.947510
	Iteration 20F: 3 clusters Score -1.637432e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57646 members 
Mstep: Class 2 contains 68795 members 
Entering Unmasked Estep 
Score: -16374463.000000 Penalty: 3817.947510
	Iteration 21Q: 3 clusters Score -1.637446e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58174 members 
Mstep: Class 2 contains 68267 members 
Entering Unmasked Estep 
Score: -16374397.000000 Penalty: 3817.947510
	Iteration 22Q: 3 clusters Score -1.63744e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 67749 members 
Entering Unmasked Estep 
Score: -16374410.000000 Penalty: 3817.947510
	Iteration 23Q: 3 clusters Score -1.637441e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59261 members 
Mstep: Class 2 contains 67180 members 
Entering Unmasked Estep 
Score: -16374471.000000 Penalty: 3817.947510
	Iteration 24Q: 3 clusters Score -1.637447e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59822 members 
Mstep: Class 2 contains 66619 members 
Entering Unmasked Estep 
Score: -16374439.000000 Penalty: 3817.947510
	Iteration 25Q: 3 clusters Score -1.637444e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60374 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -16374409.000000 Penalty: 3817.947510
	Iteration 26Q: 3 clusters Score -1.637441e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60802 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -16374415.000000 Penalty: 3817.947510
	Iteration 27Q: 3 clusters Score -1.637442e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61264 members 
Mstep: Class 2 contains 65177 members 
Entering Unmasked Estep 
Score: -16374393.000000 Penalty: 3817.947510
	Iteration 28Q: 3 clusters Score -1.637439e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61719 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -16374383.000000 Penalty: 3817.947510
	Iteration 29Q: 3 clusters Score -1.637438e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 64219 members 
Entering Unmasked Estep 
Score: -16374473.000000 Penalty: 3817.947510
	Iteration 30Q: 3 clusters Score -1.637447e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62727 members 
Mstep: Class 2 contains 63714 members 
Entering Unmasked Estep 
Score: -16374478.000000 Penalty: 3817.947510
	Iteration 31Q: 3 clusters Score -1.637448e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63245 members 
Mstep: Class 2 contains 63196 members 
Entering Unmasked Estep 
Score: -16374535.000000 Penalty: 3817.947510
	Iteration 32Q: 3 clusters Score -1.637454e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63754 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -16374620.000000 Penalty: 3817.947510
	Iteration 33Q: 3 clusters Score -1.637462e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64199 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -16374624.000000 Penalty: 3817.947510
	Iteration 34Q: 3 clusters Score -1.637462e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64675 members 
Mstep: Class 2 contains 61766 members 
Entering Unmasked Estep 
Score: -16374720.000000 Penalty: 3817.947510
	Iteration 35Q: 3 clusters Score -1.637472e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65103 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -16374790.000000 Penalty: 3817.947510
	Iteration 36Q: 3 clusters Score -1.637479e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65552 members 
Mstep: Class 2 contains 60889 members 
Entering Unmasked Estep 
Score: -16374865.000000 Penalty: 3817.947510
	Iteration 37Q: 3 clusters Score -1.637486e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66021 members 
Mstep: Class 2 contains 60420 members 
Entering Unmasked Estep 
Score: -16374915.000000 Penalty: 3817.947510
	Iteration 38Q: 3 clusters Score -1.637492e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66417 members 
Mstep: Class 2 contains 60024 members 
Entering Unmasked Estep 
Score: -16374992.000000 Penalty: 3817.947510
	Iteration 39Q: 3 clusters Score -1.637499e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66775 members 
Mstep: Class 2 contains 59666 members 
Entering Unmasked Estep 
Score: -16375025.000000 Penalty: 3817.947510
	Iteration 40F: 3 clusters Score -1.637502e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67120 members 
Mstep: Class 2 contains 59321 members 
Entering Unmasked Estep 
Score: -16375049.000000 Penalty: 3817.947510
	Iteration 41Q: 3 clusters Score -1.637505e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67436 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -16375062.000000 Penalty: 3817.947510
	Iteration 42Q: 3 clusters Score -1.637506e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67742 members 
Mstep: Class 2 contains 58699 members 
Entering Unmasked Estep 
Score: -16375101.000000 Penalty: 3817.947510
	Iteration 43Q: 3 clusters Score -1.63751e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68057 members 
Mstep: Class 2 contains 58384 members 
Entering Unmasked Estep 
Score: -16375127.000000 Penalty: 3817.947510
	Iteration 44Q: 3 clusters Score -1.637513e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68403 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -16375101.000000 Penalty: 3817.947510
	Iteration 45Q: 3 clusters Score -1.63751e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68715 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -16375128.000000 Penalty: 3817.947510
	Iteration 46Q: 3 clusters Score -1.637513e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69085 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -16375087.000000 Penalty: 3817.947510
	Iteration 47Q: 3 clusters Score -1.637509e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69434 members 
Mstep: Class 2 contains 57007 members 
Entering Unmasked Estep 
Score: -16375164.000000 Penalty: 3817.947510
	Iteration 48Q: 3 clusters Score -1.637516e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69731 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -16375191.000000 Penalty: 3817.947510
	Iteration 49Q: 3 clusters Score -1.637519e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70060 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -16375162.000000 Penalty: 3817.947510
	Iteration 50Q: 3 clusters Score -1.637516e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70398 members 
Mstep: Class 2 contains 56043 members 
Entering Unmasked Estep 
Score: -16375140.000000 Penalty: 3817.947510
	Iteration 51Q: 3 clusters Score -1.637514e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70771 members 
Mstep: Class 2 contains 55670 members 
Entering Unmasked Estep 
Score: -16375131.000000 Penalty: 3817.947510
	Iteration 52Q: 3 clusters Score -1.637513e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71139 members 
Mstep: Class 2 contains 55302 members 
Entering Unmasked Estep 
Score: -16375160.000000 Penalty: 3817.947510
	Iteration 53Q: 3 clusters Score -1.637516e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71475 members 
Mstep: Class 2 contains 54966 members 
Entering Unmasked Estep 
Score: -16375137.000000 Penalty: 3817.947510
	Iteration 54Q: 3 clusters Score -1.637514e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71773 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -16375119.000000 Penalty: 3817.947510
	Iteration 55Q: 3 clusters Score -1.637512e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72080 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -16375070.000000 Penalty: 3817.947510
	Iteration 56Q: 3 clusters Score -1.637507e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72413 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -16375040.000000 Penalty: 3817.947510
	Iteration 57Q: 3 clusters Score -1.637504e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72732 members 
Mstep: Class 2 contains 53709 members 
Entering Unmasked Estep 
Score: -16375034.000000 Penalty: 3817.947510
	Iteration 58Q: 3 clusters Score -1.637503e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73053 members 
Mstep: Class 2 contains 53388 members 
Entering Unmasked Estep 
Score: -16375056.000000 Penalty: 3817.947510
	Iteration 59Q: 3 clusters Score -1.637506e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73354 members 
Mstep: Class 2 contains 53087 members 
Entering Unmasked Estep 
Score: -16375100.000000 Penalty: 3817.947510
	Iteration 60F: 3 clusters Score -1.63751e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73585 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -16375075.000000 Penalty: 3817.947510
	Iteration 61Q: 3 clusters Score -1.637508e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73828 members 
Mstep: Class 2 contains 52613 members 
Entering Unmasked Estep 
Score: -16375081.000000 Penalty: 3817.947510
	Iteration 62Q: 3 clusters Score -1.637508e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74060 members 
Mstep: Class 2 contains 52381 members 
Entering Unmasked Estep 
Score: -16375047.000000 Penalty: 3817.947510
	Iteration 63Q: 3 clusters Score -1.637505e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74250 members 
Mstep: Class 2 contains 52191 members 
Entering Unmasked Estep 
Score: -16375109.000000 Penalty: 3817.947510
	Iteration 64Q: 3 clusters Score -1.637511e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74412 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -16375104.000000 Penalty: 3817.947510
	Iteration 65Q: 3 clusters Score -1.63751e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74529 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -16375087.000000 Penalty: 3817.947510
	Iteration 66Q: 3 clusters Score -1.637509e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74627 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -16375115.000000 Penalty: 3817.947510
	Iteration 67Q: 3 clusters Score -1.637512e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74700 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -16375097.000000 Penalty: 3817.947510
	Iteration 68Q: 3 clusters Score -1.63751e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 51690 members 
Entering Unmasked Estep 
Score: -16375080.000000 Penalty: 3817.947510
	Iteration 69Q: 3 clusters Score -1.637508e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74804 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -16375053.000000 Penalty: 3817.947510
	Iteration 70Q: 3 clusters Score -1.637505e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74826 members 
Mstep: Class 2 contains 51615 members 
Entering Unmasked Estep 
Score: -16375067.000000 Penalty: 3817.947510
	Iteration 71Q: 3 clusters Score -1.637507e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74856 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -16375082.000000 Penalty: 3817.947510
	Iteration 72Q: 3 clusters Score -1.637508e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74826 members 
Mstep: Class 2 contains 51615 members 
Entering Unmasked Estep 
Score: -16375097.000000 Penalty: 3817.947510
	Iteration 73Q: 3 clusters Score -1.63751e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74773 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -16375067.000000 Penalty: 3817.947510
	Iteration 74Q: 3 clusters Score -1.637507e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74722 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -16375001.000000 Penalty: 3817.947510
	Iteration 75Q: 3 clusters Score -1.6375e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74726 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -16375026.000000 Penalty: 3817.947510
	Iteration 76Q: 3 clusters Score -1.637503e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74703 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -16375006.000000 Penalty: 3817.947510
	Iteration 77Q: 3 clusters Score -1.637501e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74633 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -16374985.000000 Penalty: 3817.947510
	Iteration 78Q: 3 clusters Score -1.637498e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74565 members 
Mstep: Class 2 contains 51876 members 
Entering Unmasked Estep 
Score: -16374976.000000 Penalty: 3817.947510
	Iteration 79Q: 3 clusters Score -1.637498e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74487 members 
Mstep: Class 2 contains 51954 members 
Entering Unmasked Estep 
Score: -16374942.000000 Penalty: 3817.947510
	Iteration 80F: 3 clusters Score -1.637494e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74396 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -16374979.000000 Penalty: 3817.947510
	Iteration 81Q: 3 clusters Score -1.637498e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74302 members 
Mstep: Class 2 contains 52139 members 
Entering Unmasked Estep 
Score: -16374915.000000 Penalty: 3817.947510
	Iteration 82Q: 3 clusters Score -1.637492e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74226 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -16374936.000000 Penalty: 3817.947510
	Iteration 83Q: 3 clusters Score -1.637494e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -16374898.000000 Penalty: 3817.947510
	Iteration 84Q: 3 clusters Score -1.63749e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74063 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -16374909.000000 Penalty: 3817.947510
	Iteration 85Q: 3 clusters Score -1.637491e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73948 members 
Mstep: Class 2 contains 52493 members 
Entering Unmasked Estep 
Score: -16374893.000000 Penalty: 3817.947510
	Iteration 86Q: 3 clusters Score -1.637489e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73818 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -16374914.000000 Penalty: 3817.947510
	Iteration 87Q: 3 clusters Score -1.637491e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73671 members 
Mstep: Class 2 contains 52770 members 
Entering Unmasked Estep 
Score: -16374920.000000 Penalty: 3817.947510
	Iteration 88Q: 3 clusters Score -1.637492e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73542 members 
Mstep: Class 2 contains 52899 members 
Entering Unmasked Estep 
Score: -16374935.000000 Penalty: 3817.947510
	Iteration 89Q: 3 clusters Score -1.637494e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73377 members 
Mstep: Class 2 contains 53064 members 
Entering Unmasked Estep 
Score: -16374929.000000 Penalty: 3817.947510
	Iteration 90Q: 3 clusters Score -1.637493e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73176 members 
Mstep: Class 2 contains 53265 members 
Entering Unmasked Estep 
Score: -16374884.000000 Penalty: 3817.947510
	Iteration 91Q: 3 clusters Score -1.637488e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72924 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -16374922.000000 Penalty: 3817.947510
	Iteration 92Q: 3 clusters Score -1.637492e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72693 members 
Mstep: Class 2 contains 53748 members 
Entering Unmasked Estep 
Score: -16374947.000000 Penalty: 3817.947510
	Iteration 93Q: 3 clusters Score -1.637495e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72476 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -16374925.000000 Penalty: 3817.947510
	Iteration 94Q: 3 clusters Score -1.637492e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72247 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -16374942.000000 Penalty: 3817.947510
	Iteration 95Q: 3 clusters Score -1.637494e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71996 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -16375005.000000 Penalty: 3817.947510
	Iteration 96Q: 3 clusters Score -1.6375e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71708 members 
Mstep: Class 2 contains 54733 members 
Entering Unmasked Estep 
Score: -16374976.000000 Penalty: 3817.947510
	Iteration 97Q: 3 clusters Score -1.637498e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71403 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -16375004.000000 Penalty: 3817.947510
	Iteration 98Q: 3 clusters Score -1.6375e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71072 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -16375046.000000 Penalty: 3817.947510
	Iteration 99Q: 3 clusters Score -1.637505e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70721 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -16375044.000000 Penalty: 3817.947510
	Iteration 100F: 3 clusters Score -1.637504e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70353 members 
Mstep: Class 2 contains 56088 members 
Entering Unmasked Estep 
Score: -16375119.000000 Penalty: 3817.947510
	Iteration 101Q: 3 clusters Score -1.637512e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70010 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
Score: -16375113.000000 Penalty: 3817.947510
	Iteration 102Q: 3 clusters Score -1.637511e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69657 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -16375166.000000 Penalty: 3817.947510
	Iteration 103Q: 3 clusters Score -1.637517e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69292 members 
Mstep: Class 2 contains 57149 members 
Entering Unmasked Estep 
Score: -16375194.000000 Penalty: 3817.947510
	Iteration 104Q: 3 clusters Score -1.637519e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68936 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -16375253.000000 Penalty: 3817.947510
	Iteration 105Q: 3 clusters Score -1.637525e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68624 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
Score: -16375287.000000 Penalty: 3817.947510
	Iteration 106Q: 3 clusters Score -1.637529e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68327 members 
Mstep: Class 2 contains 58114 members 
Entering Unmasked Estep 
Score: -16375298.000000 Penalty: 3817.947510
	Iteration 107Q: 3 clusters Score -1.63753e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68055 members 
Mstep: Class 2 contains 58386 members 
Entering Unmasked Estep 
Score: -16375311.000000 Penalty: 3817.947510
	Iteration 108Q: 3 clusters Score -1.637531e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67748 members 
Mstep: Class 2 contains 58693 members 
Entering Unmasked Estep 
Score: -16375298.000000 Penalty: 3817.947510
	Iteration 109Q: 3 clusters Score -1.63753e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67479 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -16375341.000000 Penalty: 3817.947510
	Iteration 110Q: 3 clusters Score -1.637534e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
Score: -16375420.000000 Penalty: 3817.947510
	Iteration 111Q: 3 clusters Score -1.637542e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66882 members 
Mstep: Class 2 contains 59559 members 
Entering Unmasked Estep 
Score: -16375417.000000 Penalty: 3817.947510
	Iteration 112Q: 3 clusters Score -1.637542e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66637 members 
Mstep: Class 2 contains 59804 members 
Entering Unmasked Estep 
Score: -16375417.000000 Penalty: 3817.947510
	Iteration 113Q: 3 clusters Score -1.637542e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66450 members 
Mstep: Class 2 contains 59991 members 
Entering Unmasked Estep 
Score: -16375438.000000 Penalty: 3817.947510
	Iteration 114Q: 3 clusters Score -1.637544e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66277 members 
Mstep: Class 2 contains 60164 members 
Entering Unmasked Estep 
Score: -16375466.000000 Penalty: 3817.947510
	Iteration 115Q: 3 clusters Score -1.637547e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66129 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -16375509.000000 Penalty: 3817.947510
	Iteration 116Q: 3 clusters Score -1.637551e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65975 members 
Mstep: Class 2 contains 60466 members 
Entering Unmasked Estep 
Score: -16375467.000000 Penalty: 3817.947510
	Iteration 117Q: 3 clusters Score -1.637547e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65853 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -16375418.000000 Penalty: 3817.947510
	Iteration 118Q: 3 clusters Score -1.637542e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 60665 members 
Entering Unmasked Estep 
Score: -16375424.000000 Penalty: 3817.947510
	Iteration 119Q: 3 clusters Score -1.637542e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65736 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -16375423.000000 Penalty: 3817.947510
	Iteration 120F: 3 clusters Score -1.637542e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65716 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -16375459.000000 Penalty: 3817.947510
	Iteration 121Q: 3 clusters Score -1.637546e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65691 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -16375454.000000 Penalty: 3817.947510
	Iteration 122Q: 3 clusters Score -1.637545e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65664 members 
Mstep: Class 2 contains 60777 members 
Entering Unmasked Estep 
Score: -16375447.000000 Penalty: 3817.947510
	Iteration 123Q: 3 clusters Score -1.637545e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65641 members 
Mstep: Class 2 contains 60800 members 
Entering Unmasked Estep 
Score: -16375416.000000 Penalty: 3817.947510
	Iteration 124Q: 3 clusters Score -1.637542e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65612 members 
Mstep: Class 2 contains 60829 members 
Entering Unmasked Estep 
Score: -16375402.000000 Penalty: 3817.947510
	Iteration 125Q: 3 clusters Score -1.63754e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65583 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -16375394.000000 Penalty: 3817.947510
	Iteration 126Q: 3 clusters Score -1.637539e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65575 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -16375360.000000 Penalty: 3817.947510
	Iteration 127Q: 3 clusters Score -1.637536e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65570 members 
Mstep: Class 2 contains 60871 members 
Entering Unmasked Estep 
Score: -16375357.000000 Penalty: 3817.947510
	Iteration 128Q: 3 clusters Score -1.637536e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65583 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -16375346.000000 Penalty: 3817.947510
	Iteration 129Q: 3 clusters Score -1.637535e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65587 members 
Mstep: Class 2 contains 60854 members 
Entering Unmasked Estep 
Score: -16375333.000000 Penalty: 3817.947510
	Iteration 130Q: 3 clusters Score -1.637533e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 60833 members 
Entering Unmasked Estep 
Score: -16375305.000000 Penalty: 3817.947510
	Iteration 131Q: 3 clusters Score -1.63753e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 60814 members 
Entering Unmasked Estep 
Score: -16375300.000000 Penalty: 3817.947510
	Iteration 132Q: 3 clusters Score -1.63753e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65649 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
Score: -16375321.000000 Penalty: 3817.947510
	Iteration 133Q: 3 clusters Score -1.637532e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 60765 members 
Entering Unmasked Estep 
Score: -16375343.000000 Penalty: 3817.947510
	Iteration 134Q: 3 clusters Score -1.637534e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65710 members 
Mstep: Class 2 contains 60731 members 
Entering Unmasked Estep 
Score: -16375322.000000 Penalty: 3817.947510
	Iteration 135Q: 3 clusters Score -1.637532e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65737 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -16375313.000000 Penalty: 3817.947510
	Iteration 136Q: 3 clusters Score -1.637531e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65757 members 
Mstep: Class 2 contains 60684 members 
Entering Unmasked Estep 
Score: -16375306.000000 Penalty: 3817.947510
	Iteration 137Q: 3 clusters Score -1.637531e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65788 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -16375302.000000 Penalty: 3817.947510
	Iteration 138Q: 3 clusters Score -1.63753e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65796 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -16375313.000000 Penalty: 3817.947510
	Iteration 139Q: 3 clusters Score -1.637531e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -16375321.000000 Penalty: 3817.947510
	Iteration 140F: 3 clusters Score -1.637532e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -16375331.000000 Penalty: 3817.947510
	Iteration 141Q: 3 clusters Score -1.637533e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65827 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -16375315.000000 Penalty: 3817.947510
	Iteration 142Q: 3 clusters Score -1.637532e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65849 members 
Mstep: Class 2 contains 60592 members 
Entering Unmasked Estep 
Score: -16375320.000000 Penalty: 3817.947510
	Iteration 143Q: 3 clusters Score -1.637532e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65868 members 
Mstep: Class 2 contains 60573 members 
Entering Unmasked Estep 
Score: -16375317.000000 Penalty: 3817.947510
	Iteration 144Q: 3 clusters Score -1.637532e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65884 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
Score: -16375312.000000 Penalty: 3817.947510
	Iteration 145Q: 3 clusters Score -1.637531e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65896 members 
Mstep: Class 2 contains 60545 members 
Entering Unmasked Estep 
Score: -16375298.000000 Penalty: 3817.947510
	Iteration 146Q: 3 clusters Score -1.63753e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65910 members 
Mstep: Class 2 contains 60531 members 
Entering Unmasked Estep 
Score: -16375280.000000 Penalty: 3817.947510
	Iteration 147Q: 3 clusters Score -1.637528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65927 members 
Mstep: Class 2 contains 60514 members 
Entering Unmasked Estep 
Score: -16375287.000000 Penalty: 3817.947510
	Iteration 148Q: 3 clusters Score -1.637529e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 60487 members 
Entering Unmasked Estep 
Score: -16375300.000000 Penalty: 3817.947510
	Iteration 149Q: 3 clusters Score -1.63753e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65966 members 
Mstep: Class 2 contains 60475 members 
Entering Unmasked Estep 
Score: -16375272.000000 Penalty: 3817.947510
	Iteration 150Q: 3 clusters Score -1.637527e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65985 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
Score: -16375273.000000 Penalty: 3817.947510
	Iteration 151Q: 3 clusters Score -1.637527e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65992 members 
Mstep: Class 2 contains 60449 members 
Entering Unmasked Estep 
Score: -16375269.000000 Penalty: 3817.947510
	Iteration 152Q: 3 clusters Score -1.637527e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66005 members 
Mstep: Class 2 contains 60436 members 
Entering Unmasked Estep 
Score: -16375267.000000 Penalty: 3817.947510
	Iteration 153Q: 3 clusters Score -1.637527e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66015 members 
Mstep: Class 2 contains 60426 members 
Entering Unmasked Estep 
Score: -16375287.000000 Penalty: 3817.947510
	Iteration 154Q: 3 clusters Score -1.637529e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 60415 members 
Entering Unmasked Estep 
Score: -16375285.000000 Penalty: 3817.947510
	Iteration 155Q: 3 clusters Score -1.637528e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66034 members 
Mstep: Class 2 contains 60407 members 
Entering Unmasked Estep 
Score: -16375283.000000 Penalty: 3817.947510
	Iteration 156Q: 3 clusters Score -1.637528e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66038 members 
Mstep: Class 2 contains 60403 members 
Entering Unmasked Estep 
Score: -16375288.000000 Penalty: 3817.947510
	Iteration 157Q: 3 clusters Score -1.637529e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66050 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -16375284.000000 Penalty: 3817.947510
	Iteration 158Q: 3 clusters Score -1.637528e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66053 members 
Mstep: Class 2 contains 60388 members 
Entering Unmasked Estep 
Score: -16375298.000000 Penalty: 3817.947510
	Iteration 159Q: 3 clusters Score -1.63753e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66054 members 
Mstep: Class 2 contains 60387 members 
Entering Unmasked Estep 
Score: -16375285.000000 Penalty: 3817.947510
	Iteration 160F: 3 clusters Score -1.637528e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 60376 members 
Entering Unmasked Estep 
Score: -16375279.000000 Penalty: 3817.947510
	Iteration 161Q: 3 clusters Score -1.637528e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66079 members 
Mstep: Class 2 contains 60362 members 
Entering Unmasked Estep 
Score: -16375272.000000 Penalty: 3817.947510
	Iteration 162Q: 3 clusters Score -1.637527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66087 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
Score: -16375266.000000 Penalty: 3817.947510
	Iteration 163Q: 3 clusters Score -1.637527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 60344 members 
Entering Unmasked Estep 
Score: -16375256.000000 Penalty: 3817.947510
	Iteration 164Q: 3 clusters Score -1.637526e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66108 members 
Mstep: Class 2 contains 60333 members 
Entering Unmasked Estep 
Score: -16375253.000000 Penalty: 3817.947510
	Iteration 165Q: 3 clusters Score -1.637525e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66117 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -16375244.000000 Penalty: 3817.947510
	Iteration 166Q: 3 clusters Score -1.637524e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66130 members 
Mstep: Class 2 contains 60311 members 
Entering Unmasked Estep 
Score: -16375248.000000 Penalty: 3817.947510
	Iteration 167Q: 3 clusters Score -1.637525e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66151 members 
Mstep: Class 2 contains 60290 members 
Entering Unmasked Estep 
Score: -16375228.000000 Penalty: 3817.947510
	Iteration 168Q: 3 clusters Score -1.637523e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66161 members 
Mstep: Class 2 contains 60280 members 
Entering Unmasked Estep 
Score: -16375238.000000 Penalty: 3817.947510
	Iteration 169Q: 3 clusters Score -1.637524e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66166 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -16375251.000000 Penalty: 3817.947510
	Iteration 170Q: 3 clusters Score -1.637525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66170 members 
Mstep: Class 2 contains 60271 members 
Entering Unmasked Estep 
Score: -16375261.000000 Penalty: 3817.947510
	Iteration 171Q: 3 clusters Score -1.637526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66181 members 
Mstep: Class 2 contains 60260 members 
Entering Unmasked Estep 
Score: -16375256.000000 Penalty: 3817.947510
	Iteration 172Q: 3 clusters Score -1.637526e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 60245 members 
Entering Unmasked Estep 
Score: -16375248.000000 Penalty: 3817.947510
	Iteration 173Q: 3 clusters Score -1.637525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66207 members 
Mstep: Class 2 contains 60234 members 
Entering Unmasked Estep 
Score: -16375255.000000 Penalty: 3817.947510
	Iteration 174Q: 3 clusters Score -1.637526e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 60222 members 
Entering Unmasked Estep 
Score: -16375250.000000 Penalty: 3817.947510
	Iteration 175Q: 3 clusters Score -1.637525e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66228 members 
Mstep: Class 2 contains 60213 members 
Entering Unmasked Estep 
Score: -16375262.000000 Penalty: 3817.947510
	Iteration 176Q: 3 clusters Score -1.637526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66239 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -16375258.000000 Penalty: 3817.947510
	Iteration 177Q: 3 clusters Score -1.637526e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66248 members 
Mstep: Class 2 contains 60193 members 
Entering Unmasked Estep 
Score: -16375255.000000 Penalty: 3817.947510
	Iteration 178Q: 3 clusters Score -1.637526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66259 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -16375261.000000 Penalty: 3817.947510
	Iteration 179Q: 3 clusters Score -1.637526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66268 members 
Mstep: Class 2 contains 60173 members 
Entering Unmasked Estep 
Score: -16375263.000000 Penalty: 3817.947510
	Iteration 180F: 3 clusters Score -1.637526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66278 members 
Mstep: Class 2 contains 60163 members 
Entering Unmasked Estep 
Score: -16375249.000000 Penalty: 3817.947510
	Iteration 181Q: 3 clusters Score -1.637525e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66281 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -16375249.000000 Penalty: 3817.947510
	Iteration 182Q: 3 clusters Score -1.637525e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66289 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
Score: -16375254.000000 Penalty: 3817.947510
	Iteration 183Q: 3 clusters Score -1.637525e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66291 members 
Mstep: Class 2 contains 60150 members 
Entering Unmasked Estep 
Score: -16375257.000000 Penalty: 3817.947510
	Iteration 184Q: 3 clusters Score -1.637526e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 60144 members 
Entering Unmasked Estep 
Score: -16375273.000000 Penalty: 3817.947510
	Iteration 185Q: 3 clusters Score -1.637527e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 60144 members 
Entering Unmasked Estep 
Score: -16375276.000000 Penalty: 3817.947510
	Iteration 186Q: 3 clusters Score -1.637528e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66313 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
Score: -16375284.000000 Penalty: 3817.947510
	Iteration 187Q: 3 clusters Score -1.637528e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66318 members 
Mstep: Class 2 contains 60123 members 
Entering Unmasked Estep 
Score: -16375281.000000 Penalty: 3817.947510
	Iteration 188Q: 3 clusters Score -1.637528e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66316 members 
Mstep: Class 2 contains 60125 members 
Entering Unmasked Estep 
Score: -16375286.000000 Penalty: 3817.947510
	Iteration 189Q: 3 clusters Score -1.637529e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66322 members 
Mstep: Class 2 contains 60119 members 
Entering Unmasked Estep 
Score: -16375283.000000 Penalty: 3817.947510
	Iteration 190Q: 3 clusters Score -1.637528e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 60107 members 
Entering Unmasked Estep 
Score: -16375289.000000 Penalty: 3817.947510
	Iteration 191Q: 3 clusters Score -1.637529e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66347 members 
Mstep: Class 2 contains 60094 members 
Entering Unmasked Estep 
Score: -16375275.000000 Penalty: 3817.947510
	Iteration 192Q: 3 clusters Score -1.637528e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66354 members 
Mstep: Class 2 contains 60087 members 
Entering Unmasked Estep 
Score: -16375279.000000 Penalty: 3817.947510
	Iteration 193Q: 3 clusters Score -1.637528e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66352 members 
Mstep: Class 2 contains 60089 members 
Entering Unmasked Estep 
Score: -16375262.000000 Penalty: 3817.947510
	Iteration 194Q: 3 clusters Score -1.637526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66357 members 
Mstep: Class 2 contains 60084 members 
Entering Unmasked Estep 
Score: -16375278.000000 Penalty: 3817.947510
	Iteration 195Q: 3 clusters Score -1.637528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 60078 members 
Entering Unmasked Estep 
Score: -16375273.000000 Penalty: 3817.947510
	Iteration 196Q: 3 clusters Score -1.637527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66370 members 
Mstep: Class 2 contains 60071 members 
Entering Unmasked Estep 
Score: -16375273.000000 Penalty: 3817.947510
	Iteration 197Q: 3 clusters Score -1.637527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 60062 members 
Entering Unmasked Estep 
Score: -16375255.000000 Penalty: 3817.947510
	Iteration 198Q: 3 clusters Score -1.637526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -16375263.000000 Penalty: 3817.947510
	Iteration 199Q: 3 clusters Score -1.637526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 60057 members 
Entering Unmasked Estep 
Score: -16375268.000000 Penalty: 3817.947510
	Iteration 200F: 3 clusters Score -1.637527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66387 members 
Mstep: Class 2 contains 60054 members 
Entering Unmasked Estep 
Score: -16375266.000000 Penalty: 3817.947510
	Iteration 201Q: 3 clusters Score -1.637527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66387 members 
Mstep: Class 2 contains 60054 members 
Entering Unmasked Estep 
Score: -16375266.000000 Penalty: 3817.947510
	Iteration 202F: 3 clusters Score -1.637527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Entering Unmasked Estep 
Score: -1984724.750000 Penalty: 1569.814453
	Iteration 0F: 2 clusters Score -1984725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1973874.875000 Penalty: 3139.628906
	Iteration 0F: 3 clusters Score -1973875 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1977640.625000 Penalty: 3139.628906
	Iteration 1F: 3 clusters Score -1977641 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1978011.625000 Penalty: 3139.628906
	Iteration 2F: 3 clusters Score -1978012 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1978375.500000 Penalty: 3139.628906
	Iteration 3F: 3 clusters Score -1978376 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1978791.750000 Penalty: 3139.628906
	Iteration 4F: 3 clusters Score -1978792 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1979319.500000 Penalty: 3139.628906
	Iteration 5F: 3 clusters Score -1979320 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1980047.125000 Penalty: 3139.628906
	Iteration 6F: 3 clusters Score -1980047 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1980897.250000 Penalty: 3139.628906
	Iteration 7F: 3 clusters Score -1980897 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1981670.375000 Penalty: 3139.628906
	Iteration 8F: 3 clusters Score -1981670 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1982312.500000 Penalty: 3139.628906
	Iteration 9Q: 3 clusters Score -1982312 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1982785.625000 Penalty: 3139.628906
	Iteration 10Q: 3 clusters Score -1982786 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1983067.375000 Penalty: 3139.628906
	Iteration 11Q: 3 clusters Score -1983067 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1983250.125000 Penalty: 3139.628906
	Iteration 12Q: 3 clusters Score -1983250 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1983382.375000 Penalty: 3139.628906
	Iteration 13Q: 3 clusters Score -1983382 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1983461.500000 Penalty: 3139.628906
	Iteration 14Q: 3 clusters Score -1983462 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -1983509.000000 Penalty: 3139.628906
	Iteration 15Q: 3 clusters Score -1983509 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1983539.875000 Penalty: 3139.628906
	Iteration 16Q: 3 clusters Score -1983540 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1983561.875000 Penalty: 3139.628906
	Iteration 17Q: 3 clusters Score -1983562 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -1983577.375000 Penalty: 3139.628906
	Iteration 18Q: 3 clusters Score -1983577 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1983594.375000 Penalty: 3139.628906
	Iteration 19Q: 3 clusters Score -1983594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1983608.750000 Penalty: 3139.628906
	Iteration 20F: 3 clusters Score -1983609 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1983618.125000 Penalty: 3139.628906
	Iteration 21Q: 3 clusters Score -1983618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1983627.875000 Penalty: 3139.628906
	Iteration 22Q: 3 clusters Score -1983628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1983635.375000 Penalty: 3139.628906
	Iteration 23Q: 3 clusters Score -1983635 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1983651.125000 Penalty: 3139.628906
	Iteration 24Q: 3 clusters Score -1983651 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1983660.875000 Penalty: 3139.628906
	Iteration 25Q: 3 clusters Score -1983661 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -1983669.250000 Penalty: 3139.628906
	Iteration 26Q: 3 clusters Score -1983669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1983677.750000 Penalty: 3139.628906
	Iteration 27Q: 3 clusters Score -1983678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1983683.750000 Penalty: 3139.628906
	Iteration 28Q: 3 clusters Score -1983684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -1983688.000000 Penalty: 3139.628906
	Iteration 29Q: 3 clusters Score -1983688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1983693.750000 Penalty: 3139.628906
	Iteration 30Q: 3 clusters Score -1983694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1983702.250000 Penalty: 3139.628906
	Iteration 31Q: 3 clusters Score -1983702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1983706.500000 Penalty: 3139.628906
	Iteration 32Q: 3 clusters Score -1983706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1983708.875000 Penalty: 3139.628906
	Iteration 33Q: 3 clusters Score -1983709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1983713.000000 Penalty: 3139.628906
	Iteration 34Q: 3 clusters Score -1983713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1983712.125000 Penalty: 3139.628906
	Iteration 35Q: 3 clusters Score -1983712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1983713.375000 Penalty: 3139.628906
	Iteration 36Q: 3 clusters Score -1983713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1983715.875000 Penalty: 3139.628906
	Iteration 37Q: 3 clusters Score -1983716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1983715.250000 Penalty: 3139.628906
	Iteration 38Q: 3 clusters Score -1983715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1983715.750000 Penalty: 3139.628906
	Iteration 39Q: 3 clusters Score -1983716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1983714.125000 Penalty: 3139.628906
	Iteration 40F: 3 clusters Score -1983714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1983715.750000 Penalty: 3139.628906
	Iteration 41Q: 3 clusters Score -1983716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1983717.625000 Penalty: 3139.628906
	Iteration 42Q: 3 clusters Score -1983718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1983719.750000 Penalty: 3139.628906
	Iteration 43Q: 3 clusters Score -1983720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1983719.750000 Penalty: 3139.628906
	Iteration 44F: 3 clusters Score -1983720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -59057.863281 Penalty: 1021.776978
	Iteration 0F: 2 clusters Score -59057.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57999.523438 Penalty: 2043.553955
	Iteration 0F: 3 clusters Score -57999.52 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58215.496094 Penalty: 2043.553955
	Iteration 1F: 3 clusters Score -58215.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58304.957031 Penalty: 2043.553955
	Iteration 2F: 3 clusters Score -58304.96 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58410.875000 Penalty: 2043.553955
	Iteration 3F: 3 clusters Score -58410.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -58520.109375 Penalty: 2043.553955
	Iteration 4F: 3 clusters Score -58520.11 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -58661.175781 Penalty: 2043.553955
	Iteration 5F: 3 clusters Score -58661.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -58783.945312 Penalty: 2043.553955
	Iteration 6F: 3 clusters Score -58783.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -58849.019531 Penalty: 2043.553955
	Iteration 7Q: 3 clusters Score -58849.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -58897.476562 Penalty: 2043.553955
	Iteration 8Q: 3 clusters Score -58897.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58918.609375 Penalty: 2043.553955
	Iteration 9Q: 3 clusters Score -58918.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58934.203125 Penalty: 2043.553955
	Iteration 10Q: 3 clusters Score -58934.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58944.363281 Penalty: 2043.553955
	Iteration 11Q: 3 clusters Score -58944.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58954.257812 Penalty: 2043.553955
	Iteration 12Q: 3 clusters Score -58954.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -58959.230469 Penalty: 2043.553955
	Iteration 13Q: 3 clusters Score -58959.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -58959.230469 Penalty: 2043.553955
	Iteration 14F: 3 clusters Score -58959.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 5 contains 94684 members 
Mstep: Class 8 contains 556 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 57685 members 
Mstep: Class 11 contains 17673 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 548 members 
Mstep: Class 17 contains 9802 members 
Mstep: Class 20 contains 2255 members 
Mstep: Class 22 contains 126441 members 
Mstep: Class 23 contains 15684 members 
Mstep: Class 24 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53968008.000000 Penalty: 37888.101562
Iteration 39Q: 19 clusters Score -5.396801e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 13225 members 
Mstep: Class 3 contains 280 members 
Mstep: Class 4 contains 65719 members 
Mstep: Class 5 contains 92672 members 
Mstep: Class 6 contains 153 members 
Mstep: Class 8 contains 556 members 
Mstep: Class 9 contains 836 members 
Mstep: Class 10 contains 57383 members 
Mstep: Class 11 contains 17976 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 549 members 
Mstep: Class 17 contains 9562 members 
Mstep: Class 20 contains 2256 members 
Mstep: Class 22 contains 130721 members 
Mstep: Class 23 contains 15803 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53967528.000000 Penalty: 37888.101562
Iteration 40F: 19 clusters Score -5.396753e+07 nChanged 10712
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 14382 members 
Mstep: Class 3 contains 299 members 
Mstep: Class 4 contains 66769 members 
Mstep: Class 5 contains 91042 members 
Mstep: Class 6 contains 326 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 838 members 
Mstep: Class 10 contains 57139 members 
Mstep: Class 11 contains 18092 members 
Mstep: Class 12 contains 865 members 
Mstep: Class 14 contains 488 members 
Mstep: Class 15 contains 548 members 
Mstep: Class 17 contains 9423 members 
Mstep: Class 20 contains 2259 members 
Mstep: Class 22 contains 130186 members 
Mstep: Class 23 contains 15920 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53969040.000000 Penalty: 37888.101562
Iteration 41Q: 19 clusters Score -5.396904e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 15478 members 
Mstep: Class 3 contains 297 members 
Mstep: Class 4 contains 67077 members 
Mstep: Class 5 contains 89704 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 839 members 
Mstep: Class 10 contains 57063 members 
Mstep: Class 11 contains 18359 members 
Mstep: Class 12 contains 872 members 
Mstep: Class 14 contains 494 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 17 contains 9273 members 
Mstep: Class 20 contains 2266 members 
Mstep: Class 22 contains 129859 members 
Mstep: Class 23 contains 16029 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53969864.000000 Penalty: 37888.101562
Iteration 42Q: 19 clusters Score -5.396986e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 16588 members 
Mstep: Class 3 contains 293 members 
Mstep: Class 4 contains 67168 members 
Mstep: Class 5 contains 88727 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 842 members 
Mstep: Class 10 contains 56924 members 
Mstep: Class 11 contains 18708 members 
Mstep: Class 12 contains 873 members 
Mstep: Class 14 contains 497 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 17 contains 9123 members 
Mstep: Class 20 contains 2264 members 
Mstep: Class 22 contains 129315 members 
Mstep: Class 23 contains 16158 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53971552.000000 Penalty: 37888.101562
Iteration 43Q: 19 clusters Score -5.397155e+07 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 17609 members 
Mstep: Class 3 contains 292 members 
Mstep: Class 4 contains 67282 members 
Mstep: Class 5 contains 88030 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 841 members 
Mstep: Class 10 contains 56657 members 
Mstep: Class 11 contains 19140 members 
Mstep: Class 12 contains 870 members 
Mstep: Class 14 contains 498 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 17 contains 9116 members 
Mstep: Class 20 contains 2258 members 
Mstep: Class 22 contains 128508 members 
Mstep: Class 23 contains 16272 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53973968.000000 Penalty: 37888.101562
Iteration 44Q: 19 clusters Score -5.397397e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 18628 members 
Mstep: Class 3 contains 291 members 
Mstep: Class 4 contains 67240 members 
Mstep: Class 5 contains 87476 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 839 members 
Mstep: Class 10 contains 56272 members 
Mstep: Class 11 contains 19549 members 
Mstep: Class 12 contains 871 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 17 contains 9349 members 
Mstep: Class 20 contains 2244 members 
Mstep: Class 22 contains 127703 members 
Mstep: Class 23 contains 16327 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53976136.000000 Penalty: 37888.101562
Iteration 45Q: 19 clusters Score -5.397614e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 19631 members 
Mstep: Class 3 contains 290 members 
Mstep: Class 4 contains 67109 members 
Mstep: Class 5 contains 87064 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 837 members 
Mstep: Class 10 contains 55730 members 
Mstep: Class 11 contains 19942 members 
Mstep: Class 12 contains 871 members 
Mstep: Class 14 contains 499 members 
Mstep: Class 15 contains 553 members 
Mstep: Class 17 contains 9940 members 
Mstep: Class 20 contains 2229 members 
Mstep: Class 22 contains 126746 members 
Mstep: Class 23 contains 16326 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53978732.000000 Penalty: 37888.101562
Iteration 46Q: 19 clusters Score -5.397873e+07 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 20623 members 
Mstep: Class 3 contains 289 members 
Mstep: Class 4 contains 66870 members 
Mstep: Class 5 contains 86677 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 834 members 
Mstep: Class 10 contains 55122 members 
Mstep: Class 11 contains 20314 members 
Mstep: Class 12 contains 874 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 17 contains 10820 members 
Mstep: Class 20 contains 2214 members 
Mstep: Class 22 contains 125763 members 
Mstep: Class 23 contains 16279 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53981144.000000 Penalty: 37888.101562
Iteration 47Q: 19 clusters Score -5.398114e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 21558 members 
Mstep: Class 3 contains 289 members 
Mstep: Class 4 contains 66506 members 
Mstep: Class 5 contains 86260 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 54478 members 
Mstep: Class 11 contains 20655 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 11917 members 
Mstep: Class 20 contains 2206 members 
Mstep: Class 22 contains 124855 members 
Mstep: Class 23 contains 16252 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53983180.000000 Penalty: 37888.101562
Iteration 48Q: 19 clusters Score -5.398318e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 22413 members 
Mstep: Class 3 contains 289 members 
Mstep: Class 4 contains 66103 members 
Mstep: Class 5 contains 85764 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 828 members 
Mstep: Class 10 contains 53860 members 
Mstep: Class 11 contains 20967 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 13108 members 
Mstep: Class 20 contains 2198 members 
Mstep: Class 22 contains 124024 members 
Mstep: Class 23 contains 16279 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53985128.000000 Penalty: 37888.101562
Iteration 49Q: 19 clusters Score -5.398513e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 23217 members 
Mstep: Class 3 contains 289 members 
Mstep: Class 4 contains 65660 members 
Mstep: Class 5 contains 85303 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 828 members 
Mstep: Class 10 contains 53251 members 
Mstep: Class 11 contains 21239 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 14286 members 
Mstep: Class 20 contains 2196 members 
Mstep: Class 22 contains 123240 members 
Mstep: Class 23 contains 16375 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53986680.000000 Penalty: 37888.101562
Iteration 50Q: 19 clusters Score -5.398668e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 23965 members 
Mstep: Class 3 contains 289 members 
Mstep: Class 4 contains 65241 members 
Mstep: Class 5 contains 84934 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 830 members 
Mstep: Class 10 contains 52646 members 
Mstep: Class 11 contains 21505 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 15285 members 
Mstep: Class 20 contains 2193 members 
Mstep: Class 22 contains 122555 members 
Mstep: Class 23 contains 16530 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53988036.000000 Penalty: 37888.101562
Iteration 51Q: 19 clusters Score -5.398804e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 24668 members 
Mstep: Class 3 contains 289 members 
Mstep: Class 4 contains 64773 members 
Mstep: Class 5 contains 84668 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 831 members 
Mstep: Class 10 contains 52163 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 16055 members 
Mstep: Class 20 contains 2193 members 
Mstep: Class 22 contains 122019 members 
Mstep: Class 23 contains 16719 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53989120.000000 Penalty: 37888.101562
Iteration 52Q: 19 clusters Score -5.398912e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 25247 members 
Mstep: Class 3 contains 289 members 
Mstep: Class 4 contains 64337 members 
Mstep: Class 5 contains 84486 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 831 members 
Mstep: Class 10 contains 51741 members 
Mstep: Class 11 contains 21970 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 16655 members 
Mstep: Class 20 contains 2196 members 
Mstep: Class 22 contains 121590 members 
Mstep: Class 23 contains 16930 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53989768.000000 Penalty: 37888.101562
Iteration 53Q: 19 clusters Score -5.398977e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 25716 members 
Mstep: Class 3 contains 289 members 
Mstep: Class 4 contains 63910 members 
Mstep: Class 5 contains 84410 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 826 members 
Mstep: Class 10 contains 51434 members 
Mstep: Class 11 contains 22166 members 
Mstep: Class 12 contains 879 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 17130 members 
Mstep: Class 20 contains 2206 members 
Mstep: Class 22 contains 121195 members 
Mstep: Class 23 contains 17136 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -53990348.000000 Penalty: 37888.101562
Iteration 54Q: 19 clusters Score -5.399035e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 26163 members 
Mstep: Class 3 contains 289 members 
Mstep: Class 4 contains 63533 members 
Mstep: Class 5 contains 84375 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 51150 members 
Mstep: Class 11 contains 22347 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 17494 members 
Mstep: Class 20 contains 2217 members 
Mstep: Class 22 contains 120828 members 
Mstep: Class 23 contains 17335 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 19 clusters Score -5.399093e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 26520 members 
Mstep: Class 3 contains 289 members 
Mstep: Class 4 contains 63193 members 
Mstep: Class 5 contains 84368 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 824 members 
Mstep: Class 10 contains 50933 members 
Mstep: Class 11 contains 22485 members 
Mstep: Class 12 contains 874 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 17811 members 
Mstep: Class 20 contains 2223 members 
Mstep: Class 22 contains 120530 members 
Mstep: Class 23 contains 17513 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 19 clusters Score -5.399143e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 26809 members 
Mstep: Class 3 contains 289 members 
Mstep: Class 4 contains 62891 members 
Mstep: Class 5 contains 84332 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 824 members 
Mstep: Class 10 contains 50738 members 
Mstep: Class 11 contains 22601 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 18047 members 
Mstep: Class 20 contains 2237 members 
Mstep: Class 22 contains 120370 members 
Mstep: Class 23 contains 17662 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 19 clusters Score -5.399151e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 27017 members 
Mstep: Class 3 contains 289 members 
Mstep: Class 4 contains 62680 members 
Mstep: Class 5 contains 84321 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 50555 members 
Mstep: Class 11 contains 22686 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 18230 members 
Mstep: Class 20 contains 2248 members 
Mstep: Class 22 contains 120243 members 
Mstep: Class 23 contains 17805 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
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Iteration 58Q: 19 clusters Score -5.399182e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 27187 members 
Mstep: Class 3 contains 289 members 
Mstep: Class 4 contains 62462 members 
Mstep: Class 5 contains 84303 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 822 members 
Mstep: Class 10 contains 50422 members 
Mstep: Class 11 contains 22784 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 18377 members 
Mstep: Class 20 contains 2258 members 
Mstep: Class 22 contains 120134 members 
Mstep: Class 23 contains 17930 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
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Iteration 59Q: 19 clusters Score -5.39919e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 27316 members 
Mstep: Class 3 contains 289 members 
Mstep: Class 4 contains 62253 members 
Mstep: Class 5 contains 84323 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 820 members 
Mstep: Class 10 contains 50331 members 
Mstep: Class 11 contains 22885 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 18499 members 
Mstep: Class 20 contains 2263 members 
Mstep: Class 22 contains 120030 members 
Mstep: Class 23 contains 18046 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 19 clusters Score -5.399381e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 27616 members 
Mstep: Class 3 contains 297 members 
Mstep: Class 4 contains 61628 members 
Mstep: Class 5 contains 83933 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 817 members 
Mstep: Class 10 contains 50226 members 
Mstep: Class 11 contains 22944 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 14 contains 500 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 20668 members 
Mstep: Class 20 contains 2270 members 
Mstep: Class 22 contains 118616 members 
Mstep: Class 23 contains 18117 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 19 clusters Score -5.399619e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 27815 members 
Mstep: Class 3 contains 297 members 
Mstep: Class 4 contains 60863 members 
Mstep: Class 5 contains 83288 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 551 members 
Mstep: Class 9 contains 816 members 
Mstep: Class 10 contains 50146 members 
Mstep: Class 11 contains 22930 members 
Mstep: Class 12 contains 879 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 23412 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 22 contains 117096 members 
Mstep: Class 23 contains 18262 members 
Mstep: Class 24 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 19 clusters Score -5.39991e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 27929 members 
Mstep: Class 3 contains 299 members 
Mstep: Class 4 contains 60021 members 
Mstep: Class 5 contains 82411 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 552 members 
Mstep: Class 9 contains 815 members 
Mstep: Class 10 contains 49980 members 
Mstep: Class 11 contains 22847 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 14 contains 504 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 26657 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 22 contains 115574 members 
Mstep: Class 23 contains 18479 members 
Mstep: Class 24 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 19 clusters Score -5.400224e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 27924 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 59184 members 
Mstep: Class 5 contains 81255 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 553 members 
Mstep: Class 9 contains 811 members 
Mstep: Class 10 contains 49695 members 
Mstep: Class 11 contains 22708 members 
Mstep: Class 12 contains 875 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 30541 members 
Mstep: Class 20 contains 2294 members 
Mstep: Class 22 contains 113947 members 
Mstep: Class 23 contains 18780 members 
Mstep: Class 24 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 19 clusters Score -5.40056e+07 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 27834 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 58299 members 
Mstep: Class 5 contains 79935 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 808 members 
Mstep: Class 10 contains 49267 members 
Mstep: Class 11 contains 22482 members 
Mstep: Class 12 contains 874 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 35030 members 
Mstep: Class 20 contains 2304 members 
Mstep: Class 22 contains 112244 members 
Mstep: Class 23 contains 19115 members 
Mstep: Class 24 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 19 clusters Score -5.400952e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 27693 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 57284 members 
Mstep: Class 5 contains 78495 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 807 members 
Mstep: Class 10 contains 48723 members 
Mstep: Class 11 contains 22229 members 
Mstep: Class 12 contains 877 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 40142 members 
Mstep: Class 20 contains 2316 members 
Mstep: Class 22 contains 110317 members 
Mstep: Class 23 contains 19506 members 
Mstep: Class 24 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 19 clusters Score -5.401346e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 27475 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 56489 members 
Mstep: Class 5 contains 77004 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 807 members 
Mstep: Class 10 contains 48068 members 
Mstep: Class 11 contains 21921 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 45170 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 22 contains 108545 members 
Mstep: Class 23 contains 19888 members 
Mstep: Class 24 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 19 clusters Score -5.401611e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 27239 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 55994 members 
Mstep: Class 5 contains 75532 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 806 members 
Mstep: Class 10 contains 47425 members 
Mstep: Class 11 contains 21593 members 
Mstep: Class 12 contains 874 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 49322 members 
Mstep: Class 20 contains 2346 members 
Mstep: Class 22 contains 107327 members 
Mstep: Class 23 contains 20254 members 
Mstep: Class 24 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 68Q: 19 clusters Score -5.401804e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 26968 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 55530 members 
Mstep: Class 5 contains 74057 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 806 members 
Mstep: Class 10 contains 46891 members 
Mstep: Class 11 contains 21292 members 
Mstep: Class 12 contains 870 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 52320 members 
Mstep: Class 20 contains 2375 members 
Mstep: Class 22 contains 107255 members 
Mstep: Class 23 contains 20498 members 
Mstep: Class 24 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 69Q: 19 clusters Score -5.401816e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 26753 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 55212 members 
Mstep: Class 5 contains 72848 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 804 members 
Mstep: Class 10 contains 46330 members 
Mstep: Class 11 contains 21009 members 
Mstep: Class 12 contains 868 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 54212 members 
Mstep: Class 20 contains 2407 members 
Mstep: Class 22 contains 107897 members 
Mstep: Class 23 contains 20642 members 
Mstep: Class 24 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 70Q: 19 clusters Score -5.401676e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 26594 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 55146 members 
Mstep: Class 5 contains 72064 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 802 members 
Mstep: Class 10 contains 45752 members 
Mstep: Class 11 contains 20820 members 
Mstep: Class 12 contains 867 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 55110 members 
Mstep: Class 20 contains 2438 members 
Mstep: Class 22 contains 108682 members 
Mstep: Class 23 contains 20772 members 
Mstep: Class 24 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 71Q: 19 clusters Score -5.401533e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 26455 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 55286 members 
Mstep: Class 5 contains 71711 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 801 members 
Mstep: Class 10 contains 45176 members 
Mstep: Class 11 contains 20665 members 
Mstep: Class 12 contains 869 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 55419 members 
Mstep: Class 20 contains 2485 members 
Mstep: Class 22 contains 109399 members 
Mstep: Class 23 contains 20828 members 
Mstep: Class 24 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54014232.000000 Penalty: 37888.101562
Iteration 72Q: 19 clusters Score -5.401423e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 26365 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 55565 members 
Mstep: Class 5 contains 71603 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 802 members 
Mstep: Class 10 contains 44591 members 
Mstep: Class 11 contains 20501 members 
Mstep: Class 12 contains 869 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 55634 members 
Mstep: Class 20 contains 2531 members 
Mstep: Class 22 contains 109768 members 
Mstep: Class 23 contains 20895 members 
Mstep: Class 24 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 73Q: 19 clusters Score -5.401347e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 26317 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 55918 members 
Mstep: Class 5 contains 71612 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 801 members 
Mstep: Class 10 contains 43994 members 
Mstep: Class 11 contains 20374 members 
Mstep: Class 12 contains 869 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 55653 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 22 contains 110074 members 
Mstep: Class 23 contains 20963 members 
Mstep: Class 24 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 74Q: 19 clusters Score -5.401294e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 26284 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 56298 members 
Mstep: Class 5 contains 71739 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 801 members 
Mstep: Class 10 contains 43339 members 
Mstep: Class 11 contains 20238 members 
Mstep: Class 12 contains 870 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 55650 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 22 contains 110315 members 
Mstep: Class 23 contains 21025 members 
Mstep: Class 24 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54012564.000000 Penalty: 37888.101562
Iteration 75Q: 19 clusters Score -5.401256e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 26258 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 56701 members 
Mstep: Class 5 contains 71924 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 801 members 
Mstep: Class 10 contains 42644 members 
Mstep: Class 11 contains 20132 members 
Mstep: Class 12 contains 870 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 55577 members 
Mstep: Class 20 contains 2644 members 
Mstep: Class 22 contains 110583 members 
Mstep: Class 23 contains 21046 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54012224.000000 Penalty: 37888.101562
Iteration 76Q: 19 clusters Score -5.401222e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 26247 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 57141 members 
Mstep: Class 5 contains 72121 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 802 members 
Mstep: Class 10 contains 41925 members 
Mstep: Class 11 contains 20030 members 
Mstep: Class 12 contains 870 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 55514 members 
Mstep: Class 20 contains 2699 members 
Mstep: Class 22 contains 110788 members 
Mstep: Class 23 contains 21064 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 77Q: 19 clusters Score -5.401196e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 26268 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 57598 members 
Mstep: Class 5 contains 72340 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 801 members 
Mstep: Class 10 contains 41160 members 
Mstep: Class 11 contains 19968 members 
Mstep: Class 12 contains 872 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 55464 members 
Mstep: Class 20 contains 2753 members 
Mstep: Class 22 contains 110907 members 
Mstep: Class 23 contains 21091 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
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Iteration 78Q: 19 clusters Score -5.401173e+07 nChanged 1713
Entering ConstructFrom: 
Score: -54011732.000000 Penalty: 37888.101562
Entering ConstructFrom: 
Trying to split cluster 1 (10103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Entering Unmasked Estep 
Score: -1324809.625000 Penalty: 1498.345459
	Iteration 0F: 2 clusters Score -1324810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1317548.500000 Penalty: 2996.690918
	Iteration 0F: 3 clusters Score -1317548 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1319911.500000 Penalty: 2996.690918
	Iteration 1F: 3 clusters Score -1319912 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1320136.500000 Penalty: 2996.690918
	Iteration 2F: 3 clusters Score -1320136 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1320315.250000 Penalty: 2996.690918
	Iteration 3Q: 3 clusters Score -1320315 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1320453.625000 Penalty: 2996.690918
	Iteration 4Q: 3 clusters Score -1320454 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1320583.000000 Penalty: 2996.690918
	Iteration 5Q: 3 clusters Score -1320583 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1320716.875000 Penalty: 2996.690918
	Iteration 6Q: 3 clusters Score -1320717 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1320835.500000 Penalty: 2996.690918
	Iteration 7Q: 3 clusters Score -1320836 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1320988.625000 Penalty: 2996.690918
	Iteration 8Q: 3 clusters Score -1320989 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1321152.625000 Penalty: 2996.690918
	Iteration 9Q: 3 clusters Score -1321153 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1321330.125000 Penalty: 2996.690918
	Iteration 10Q: 3 clusters Score -1321330 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1321532.250000 Penalty: 2996.690918
	Iteration 11Q: 3 clusters Score -1321532 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1321733.750000 Penalty: 2996.690918
	Iteration 12Q: 3 clusters Score -1321734 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1321960.625000 Penalty: 2996.690918
	Iteration 13Q: 3 clusters Score -1321961 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1322168.500000 Penalty: 2996.690918
	Iteration 14Q: 3 clusters Score -1322168 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1322369.375000 Penalty: 2996.690918
	Iteration 15Q: 3 clusters Score -1322369 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1322539.375000 Penalty: 2996.690918
	Iteration 16Q: 3 clusters Score -1322539 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1322676.250000 Penalty: 2996.690918
	Iteration 17Q: 3 clusters Score -1322676 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1322789.875000 Penalty: 2996.690918
	Iteration 18Q: 3 clusters Score -1322790 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1322880.125000 Penalty: 2996.690918
	Iteration 19Q: 3 clusters Score -1322880 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1322974.250000 Penalty: 2996.690918
	Iteration 20F: 3 clusters Score -1322974 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1323046.375000 Penalty: 2996.690918
	Iteration 21Q: 3 clusters Score -1323046 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1323112.375000 Penalty: 2996.690918
	Iteration 22Q: 3 clusters Score -1323112 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1323166.750000 Penalty: 2996.690918
	Iteration 23Q: 3 clusters Score -1323167 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1323223.250000 Penalty: 2996.690918
	Iteration 24Q: 3 clusters Score -1323223 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1323261.500000 Penalty: 2996.690918
	Iteration 25Q: 3 clusters Score -1323262 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1323298.500000 Penalty: 2996.690918
	Iteration 26Q: 3 clusters Score -1323298 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1323343.375000 Penalty: 2996.690918
	Iteration 27Q: 3 clusters Score -1323343 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1323397.750000 Penalty: 2996.690918
	Iteration 28Q: 3 clusters Score -1323398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1323433.625000 Penalty: 2996.690918
	Iteration 29Q: 3 clusters Score -1323434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1323453.000000 Penalty: 2996.690918
	Iteration 30Q: 3 clusters Score -1323453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1323466.750000 Penalty: 2996.690918
	Iteration 31Q: 3 clusters Score -1323467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1323481.750000 Penalty: 2996.690918
	Iteration 32Q: 3 clusters Score -1323482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1323490.125000 Penalty: 2996.690918
	Iteration 33Q: 3 clusters Score -1323490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1323500.625000 Penalty: 2996.690918
	Iteration 34Q: 3 clusters Score -1323501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1323514.000000 Penalty: 2996.690918
	Iteration 35Q: 3 clusters Score -1323514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1323518.750000 Penalty: 2996.690918
	Iteration 36Q: 3 clusters Score -1323519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1323526.125000 Penalty: 2996.690918
	Iteration 37Q: 3 clusters Score -1323526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1323532.500000 Penalty: 2996.690918
	Iteration 38Q: 3 clusters Score -1323532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1323539.250000 Penalty: 2996.690918
	Iteration 39Q: 3 clusters Score -1323539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1323540.375000 Penalty: 2996.690918
	Iteration 40F: 3 clusters Score -1323540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1323541.875000 Penalty: 2996.690918
	Iteration 41Q: 3 clusters Score -1323542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1323547.250000 Penalty: 2996.690918
	Iteration 42Q: 3 clusters Score -1323547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1323550.375000 Penalty: 2996.690918
	Iteration 43Q: 3 clusters Score -1323550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1323562.125000 Penalty: 2996.690918
	Iteration 44Q: 3 clusters Score -1323562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1323566.875000 Penalty: 2996.690918
	Iteration 45Q: 3 clusters Score -1323567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1323568.500000 Penalty: 2996.690918
	Iteration 46Q: 3 clusters Score -1323568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1323569.000000 Penalty: 2996.690918
	Iteration 47Q: 3 clusters Score -1323569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1323569.250000 Penalty: 2996.690918
	Iteration 48Q: 3 clusters Score -1323569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1323569.250000 Penalty: 2996.690918
	Iteration 49Q: 3 clusters Score -1323569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1323569.250000 Penalty: 2996.690918
	Iteration 50F: 3 clusters Score -1323569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Entering Unmasked Estep 
Score: -3450738.250000 Penalty: 1653.679077
	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 13131 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -3432920.750000 Penalty: 3307.358154
	Iteration 0F: 3 clusters Score -3432921 nChanged 12108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3439863.000000 Penalty: 3307.358154
	Iteration 1F: 3 clusters Score -3439863 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3440338.750000 Penalty: 3307.358154
	Iteration 2Q: 3 clusters Score -3440339 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3440847.000000 Penalty: 3307.358154
	Iteration 3Q: 3 clusters Score -3440847 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -3441381.750000 Penalty: 3307.358154
	Iteration 4Q: 3 clusters Score -3441382 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -3442055.500000 Penalty: 3307.358154
	Iteration 5Q: 3 clusters Score -3442056 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -3442986.500000 Penalty: 3307.358154
	Iteration 6F: 3 clusters Score -3442986 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -3444133.000000 Penalty: 3307.358154
	Iteration 7F: 3 clusters Score -3444133 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3445171.250000 Penalty: 3307.358154
	Iteration 8F: 3 clusters Score -3445171 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -3445829.250000 Penalty: 3307.358154
	Iteration 9Q: 3 clusters Score -3445829 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -3446108.500000 Penalty: 3307.358154
	Iteration 10Q: 3 clusters Score -3446108 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -3446289.000000 Penalty: 3307.358154
	Iteration 11Q: 3 clusters Score -3446289 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3446437.750000 Penalty: 3307.358154
	Iteration 12Q: 3 clusters Score -3446438 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -3446551.750000 Penalty: 3307.358154
	Iteration 13Q: 3 clusters Score -3446552 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -3446670.000000 Penalty: 3307.358154
	Iteration 14Q: 3 clusters Score -3446670 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -3446773.500000 Penalty: 3307.358154
	Iteration 15Q: 3 clusters Score -3446774 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -3446898.750000 Penalty: 3307.358154
	Iteration 16Q: 3 clusters Score -3446899 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -3447044.750000 Penalty: 3307.358154
	Iteration 17Q: 3 clusters Score -3447045 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -3447191.000000 Penalty: 3307.358154
	Iteration 18Q: 3 clusters Score -3447191 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -3447351.000000 Penalty: 3307.358154
	Iteration 19Q: 3 clusters Score -3447351 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -3447516.000000 Penalty: 3307.358154
	Iteration 20F: 3 clusters Score -3447516 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -3447703.750000 Penalty: 3307.358154
	Iteration 21Q: 3 clusters Score -3447704 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -3447895.000000 Penalty: 3307.358154
	Iteration 22Q: 3 clusters Score -3447895 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -3448054.500000 Penalty: 3307.358154
	Iteration 23Q: 3 clusters Score -3448054 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -3448199.750000 Penalty: 3307.358154
	Iteration 24Q: 3 clusters Score -3448200 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -3448323.500000 Penalty: 3307.358154
	Iteration 25Q: 3 clusters Score -3448324 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -3448422.750000 Penalty: 3307.358154
	Iteration 26Q: 3 clusters Score -3448423 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3448512.250000 Penalty: 3307.358154
	Iteration 27Q: 3 clusters Score -3448512 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -3448596.250000 Penalty: 3307.358154
	Iteration 28Q: 3 clusters Score -3448596 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -3448682.500000 Penalty: 3307.358154
	Iteration 29Q: 3 clusters Score -3448682 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -3448767.250000 Penalty: 3307.358154
	Iteration 30Q: 3 clusters Score -3448767 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -3448846.250000 Penalty: 3307.358154
	Iteration 31Q: 3 clusters Score -3448846 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -3448902.000000 Penalty: 3307.358154
	Iteration 32Q: 3 clusters Score -3448902 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -3448945.500000 Penalty: 3307.358154
	Iteration 33Q: 3 clusters Score -3448946 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3448986.750000 Penalty: 3307.358154
	Iteration 34Q: 3 clusters Score -3448987 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3449022.250000 Penalty: 3307.358154
	Iteration 35Q: 3 clusters Score -3449022 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3449049.750000 Penalty: 3307.358154
	Iteration 36Q: 3 clusters Score -3449050 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -3449079.750000 Penalty: 3307.358154
	Iteration 37Q: 3 clusters Score -3449080 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3449097.500000 Penalty: 3307.358154
	Iteration 38Q: 3 clusters Score -3449098 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -3449124.500000 Penalty: 3307.358154
	Iteration 39Q: 3 clusters Score -3449124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -3449145.750000 Penalty: 3307.358154
	Iteration 40F: 3 clusters Score -3449146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3449159.250000 Penalty: 3307.358154
	Iteration 41Q: 3 clusters Score -3449159 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -3449171.250000 Penalty: 3307.358154
	Iteration 42Q: 3 clusters Score -3449171 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -3449182.250000 Penalty: 3307.358154
	Iteration 43Q: 3 clusters Score -3449182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3449197.750000 Penalty: 3307.358154
	Iteration 44Q: 3 clusters Score -3449198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -3449216.250000 Penalty: 3307.358154
	Iteration 45Q: 3 clusters Score -3449216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -3449224.000000 Penalty: 3307.358154
	Iteration 46Q: 3 clusters Score -3449224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3449233.500000 Penalty: 3307.358154
	Iteration 47Q: 3 clusters Score -3449234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -3449247.250000 Penalty: 3307.358154
	Iteration 48Q: 3 clusters Score -3449247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -3449255.250000 Penalty: 3307.358154
	Iteration 49Q: 3 clusters Score -3449255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3449256.250000 Penalty: 3307.358154
	Iteration 50Q: 3 clusters Score -3449256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -3449261.250000 Penalty: 3307.358154
	Iteration 51Q: 3 clusters Score -3449261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -3449272.000000 Penalty: 3307.358154
	Iteration 52Q: 3 clusters Score -3449272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -3449279.500000 Penalty: 3307.358154
	Iteration 53Q: 3 clusters Score -3449280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -3449282.250000 Penalty: 3307.358154
	Iteration 54Q: 3 clusters Score -3449282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3449284.000000 Penalty: 3307.358154
	Iteration 55Q: 3 clusters Score -3449284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -3449287.250000 Penalty: 3307.358154
	Iteration 56Q: 3 clusters Score -3449287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -3449292.000000 Penalty: 3307.358154
	Iteration 57Q: 3 clusters Score -3449292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3449290.500000 Penalty: 3307.358154
	Iteration 58Q: 3 clusters Score -3449290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -3449291.500000 Penalty: 3307.358154
	Iteration 59Q: 3 clusters Score -3449292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -3449292.000000 Penalty: 3307.358154
	Iteration 60F: 3 clusters Score -3449292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -3449296.750000 Penalty: 3307.358154
	Iteration 61Q: 3 clusters Score -3449297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -3449299.500000 Penalty: 3307.358154
	Iteration 62Q: 3 clusters Score -3449300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3449296.250000 Penalty: 3307.358154
	Iteration 63Q: 3 clusters Score -3449296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -3449303.000000 Penalty: 3307.358154
	Iteration 64Q: 3 clusters Score -3449303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -3449313.500000 Penalty: 3307.358154
	Iteration 65Q: 3 clusters Score -3449314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -3449314.000000 Penalty: 3307.358154
	Iteration 66Q: 3 clusters Score -3449314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -3449316.000000 Penalty: 3307.358154
	Iteration 67Q: 3 clusters Score -3449316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -3449316.250000 Penalty: 3307.358154
	Iteration 68Q: 3 clusters Score -3449316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -3449318.250000 Penalty: 3307.358154
	Iteration 69Q: 3 clusters Score -3449318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -3449321.000000 Penalty: 3307.358154
	Iteration 70Q: 3 clusters Score -3449321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -3449322.750000 Penalty: 3307.358154
	Iteration 71Q: 3 clusters Score -3449323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -3449322.500000 Penalty: 3307.358154
	Iteration 72Q: 3 clusters Score -3449322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -3449327.500000 Penalty: 3307.358154
	Iteration 73Q: 3 clusters Score -3449328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -3449329.750000 Penalty: 3307.358154
	Iteration 74Q: 3 clusters Score -3449330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -3449327.500000 Penalty: 3307.358154
	Iteration 75Q: 3 clusters Score -3449328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -3449330.750000 Penalty: 3307.358154
	Iteration 76Q: 3 clusters Score -3449331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -3449331.250000 Penalty: 3307.358154
	Iteration 77Q: 3 clusters Score -3449331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -3449331.250000 Penalty: 3307.358154
	Iteration 78F: 3 clusters Score -3449331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Entering Unmasked Estep 
Score: -13540.550781 Penalty: 926.864685
	Iteration 0F: 2 clusters Score -13540.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12889.114258 Penalty: 1853.729370
	Iteration 0F: 3 clusters Score -12889.11 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13206.266602 Penalty: 1853.729370
	Iteration 1F: 3 clusters Score -13206.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13343.345703 Penalty: 1853.729370
	Iteration 2F: 3 clusters Score -13343.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13394.415039 Penalty: 1853.729370
	Iteration 3F: 3 clusters Score -13394.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13421.493164 Penalty: 1853.729370
	Iteration 4Q: 3 clusters Score -13421.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13442.838867 Penalty: 1853.729370
	Iteration 5Q: 3 clusters Score -13442.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13476.796875 Penalty: 1853.729370
	Iteration 6Q: 3 clusters Score -13476.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13494.141602 Penalty: 1853.729370
	Iteration 7Q: 3 clusters Score -13494.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -13501.317383 Penalty: 1853.729370
	Iteration 8Q: 3 clusters Score -13501.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13503.239258 Penalty: 1853.729370
	Iteration 9Q: 3 clusters Score -13503.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -13503.239258 Penalty: 1853.729370
	Iteration 10F: 3 clusters Score -13503.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Entering Unmasked Estep 
Score: -7609134.000000 Penalty: 1782.278931
	Iteration 0F: 2 clusters Score -7609134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -7571153.500000 Penalty: 3564.557861
	Iteration 0F: 3 clusters Score -7571154 nChanged 27506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -7587183.500000 Penalty: 3564.557861
	Iteration 1F: 3 clusters Score -7587184 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -7588193.000000 Penalty: 3564.557861
	Iteration 2Q: 3 clusters Score -7588193 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -7589612.500000 Penalty: 3564.557861
	Iteration 3F: 3 clusters Score -7589612 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -7591607.500000 Penalty: 3564.557861
	Iteration 4F: 3 clusters Score -7591608 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -7594047.500000 Penalty: 3564.557861
	Iteration 5F: 3 clusters Score -7594048 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -7596946.000000 Penalty: 3564.557861
	Iteration 6F: 3 clusters Score -7596946 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -7600040.500000 Penalty: 3564.557861
	Iteration 7F: 3 clusters Score -7600040 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -7602811.000000 Penalty: 3564.557861
	Iteration 8F: 3 clusters Score -7602811 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54925 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -7604855.000000 Penalty: 3564.557861
	Iteration 9Q: 3 clusters Score -7604855 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -7606154.000000 Penalty: 3564.557861
	Iteration 10Q: 3 clusters Score -7606154 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57118 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7606900.000000 Penalty: 3564.557861
	Iteration 11Q: 3 clusters Score -7606900 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57411 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7607228.000000 Penalty: 3564.557861
	Iteration 12Q: 3 clusters Score -7607228 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57543 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7607384.000000 Penalty: 3564.557861
	Iteration 13Q: 3 clusters Score -7607384 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57600 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7607470.500000 Penalty: 3564.557861
	Iteration 14Q: 3 clusters Score -7607470 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57617 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7607513.000000 Penalty: 3564.557861
	Iteration 15Q: 3 clusters Score -7607513 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57630 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7607530.500000 Penalty: 3564.557861
	Iteration 16Q: 3 clusters Score -7607530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57635 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7607570.000000 Penalty: 3564.557861
	Iteration 17Q: 3 clusters Score -7607570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7607589.000000 Penalty: 3564.557861
	Iteration 18Q: 3 clusters Score -7607589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57639 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7607608.500000 Penalty: 3564.557861
	Iteration 19Q: 3 clusters Score -7607608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57635 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7607620.500000 Penalty: 3564.557861
	Iteration 20F: 3 clusters Score -7607620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57633 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7607626.000000 Penalty: 3564.557861
	Iteration 21Q: 3 clusters Score -7607626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7607632.500000 Penalty: 3564.557861
	Iteration 22Q: 3 clusters Score -7607632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7607633.000000 Penalty: 3564.557861
	Iteration 23Q: 3 clusters Score -7607633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57625 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7607630.000000 Penalty: 3564.557861
	Iteration 24Q: 3 clusters Score -7607630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7607629.500000 Penalty: 3564.557861
	Iteration 25Q: 3 clusters Score -7607630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7607635.500000 Penalty: 3564.557861
	Iteration 26Q: 3 clusters Score -7607636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7607638.000000 Penalty: 3564.557861
	Iteration 27Q: 3 clusters Score -7607638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7607641.000000 Penalty: 3564.557861
	Iteration 28Q: 3 clusters Score -7607641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7607645.500000 Penalty: 3564.557861
	Iteration 29Q: 3 clusters Score -7607646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7607645.000000 Penalty: 3564.557861
	Iteration 30Q: 3 clusters Score -7607645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7607645.000000 Penalty: 3564.557861
	Iteration 31F: 3 clusters Score -7607645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (72523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72523 members 
Entering Unmasked Estep 
Score: -9391690.000000 Penalty: 1818.644531
	Iteration 0F: 2 clusters Score -9391690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -9345474.000000 Penalty: 3637.289062
	Iteration 0F: 3 clusters Score -9345474 nChanged 34432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -9365405.000000 Penalty: 3637.289062
	Iteration 1F: 3 clusters Score -9365405 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -9366714.000000 Penalty: 3637.289062
	Iteration 2Q: 3 clusters Score -9366714 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -9368562.000000 Penalty: 3637.289062
	Iteration 3F: 3 clusters Score -9368562 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -9371360.000000 Penalty: 3637.289062
	Iteration 4F: 3 clusters Score -9371360 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -9375149.000000 Penalty: 3637.289062
	Iteration 5F: 3 clusters Score -9375149 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53738 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -9379233.000000 Penalty: 3637.289062
	Iteration 6F: 3 clusters Score -9379233 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -9382820.000000 Penalty: 3637.289062
	Iteration 7F: 3 clusters Score -9382820 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -9385386.000000 Penalty: 3637.289062
	Iteration 8Q: 3 clusters Score -9385386 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60580 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -9387023.000000 Penalty: 3637.289062
	Iteration 9Q: 3 clusters Score -9387023 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -9388254.000000 Penalty: 3637.289062
	Iteration 10Q: 3 clusters Score -9388254 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62076 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -9389125.000000 Penalty: 3637.289062
	Iteration 11Q: 3 clusters Score -9389125 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62438 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -9389928.000000 Penalty: 3637.289062
	Iteration 12Q: 3 clusters Score -9389928 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -9390505.000000 Penalty: 3637.289062
	Iteration 13Q: 3 clusters Score -9390505 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -9390880.000000 Penalty: 3637.289062
	Iteration 14Q: 3 clusters Score -9390880 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -9391065.000000 Penalty: 3637.289062
	Iteration 15Q: 3 clusters Score -9391065 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62272 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -9391278.000000 Penalty: 3637.289062
	Iteration 16Q: 3 clusters Score -9391278 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61974 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -9391351.000000 Penalty: 3637.289062
	Iteration 17Q: 3 clusters Score -9391351 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61649 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -9391468.000000 Penalty: 3637.289062
	Iteration 18Q: 3 clusters Score -9391468 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61336 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -9391556.000000 Penalty: 3637.289062
	Iteration 19Q: 3 clusters Score -9391556 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -9391627.000000 Penalty: 3637.289062
	Iteration 20F: 3 clusters Score -9391627 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60679 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -9391750.000000 Penalty: 3637.289062
	Iteration 21Q: 3 clusters Score -9391750 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60354 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -9391819.000000 Penalty: 3637.289062
	Iteration 22Q: 3 clusters Score -9391819 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60038 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -9391910.000000 Penalty: 3637.289062
	Iteration 23Q: 3 clusters Score -9391910 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -9391913.000000 Penalty: 3637.289062
	Iteration 24Q: 3 clusters Score -9391913 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -9391992.000000 Penalty: 3637.289062
	Iteration 25Q: 3 clusters Score -9391992 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -9392060.000000 Penalty: 3637.289062
	Iteration 26Q: 3 clusters Score -9392060 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58730 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -9392091.000000 Penalty: 3637.289062
	Iteration 27Q: 3 clusters Score -9392091 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -9392160.000000 Penalty: 3637.289062
	Iteration 28Q: 3 clusters Score -9392160 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -9392225.000000 Penalty: 3637.289062
	Iteration 29Q: 3 clusters Score -9392225 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57789 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9392291 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57484 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -9392338.000000 Penalty: 3637.289062
	Iteration 31Q: 3 clusters Score -9392338 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57222 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9392387 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56963 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -9392466.000000 Penalty: 3637.289062
	Iteration 33Q: 3 clusters Score -9392466 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -9392535.000000 Penalty: 3637.289062
	Iteration 34Q: 3 clusters Score -9392535 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56426 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -9392582.000000 Penalty: 3637.289062
	Iteration 35Q: 3 clusters Score -9392582 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56186 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -9392625.000000 Penalty: 3637.289062
	Iteration 36Q: 3 clusters Score -9392625 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55953 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -9392657.000000 Penalty: 3637.289062
	Iteration 37Q: 3 clusters Score -9392657 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -9392669.000000 Penalty: 3637.289062
	Iteration 38Q: 3 clusters Score -9392669 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -9392672.000000 Penalty: 3637.289062
	Iteration 39Q: 3 clusters Score -9392672 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -9392688.000000 Penalty: 3637.289062
	Iteration 40F: 3 clusters Score -9392688 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -9392695.000000 Penalty: 3637.289062
	Iteration 41Q: 3 clusters Score -9392695 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -9392701.000000 Penalty: 3637.289062
	Iteration 42Q: 3 clusters Score -9392701 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -9392676.000000 Penalty: 3637.289062
	Iteration 43Q: 3 clusters Score -9392676 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -9392682.000000 Penalty: 3637.289062
	Iteration 44Q: 3 clusters Score -9392682 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54639 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -9392685.000000 Penalty: 3637.289062
	Iteration 45Q: 3 clusters Score -9392685 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -9392699.000000 Penalty: 3637.289062
	Iteration 46Q: 3 clusters Score -9392699 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54443 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -9392706.000000 Penalty: 3637.289062
	Iteration 47Q: 3 clusters Score -9392706 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -9392698.000000 Penalty: 3637.289062
	Iteration 48Q: 3 clusters Score -9392698 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -9392688.000000 Penalty: 3637.289062
	Iteration 49Q: 3 clusters Score -9392688 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -9392722.000000 Penalty: 3637.289062
	Iteration 50Q: 3 clusters Score -9392722 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -9392733.000000 Penalty: 3637.289062
	Iteration 51Q: 3 clusters Score -9392733 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -9392756.000000 Penalty: 3637.289062
	Iteration 52Q: 3 clusters Score -9392756 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54024 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -9392742.000000 Penalty: 3637.289062
	Iteration 53Q: 3 clusters Score -9392742 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -9392751.000000 Penalty: 3637.289062
	Iteration 54Q: 3 clusters Score -9392751 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -9392772.000000 Penalty: 3637.289062
	Iteration 55Q: 3 clusters Score -9392772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -9392761.000000 Penalty: 3637.289062
	Iteration 56Q: 3 clusters Score -9392761 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -9392756.000000 Penalty: 3637.289062
	Iteration 57Q: 3 clusters Score -9392756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -9392744.000000 Penalty: 3637.289062
	Iteration 58Q: 3 clusters Score -9392744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -9392759.000000 Penalty: 3637.289062
	Iteration 59Q: 3 clusters Score -9392759 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -9392762.000000 Penalty: 3637.289062
	Iteration 60F: 3 clusters Score -9392762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -9392756.000000 Penalty: 3637.289062
	Iteration 61Q: 3 clusters Score -9392756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -9392774.000000 Penalty: 3637.289062
	Iteration 62Q: 3 clusters Score -9392774 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -9392778.000000 Penalty: 3637.289062
	Iteration 63Q: 3 clusters Score -9392778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -9392772.000000 Penalty: 3637.289062
	Iteration 64Q: 3 clusters Score -9392772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -9392789.000000 Penalty: 3637.289062
	Iteration 65Q: 3 clusters Score -9392789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -9392784.000000 Penalty: 3637.289062
	Iteration 66Q: 3 clusters Score -9392784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -9392777.000000 Penalty: 3637.289062
	Iteration 67Q: 3 clusters Score -9392777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -9392774.000000 Penalty: 3637.289062
	Iteration 68Q: 3 clusters Score -9392774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53454 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -9392771.000000 Penalty: 3637.289062
	Iteration 69Q: 3 clusters Score -9392771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -9392759.000000 Penalty: 3637.289062
	Iteration 70Q: 3 clusters Score -9392759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53430 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -9392762.000000 Penalty: 3637.289062
	Iteration 71Q: 3 clusters Score -9392762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -9392768.000000 Penalty: 3637.289062
	Iteration 72Q: 3 clusters Score -9392768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -9392776.000000 Penalty: 3637.289062
	Iteration 73Q: 3 clusters Score -9392776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -9392771.000000 Penalty: 3637.289062
	Iteration 74Q: 3 clusters Score -9392771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -9392769.000000 Penalty: 3637.289062
	Iteration 75Q: 3 clusters Score -9392769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -9392779.000000 Penalty: 3637.289062
	Iteration 76Q: 3 clusters Score -9392779 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -9392791.000000 Penalty: 3637.289062
	Iteration 77Q: 3 clusters Score -9392791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -9392774.000000 Penalty: 3637.289062
	Iteration 78Q: 3 clusters Score -9392774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -9392772.000000 Penalty: 3637.289062
	Iteration 79Q: 3 clusters Score -9392772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -9392775.000000 Penalty: 3637.289062
	Iteration 80F: 3 clusters Score -9392775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -9392775.000000 Penalty: 3637.289062
	Iteration 81Q: 3 clusters Score -9392775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -9392776.000000 Penalty: 3637.289062
	Iteration 82Q: 3 clusters Score -9392776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -9392782.000000 Penalty: 3637.289062
	Iteration 83Q: 3 clusters Score -9392782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -9392783.000000 Penalty: 3637.289062
	Iteration 84Q: 3 clusters Score -9392783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -9392778.000000 Penalty: 3637.289062
	Iteration 85Q: 3 clusters Score -9392778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -9392791.000000 Penalty: 3637.289062
	Iteration 86Q: 3 clusters Score -9392791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -9392784.000000 Penalty: 3637.289062
	Iteration 87Q: 3 clusters Score -9392784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -9392786.000000 Penalty: 3637.289062
	Iteration 88Q: 3 clusters Score -9392786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -9392803.000000 Penalty: 3637.289062
	Iteration 89Q: 3 clusters Score -9392803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -9392794.000000 Penalty: 3637.289062
	Iteration 90Q: 3 clusters Score -9392794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -9392802.000000 Penalty: 3637.289062
	Iteration 91Q: 3 clusters Score -9392802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -9392815.000000 Penalty: 3637.289062
	Iteration 92Q: 3 clusters Score -9392815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -9392810.000000 Penalty: 3637.289062
	Iteration 93Q: 3 clusters Score -9392810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -9392816.000000 Penalty: 3637.289062
	Iteration 94Q: 3 clusters Score -9392816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -9392816.000000 Penalty: 3637.289062
	Iteration 95Q: 3 clusters Score -9392816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -9392818.000000 Penalty: 3637.289062
	Iteration 96Q: 3 clusters Score -9392818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53043 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -9392813.000000 Penalty: 3637.289062
	Iteration 97Q: 3 clusters Score -9392813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53031 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -9392813.000000 Penalty: 3637.289062
	Iteration 98Q: 3 clusters Score -9392813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -9392816.000000 Penalty: 3637.289062
	Iteration 99Q: 3 clusters Score -9392816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53006 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -9392819.000000 Penalty: 3637.289062
	Iteration 100F: 3 clusters Score -9392819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -9392818.000000 Penalty: 3637.289062
	Iteration 101Q: 3 clusters Score -9392818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -9392820.000000 Penalty: 3637.289062
	Iteration 102Q: 3 clusters Score -9392820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -9392822.000000 Penalty: 3637.289062
	Iteration 103Q: 3 clusters Score -9392822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -9392829.000000 Penalty: 3637.289062
	Iteration 104Q: 3 clusters Score -9392829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52961 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -9392834.000000 Penalty: 3637.289062
	Iteration 105Q: 3 clusters Score -9392834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -9392831.000000 Penalty: 3637.289062
	Iteration 106Q: 3 clusters Score -9392831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -9392832.000000 Penalty: 3637.289062
	Iteration 107Q: 3 clusters Score -9392832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -9392832.000000 Penalty: 3637.289062
	Iteration 108F: 3 clusters Score -9392832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 26278 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 57981 members 
Mstep: Class 5 contains 52955 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 19568 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 801 members 
Mstep: Class 10 contains 40496 members 
Mstep: Class 11 contains 19939 members 
Mstep: Class 12 contains 873 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 55439 members 
Mstep: Class 20 contains 2799 members 
Mstep: Class 22 contains 111008 members 
Mstep: Class 23 contains 21106 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
Score: -54012772.000000 Penalty: 39992.996094
Splitting cluster 5 changes total score from -54011732.000000 to -54012772.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 6 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -51917.058594 Penalty: 939.871643
	Iteration 0F: 2 clusters Score -51917.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -50976.453125 Penalty: 1879.743286
	Iteration 0F: 3 clusters Score -50976.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -51065.492188 Penalty: 1879.743286
	Iteration 1F: 3 clusters Score -51065.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -51093.843750 Penalty: 1879.743286
	Iteration 2Q: 3 clusters Score -51093.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -51103.394531 Penalty: 1879.743286
	Iteration 3Q: 3 clusters Score -51103.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -51113.882812 Penalty: 1879.743286
	Iteration 4Q: 3 clusters Score -51113.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -51124.386719 Penalty: 1879.743286
	Iteration 5Q: 3 clusters Score -51124.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51126.617188 Penalty: 1879.743286
	Iteration 6Q: 3 clusters Score -51126.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51126.617188 Penalty: 1879.743286
	Iteration 7F: 3 clusters Score -51126.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -54273.546875 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -54273.55 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 260 members 
Entering Unmasked Estep 
Score: -53202.937500 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -53202.94 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53381.078125 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -53381.08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53463.808594 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -53463.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53494.292969 Penalty: 2053.078613
	Iteration 3F: 3 clusters Score -53494.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53507.179688 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -53507.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53509.679688 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -53509.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53517.804688 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -53517.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53532.039062 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -53532.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53538.097656 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -53538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53543.195312 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -53543.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53544.957031 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -53544.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53548.640625 Penalty: 2053.078613
	Iteration 11Q: 3 clusters Score -53548.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -53551.695312 Penalty: 2053.078613
	Iteration 12Q: 3 clusters Score -53551.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53563.851562 Penalty: 2053.078613
	Iteration 13Q: 3 clusters Score -53563.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53567.605469 Penalty: 2053.078613
	Iteration 14Q: 3 clusters Score -53567.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53576.234375 Penalty: 2053.078613
	Iteration 15Q: 3 clusters Score -53576.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53586.519531 Penalty: 2053.078613
	Iteration 16Q: 3 clusters Score -53586.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -53590.855469 Penalty: 2053.078613
	Iteration 17Q: 3 clusters Score -53590.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -53594.312500 Penalty: 2053.078613
	Iteration 18Q: 3 clusters Score -53594.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53595.968750 Penalty: 2053.078613
	Iteration 19Q: 3 clusters Score -53595.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53595.968750 Penalty: 2053.078613
	Iteration 20F: 3 clusters Score -53595.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -104328.039062 Penalty: 1086.452393
	Iteration 0F: 2 clusters Score -104328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -103000.273438 Penalty: 2172.904785
	Iteration 0F: 3 clusters Score -103000.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -103235.679688 Penalty: 2172.904785
	Iteration 1F: 3 clusters Score -103235.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -103329.335938 Penalty: 2172.904785
	Iteration 2F: 3 clusters Score -103329.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -103401.218750 Penalty: 2172.904785
	Iteration 3F: 3 clusters Score -103401.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -103443.828125 Penalty: 2172.904785
	Iteration 4Q: 3 clusters Score -103443.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -103477.414062 Penalty: 2172.904785
	Iteration 5Q: 3 clusters Score -103477.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -103506.648438 Penalty: 2172.904785
	Iteration 6Q: 3 clusters Score -103506.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -103518.320312 Penalty: 2172.904785
	Iteration 7Q: 3 clusters Score -103518.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -103529.414062 Penalty: 2172.904785
	Iteration 8Q: 3 clusters Score -103529.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -103540.257812 Penalty: 2172.904785
	Iteration 9Q: 3 clusters Score -103540.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -103549.695312 Penalty: 2172.904785
	Iteration 10Q: 3 clusters Score -103549.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -103568.359375 Penalty: 2172.904785
	Iteration 11Q: 3 clusters Score -103568.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -103584.554688 Penalty: 2172.904785
	Iteration 12Q: 3 clusters Score -103584.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -103598.773438 Penalty: 2172.904785
	Iteration 13Q: 3 clusters Score -103598.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -103604.929688 Penalty: 2172.904785
	Iteration 14Q: 3 clusters Score -103604.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -103611.140625 Penalty: 2172.904785
	Iteration 15Q: 3 clusters Score -103611.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -103620.828125 Penalty: 2172.904785
	Iteration 16Q: 3 clusters Score -103620.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -103625.507812 Penalty: 2172.904785
	Iteration 17Q: 3 clusters Score -103625.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -103628.195312 Penalty: 2172.904785
	Iteration 18Q: 3 clusters Score -103628.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -103628.195312 Penalty: 2172.904785
	Iteration 19F: 3 clusters Score -103628.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Entering Unmasked Estep 
Score: -5325945.500000 Penalty: 1723.955688
	Iteration 0F: 2 clusters Score -5325946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -5298857.500000 Penalty: 3447.911377
	Iteration 0F: 3 clusters Score -5298858 nChanged 18958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -5309493.500000 Penalty: 3447.911377
	Iteration 1F: 3 clusters Score -5309494 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -5310107.500000 Penalty: 3447.911377
	Iteration 2Q: 3 clusters Score -5310108 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -5311100.500000 Penalty: 3447.911377
	Iteration 3Q: 3 clusters Score -5311100 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -5312494.000000 Penalty: 3447.911377
	Iteration 4Q: 3 clusters Score -5312494 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -5314148.000000 Penalty: 3447.911377
	Iteration 5F: 3 clusters Score -5314148 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -5315890.500000 Penalty: 3447.911377
	Iteration 6F: 3 clusters Score -5315890 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -5317693.500000 Penalty: 3447.911377
	Iteration 7F: 3 clusters Score -5317694 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -5319250.000000 Penalty: 3447.911377
	Iteration 8F: 3 clusters Score -5319250 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -5320348.500000 Penalty: 3447.911377
	Iteration 9Q: 3 clusters Score -5320348 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -5321140.000000 Penalty: 3447.911377
	Iteration 10Q: 3 clusters Score -5321140 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -5321728.000000 Penalty: 3447.911377
	Iteration 11Q: 3 clusters Score -5321728 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -5322221.000000 Penalty: 3447.911377
	Iteration 12Q: 3 clusters Score -5322221 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -5322621.000000 Penalty: 3447.911377
	Iteration 13Q: 3 clusters Score -5322621 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -5322885.000000 Penalty: 3447.911377
	Iteration 14Q: 3 clusters Score -5322885 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -5323083.500000 Penalty: 3447.911377
	Iteration 15Q: 3 clusters Score -5323084 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -5323272.000000 Penalty: 3447.911377
	Iteration 16Q: 3 clusters Score -5323272 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -5323410.000000 Penalty: 3447.911377
	Iteration 17Q: 3 clusters Score -5323410 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -5323549.500000 Penalty: 3447.911377
	Iteration 18Q: 3 clusters Score -5323550 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -5323669.500000 Penalty: 3447.911377
	Iteration 19Q: 3 clusters Score -5323670 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -5323798.500000 Penalty: 3447.911377
	Iteration 20F: 3 clusters Score -5323798 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -5323894.000000 Penalty: 3447.911377
	Iteration 21Q: 3 clusters Score -5323894 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -5323988.000000 Penalty: 3447.911377
	Iteration 22Q: 3 clusters Score -5323988 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -5324061.500000 Penalty: 3447.911377
	Iteration 23Q: 3 clusters Score -5324062 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -5324124.500000 Penalty: 3447.911377
	Iteration 24Q: 3 clusters Score -5324124 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -5324175.000000 Penalty: 3447.911377
	Iteration 25Q: 3 clusters Score -5324175 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -5324211.000000 Penalty: 3447.911377
	Iteration 26Q: 3 clusters Score -5324211 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -5324238.000000 Penalty: 3447.911377
	Iteration 27Q: 3 clusters Score -5324238 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -5324281.000000 Penalty: 3447.911377
	Iteration 28Q: 3 clusters Score -5324281 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -5324321.000000 Penalty: 3447.911377
	Iteration 29Q: 3 clusters Score -5324321 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -5324334.500000 Penalty: 3447.911377
	Iteration 30Q: 3 clusters Score -5324334 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -5324358.500000 Penalty: 3447.911377
	Iteration 31Q: 3 clusters Score -5324358 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -5324386.500000 Penalty: 3447.911377
	Iteration 32Q: 3 clusters Score -5324386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -5324409.500000 Penalty: 3447.911377
	Iteration 33Q: 3 clusters Score -5324410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -5324413.500000 Penalty: 3447.911377
	Iteration 34Q: 3 clusters Score -5324414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -5324428.500000 Penalty: 3447.911377
	Iteration 35Q: 3 clusters Score -5324428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -5324435.000000 Penalty: 3447.911377
	Iteration 36Q: 3 clusters Score -5324435 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -5324446.500000 Penalty: 3447.911377
	Iteration 37Q: 3 clusters Score -5324446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -5324455.000000 Penalty: 3447.911377
	Iteration 38Q: 3 clusters Score -5324455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -5324454.500000 Penalty: 3447.911377
	Iteration 39Q: 3 clusters Score -5324454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -5324464.000000 Penalty: 3447.911377
	Iteration 40F: 3 clusters Score -5324464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -5324472.000000 Penalty: 3447.911377
	Iteration 41Q: 3 clusters Score -5324472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -5324475.000000 Penalty: 3447.911377
	Iteration 42Q: 3 clusters Score -5324475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -5324482.500000 Penalty: 3447.911377
	Iteration 43Q: 3 clusters Score -5324482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -5324487.500000 Penalty: 3447.911377
	Iteration 44Q: 3 clusters Score -5324488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -5324496.500000 Penalty: 3447.911377
	Iteration 45Q: 3 clusters Score -5324496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -5324504.000000 Penalty: 3447.911377
	Iteration 46Q: 3 clusters Score -5324504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -5324510.000000 Penalty: 3447.911377
	Iteration 47Q: 3 clusters Score -5324510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -5324515.500000 Penalty: 3447.911377
	Iteration 48Q: 3 clusters Score -5324516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -5324522.500000 Penalty: 3447.911377
	Iteration 49Q: 3 clusters Score -5324522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -5324527.500000 Penalty: 3447.911377
	Iteration 50Q: 3 clusters Score -5324528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -5324536.000000 Penalty: 3447.911377
	Iteration 51Q: 3 clusters Score -5324536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -5324544.500000 Penalty: 3447.911377
	Iteration 52Q: 3 clusters Score -5324544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -5324547.000000 Penalty: 3447.911377
	Iteration 53Q: 3 clusters Score -5324547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -5324557.500000 Penalty: 3447.911377
	Iteration 54Q: 3 clusters Score -5324558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -5324552.000000 Penalty: 3447.911377
	Iteration 55Q: 3 clusters Score -5324552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -5324551.000000 Penalty: 3447.911377
	Iteration 56Q: 3 clusters Score -5324551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -5324552.500000 Penalty: 3447.911377
	Iteration 57Q: 3 clusters Score -5324552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -5324559.000000 Penalty: 3447.911377
	Iteration 58Q: 3 clusters Score -5324559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -5324564.000000 Penalty: 3447.911377
	Iteration 59Q: 3 clusters Score -5324564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -5324560.500000 Penalty: 3447.911377
	Iteration 60F: 3 clusters Score -5324560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -5324559.500000 Penalty: 3447.911377
	Iteration 61Q: 3 clusters Score -5324560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -5324566.000000 Penalty: 3447.911377
	Iteration 62Q: 3 clusters Score -5324566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -5324570.500000 Penalty: 3447.911377
	Iteration 63Q: 3 clusters Score -5324570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -5324574.500000 Penalty: 3447.911377
	Iteration 64Q: 3 clusters Score -5324574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -5324569.500000 Penalty: 3447.911377
	Iteration 65Q: 3 clusters Score -5324570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -5324571.500000 Penalty: 3447.911377
	Iteration 66Q: 3 clusters Score -5324572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -5324571.500000 Penalty: 3447.911377
	Iteration 67Q: 3 clusters Score -5324572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -5324568.000000 Penalty: 3447.911377
	Iteration 68Q: 3 clusters Score -5324568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -5324571.500000 Penalty: 3447.911377
	Iteration 69Q: 3 clusters Score -5324572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -5324573.500000 Penalty: 3447.911377
	Iteration 70Q: 3 clusters Score -5324574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -5324576.000000 Penalty: 3447.911377
	Iteration 71Q: 3 clusters Score -5324576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -5324576.000000 Penalty: 3447.911377
	Iteration 72Q: 3 clusters Score -5324576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -5324576.500000 Penalty: 3447.911377
	Iteration 73Q: 3 clusters Score -5324576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -5324580.500000 Penalty: 3447.911377
	Iteration 74Q: 3 clusters Score -5324580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -5324580.000000 Penalty: 3447.911377
	Iteration 75Q: 3 clusters Score -5324580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -5324582.000000 Penalty: 3447.911377
	Iteration 76Q: 3 clusters Score -5324582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -5324582.000000 Penalty: 3447.911377
	Iteration 77F: 3 clusters Score -5324582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Entering Unmasked Estep 
Score: -2611429.750000 Penalty: 1608.820312
	Iteration 0F: 2 clusters Score -2611430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2597773.500000 Penalty: 3217.640625
	Iteration 0F: 3 clusters Score -2597774 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2602652.750000 Penalty: 3217.640625
	Iteration 1F: 3 clusters Score -2602653 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2602917.000000 Penalty: 3217.640625
	Iteration 2Q: 3 clusters Score -2602917 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2603115.500000 Penalty: 3217.640625
	Iteration 3Q: 3 clusters Score -2603116 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2603294.500000 Penalty: 3217.640625
	Iteration 4Q: 3 clusters Score -2603294 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2603484.750000 Penalty: 3217.640625
	Iteration 5Q: 3 clusters Score -2603485 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2603720.000000 Penalty: 3217.640625
	Iteration 6Q: 3 clusters Score -2603720 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2603993.500000 Penalty: 3217.640625
	Iteration 7Q: 3 clusters Score -2603994 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2604381.750000 Penalty: 3217.640625
	Iteration 8Q: 3 clusters Score -2604382 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2604871.000000 Penalty: 3217.640625
	Iteration 9Q: 3 clusters Score -2604871 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2605487.000000 Penalty: 3217.640625
	Iteration 10Q: 3 clusters Score -2605487 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2606214.250000 Penalty: 3217.640625
	Iteration 11Q: 3 clusters Score -2606214 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2606999.750000 Penalty: 3217.640625
	Iteration 12Q: 3 clusters Score -2607000 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2607558.000000 Penalty: 3217.640625
	Iteration 13Q: 3 clusters Score -2607558 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2607913.750000 Penalty: 3217.640625
	Iteration 14Q: 3 clusters Score -2607914 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2608104.000000 Penalty: 3217.640625
	Iteration 15Q: 3 clusters Score -2608104 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2608221.750000 Penalty: 3217.640625
	Iteration 16Q: 3 clusters Score -2608222 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2608314.000000 Penalty: 3217.640625
	Iteration 17Q: 3 clusters Score -2608314 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2608410.500000 Penalty: 3217.640625
	Iteration 18Q: 3 clusters Score -2608410 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2608501.750000 Penalty: 3217.640625
	Iteration 19Q: 3 clusters Score -2608502 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2608562.250000 Penalty: 3217.640625
	Iteration 20F: 3 clusters Score -2608562 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2608627.500000 Penalty: 3217.640625
	Iteration 21Q: 3 clusters Score -2608628 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2608698.500000 Penalty: 3217.640625
	Iteration 22Q: 3 clusters Score -2608698 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2608764.250000 Penalty: 3217.640625
	Iteration 23Q: 3 clusters Score -2608764 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2608855.500000 Penalty: 3217.640625
	Iteration 24Q: 3 clusters Score -2608856 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2608955.500000 Penalty: 3217.640625
	Iteration 25Q: 3 clusters Score -2608956 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2609044.500000 Penalty: 3217.640625
	Iteration 26Q: 3 clusters Score -2609044 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2609128.500000 Penalty: 3217.640625
	Iteration 27Q: 3 clusters Score -2609128 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2609214.500000 Penalty: 3217.640625
	Iteration 28Q: 3 clusters Score -2609214 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2609278.250000 Penalty: 3217.640625
	Iteration 29Q: 3 clusters Score -2609278 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2609345.250000 Penalty: 3217.640625
	Iteration 30Q: 3 clusters Score -2609345 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2609408.500000 Penalty: 3217.640625
	Iteration 31Q: 3 clusters Score -2609408 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2609463.750000 Penalty: 3217.640625
	Iteration 32Q: 3 clusters Score -2609464 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2609532.000000 Penalty: 3217.640625
	Iteration 33Q: 3 clusters Score -2609532 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2609578.250000 Penalty: 3217.640625
	Iteration 34Q: 3 clusters Score -2609578 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2609618.750000 Penalty: 3217.640625
	Iteration 35Q: 3 clusters Score -2609619 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2609668.750000 Penalty: 3217.640625
	Iteration 36Q: 3 clusters Score -2609669 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2609706.750000 Penalty: 3217.640625
	Iteration 37Q: 3 clusters Score -2609707 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2609748.000000 Penalty: 3217.640625
	Iteration 38Q: 3 clusters Score -2609748 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2609771.500000 Penalty: 3217.640625
	Iteration 39Q: 3 clusters Score -2609772 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2609801.250000 Penalty: 3217.640625
	Iteration 40F: 3 clusters Score -2609801 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2609824.500000 Penalty: 3217.640625
	Iteration 41Q: 3 clusters Score -2609824 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2609854.750000 Penalty: 3217.640625
	Iteration 42Q: 3 clusters Score -2609855 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2609879.750000 Penalty: 3217.640625
	Iteration 43Q: 3 clusters Score -2609880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2609903.000000 Penalty: 3217.640625
	Iteration 44Q: 3 clusters Score -2609903 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2609921.000000 Penalty: 3217.640625
	Iteration 45Q: 3 clusters Score -2609921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2609939.250000 Penalty: 3217.640625
	Iteration 46Q: 3 clusters Score -2609939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2609946.500000 Penalty: 3217.640625
	Iteration 47Q: 3 clusters Score -2609946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2609954.250000 Penalty: 3217.640625
	Iteration 48Q: 3 clusters Score -2609954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2609969.000000 Penalty: 3217.640625
	Iteration 49Q: 3 clusters Score -2609969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2609980.750000 Penalty: 3217.640625
	Iteration 50Q: 3 clusters Score -2609981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2609986.250000 Penalty: 3217.640625
	Iteration 51Q: 3 clusters Score -2609986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2609997.750000 Penalty: 3217.640625
	Iteration 52Q: 3 clusters Score -2609998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2610009.000000 Penalty: 3217.640625
	Iteration 53Q: 3 clusters Score -2610009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2610016.000000 Penalty: 3217.640625
	Iteration 54Q: 3 clusters Score -2610016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2610015.750000 Penalty: 3217.640625
	Iteration 55Q: 3 clusters Score -2610016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -2610015.250000 Penalty: 3217.640625
	Iteration 56Q: 3 clusters Score -2610015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2610020.250000 Penalty: 3217.640625
	Iteration 57Q: 3 clusters Score -2610020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2610021.750000 Penalty: 3217.640625
	Iteration 58Q: 3 clusters Score -2610022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -2610023.250000 Penalty: 3217.640625
	Iteration 59Q: 3 clusters Score -2610023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2610026.250000 Penalty: 3217.640625
	Iteration 60F: 3 clusters Score -2610026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2610030.000000 Penalty: 3217.640625
	Iteration 61Q: 3 clusters Score -2610030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2610030.000000 Penalty: 3217.640625
	Iteration 62Q: 3 clusters Score -2610030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2610032.500000 Penalty: 3217.640625
	Iteration 63Q: 3 clusters Score -2610032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2610033.250000 Penalty: 3217.640625
	Iteration 64Q: 3 clusters Score -2610033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -2610037.000000 Penalty: 3217.640625
	Iteration 65Q: 3 clusters Score -2610037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2610043.750000 Penalty: 3217.640625
	Iteration 66Q: 3 clusters Score -2610044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2610049.750000 Penalty: 3217.640625
	Iteration 67Q: 3 clusters Score -2610050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2610055.000000 Penalty: 3217.640625
	Iteration 68Q: 3 clusters Score -2610055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2610061.000000 Penalty: 3217.640625
	Iteration 69Q: 3 clusters Score -2610061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2610059.500000 Penalty: 3217.640625
	Iteration 70Q: 3 clusters Score -2610060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2610059.750000 Penalty: 3217.640625
	Iteration 71Q: 3 clusters Score -2610060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2610062.500000 Penalty: 3217.640625
	Iteration 72Q: 3 clusters Score -2610062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2610062.000000 Penalty: 3217.640625
	Iteration 73Q: 3 clusters Score -2610062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2610067.750000 Penalty: 3217.640625
	Iteration 74Q: 3 clusters Score -2610068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2610069.750000 Penalty: 3217.640625
	Iteration 75Q: 3 clusters Score -2610070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2610073.250000 Penalty: 3217.640625
	Iteration 76Q: 3 clusters Score -2610073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2610075.500000 Penalty: 3217.640625
	Iteration 77Q: 3 clusters Score -2610076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2610073.750000 Penalty: 3217.640625
	Iteration 78Q: 3 clusters Score -2610074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2610074.500000 Penalty: 3217.640625
	Iteration 79Q: 3 clusters Score -2610074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2610074.500000 Penalty: 3217.640625
	Iteration 80F: 3 clusters Score -2610074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Entering Unmasked Estep 
Score: -109436.421875 Penalty: 1100.439453
	Iteration 0F: 2 clusters Score -109436.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -108059.859375 Penalty: 2200.878906
	Iteration 0F: 3 clusters Score -108059.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -108285.593750 Penalty: 2200.878906
	Iteration 1F: 3 clusters Score -108285.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -108360.656250 Penalty: 2200.878906
	Iteration 2F: 3 clusters Score -108360.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -108385.640625 Penalty: 2200.878906
	Iteration 3Q: 3 clusters Score -108385.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -108402.937500 Penalty: 2200.878906
	Iteration 4Q: 3 clusters Score -108402.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -108414.468750 Penalty: 2200.878906
	Iteration 5Q: 3 clusters Score -108414.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -108424.015625 Penalty: 2200.878906
	Iteration 6Q: 3 clusters Score -108424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -108428.890625 Penalty: 2200.878906
	Iteration 7Q: 3 clusters Score -108428.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -108431.890625 Penalty: 2200.878906
	Iteration 8Q: 3 clusters Score -108431.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -108435.757812 Penalty: 2200.878906
	Iteration 9Q: 3 clusters Score -108435.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -108438.500000 Penalty: 2200.878906
	Iteration 10Q: 3 clusters Score -108438.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -108442.164062 Penalty: 2200.878906
	Iteration 11Q: 3 clusters Score -108442.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -108442.585938 Penalty: 2200.878906
	Iteration 12Q: 3 clusters Score -108442.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -108442.585938 Penalty: 2200.878906
	Iteration 13F: 3 clusters Score -108442.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -40724.425781 Penalty: 1010.522522
	Iteration 0F: 2 clusters Score -40724.43 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 255 members 
Entering Unmasked Estep 
Score: -39762.269531 Penalty: 2021.045044
	Iteration 0F: 3 clusters Score -39762.27 nChanged 145
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: -39977.843750 Penalty: 2021.045044
	Iteration 1F: 3 clusters Score -39977.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -40041.082031 Penalty: 2021.045044
	Iteration 2F: 3 clusters Score -40041.08 nChanged 21
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: -40129.738281 Penalty: 2021.045044
	Iteration 3Q: 3 clusters Score -40129.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40189.949219 Penalty: 2021.045044
	Iteration 4Q: 3 clusters Score -40189.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40249.343750 Penalty: 2021.045044
	Iteration 5Q: 3 clusters Score -40249.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -40304.546875 Penalty: 2021.045044
	Iteration 6Q: 3 clusters Score -40304.55 nChanged 18
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: -40346.128906 Penalty: 2021.045044
	Iteration 7Q: 3 clusters Score -40346.13 nChanged 9
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: -40359.363281 Penalty: 2021.045044
	Iteration 8Q: 3 clusters Score -40359.36 nChanged 6
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: -40364.335938 Penalty: 2021.045044
	Iteration 9Q: 3 clusters Score -40364.34 nChanged 4
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: -40370.761719 Penalty: 2021.045044
	Iteration 10Q: 3 clusters Score -40370.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40372.015625 Penalty: 2021.045044
	Iteration 11Q: 3 clusters Score -40372.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -40372.015625 Penalty: 2021.045044
	Iteration 12F: 3 clusters Score -40372.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -60312.500000 Penalty: 1027.124878
	Iteration 0F: 2 clusters Score -60312.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59236.015625 Penalty: 2054.249756
	Iteration 0F: 3 clusters Score -59236.02 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59430.359375 Penalty: 2054.249756
	Iteration 1F: 3 clusters Score -59430.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59501.972656 Penalty: 2054.249756
	Iteration 2F: 3 clusters Score -59501.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -59537.117188 Penalty: 2054.249756
	Iteration 3Q: 3 clusters Score -59537.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59577.550781 Penalty: 2054.249756
	Iteration 4Q: 3 clusters Score -59577.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59603.121094 Penalty: 2054.249756
	Iteration 5Q: 3 clusters Score -59603.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59611.929688 Penalty: 2054.249756
	Iteration 6Q: 3 clusters Score -59611.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59616.113281 Penalty: 2054.249756
	Iteration 7Q: 3 clusters Score -59616.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59616.605469 Penalty: 2054.249756
	Iteration 8Q: 3 clusters Score -59616.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -59616.605469 Penalty: 2054.249756
	Iteration 9F: 3 clusters Score -59616.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (55439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55439 members 
Entering Unmasked Estep 
Score: -7329215.000000 Penalty: 1774.993774
	Iteration 0F: 2 clusters Score -7329215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -7296333.500000 Penalty: 3549.987549
	Iteration 0F: 3 clusters Score -7296334 nChanged 26153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -7311516.000000 Penalty: 3549.987549
	Iteration 1F: 3 clusters Score -7311516 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -7312235.000000 Penalty: 3549.987549
	Iteration 2Q: 3 clusters Score -7312235 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -7313188.500000 Penalty: 3549.987549
	Iteration 3Q: 3 clusters Score -7313188 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -7314730.000000 Penalty: 3549.987549
	Iteration 4Q: 3 clusters Score -7314730 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -7316945.000000 Penalty: 3549.987549
	Iteration 5F: 3 clusters Score -7316945 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -7319850.500000 Penalty: 3549.987549
	Iteration 6F: 3 clusters Score -7319850 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -7322152.500000 Penalty: 3549.987549
	Iteration 7F: 3 clusters Score -7322152 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -7323194.000000 Penalty: 3549.987549
	Iteration 8Q: 3 clusters Score -7323194 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -7323531.500000 Penalty: 3549.987549
	Iteration 9Q: 3 clusters Score -7323532 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -7323704.500000 Penalty: 3549.987549
	Iteration 10Q: 3 clusters Score -7323704 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -7323868.500000 Penalty: 3549.987549
	Iteration 11Q: 3 clusters Score -7323868 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -7324025.500000 Penalty: 3549.987549
	Iteration 12Q: 3 clusters Score -7324026 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -7324276.000000 Penalty: 3549.987549
	Iteration 13Q: 3 clusters Score -7324276 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -7324491.000000 Penalty: 3549.987549
	Iteration 14Q: 3 clusters Score -7324491 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -7324672.000000 Penalty: 3549.987549
	Iteration 15Q: 3 clusters Score -7324672 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -7324927.500000 Penalty: 3549.987549
	Iteration 16Q: 3 clusters Score -7324928 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -7325132.500000 Penalty: 3549.987549
	Iteration 17Q: 3 clusters Score -7325132 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -7325375.000000 Penalty: 3549.987549
	Iteration 18Q: 3 clusters Score -7325375 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -7325536.000000 Penalty: 3549.987549
	Iteration 19Q: 3 clusters Score -7325536 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -7325658.500000 Penalty: 3549.987549
	Iteration 20F: 3 clusters Score -7325658 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -7325764.000000 Penalty: 3549.987549
	Iteration 21Q: 3 clusters Score -7325764 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -7325890.000000 Penalty: 3549.987549
	Iteration 22Q: 3 clusters Score -7325890 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -7326001.500000 Penalty: 3549.987549
	Iteration 23Q: 3 clusters Score -7326002 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -7326084.000000 Penalty: 3549.987549
	Iteration 24Q: 3 clusters Score -7326084 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -7326128.000000 Penalty: 3549.987549
	Iteration 25Q: 3 clusters Score -7326128 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -7326199.500000 Penalty: 3549.987549
	Iteration 26Q: 3 clusters Score -7326200 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -7326279.000000 Penalty: 3549.987549
	Iteration 27Q: 3 clusters Score -7326279 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -7326318.500000 Penalty: 3549.987549
	Iteration 28Q: 3 clusters Score -7326318 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -7326373.500000 Penalty: 3549.987549
	Iteration 29Q: 3 clusters Score -7326374 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -7326391.000000 Penalty: 3549.987549
	Iteration 30Q: 3 clusters Score -7326391 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -7326405.500000 Penalty: 3549.987549
	Iteration 31Q: 3 clusters Score -7326406 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -7326434.500000 Penalty: 3549.987549
	Iteration 32Q: 3 clusters Score -7326434 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -7326478.000000 Penalty: 3549.987549
	Iteration 33Q: 3 clusters Score -7326478 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -7326507.000000 Penalty: 3549.987549
	Iteration 34Q: 3 clusters Score -7326507 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -7326508.000000 Penalty: 3549.987549
	Iteration 35Q: 3 clusters Score -7326508 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -7326515.000000 Penalty: 3549.987549
	Iteration 36Q: 3 clusters Score -7326515 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -7326522.000000 Penalty: 3549.987549
	Iteration 37Q: 3 clusters Score -7326522 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -7326529.000000 Penalty: 3549.987549
	Iteration 38Q: 3 clusters Score -7326529 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -7326524.000000 Penalty: 3549.987549
	Iteration 39Q: 3 clusters Score -7326524 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -7326531.000000 Penalty: 3549.987549
	Iteration 40F: 3 clusters Score -7326531 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -7326542.000000 Penalty: 3549.987549
	Iteration 41Q: 3 clusters Score -7326542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -7326553.000000 Penalty: 3549.987549
	Iteration 42Q: 3 clusters Score -7326553 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -7326558.500000 Penalty: 3549.987549
	Iteration 43Q: 3 clusters Score -7326558 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -7326576.500000 Penalty: 3549.987549
	Iteration 44Q: 3 clusters Score -7326576 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -7326587.000000 Penalty: 3549.987549
	Iteration 45Q: 3 clusters Score -7326587 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -7326591.000000 Penalty: 3549.987549
	Iteration 46Q: 3 clusters Score -7326591 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -7326610.000000 Penalty: 3549.987549
	Iteration 47Q: 3 clusters Score -7326610 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -7326621.500000 Penalty: 3549.987549
	Iteration 48Q: 3 clusters Score -7326622 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -7326626.000000 Penalty: 3549.987549
	Iteration 49Q: 3 clusters Score -7326626 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -7326617.000000 Penalty: 3549.987549
	Iteration 50Q: 3 clusters Score -7326617 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -7326624.500000 Penalty: 3549.987549
	Iteration 51Q: 3 clusters Score -7326624 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -7326634.000000 Penalty: 3549.987549
	Iteration 52Q: 3 clusters Score -7326634 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -7326648.500000 Penalty: 3549.987549
	Iteration 53Q: 3 clusters Score -7326648 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -7326640.000000 Penalty: 3549.987549
	Iteration 54Q: 3 clusters Score -7326640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -7326651.000000 Penalty: 3549.987549
	Iteration 55Q: 3 clusters Score -7326651 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -7326653.500000 Penalty: 3549.987549
	Iteration 56Q: 3 clusters Score -7326654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -7326651.500000 Penalty: 3549.987549
	Iteration 57Q: 3 clusters Score -7326652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -7326655.000000 Penalty: 3549.987549
	Iteration 58Q: 3 clusters Score -7326655 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -7326650.000000 Penalty: 3549.987549
	Iteration 59Q: 3 clusters Score -7326650 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -7326663.500000 Penalty: 3549.987549
	Iteration 60F: 3 clusters Score -7326664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -7326658.500000 Penalty: 3549.987549
	Iteration 61Q: 3 clusters Score -7326658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -7326667.000000 Penalty: 3549.987549
	Iteration 62Q: 3 clusters Score -7326667 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -7326656.500000 Penalty: 3549.987549
	Iteration 63Q: 3 clusters Score -7326656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -7326655.500000 Penalty: 3549.987549
	Iteration 64Q: 3 clusters Score -7326656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -7326652.000000 Penalty: 3549.987549
	Iteration 65Q: 3 clusters Score -7326652 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -7326655.000000 Penalty: 3549.987549
	Iteration 66Q: 3 clusters Score -7326655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -7326660.500000 Penalty: 3549.987549
	Iteration 67Q: 3 clusters Score -7326660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -7326674.000000 Penalty: 3549.987549
	Iteration 68Q: 3 clusters Score -7326674 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -7326672.500000 Penalty: 3549.987549
	Iteration 69Q: 3 clusters Score -7326672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -7326679.000000 Penalty: 3549.987549
	Iteration 70Q: 3 clusters Score -7326679 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -7326688.000000 Penalty: 3549.987549
	Iteration 71Q: 3 clusters Score -7326688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -7326680.000000 Penalty: 3549.987549
	Iteration 72Q: 3 clusters Score -7326680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -7326693.000000 Penalty: 3549.987549
	Iteration 73Q: 3 clusters Score -7326693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -7326688.500000 Penalty: 3549.987549
	Iteration 74Q: 3 clusters Score -7326688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -7326685.000000 Penalty: 3549.987549
	Iteration 75Q: 3 clusters Score -7326685 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -7326689.500000 Penalty: 3549.987549
	Iteration 76Q: 3 clusters Score -7326690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -7326694.500000 Penalty: 3549.987549
	Iteration 77Q: 3 clusters Score -7326694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -7326692.000000 Penalty: 3549.987549
	Iteration 78Q: 3 clusters Score -7326692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -7326690.000000 Penalty: 3549.987549
	Iteration 79Q: 3 clusters Score -7326690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -7326688.000000 Penalty: 3549.987549
	Iteration 80F: 3 clusters Score -7326688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -7326696.500000 Penalty: 3549.987549
	Iteration 81Q: 3 clusters Score -7326696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -7326698.000000 Penalty: 3549.987549
	Iteration 82Q: 3 clusters Score -7326698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -7326694.500000 Penalty: 3549.987549
	Iteration 83Q: 3 clusters Score -7326694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -7326705.500000 Penalty: 3549.987549
	Iteration 84Q: 3 clusters Score -7326706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -7326709.000000 Penalty: 3549.987549
	Iteration 85Q: 3 clusters Score -7326709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -7326722.500000 Penalty: 3549.987549
	Iteration 86Q: 3 clusters Score -7326722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -7326732.000000 Penalty: 3549.987549
	Iteration 87Q: 3 clusters Score -7326732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -7326728.000000 Penalty: 3549.987549
	Iteration 88Q: 3 clusters Score -7326728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -7326734.500000 Penalty: 3549.987549
	Iteration 89Q: 3 clusters Score -7326734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -7326743.500000 Penalty: 3549.987549
	Iteration 90Q: 3 clusters Score -7326744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -7326749.500000 Penalty: 3549.987549
	Iteration 91Q: 3 clusters Score -7326750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -7326748.500000 Penalty: 3549.987549
	Iteration 92Q: 3 clusters Score -7326748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -7326753.000000 Penalty: 3549.987549
	Iteration 93Q: 3 clusters Score -7326753 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -7326756.000000 Penalty: 3549.987549
	Iteration 94Q: 3 clusters Score -7326756 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -7326761.000000 Penalty: 3549.987549
	Iteration 95Q: 3 clusters Score -7326761 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -7326767.000000 Penalty: 3549.987549
	Iteration 96Q: 3 clusters Score -7326767 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -7326777.500000 Penalty: 3549.987549
	Iteration 97Q: 3 clusters Score -7326778 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -7326774.000000 Penalty: 3549.987549
	Iteration 98Q: 3 clusters Score -7326774 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -7326773.000000 Penalty: 3549.987549
	Iteration 99Q: 3 clusters Score -7326773 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -7326787.000000 Penalty: 3549.987549
	Iteration 100F: 3 clusters Score -7326787 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -7326807.000000 Penalty: 3549.987549
	Iteration 101Q: 3 clusters Score -7326807 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -7326844.500000 Penalty: 3549.987549
	Iteration 102Q: 3 clusters Score -7326844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -7326854.500000 Penalty: 3549.987549
	Iteration 103Q: 3 clusters Score -7326854 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -7326867.000000 Penalty: 3549.987549
	Iteration 104Q: 3 clusters Score -7326867 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7326867 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -7326859.500000 Penalty: 3549.987549
	Iteration 106Q: 3 clusters Score -7326860 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -7326864.000000 Penalty: 3549.987549
	Iteration 107Q: 3 clusters Score -7326864 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -7326873.500000 Penalty: 3549.987549
	Iteration 108Q: 3 clusters Score -7326874 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -7326858.000000 Penalty: 3549.987549
	Iteration 109Q: 3 clusters Score -7326858 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -7326877.500000 Penalty: 3549.987549
	Iteration 110Q: 3 clusters Score -7326878 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -7326905.500000 Penalty: 3549.987549
	Iteration 111Q: 3 clusters Score -7326906 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -7326894.500000 Penalty: 3549.987549
	Iteration 112Q: 3 clusters Score -7326894 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -7326891.500000 Penalty: 3549.987549
	Iteration 113Q: 3 clusters Score -7326892 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -7326897.000000 Penalty: 3549.987549
	Iteration 114Q: 3 clusters Score -7326897 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -7326932.000000 Penalty: 3549.987549
	Iteration 115Q: 3 clusters Score -7326932 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -7326939.000000 Penalty: 3549.987549
	Iteration 116Q: 3 clusters Score -7326939 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -7326942.500000 Penalty: 3549.987549
	Iteration 117Q: 3 clusters Score -7326942 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -7326958.500000 Penalty: 3549.987549
	Iteration 118Q: 3 clusters Score -7326958 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -7326966.500000 Penalty: 3549.987549
	Iteration 119Q: 3 clusters Score -7326966 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -7326991.500000 Penalty: 3549.987549
	Iteration 120F: 3 clusters Score -7326992 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -7327016.500000 Penalty: 3549.987549
	Iteration 121Q: 3 clusters Score -7327016 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -7327002.000000 Penalty: 3549.987549
	Iteration 122Q: 3 clusters Score -7327002 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -7327024.500000 Penalty: 3549.987549
	Iteration 123Q: 3 clusters Score -7327024 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -7327039.500000 Penalty: 3549.987549
	Iteration 124Q: 3 clusters Score -7327040 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -7327047.500000 Penalty: 3549.987549
	Iteration 125Q: 3 clusters Score -7327048 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -7327072.000000 Penalty: 3549.987549
	Iteration 126Q: 3 clusters Score -7327072 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -7327073.000000 Penalty: 3549.987549
	Iteration 127Q: 3 clusters Score -7327073 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -7327077.500000 Penalty: 3549.987549
	Iteration 128Q: 3 clusters Score -7327078 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -7327112.000000 Penalty: 3549.987549
	Iteration 129Q: 3 clusters Score -7327112 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -7327144.500000 Penalty: 3549.987549
	Iteration 130Q: 3 clusters Score -7327144 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -7327169.500000 Penalty: 3549.987549
	Iteration 131Q: 3 clusters Score -7327170 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -7327224.000000 Penalty: 3549.987549
	Iteration 132Q: 3 clusters Score -7327224 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -7327253.000000 Penalty: 3549.987549
	Iteration 133Q: 3 clusters Score -7327253 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -7327295.500000 Penalty: 3549.987549
	Iteration 134Q: 3 clusters Score -7327296 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -7327317.500000 Penalty: 3549.987549
	Iteration 135Q: 3 clusters Score -7327318 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -7327386.500000 Penalty: 3549.987549
	Iteration 136Q: 3 clusters Score -7327386 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -7327416.000000 Penalty: 3549.987549
	Iteration 137Q: 3 clusters Score -7327416 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -7327516.500000 Penalty: 3549.987549
	Iteration 138Q: 3 clusters Score -7327516 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -7327563.000000 Penalty: 3549.987549
	Iteration 139Q: 3 clusters Score -7327563 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -7327615.500000 Penalty: 3549.987549
	Iteration 140F: 3 clusters Score -7327616 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -7327684.500000 Penalty: 3549.987549
	Iteration 141Q: 3 clusters Score -7327684 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -7327739.500000 Penalty: 3549.987549
	Iteration 142Q: 3 clusters Score -7327740 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -7327789.000000 Penalty: 3549.987549
	Iteration 143Q: 3 clusters Score -7327789 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -7327908.000000 Penalty: 3549.987549
	Iteration 144Q: 3 clusters Score -7327908 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -7327974.000000 Penalty: 3549.987549
	Iteration 145Q: 3 clusters Score -7327974 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -7328027.000000 Penalty: 3549.987549
	Iteration 146Q: 3 clusters Score -7328027 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -7328147.000000 Penalty: 3549.987549
	Iteration 147Q: 3 clusters Score -7328147 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -7328268.500000 Penalty: 3549.987549
	Iteration 148Q: 3 clusters Score -7328268 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -7328355.000000 Penalty: 3549.987549
	Iteration 149Q: 3 clusters Score -7328355 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -7328431.500000 Penalty: 3549.987549
	Iteration 150Q: 3 clusters Score -7328432 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -7328545.500000 Penalty: 3549.987549
	Iteration 151Q: 3 clusters Score -7328546 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -7328659.500000 Penalty: 3549.987549
	Iteration 152Q: 3 clusters Score -7328660 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -7328757.500000 Penalty: 3549.987549
	Iteration 153Q: 3 clusters Score -7328758 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -7328893.500000 Penalty: 3549.987549
	Iteration 154Q: 3 clusters Score -7328894 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -7328977.000000 Penalty: 3549.987549
	Iteration 155Q: 3 clusters Score -7328977 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -7329120.000000 Penalty: 3549.987549
	Iteration 156Q: 3 clusters Score -7329120 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -7329176.000000 Penalty: 3549.987549
	Iteration 157Q: 3 clusters Score -7329176 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -7329183.500000 Penalty: 3549.987549
	Iteration 158Q: 3 clusters Score -7329184 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -7329035.000000 Penalty: 3549.987549
	Iteration 159Q: 3 clusters Score -7329035 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -7328866.500000 Penalty: 3549.987549
	Iteration 160F: 3 clusters Score -7328866 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -7328556.000000 Penalty: 3549.987549
	Iteration 161Q: 3 clusters Score -7328556 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -7328378.500000 Penalty: 3549.987549
	Iteration 162Q: 3 clusters Score -7328378 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53234 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -7328185.500000 Penalty: 3549.987549
	Iteration 163Q: 3 clusters Score -7328186 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -7328040.500000 Penalty: 3549.987549
	Iteration 164Q: 3 clusters Score -7328040 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7328004.000000 Penalty: 3549.987549
	Iteration 165Q: 3 clusters Score -7328004 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54458 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7327952.500000 Penalty: 3549.987549
	Iteration 166Q: 3 clusters Score -7327952 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54669 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7327927.000000 Penalty: 3549.987549
	Iteration 167Q: 3 clusters Score -7327927 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7327864.500000 Penalty: 3549.987549
	Iteration 168Q: 3 clusters Score -7327864 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54895 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7327845.500000 Penalty: 3549.987549
	Iteration 169Q: 3 clusters Score -7327846 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7327829.500000 Penalty: 3549.987549
	Iteration 170Q: 3 clusters Score -7327830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55001 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7327835.000000 Penalty: 3549.987549
	Iteration 171Q: 3 clusters Score -7327835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7327832.500000 Penalty: 3549.987549
	Iteration 172Q: 3 clusters Score -7327832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7327825.500000 Penalty: 3549.987549
	Iteration 173Q: 3 clusters Score -7327826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7327827.500000 Penalty: 3549.987549
	Iteration 174Q: 3 clusters Score -7327828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7327823.000000 Penalty: 3549.987549
	Iteration 175Q: 3 clusters Score -7327823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7327822.000000 Penalty: 3549.987549
	Iteration 176Q: 3 clusters Score -7327822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7327825.500000 Penalty: 3549.987549
	Iteration 177Q: 3 clusters Score -7327826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7327820.000000 Penalty: 3549.987549
	Iteration 178Q: 3 clusters Score -7327820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55110 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7327818.000000 Penalty: 3549.987549
	Iteration 179Q: 3 clusters Score -7327818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55110 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7327818.000000 Penalty: 3549.987549
	Iteration 180F: 3 clusters Score -7327818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -345672.687500 Penalty: 1289.765381
	Iteration 0F: 2 clusters Score -345672.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -343059.812500 Penalty: 2579.530762
	Iteration 0F: 3 clusters Score -343059.8 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -343863.343750 Penalty: 2579.530762
	Iteration 1F: 3 clusters Score -343863.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -344254.843750 Penalty: 2579.530762
	Iteration 2F: 3 clusters Score -344254.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -344549.281250 Penalty: 2579.530762
	Iteration 3F: 3 clusters Score -344549.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -344767.062500 Penalty: 2579.530762
	Iteration 4F: 3 clusters Score -344767.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -344876.718750 Penalty: 2579.530762
	Iteration 5Q: 3 clusters Score -344876.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -344960.343750 Penalty: 2579.530762
	Iteration 6Q: 3 clusters Score -344960.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -345001.656250 Penalty: 2579.530762
	Iteration 7Q: 3 clusters Score -345001.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -345037.593750 Penalty: 2579.530762
	Iteration 8Q: 3 clusters Score -345037.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -345060.593750 Penalty: 2579.530762
	Iteration 9Q: 3 clusters Score -345060.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -345072.281250 Penalty: 2579.530762
	Iteration 10Q: 3 clusters Score -345072.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -345079.125000 Penalty: 2579.530762
	Iteration 11Q: 3 clusters Score -345079.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -345082.750000 Penalty: 2579.530762
	Iteration 12Q: 3 clusters Score -345082.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -345083.656250 Penalty: 2579.530762
	Iteration 13Q: 3 clusters Score -345083.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -345086.093750 Penalty: 2579.530762
	Iteration 14Q: 3 clusters Score -345086.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -345089.312500 Penalty: 2579.530762
	Iteration 15Q: 3 clusters Score -345089.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -345092.125000 Penalty: 2579.530762
	Iteration 16Q: 3 clusters Score -345092.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -345094.062500 Penalty: 2579.530762
	Iteration 17Q: 3 clusters Score -345094.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -345096.687500 Penalty: 2579.530762
	Iteration 18Q: 3 clusters Score -345096.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -345099.468750 Penalty: 2579.530762
	Iteration 19Q: 3 clusters Score -345099.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -345101.750000 Penalty: 2579.530762
	Iteration 20F: 3 clusters Score -345101.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -345104.375000 Penalty: 2579.530762
	Iteration 21Q: 3 clusters Score -345104.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -345108.218750 Penalty: 2579.530762
	Iteration 22Q: 3 clusters Score -345108.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -345111.031250 Penalty: 2579.530762
	Iteration 23Q: 3 clusters Score -345111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -345115.625000 Penalty: 2579.530762
	Iteration 24Q: 3 clusters Score -345115.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -345121.906250 Penalty: 2579.530762
	Iteration 25Q: 3 clusters Score -345121.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -345128.937500 Penalty: 2579.530762
	Iteration 26Q: 3 clusters Score -345128.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -345134.500000 Penalty: 2579.530762
	Iteration 27Q: 3 clusters Score -345134.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -345137.375000 Penalty: 2579.530762
	Iteration 28Q: 3 clusters Score -345137.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -345139.125000 Penalty: 2579.530762
	Iteration 29Q: 3 clusters Score -345139.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -345139.750000 Penalty: 2579.530762
	Iteration 30Q: 3 clusters Score -345139.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -345139.750000 Penalty: 2579.530762
	Iteration 31F: 3 clusters Score -345139.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (111008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111008 members 
Entering Unmasked Estep 
Score: -14339971.000000 Penalty: 1887.820557
	Iteration 0F: 2 clusters Score -1.433997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55573 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -14270717.000000 Penalty: 3775.641113
	Iteration 0F: 3 clusters Score -1.427072e+07 nChanged 53014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56845 members 
Mstep: Class 2 contains 54163 members 
Entering Unmasked Estep 
Score: -14301749.000000 Penalty: 3775.641113
	Iteration 1F: 3 clusters Score -1.430175e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 53372 members 
Entering Unmasked Estep 
Score: -14302630.000000 Penalty: 3775.641113
	Iteration 2Q: 3 clusters Score -1.430263e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -14303592.000000 Penalty: 3775.641113
	Iteration 3Q: 3 clusters Score -1.430359e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60082 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -14305179.000000 Penalty: 3775.641113
	Iteration 4Q: 3 clusters Score -1.430518e+07 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61897 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -14307590.000000 Penalty: 3775.641113
	Iteration 5Q: 3 clusters Score -1.430759e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64048 members 
Mstep: Class 2 contains 46960 members 
Entering Unmasked Estep 
Score: -14310748.000000 Penalty: 3775.641113
	Iteration 6F: 3 clusters Score -1.431075e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66402 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -14315436.000000 Penalty: 3775.641113
	Iteration 7F: 3 clusters Score -1.431544e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68540 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -14320386.000000 Penalty: 3775.641113
	Iteration 8F: 3 clusters Score -1.432039e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70056 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -14324116.000000 Penalty: 3775.641113
	Iteration 9F: 3 clusters Score -1.432412e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71224 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -14326010.000000 Penalty: 3775.641113
	Iteration 10Q: 3 clusters Score -1.432601e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72315 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -14326503.000000 Penalty: 3775.641113
	Iteration 11Q: 3 clusters Score -1.43265e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73422 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -14326729.000000 Penalty: 3775.641113
	Iteration 12Q: 3 clusters Score -1.432673e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74561 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -14326795.000000 Penalty: 3775.641113
	Iteration 13Q: 3 clusters Score -1.43268e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75752 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -14327002.000000 Penalty: 3775.641113
	Iteration 14Q: 3 clusters Score -1.4327e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76941 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -14327141.000000 Penalty: 3775.641113
	Iteration 15Q: 3 clusters Score -1.432714e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78120 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -14327344.000000 Penalty: 3775.641113
	Iteration 16Q: 3 clusters Score -1.432734e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79355 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -14327607.000000 Penalty: 3775.641113
	Iteration 17Q: 3 clusters Score -1.432761e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80594 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -14327763.000000 Penalty: 3775.641113
	Iteration 18Q: 3 clusters Score -1.432776e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81756 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -14327934.000000 Penalty: 3775.641113
	Iteration 19Q: 3 clusters Score -1.432793e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -14328127.000000 Penalty: 3775.641113
	Iteration 20F: 3 clusters Score -1.432813e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84080 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -14328317.000000 Penalty: 3775.641113
	Iteration 21Q: 3 clusters Score -1.432832e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85242 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -14328583.000000 Penalty: 3775.641113
	Iteration 22Q: 3 clusters Score -1.432858e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86449 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -14328768.000000 Penalty: 3775.641113
	Iteration 23Q: 3 clusters Score -1.432877e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87599 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -14329005.000000 Penalty: 3775.641113
	Iteration 24Q: 3 clusters Score -1.4329e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88683 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -14329224.000000 Penalty: 3775.641113
	Iteration 25Q: 3 clusters Score -1.432922e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89710 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -14329393.000000 Penalty: 3775.641113
	Iteration 26Q: 3 clusters Score -1.432939e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90718 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -14329651.000000 Penalty: 3775.641113
	Iteration 27Q: 3 clusters Score -1.432965e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91724 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -14329755.000000 Penalty: 3775.641113
	Iteration 28Q: 3 clusters Score -1.432976e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92651 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -14330447.000000 Penalty: 3775.641113
	Iteration 29Q: 3 clusters Score -1.433045e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93580 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -14331164.000000 Penalty: 3775.641113
	Iteration 30Q: 3 clusters Score -1.433116e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94551 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -14332018.000000 Penalty: 3775.641113
	Iteration 31Q: 3 clusters Score -1.433202e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95545 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -14332768.000000 Penalty: 3775.641113
	Iteration 32Q: 3 clusters Score -1.433277e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96584 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -14333577.000000 Penalty: 3775.641113
	Iteration 33Q: 3 clusters Score -1.433358e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97686 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -14334549.000000 Penalty: 3775.641113
	Iteration 34Q: 3 clusters Score -1.433455e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98864 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -14335446.000000 Penalty: 3775.641113
	Iteration 35Q: 3 clusters Score -1.433545e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99979 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -14336262.000000 Penalty: 3775.641113
	Iteration 36Q: 3 clusters Score -1.433626e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101111 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -14336993.000000 Penalty: 3775.641113
	Iteration 37Q: 3 clusters Score -1.433699e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102247 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -14337621.000000 Penalty: 3775.641113
	Iteration 38Q: 3 clusters Score -1.433762e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103267 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -14338103.000000 Penalty: 3775.641113
	Iteration 39Q: 3 clusters Score -1.43381e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104190 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -14338446.000000 Penalty: 3775.641113
	Iteration 40F: 3 clusters Score -1.433845e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105035 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -14338681.000000 Penalty: 3775.641113
	Iteration 41Q: 3 clusters Score -1.433868e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105784 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -14338835.000000 Penalty: 3775.641113
	Iteration 42Q: 3 clusters Score -1.433884e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106469 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -14338917.000000 Penalty: 3775.641113
	Iteration 43Q: 3 clusters Score -1.433892e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107024 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -14338886.000000 Penalty: 3775.641113
	Iteration 44Q: 3 clusters Score -1.433889e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107500 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -14338815.000000 Penalty: 3775.641113
	Iteration 45Q: 3 clusters Score -1.433882e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107902 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -14338841.000000 Penalty: 3775.641113
	Iteration 46Q: 3 clusters Score -1.433884e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108241 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -14338862.000000 Penalty: 3775.641113
	Iteration 47Q: 3 clusters Score -1.433886e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108511 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -14338848.000000 Penalty: 3775.641113
	Iteration 48Q: 3 clusters Score -1.433885e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108730 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -14338858.000000 Penalty: 3775.641113
	Iteration 49Q: 3 clusters Score -1.433886e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108906 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -14338888.000000 Penalty: 3775.641113
	Iteration 50Q: 3 clusters Score -1.433889e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109070 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -14338822.000000 Penalty: 3775.641113
	Iteration 51Q: 3 clusters Score -1.433882e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109224 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -14338792.000000 Penalty: 3775.641113
	Iteration 52Q: 3 clusters Score -1.433879e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109361 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -14338803.000000 Penalty: 3775.641113
	Iteration 53Q: 3 clusters Score -1.43388e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109462 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -14338785.000000 Penalty: 3775.641113
	Iteration 54Q: 3 clusters Score -1.433878e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109541 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -14338772.000000 Penalty: 3775.641113
	Iteration 55Q: 3 clusters Score -1.433877e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109590 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -14338775.000000 Penalty: 3775.641113
	Iteration 56Q: 3 clusters Score -1.433878e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109640 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -14338772.000000 Penalty: 3775.641113
	Iteration 57Q: 3 clusters Score -1.433877e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109683 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -14338790.000000 Penalty: 3775.641113
	Iteration 58Q: 3 clusters Score -1.433879e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109724 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -14338786.000000 Penalty: 3775.641113
	Iteration 59Q: 3 clusters Score -1.433879e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109764 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -14338787.000000 Penalty: 3775.641113
	Iteration 60F: 3 clusters Score -1.433879e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109804 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -14338761.000000 Penalty: 3775.641113
	Iteration 61Q: 3 clusters Score -1.433876e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109842 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -14338745.000000 Penalty: 3775.641113
	Iteration 62Q: 3 clusters Score -1.433874e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109876 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -14338729.000000 Penalty: 3775.641113
	Iteration 63Q: 3 clusters Score -1.433873e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109905 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -14338735.000000 Penalty: 3775.641113
	Iteration 64Q: 3 clusters Score -1.433874e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109934 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -14338751.000000 Penalty: 3775.641113
	Iteration 65Q: 3 clusters Score -1.433875e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109958 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -14338737.000000 Penalty: 3775.641113
	Iteration 66Q: 3 clusters Score -1.433874e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109979 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -14338744.000000 Penalty: 3775.641113
	Iteration 67Q: 3 clusters Score -1.433874e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110000 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -14338744.000000 Penalty: 3775.641113
	Iteration 68Q: 3 clusters Score -1.433874e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110018 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -14338756.000000 Penalty: 3775.641113
	Iteration 69Q: 3 clusters Score -1.433876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110030 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -14338734.000000 Penalty: 3775.641113
	Iteration 70Q: 3 clusters Score -1.433873e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110048 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -14338743.000000 Penalty: 3775.641113
	Iteration 71Q: 3 clusters Score -1.433874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110059 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -14338737.000000 Penalty: 3775.641113
	Iteration 72Q: 3 clusters Score -1.433874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110064 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -14338724.000000 Penalty: 3775.641113
	Iteration 73Q: 3 clusters Score -1.433872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110068 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -14338726.000000 Penalty: 3775.641113
	Iteration 74Q: 3 clusters Score -1.433873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110069 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -14338719.000000 Penalty: 3775.641113
	Iteration 75Q: 3 clusters Score -1.433872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110070 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -14338720.000000 Penalty: 3775.641113
	Iteration 76Q: 3 clusters Score -1.433872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110073 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -14338726.000000 Penalty: 3775.641113
	Iteration 77Q: 3 clusters Score -1.433873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110074 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -14338725.000000 Penalty: 3775.641113
	Iteration 78Q: 3 clusters Score -1.433872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110080 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -14338724.000000 Penalty: 3775.641113
	Iteration 79Q: 3 clusters Score -1.433872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110085 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -14338703.000000 Penalty: 3775.641113
	Iteration 80F: 3 clusters Score -1.43387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110088 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -14338696.000000 Penalty: 3775.641113
	Iteration 81Q: 3 clusters Score -1.43387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110087 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -14338704.000000 Penalty: 3775.641113
	Iteration 82Q: 3 clusters Score -1.43387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110086 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -14338705.000000 Penalty: 3775.641113
	Iteration 83Q: 3 clusters Score -1.43387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110084 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -14338709.000000 Penalty: 3775.641113
	Iteration 84Q: 3 clusters Score -1.433871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110086 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -14338702.000000 Penalty: 3775.641113
	Iteration 85Q: 3 clusters Score -1.43387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110088 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -14338703.000000 Penalty: 3775.641113
	Iteration 86Q: 3 clusters Score -1.43387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110091 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -14338709.000000 Penalty: 3775.641113
	Iteration 87Q: 3 clusters Score -1.433871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110093 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -14338715.000000 Penalty: 3775.641113
	Iteration 88Q: 3 clusters Score -1.433872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110094 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -14338715.000000 Penalty: 3775.641113
	Iteration 89Q: 3 clusters Score -1.433872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110093 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -14338724.000000 Penalty: 3775.641113
	Iteration 90Q: 3 clusters Score -1.433872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110093 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -14338724.000000 Penalty: 3775.641113
	Iteration 91F: 3 clusters Score -1.433872e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Entering Unmasked Estep 
Score: -2679821.000000 Penalty: 1618.063354
	Iteration 0F: 2 clusters Score -2679821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2665490.750000 Penalty: 3236.126709
	Iteration 0F: 3 clusters Score -2665491 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2670658.500000 Penalty: 3236.126709
	Iteration 1F: 3 clusters Score -2670658 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2670951.250000 Penalty: 3236.126709
	Iteration 2Q: 3 clusters Score -2670951 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2671180.500000 Penalty: 3236.126709
	Iteration 3Q: 3 clusters Score -2671180 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2671373.500000 Penalty: 3236.126709
	Iteration 4Q: 3 clusters Score -2671374 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2671550.500000 Penalty: 3236.126709
	Iteration 5Q: 3 clusters Score -2671550 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2671723.750000 Penalty: 3236.126709
	Iteration 6Q: 3 clusters Score -2671724 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2671903.000000 Penalty: 3236.126709
	Iteration 7Q: 3 clusters Score -2671903 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2672108.000000 Penalty: 3236.126709
	Iteration 8Q: 3 clusters Score -2672108 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2672366.500000 Penalty: 3236.126709
	Iteration 9Q: 3 clusters Score -2672366 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2672643.250000 Penalty: 3236.126709
	Iteration 10Q: 3 clusters Score -2672643 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2673007.000000 Penalty: 3236.126709
	Iteration 11Q: 3 clusters Score -2673007 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2673444.250000 Penalty: 3236.126709
	Iteration 12Q: 3 clusters Score -2673444 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2673976.500000 Penalty: 3236.126709
	Iteration 13Q: 3 clusters Score -2673976 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2674499.750000 Penalty: 3236.126709
	Iteration 14Q: 3 clusters Score -2674500 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2674894.250000 Penalty: 3236.126709
	Iteration 15Q: 3 clusters Score -2674894 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2675134.250000 Penalty: 3236.126709
	Iteration 16Q: 3 clusters Score -2675134 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2675265.500000 Penalty: 3236.126709
	Iteration 17Q: 3 clusters Score -2675266 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2675359.500000 Penalty: 3236.126709
	Iteration 18Q: 3 clusters Score -2675360 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2675451.500000 Penalty: 3236.126709
	Iteration 19Q: 3 clusters Score -2675452 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2675531.250000 Penalty: 3236.126709
	Iteration 20F: 3 clusters Score -2675531 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -2675630.500000 Penalty: 3236.126709
	Iteration 21Q: 3 clusters Score -2675630 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2675747.500000 Penalty: 3236.126709
	Iteration 22Q: 3 clusters Score -2675748 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2675873.000000 Penalty: 3236.126709
	Iteration 23Q: 3 clusters Score -2675873 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2675997.250000 Penalty: 3236.126709
	Iteration 24Q: 3 clusters Score -2675997 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2676123.750000 Penalty: 3236.126709
	Iteration 25Q: 3 clusters Score -2676124 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2676240.250000 Penalty: 3236.126709
	Iteration 26Q: 3 clusters Score -2676240 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2676389.500000 Penalty: 3236.126709
	Iteration 27Q: 3 clusters Score -2676390 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2676546.500000 Penalty: 3236.126709
	Iteration 28Q: 3 clusters Score -2676546 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2676701.500000 Penalty: 3236.126709
	Iteration 29Q: 3 clusters Score -2676702 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2676887.000000 Penalty: 3236.126709
	Iteration 30Q: 3 clusters Score -2676887 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2677078.250000 Penalty: 3236.126709
	Iteration 31Q: 3 clusters Score -2677078 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2677287.750000 Penalty: 3236.126709
	Iteration 32Q: 3 clusters Score -2677288 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2677491.750000 Penalty: 3236.126709
	Iteration 33Q: 3 clusters Score -2677492 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2677654.250000 Penalty: 3236.126709
	Iteration 34Q: 3 clusters Score -2677654 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2677818.000000 Penalty: 3236.126709
	Iteration 35Q: 3 clusters Score -2677818 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2677942.750000 Penalty: 3236.126709
	Iteration 36Q: 3 clusters Score -2677943 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2678047.750000 Penalty: 3236.126709
	Iteration 37Q: 3 clusters Score -2678048 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2678139.500000 Penalty: 3236.126709
	Iteration 38Q: 3 clusters Score -2678140 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2678214.500000 Penalty: 3236.126709
	Iteration 39Q: 3 clusters Score -2678214 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2678293.500000 Penalty: 3236.126709
	Iteration 40F: 3 clusters Score -2678294 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2678335.000000 Penalty: 3236.126709
	Iteration 41Q: 3 clusters Score -2678335 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2678372.750000 Penalty: 3236.126709
	Iteration 42Q: 3 clusters Score -2678373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2678414.750000 Penalty: 3236.126709
	Iteration 43Q: 3 clusters Score -2678415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2678444.250000 Penalty: 3236.126709
	Iteration 44Q: 3 clusters Score -2678444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2678459.000000 Penalty: 3236.126709
	Iteration 45Q: 3 clusters Score -2678459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2678475.500000 Penalty: 3236.126709
	Iteration 46Q: 3 clusters Score -2678476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2678482.750000 Penalty: 3236.126709
	Iteration 47Q: 3 clusters Score -2678483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2678494.250000 Penalty: 3236.126709
	Iteration 48Q: 3 clusters Score -2678494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2678511.500000 Penalty: 3236.126709
	Iteration 49Q: 3 clusters Score -2678512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2678523.250000 Penalty: 3236.126709
	Iteration 50Q: 3 clusters Score -2678523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2678526.750000 Penalty: 3236.126709
	Iteration 51Q: 3 clusters Score -2678527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2678530.750000 Penalty: 3236.126709
	Iteration 52Q: 3 clusters Score -2678531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2678532.250000 Penalty: 3236.126709
	Iteration 53Q: 3 clusters Score -2678532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2678535.750000 Penalty: 3236.126709
	Iteration 54Q: 3 clusters Score -2678536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2678536.500000 Penalty: 3236.126709
	Iteration 55Q: 3 clusters Score -2678536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2678538.750000 Penalty: 3236.126709
	Iteration 56Q: 3 clusters Score -2678539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2678543.750000 Penalty: 3236.126709
	Iteration 57Q: 3 clusters Score -2678544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2678544.000000 Penalty: 3236.126709
	Iteration 58Q: 3 clusters Score -2678544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2678544.000000 Penalty: 3236.126709
	Iteration 59F: 3 clusters Score -2678544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -58817.558594 Penalty: 1021.171814
	Iteration 0F: 2 clusters Score -58817.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57798.222656 Penalty: 2042.343628
	Iteration 0F: 3 clusters Score -57798.22 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58183.656250 Penalty: 2042.343628
	Iteration 1F: 3 clusters Score -58183.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58347.574219 Penalty: 2042.343628
	Iteration 2F: 3 clusters Score -58347.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -58416.605469 Penalty: 2042.343628
	Iteration 3F: 3 clusters Score -58416.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -58450.050781 Penalty: 2042.343628
	Iteration 4Q: 3 clusters Score -58450.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -58472.054688 Penalty: 2042.343628
	Iteration 5Q: 3 clusters Score -58472.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -58491.925781 Penalty: 2042.343628
	Iteration 6Q: 3 clusters Score -58491.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -58498.371094 Penalty: 2042.343628
	Iteration 7Q: 3 clusters Score -58498.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -58505.492188 Penalty: 2042.343628
	Iteration 8Q: 3 clusters Score -58505.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -58508.394531 Penalty: 2042.343628
	Iteration 9Q: 3 clusters Score -58508.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -58508.394531 Penalty: 2042.343628
	Iteration 10F: 3 clusters Score -58508.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 26278 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 57981 members 
Mstep: Class 5 contains 52955 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 801 members 
Mstep: Class 10 contains 40496 members 
Mstep: Class 11 contains 19939 members 
Mstep: Class 12 contains 873 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 55439 members 
Mstep: Class 20 contains 2799 members 
Mstep: Class 22 contains 111008 members 
Mstep: Class 23 contains 21106 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54015356.000000 Penalty: 39992.996094
Iteration 79Q: 20 clusters Score -5.401536e+07 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 26535 members 
Mstep: Class 3 contains 300 members 
Mstep: Class 4 contains 58503 members 
Mstep: Class 5 contains 52476 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 18366 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 813 members 
Mstep: Class 10 contains 39876 members 
Mstep: Class 11 contains 19874 members 
Mstep: Class 12 contains 882 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 17 contains 55918 members 
Mstep: Class 20 contains 2836 members 
Mstep: Class 22 contains 111860 members 
Mstep: Class 23 contains 21114 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54018240.000000 Penalty: 39992.996094
Iteration 80F: 20 clusters Score -5.401824e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 26560 members 
Mstep: Class 3 contains 301 members 
Mstep: Class 4 contains 58247 members 
Mstep: Class 5 contains 52023 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 19129 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 815 members 
Mstep: Class 10 contains 39174 members 
Mstep: Class 11 contains 19671 members 
Mstep: Class 12 contains 882 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 17 contains 57587 members 
Mstep: Class 20 contains 2873 members 
Mstep: Class 22 contains 110872 members 
Mstep: Class 23 contains 21120 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54019740.000000 Penalty: 39992.996094
Iteration 81Q: 20 clusters Score -5.401974e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 26600 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 57985 members 
Mstep: Class 5 contains 51622 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 19617 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 814 members 
Mstep: Class 10 contains 38429 members 
Mstep: Class 11 contains 19481 members 
Mstep: Class 12 contains 883 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 17 contains 58883 members 
Mstep: Class 20 contains 2906 members 
Mstep: Class 22 contains 110693 members 
Mstep: Class 23 contains 20975 members 
Mstep: Class 24 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54020228.000000 Penalty: 39992.996094
Iteration 82Q: 20 clusters Score -5.402023e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 26628 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 57820 members 
Mstep: Class 5 contains 51338 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 20043 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 809 members 
Mstep: Class 10 contains 37678 members 
Mstep: Class 11 contains 19301 members 
Mstep: Class 12 contains 883 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 17 contains 59679 members 
Mstep: Class 20 contains 2924 members 
Mstep: Class 22 contains 110873 members 
Mstep: Class 23 contains 20846 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54020048.000000 Penalty: 39992.996094
Iteration 83Q: 20 clusters Score -5.402005e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 26629 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 57822 members 
Mstep: Class 5 contains 51077 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 20431 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 801 members 
Mstep: Class 10 contains 36882 members 
Mstep: Class 11 contains 19163 members 
Mstep: Class 12 contains 884 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 17 contains 60316 members 
Mstep: Class 20 contains 2936 members 
Mstep: Class 22 contains 111103 members 
Mstep: Class 23 contains 20713 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Score: -54019892.000000 Penalty: 39992.996094
Iteration 84Q: 20 clusters Score -5.401989e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 26632 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 57878 members 
Mstep: Class 5 contains 50903 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 20797 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 797 members 
Mstep: Class 10 contains 36139 members 
Mstep: Class 11 contains 19051 members 
Mstep: Class 12 contains 885 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 17 contains 60815 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 22 contains 111253 members 
Mstep: Class 23 contains 20608 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 85Q: 20 clusters Score -5.401966e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 26655 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 57972 members 
Mstep: Class 5 contains 50681 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 21136 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 794 members 
Mstep: Class 10 contains 35406 members 
Mstep: Class 11 contains 18986 members 
Mstep: Class 12 contains 888 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 17 contains 61152 members 
Mstep: Class 20 contains 2948 members 
Mstep: Class 22 contains 111529 members 
Mstep: Class 23 contains 20515 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 86Q: 20 clusters Score -5.401936e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 26678 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 58085 members 
Mstep: Class 5 contains 50490 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 21451 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 790 members 
Mstep: Class 10 contains 34679 members 
Mstep: Class 11 contains 18935 members 
Mstep: Class 12 contains 892 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 61467 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 22 contains 111777 members 
Mstep: Class 23 contains 20452 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 87Q: 20 clusters Score -5.40191e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 26706 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 58220 members 
Mstep: Class 5 contains 50321 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 21723 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 33995 members 
Mstep: Class 11 contains 18887 members 
Mstep: Class 12 contains 892 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 61742 members 
Mstep: Class 20 contains 2955 members 
Mstep: Class 22 contains 112007 members 
Mstep: Class 23 contains 20405 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 88Q: 20 clusters Score -5.401866e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 26729 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 58404 members 
Mstep: Class 5 contains 50214 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 22001 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 33330 members 
Mstep: Class 11 contains 18833 members 
Mstep: Class 12 contains 892 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 61965 members 
Mstep: Class 20 contains 2958 members 
Mstep: Class 22 contains 112157 members 
Mstep: Class 23 contains 20361 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 89Q: 20 clusters Score -5.401809e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 26744 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 58596 members 
Mstep: Class 5 contains 50125 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 22240 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 782 members 
Mstep: Class 10 contains 32687 members 
Mstep: Class 11 contains 18804 members 
Mstep: Class 12 contains 892 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62152 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 22 contains 112309 members 
Mstep: Class 23 contains 20330 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 90Q: 20 clusters Score -5.401783e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 26744 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 58842 members 
Mstep: Class 5 contains 50047 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 22445 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 32079 members 
Mstep: Class 11 contains 18772 members 
Mstep: Class 12 contains 894 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62317 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 22 contains 112411 members 
Mstep: Class 23 contains 20317 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 91Q: 20 clusters Score -5.401771e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 26762 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 59097 members 
Mstep: Class 5 contains 49977 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 22650 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 31459 members 
Mstep: Class 11 contains 18749 members 
Mstep: Class 12 contains 893 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62406 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 22 contains 112563 members 
Mstep: Class 23 contains 20310 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 92Q: 20 clusters Score -5.40178e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 26793 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 59336 members 
Mstep: Class 5 contains 49915 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 22818 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 30876 members 
Mstep: Class 11 contains 18747 members 
Mstep: Class 12 contains 893 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62486 members 
Mstep: Class 20 contains 2960 members 
Mstep: Class 22 contains 112711 members 
Mstep: Class 23 contains 20302 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 93Q: 20 clusters Score -5.401758e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 26835 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 59478 members 
Mstep: Class 5 contains 49866 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 22974 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 30432 members 
Mstep: Class 11 contains 18762 members 
Mstep: Class 12 contains 893 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62527 members 
Mstep: Class 20 contains 2962 members 
Mstep: Class 22 contains 112829 members 
Mstep: Class 23 contains 20284 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 94Q: 20 clusters Score -5.401752e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 26879 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 59561 members 
Mstep: Class 5 contains 49792 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 23144 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 30045 members 
Mstep: Class 11 contains 18786 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62578 members 
Mstep: Class 20 contains 2969 members 
Mstep: Class 22 contains 112940 members 
Mstep: Class 23 contains 20263 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 95Q: 20 clusters Score -5.401726e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 26917 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 59688 members 
Mstep: Class 5 contains 49711 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 23298 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 29681 members 
Mstep: Class 11 contains 18795 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62608 members 
Mstep: Class 20 contains 2974 members 
Mstep: Class 22 contains 113035 members 
Mstep: Class 23 contains 20244 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 96Q: 20 clusters Score -5.401715e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 26954 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 59778 members 
Mstep: Class 5 contains 49646 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 23436 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 29354 members 
Mstep: Class 11 contains 18803 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62660 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 22 contains 113092 members 
Mstep: Class 23 contains 20241 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 97Q: 20 clusters Score -5.401694e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 26960 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 59890 members 
Mstep: Class 5 contains 49614 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 23574 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 29081 members 
Mstep: Class 11 contains 18814 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62686 members 
Mstep: Class 20 contains 2984 members 
Mstep: Class 22 contains 113121 members 
Mstep: Class 23 contains 20230 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 98Q: 20 clusters Score -5.401672e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 26978 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 59947 members 
Mstep: Class 5 contains 49569 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 23705 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 28860 members 
Mstep: Class 11 contains 18830 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62690 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 22 contains 113170 members 
Mstep: Class 23 contains 20222 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 99Q: 20 clusters Score -5.401681e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 27008 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 59958 members 
Mstep: Class 5 contains 49519 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 23826 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 28683 members 
Mstep: Class 11 contains 18838 members 
Mstep: Class 12 contains 889 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62697 members 
Mstep: Class 20 contains 2987 members 
Mstep: Class 22 contains 113236 members 
Mstep: Class 23 contains 20214 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 100F: 20 clusters Score -5.401664e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 27037 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 59880 members 
Mstep: Class 5 contains 49488 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 23932 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 28584 members 
Mstep: Class 11 contains 18838 members 
Mstep: Class 12 contains 888 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62708 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 22 contains 113313 members 
Mstep: Class 23 contains 20207 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 101Q: 20 clusters Score -5.401657e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 27072 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 59739 members 
Mstep: Class 5 contains 49476 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 24021 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 28542 members 
Mstep: Class 11 contains 18833 members 
Mstep: Class 12 contains 888 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62745 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 22 contains 113365 members 
Mstep: Class 23 contains 20195 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 102Q: 20 clusters Score -5.401661e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 27092 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 59567 members 
Mstep: Class 5 contains 49468 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 24123 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 28557 members 
Mstep: Class 11 contains 18819 members 
Mstep: Class 12 contains 888 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62760 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 22 contains 113419 members 
Mstep: Class 23 contains 20173 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 103Q: 20 clusters Score -5.401664e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 27126 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 59372 members 
Mstep: Class 5 contains 49464 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 24197 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 28615 members 
Mstep: Class 11 contains 18823 members 
Mstep: Class 12 contains 888 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62768 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 22 contains 113463 members 
Mstep: Class 23 contains 20151 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 104Q: 20 clusters Score -5.401662e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 27162 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 59153 members 
Mstep: Class 5 contains 49460 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 24264 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 28715 members 
Mstep: Class 11 contains 18820 members 
Mstep: Class 12 contains 888 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62759 members 
Mstep: Class 20 contains 2991 members 
Mstep: Class 22 contains 113501 members 
Mstep: Class 23 contains 20146 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 105Q: 20 clusters Score -5.401648e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 27197 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 58914 members 
Mstep: Class 5 contains 49467 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 24340 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 772 members 
Mstep: Class 10 contains 28798 members 
Mstep: Class 11 contains 18814 members 
Mstep: Class 12 contains 888 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62754 members 
Mstep: Class 20 contains 2993 members 
Mstep: Class 22 contains 113552 members 
Mstep: Class 23 contains 20144 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 106Q: 20 clusters Score -5.401638e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 27223 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 58686 members 
Mstep: Class 5 contains 49467 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 24423 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 28902 members 
Mstep: Class 11 contains 18817 members 
Mstep: Class 12 contains 888 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62722 members 
Mstep: Class 20 contains 2993 members 
Mstep: Class 22 contains 113606 members 
Mstep: Class 23 contains 20135 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 107Q: 20 clusters Score -5.401624e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 27259 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 58463 members 
Mstep: Class 5 contains 49449 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 24485 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 28995 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 889 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62746 members 
Mstep: Class 20 contains 2993 members 
Mstep: Class 22 contains 113652 members 
Mstep: Class 23 contains 20123 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 108Q: 20 clusters Score -5.401624e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 27297 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 58205 members 
Mstep: Class 5 contains 49424 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 24539 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 29118 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 889 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62780 members 
Mstep: Class 20 contains 2993 members 
Mstep: Class 22 contains 113703 members 
Mstep: Class 23 contains 20111 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 109Q: 20 clusters Score -5.401622e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 27306 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 57961 members 
Mstep: Class 5 contains 49414 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 24605 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 29224 members 
Mstep: Class 11 contains 18819 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62802 members 
Mstep: Class 20 contains 2993 members 
Mstep: Class 22 contains 113765 members 
Mstep: Class 23 contains 20097 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 110Q: 20 clusters Score -5.401596e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 27318 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 57739 members 
Mstep: Class 5 contains 49402 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 24660 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 29380 members 
Mstep: Class 11 contains 18817 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62797 members 
Mstep: Class 20 contains 2993 members 
Mstep: Class 22 contains 113784 members 
Mstep: Class 23 contains 20096 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 111Q: 20 clusters Score -5.401597e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 27313 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 57485 members 
Mstep: Class 5 contains 49382 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 24723 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 29601 members 
Mstep: Class 11 contains 18816 members 
Mstep: Class 12 contains 890 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62770 members 
Mstep: Class 20 contains 2993 members 
Mstep: Class 22 contains 113808 members 
Mstep: Class 23 contains 20094 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
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Iteration 112Q: 20 clusters Score -5.401596e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 27321 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 57216 members 
Mstep: Class 5 contains 49361 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 24790 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 29849 members 
Mstep: Class 11 contains 18820 members 
Mstep: Class 12 contains 889 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62737 members 
Mstep: Class 20 contains 2993 members 
Mstep: Class 22 contains 113804 members 
Mstep: Class 23 contains 20092 members 
Mstep: Class 24 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016056.000000 Penalty: 39992.996094
Iteration 113Q: 20 clusters Score -5.401606e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 27329 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 56944 members 
Mstep: Class 5 contains 49353 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 24844 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 30094 members 
Mstep: Class 11 contains 18829 members 
Mstep: Class 12 contains 888 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62702 members 
Mstep: Class 20 contains 2993 members 
Mstep: Class 22 contains 113811 members 
Mstep: Class 23 contains 20086 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016136.000000 Penalty: 39992.996094
Iteration 114Q: 20 clusters Score -5.401614e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 27332 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 56640 members 
Mstep: Class 5 contains 49345 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 24887 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 30390 members 
Mstep: Class 11 contains 18830 members 
Mstep: Class 12 contains 888 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62662 members 
Mstep: Class 20 contains 2996 members 
Mstep: Class 22 contains 113824 members 
Mstep: Class 23 contains 20079 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016108.000000 Penalty: 39992.996094
Iteration 115Q: 20 clusters Score -5.401611e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 27328 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 56370 members 
Mstep: Class 5 contains 49336 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 24928 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 30669 members 
Mstep: Class 11 contains 18836 members 
Mstep: Class 12 contains 888 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62596 members 
Mstep: Class 20 contains 2999 members 
Mstep: Class 22 contains 113859 members 
Mstep: Class 23 contains 20066 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016008.000000 Penalty: 39992.996094
Iteration 116Q: 20 clusters Score -5.401601e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 27336 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 56040 members 
Mstep: Class 5 contains 49337 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 24963 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 30993 members 
Mstep: Class 11 contains 18849 members 
Mstep: Class 12 contains 888 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62530 members 
Mstep: Class 20 contains 3002 members 
Mstep: Class 22 contains 113897 members 
Mstep: Class 23 contains 20046 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016108.000000 Penalty: 39992.996094
Iteration 117Q: 20 clusters Score -5.401611e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 27335 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 55673 members 
Mstep: Class 5 contains 49327 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25004 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 31325 members 
Mstep: Class 11 contains 18853 members 
Mstep: Class 12 contains 888 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62520 members 
Mstep: Class 20 contains 3005 members 
Mstep: Class 22 contains 113919 members 
Mstep: Class 23 contains 20033 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016108.000000 Penalty: 39992.996094
Iteration 118Q: 20 clusters Score -5.401611e+07 nChanged 1186
Entering ConstructFrom: 
Score: -54016108.000000 Penalty: 39992.996094
Entering ConstructFrom: 
Trying to split cluster 1 (10694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Entering Unmasked Estep 
Score: -1400602.875000 Penalty: 1507.583740
	Iteration 0F: 2 clusters Score -1400603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1392995.500000 Penalty: 3015.167480
	Iteration 0F: 3 clusters Score -1392996 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1395569.250000 Penalty: 3015.167480
	Iteration 1F: 3 clusters Score -1395569 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1395876.250000 Penalty: 3015.167480
	Iteration 2F: 3 clusters Score -1395876 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1396131.500000 Penalty: 3015.167480
	Iteration 3F: 3 clusters Score -1396132 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1396399.375000 Penalty: 3015.167480
	Iteration 4Q: 3 clusters Score -1396399 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1396710.500000 Penalty: 3015.167480
	Iteration 5Q: 3 clusters Score -1396710 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1397076.750000 Penalty: 3015.167480
	Iteration 6F: 3 clusters Score -1397077 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1397507.250000 Penalty: 3015.167480
	Iteration 7F: 3 clusters Score -1397507 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1397948.375000 Penalty: 3015.167480
	Iteration 8F: 3 clusters Score -1397948 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1398265.625000 Penalty: 3015.167480
	Iteration 9Q: 3 clusters Score -1398266 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1398430.375000 Penalty: 3015.167480
	Iteration 10Q: 3 clusters Score -1398430 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1398513.250000 Penalty: 3015.167480
	Iteration 11Q: 3 clusters Score -1398513 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1398580.375000 Penalty: 3015.167480
	Iteration 12Q: 3 clusters Score -1398580 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1398633.125000 Penalty: 3015.167480
	Iteration 13Q: 3 clusters Score -1398633 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1398690.875000 Penalty: 3015.167480
	Iteration 14Q: 3 clusters Score -1398691 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1398732.625000 Penalty: 3015.167480
	Iteration 15Q: 3 clusters Score -1398733 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1398756.875000 Penalty: 3015.167480
	Iteration 16Q: 3 clusters Score -1398757 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1398775.500000 Penalty: 3015.167480
	Iteration 17Q: 3 clusters Score -1398776 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1398790.250000 Penalty: 3015.167480
	Iteration 18Q: 3 clusters Score -1398790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1398808.125000 Penalty: 3015.167480
	Iteration 19Q: 3 clusters Score -1398808 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1398821.375000 Penalty: 3015.167480
	Iteration 20F: 3 clusters Score -1398821 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1398839.625000 Penalty: 3015.167480
	Iteration 21Q: 3 clusters Score -1398840 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1398859.625000 Penalty: 3015.167480
	Iteration 22Q: 3 clusters Score -1398860 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1398883.625000 Penalty: 3015.167480
	Iteration 23Q: 3 clusters Score -1398884 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1398905.750000 Penalty: 3015.167480
	Iteration 24Q: 3 clusters Score -1398906 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1398922.500000 Penalty: 3015.167480
	Iteration 25Q: 3 clusters Score -1398922 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1398938.125000 Penalty: 3015.167480
	Iteration 26Q: 3 clusters Score -1398938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1398951.500000 Penalty: 3015.167480
	Iteration 27Q: 3 clusters Score -1398952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1398964.250000 Penalty: 3015.167480
	Iteration 28Q: 3 clusters Score -1398964 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1398980.750000 Penalty: 3015.167480
	Iteration 29Q: 3 clusters Score -1398981 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1398992.250000 Penalty: 3015.167480
	Iteration 30Q: 3 clusters Score -1398992 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1399012.250000 Penalty: 3015.167480
	Iteration 31Q: 3 clusters Score -1399012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1399030.375000 Penalty: 3015.167480
	Iteration 32Q: 3 clusters Score -1399030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1399041.875000 Penalty: 3015.167480
	Iteration 33Q: 3 clusters Score -1399042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1399057.375000 Penalty: 3015.167480
	Iteration 34Q: 3 clusters Score -1399057 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1399077.875000 Penalty: 3015.167480
	Iteration 35Q: 3 clusters Score -1399078 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1399085.625000 Penalty: 3015.167480
	Iteration 36Q: 3 clusters Score -1399086 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1399096.375000 Penalty: 3015.167480
	Iteration 37Q: 3 clusters Score -1399096 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1399104.250000 Penalty: 3015.167480
	Iteration 38Q: 3 clusters Score -1399104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1399115.750000 Penalty: 3015.167480
	Iteration 39Q: 3 clusters Score -1399116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1399130.375000 Penalty: 3015.167480
	Iteration 40F: 3 clusters Score -1399130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1399149.625000 Penalty: 3015.167480
	Iteration 41Q: 3 clusters Score -1399150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1399158.500000 Penalty: 3015.167480
	Iteration 42Q: 3 clusters Score -1399158 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1399172.875000 Penalty: 3015.167480
	Iteration 43Q: 3 clusters Score -1399173 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1399191.750000 Penalty: 3015.167480
	Iteration 44Q: 3 clusters Score -1399192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1399202.250000 Penalty: 3015.167480
	Iteration 45Q: 3 clusters Score -1399202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1399210.250000 Penalty: 3015.167480
	Iteration 46Q: 3 clusters Score -1399210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1399224.125000 Penalty: 3015.167480
	Iteration 47Q: 3 clusters Score -1399224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1399226.750000 Penalty: 3015.167480
	Iteration 48Q: 3 clusters Score -1399227 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1399234.125000 Penalty: 3015.167480
	Iteration 49Q: 3 clusters Score -1399234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1399239.250000 Penalty: 3015.167480
	Iteration 50Q: 3 clusters Score -1399239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1399244.375000 Penalty: 3015.167480
	Iteration 51Q: 3 clusters Score -1399244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1399251.875000 Penalty: 3015.167480
	Iteration 52Q: 3 clusters Score -1399252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1399257.750000 Penalty: 3015.167480
	Iteration 53Q: 3 clusters Score -1399258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1399259.875000 Penalty: 3015.167480
	Iteration 54Q: 3 clusters Score -1399260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1399265.500000 Penalty: 3015.167480
	Iteration 55Q: 3 clusters Score -1399266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1399268.375000 Penalty: 3015.167480
	Iteration 56Q: 3 clusters Score -1399268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1399276.000000 Penalty: 3015.167480
	Iteration 57Q: 3 clusters Score -1399276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1399282.000000 Penalty: 3015.167480
	Iteration 58Q: 3 clusters Score -1399282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1399287.625000 Penalty: 3015.167480
	Iteration 59Q: 3 clusters Score -1399288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1399292.500000 Penalty: 3015.167480
	Iteration 60F: 3 clusters Score -1399292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1399293.500000 Penalty: 3015.167480
	Iteration 61Q: 3 clusters Score -1399294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1399292.750000 Penalty: 3015.167480
	Iteration 62Q: 3 clusters Score -1399293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1399293.500000 Penalty: 3015.167480
	Iteration 63Q: 3 clusters Score -1399294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1399294.000000 Penalty: 3015.167480
	Iteration 64Q: 3 clusters Score -1399294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1399296.750000 Penalty: 3015.167480
	Iteration 65Q: 3 clusters Score -1399297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1399300.500000 Penalty: 3015.167480
	Iteration 66Q: 3 clusters Score -1399300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1399302.875000 Penalty: 3015.167480
	Iteration 67Q: 3 clusters Score -1399303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1399303.000000 Penalty: 3015.167480
	Iteration 68Q: 3 clusters Score -1399303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1399304.625000 Penalty: 3015.167480
	Iteration 69Q: 3 clusters Score -1399305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1399308.750000 Penalty: 3015.167480
	Iteration 70Q: 3 clusters Score -1399309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1399306.500000 Penalty: 3015.167480
	Iteration 71Q: 3 clusters Score -1399306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1399309.750000 Penalty: 3015.167480
	Iteration 72Q: 3 clusters Score -1399310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1399312.000000 Penalty: 3015.167480
	Iteration 73Q: 3 clusters Score -1399312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1399315.500000 Penalty: 3015.167480
	Iteration 74Q: 3 clusters Score -1399316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1399314.625000 Penalty: 3015.167480
	Iteration 75Q: 3 clusters Score -1399315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1399316.875000 Penalty: 3015.167480
	Iteration 76Q: 3 clusters Score -1399317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1399321.875000 Penalty: 3015.167480
	Iteration 77Q: 3 clusters Score -1399322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1399320.750000 Penalty: 3015.167480
	Iteration 78Q: 3 clusters Score -1399321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1399320.500000 Penalty: 3015.167480
	Iteration 79Q: 3 clusters Score -1399320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1399324.875000 Penalty: 3015.167480
	Iteration 80F: 3 clusters Score -1399325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1399328.625000 Penalty: 3015.167480
	Iteration 81Q: 3 clusters Score -1399329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1399329.000000 Penalty: 3015.167480
	Iteration 82Q: 3 clusters Score -1399329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1399332.375000 Penalty: 3015.167480
	Iteration 83Q: 3 clusters Score -1399332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1399334.000000 Penalty: 3015.167480
	Iteration 84Q: 3 clusters Score -1399334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1399337.000000 Penalty: 3015.167480
	Iteration 85Q: 3 clusters Score -1399337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1399335.500000 Penalty: 3015.167480
	Iteration 86Q: 3 clusters Score -1399336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1399336.875000 Penalty: 3015.167480
	Iteration 87Q: 3 clusters Score -1399337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1399336.875000 Penalty: 3015.167480
	Iteration 88F: 3 clusters Score -1399337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Entering Unmasked Estep 
Score: -3586704.500000 Penalty: 1660.117310
	Iteration 0F: 2 clusters Score -3586704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -3568195.250000 Penalty: 3320.234619
	Iteration 0F: 3 clusters Score -3568195 nChanged 12479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3575062.500000 Penalty: 3320.234619
	Iteration 1F: 3 clusters Score -3575062 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3575394.750000 Penalty: 3320.234619
	Iteration 2Q: 3 clusters Score -3575395 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3575750.500000 Penalty: 3320.234619
	Iteration 3Q: 3 clusters Score -3575750 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -3576121.500000 Penalty: 3320.234619
	Iteration 4Q: 3 clusters Score -3576122 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -3576471.250000 Penalty: 3320.234619
	Iteration 5Q: 3 clusters Score -3576471 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -3576904.000000 Penalty: 3320.234619
	Iteration 6Q: 3 clusters Score -3576904 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -3577468.000000 Penalty: 3320.234619
	Iteration 7Q: 3 clusters Score -3577468 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3578218.500000 Penalty: 3320.234619
	Iteration 8Q: 3 clusters Score -3578218 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -3579146.750000 Penalty: 3320.234619
	Iteration 9F: 3 clusters Score -3579147 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -3580206.250000 Penalty: 3320.234619
	Iteration 10F: 3 clusters Score -3580206 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3580976.500000 Penalty: 3320.234619
	Iteration 11F: 3 clusters Score -3580976 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -3581394.750000 Penalty: 3320.234619
	Iteration 12Q: 3 clusters Score -3581395 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -3581601.250000 Penalty: 3320.234619
	Iteration 13Q: 3 clusters Score -3581601 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3581719.750000 Penalty: 3320.234619
	Iteration 14Q: 3 clusters Score -3581720 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -3581816.750000 Penalty: 3320.234619
	Iteration 15Q: 3 clusters Score -3581817 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -3581909.500000 Penalty: 3320.234619
	Iteration 16Q: 3 clusters Score -3581910 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -3581991.500000 Penalty: 3320.234619
	Iteration 17Q: 3 clusters Score -3581992 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -3582047.000000 Penalty: 3320.234619
	Iteration 18Q: 3 clusters Score -3582047 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -3582120.250000 Penalty: 3320.234619
	Iteration 19Q: 3 clusters Score -3582120 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -3582183.750000 Penalty: 3320.234619
	Iteration 20F: 3 clusters Score -3582184 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -3582244.000000 Penalty: 3320.234619
	Iteration 21Q: 3 clusters Score -3582244 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -3582293.750000 Penalty: 3320.234619
	Iteration 22Q: 3 clusters Score -3582294 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -3582351.750000 Penalty: 3320.234619
	Iteration 23Q: 3 clusters Score -3582352 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -3582407.000000 Penalty: 3320.234619
	Iteration 24Q: 3 clusters Score -3582407 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -3582456.250000 Penalty: 3320.234619
	Iteration 25Q: 3 clusters Score -3582456 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -3582497.250000 Penalty: 3320.234619
	Iteration 26Q: 3 clusters Score -3582497 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -3582556.750000 Penalty: 3320.234619
	Iteration 27Q: 3 clusters Score -3582557 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -3582615.500000 Penalty: 3320.234619
	Iteration 28Q: 3 clusters Score -3582616 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -3582672.000000 Penalty: 3320.234619
	Iteration 29Q: 3 clusters Score -3582672 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -3582734.000000 Penalty: 3320.234619
	Iteration 30Q: 3 clusters Score -3582734 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -3582777.750000 Penalty: 3320.234619
	Iteration 31Q: 3 clusters Score -3582778 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3582851.750000 Penalty: 3320.234619
	Iteration 32Q: 3 clusters Score -3582852 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -3582890.750000 Penalty: 3320.234619
	Iteration 33Q: 3 clusters Score -3582891 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -3582938.750000 Penalty: 3320.234619
	Iteration 34Q: 3 clusters Score -3582939 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -3583002.250000 Penalty: 3320.234619
	Iteration 35Q: 3 clusters Score -3583002 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -3583062.750000 Penalty: 3320.234619
	Iteration 36Q: 3 clusters Score -3583063 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -3583115.250000 Penalty: 3320.234619
	Iteration 37Q: 3 clusters Score -3583115 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -3583175.250000 Penalty: 3320.234619
	Iteration 38Q: 3 clusters Score -3583175 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -3583230.500000 Penalty: 3320.234619
	Iteration 39Q: 3 clusters Score -3583230 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -3583290.500000 Penalty: 3320.234619
	Iteration 40F: 3 clusters Score -3583290 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -3583339.250000 Penalty: 3320.234619
	Iteration 41Q: 3 clusters Score -3583339 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -3583427.500000 Penalty: 3320.234619
	Iteration 42Q: 3 clusters Score -3583428 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -3583495.000000 Penalty: 3320.234619
	Iteration 43Q: 3 clusters Score -3583495 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -3583553.000000 Penalty: 3320.234619
	Iteration 44Q: 3 clusters Score -3583553 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -3583616.500000 Penalty: 3320.234619
	Iteration 45Q: 3 clusters Score -3583616 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -3583707.000000 Penalty: 3320.234619
	Iteration 46Q: 3 clusters Score -3583707 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -3583773.750000 Penalty: 3320.234619
	Iteration 47Q: 3 clusters Score -3583774 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -3583852.000000 Penalty: 3320.234619
	Iteration 48Q: 3 clusters Score -3583852 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -3583919.000000 Penalty: 3320.234619
	Iteration 49Q: 3 clusters Score -3583919 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -3583981.250000 Penalty: 3320.234619
	Iteration 50Q: 3 clusters Score -3583981 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -3584029.250000 Penalty: 3320.234619
	Iteration 51Q: 3 clusters Score -3584029 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -3584086.500000 Penalty: 3320.234619
	Iteration 52Q: 3 clusters Score -3584086 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -3584127.750000 Penalty: 3320.234619
	Iteration 53Q: 3 clusters Score -3584128 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -3584176.500000 Penalty: 3320.234619
	Iteration 54Q: 3 clusters Score -3584176 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3584217.750000 Penalty: 3320.234619
	Iteration 55Q: 3 clusters Score -3584218 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3584271.000000 Penalty: 3320.234619
	Iteration 56Q: 3 clusters Score -3584271 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -3584310.500000 Penalty: 3320.234619
	Iteration 57Q: 3 clusters Score -3584310 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3584380.250000 Penalty: 3320.234619
	Iteration 58Q: 3 clusters Score -3584380 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3584419.000000 Penalty: 3320.234619
	Iteration 59Q: 3 clusters Score -3584419 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -3584480.500000 Penalty: 3320.234619
	Iteration 60F: 3 clusters Score -3584480 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3584514.750000 Penalty: 3320.234619
	Iteration 61Q: 3 clusters Score -3584515 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -3584549.750000 Penalty: 3320.234619
	Iteration 62Q: 3 clusters Score -3584550 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3584584.750000 Penalty: 3320.234619
	Iteration 63Q: 3 clusters Score -3584585 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3584632.750000 Penalty: 3320.234619
	Iteration 64Q: 3 clusters Score -3584633 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3584700.500000 Penalty: 3320.234619
	Iteration 65Q: 3 clusters Score -3584700 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3584739.000000 Penalty: 3320.234619
	Iteration 66Q: 3 clusters Score -3584739 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3584770.500000 Penalty: 3320.234619
	Iteration 67Q: 3 clusters Score -3584770 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3584811.250000 Penalty: 3320.234619
	Iteration 68Q: 3 clusters Score -3584811 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3584852.750000 Penalty: 3320.234619
	Iteration 69Q: 3 clusters Score -3584853 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3584882.250000 Penalty: 3320.234619
	Iteration 70Q: 3 clusters Score -3584882 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3584917.750000 Penalty: 3320.234619
	Iteration 71Q: 3 clusters Score -3584918 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3584948.000000 Penalty: 3320.234619
	Iteration 72Q: 3 clusters Score -3584948 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3584973.500000 Penalty: 3320.234619
	Iteration 73Q: 3 clusters Score -3584974 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3584997.000000 Penalty: 3320.234619
	Iteration 74Q: 3 clusters Score -3584997 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3585002.750000 Penalty: 3320.234619
	Iteration 75Q: 3 clusters Score -3585003 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3585026.250000 Penalty: 3320.234619
	Iteration 76Q: 3 clusters Score -3585026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3585043.750000 Penalty: 3320.234619
	Iteration 77Q: 3 clusters Score -3585044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3585062.000000 Penalty: 3320.234619
	Iteration 78Q: 3 clusters Score -3585062 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3585081.500000 Penalty: 3320.234619
	Iteration 79Q: 3 clusters Score -3585082 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3585101.750000 Penalty: 3320.234619
	Iteration 80F: 3 clusters Score -3585102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3585102.750000 Penalty: 3320.234619
	Iteration 81Q: 3 clusters Score -3585103 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3585127.000000 Penalty: 3320.234619
	Iteration 82Q: 3 clusters Score -3585127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3585141.000000 Penalty: 3320.234619
	Iteration 83Q: 3 clusters Score -3585141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3585152.000000 Penalty: 3320.234619
	Iteration 84Q: 3 clusters Score -3585152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3585166.500000 Penalty: 3320.234619
	Iteration 85Q: 3 clusters Score -3585166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3585179.750000 Penalty: 3320.234619
	Iteration 86Q: 3 clusters Score -3585180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3585189.250000 Penalty: 3320.234619
	Iteration 87Q: 3 clusters Score -3585189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3585202.250000 Penalty: 3320.234619
	Iteration 88Q: 3 clusters Score -3585202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3585209.000000 Penalty: 3320.234619
	Iteration 89Q: 3 clusters Score -3585209 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3585223.250000 Penalty: 3320.234619
	Iteration 90Q: 3 clusters Score -3585223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3585235.250000 Penalty: 3320.234619
	Iteration 91Q: 3 clusters Score -3585235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3585246.250000 Penalty: 3320.234619
	Iteration 92Q: 3 clusters Score -3585246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3585247.750000 Penalty: 3320.234619
	Iteration 93Q: 3 clusters Score -3585248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3585259.750000 Penalty: 3320.234619
	Iteration 94Q: 3 clusters Score -3585260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3585257.750000 Penalty: 3320.234619
	Iteration 95Q: 3 clusters Score -3585258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3585255.750000 Penalty: 3320.234619
	Iteration 96Q: 3 clusters Score -3585256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3585264.750000 Penalty: 3320.234619
	Iteration 97Q: 3 clusters Score -3585265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3585266.250000 Penalty: 3320.234619
	Iteration 98Q: 3 clusters Score -3585266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3585268.000000 Penalty: 3320.234619
	Iteration 99Q: 3 clusters Score -3585268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3585267.750000 Penalty: 3320.234619
	Iteration 100F: 3 clusters Score -3585268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3585271.250000 Penalty: 3320.234619
	Iteration 101Q: 3 clusters Score -3585271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3585274.000000 Penalty: 3320.234619
	Iteration 102Q: 3 clusters Score -3585274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3585274.750000 Penalty: 3320.234619
	Iteration 103Q: 3 clusters Score -3585275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3585276.000000 Penalty: 3320.234619
	Iteration 104Q: 3 clusters Score -3585276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3585276.250000 Penalty: 3320.234619
	Iteration 105Q: 3 clusters Score -3585276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3585275.000000 Penalty: 3320.234619
	Iteration 106Q: 3 clusters Score -3585275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3585273.750000 Penalty: 3320.234619
	Iteration 107Q: 3 clusters Score -3585274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3585270.250000 Penalty: 3320.234619
	Iteration 108Q: 3 clusters Score -3585270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3585274.250000 Penalty: 3320.234619
	Iteration 109Q: 3 clusters Score -3585274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3585274.250000 Penalty: 3320.234619
	Iteration 110F: 3 clusters Score -3585274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -13565.537109 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -13565.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12922.348633 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -12922.35 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13229.128906 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -13229.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13327.792969 Penalty: 1855.888672
	Iteration 2F: 3 clusters Score -13327.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13363.593750 Penalty: 1855.888672
	Iteration 3Q: 3 clusters Score -13363.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13364.420898 Penalty: 1855.888672
	Iteration 4Q: 3 clusters Score -13364.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13364.420898 Penalty: 1855.888672
	Iteration 5F: 3 clusters Score -13364.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Entering Unmasked Estep 
Score: -7255939.000000 Penalty: 1774.479980
	Iteration 0F: 2 clusters Score -7255939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -7219878.500000 Penalty: 3548.959961
	Iteration 0F: 3 clusters Score -7219878 nChanged 26051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -7235012.000000 Penalty: 3548.959961
	Iteration 1F: 3 clusters Score -7235012 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -7235956.000000 Penalty: 3548.959961
	Iteration 2Q: 3 clusters Score -7235956 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -7237288.500000 Penalty: 3548.959961
	Iteration 3Q: 3 clusters Score -7237288 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -7239018.500000 Penalty: 3548.959961
	Iteration 4Q: 3 clusters Score -7239018 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -7241155.000000 Penalty: 3548.959961
	Iteration 5F: 3 clusters Score -7241155 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -7243357.000000 Penalty: 3548.959961
	Iteration 6F: 3 clusters Score -7243357 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -7245310.500000 Penalty: 3548.959961
	Iteration 7F: 3 clusters Score -7245310 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -7246767.000000 Penalty: 3548.959961
	Iteration 8Q: 3 clusters Score -7246767 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -7247885.500000 Penalty: 3548.959961
	Iteration 9Q: 3 clusters Score -7247886 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -7248515.500000 Penalty: 3548.959961
	Iteration 10Q: 3 clusters Score -7248516 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -7248959.000000 Penalty: 3548.959961
	Iteration 11Q: 3 clusters Score -7248959 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -7249188.500000 Penalty: 3548.959961
	Iteration 12Q: 3 clusters Score -7249188 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -7249363.000000 Penalty: 3548.959961
	Iteration 13Q: 3 clusters Score -7249363 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -7249540.500000 Penalty: 3548.959961
	Iteration 14Q: 3 clusters Score -7249540 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -7249651.500000 Penalty: 3548.959961
	Iteration 15Q: 3 clusters Score -7249652 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -7249757.000000 Penalty: 3548.959961
	Iteration 16Q: 3 clusters Score -7249757 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -7249872.500000 Penalty: 3548.959961
	Iteration 17Q: 3 clusters Score -7249872 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -7249961.000000 Penalty: 3548.959961
	Iteration 18Q: 3 clusters Score -7249961 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -7250056.500000 Penalty: 3548.959961
	Iteration 19Q: 3 clusters Score -7250056 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -7250186.000000 Penalty: 3548.959961
	Iteration 20F: 3 clusters Score -7250186 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -7250294.500000 Penalty: 3548.959961
	Iteration 21Q: 3 clusters Score -7250294 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -7250429.000000 Penalty: 3548.959961
	Iteration 22Q: 3 clusters Score -7250429 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -7250628.000000 Penalty: 3548.959961
	Iteration 23Q: 3 clusters Score -7250628 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -7250803.000000 Penalty: 3548.959961
	Iteration 24Q: 3 clusters Score -7250803 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -7250962.500000 Penalty: 3548.959961
	Iteration 25Q: 3 clusters Score -7250962 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -7251091.000000 Penalty: 3548.959961
	Iteration 26Q: 3 clusters Score -7251091 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -7251184.000000 Penalty: 3548.959961
	Iteration 27Q: 3 clusters Score -7251184 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -7251263.500000 Penalty: 3548.959961
	Iteration 28Q: 3 clusters Score -7251264 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -7251296.000000 Penalty: 3548.959961
	Iteration 29Q: 3 clusters Score -7251296 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -7251318.500000 Penalty: 3548.959961
	Iteration 30Q: 3 clusters Score -7251318 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -7251334.000000 Penalty: 3548.959961
	Iteration 31Q: 3 clusters Score -7251334 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -7251332.000000 Penalty: 3548.959961
	Iteration 32Q: 3 clusters Score -7251332 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -7251338.500000 Penalty: 3548.959961
	Iteration 33Q: 3 clusters Score -7251338 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -7251345.500000 Penalty: 3548.959961
	Iteration 34Q: 3 clusters Score -7251346 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -7251341.000000 Penalty: 3548.959961
	Iteration 35Q: 3 clusters Score -7251341 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -7251357.000000 Penalty: 3548.959961
	Iteration 36Q: 3 clusters Score -7251357 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -7251364.000000 Penalty: 3548.959961
	Iteration 37Q: 3 clusters Score -7251364 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -7251350.000000 Penalty: 3548.959961
	Iteration 38Q: 3 clusters Score -7251350 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -7251359.000000 Penalty: 3548.959961
	Iteration 39Q: 3 clusters Score -7251359 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -7251356.000000 Penalty: 3548.959961
	Iteration 40F: 3 clusters Score -7251356 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -7251364.500000 Penalty: 3548.959961
	Iteration 41Q: 3 clusters Score -7251364 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -7251383.000000 Penalty: 3548.959961
	Iteration 42Q: 3 clusters Score -7251383 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -7251403.000000 Penalty: 3548.959961
	Iteration 43Q: 3 clusters Score -7251403 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -7251393.500000 Penalty: 3548.959961
	Iteration 44Q: 3 clusters Score -7251394 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -7251384.500000 Penalty: 3548.959961
	Iteration 45Q: 3 clusters Score -7251384 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -7251386.500000 Penalty: 3548.959961
	Iteration 46Q: 3 clusters Score -7251386 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -7251396.000000 Penalty: 3548.959961
	Iteration 47Q: 3 clusters Score -7251396 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -7251392.000000 Penalty: 3548.959961
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Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7251392 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7251390 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7251393 nChanged 75
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Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7251394 nChanged 79
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Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7251397 nChanged 85
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Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7251380 nChanged 77
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Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 29033 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7251419 nChanged 107
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35277 members 
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Mstep: Class 1 contains 37269 members 
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Mstep: Class 1 contains 38016 members 
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	Iteration 134Q: 3 clusters Score -7254660 nChanged 77
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	Iteration 140F: 3 clusters Score -7254663 nChanged 15
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Score: -7254666.500000 Penalty: 3548.959961
	Iteration 141Q: 3 clusters Score -7254666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7254659.500000 Penalty: 3548.959961
	Iteration 142Q: 3 clusters Score -7254660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7254668.500000 Penalty: 3548.959961
	Iteration 143Q: 3 clusters Score -7254668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7254673.000000 Penalty: 3548.959961
	Iteration 144Q: 3 clusters Score -7254673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7254663.000000 Penalty: 3548.959961
	Iteration 145Q: 3 clusters Score -7254663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7254653.500000 Penalty: 3548.959961
	Iteration 146Q: 3 clusters Score -7254654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7254650.500000 Penalty: 3548.959961
	Iteration 147Q: 3 clusters Score -7254650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7254660.500000 Penalty: 3548.959961
	Iteration 148Q: 3 clusters Score -7254660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7254663.000000 Penalty: 3548.959961
	Iteration 149Q: 3 clusters Score -7254663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54767 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7254663.000000 Penalty: 3548.959961
	Iteration 150Q: 3 clusters Score -7254663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7254664.500000 Penalty: 3548.959961
	Iteration 151Q: 3 clusters Score -7254664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7254659.000000 Penalty: 3548.959961
	Iteration 152Q: 3 clusters Score -7254659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7254660.000000 Penalty: 3548.959961
	Iteration 153Q: 3 clusters Score -7254660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7254663.000000 Penalty: 3548.959961
	Iteration 154Q: 3 clusters Score -7254663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54781 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7254657.000000 Penalty: 3548.959961
	Iteration 155Q: 3 clusters Score -7254657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7254669.000000 Penalty: 3548.959961
	Iteration 156Q: 3 clusters Score -7254669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7254669.500000 Penalty: 3548.959961
	Iteration 157Q: 3 clusters Score -7254670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54789 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7254664.000000 Penalty: 3548.959961
	Iteration 158Q: 3 clusters Score -7254664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54790 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7254662.500000 Penalty: 3548.959961
	Iteration 159Q: 3 clusters Score -7254662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7254667.500000 Penalty: 3548.959961
	Iteration 160F: 3 clusters Score -7254668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7254664.000000 Penalty: 3548.959961
	Iteration 161Q: 3 clusters Score -7254664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7254663.500000 Penalty: 3548.959961
	Iteration 162Q: 3 clusters Score -7254664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54800 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7254662.500000 Penalty: 3548.959961
	Iteration 163Q: 3 clusters Score -7254662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7254664.000000 Penalty: 3548.959961
	Iteration 164Q: 3 clusters Score -7254664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7254663.500000 Penalty: 3548.959961
	Iteration 165Q: 3 clusters Score -7254664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7254666.000000 Penalty: 3548.959961
	Iteration 166Q: 3 clusters Score -7254666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7254668.000000 Penalty: 3548.959961
	Iteration 167Q: 3 clusters Score -7254668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54812 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7254670.500000 Penalty: 3548.959961
	Iteration 168Q: 3 clusters Score -7254670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54813 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7254677.500000 Penalty: 3548.959961
	Iteration 169Q: 3 clusters Score -7254678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54813 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7254677.500000 Penalty: 3548.959961
	Iteration 170F: 3 clusters Score -7254678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Entering Unmasked Estep 
Score: -6410793.000000 Penalty: 1755.969116
	Iteration 0F: 2 clusters Score -6410793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -6377786.000000 Penalty: 3511.938232
	Iteration 0F: 3 clusters Score -6377786 nChanged 23169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -6390697.500000 Penalty: 3511.938232
	Iteration 1F: 3 clusters Score -6390698 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -6391117.500000 Penalty: 3511.938232
	Iteration 2Q: 3 clusters Score -6391118 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -6391542.500000 Penalty: 3511.938232
	Iteration 3Q: 3 clusters Score -6391542 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -6392058.000000 Penalty: 3511.938232
	Iteration 4Q: 3 clusters Score -6392058 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -6392677.000000 Penalty: 3511.938232
	Iteration 5Q: 3 clusters Score -6392677 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -6393486.500000 Penalty: 3511.938232
	Iteration 6Q: 3 clusters Score -6393486 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -6394747.000000 Penalty: 3511.938232
	Iteration 7Q: 3 clusters Score -6394747 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -6396402.500000 Penalty: 3511.938232
	Iteration 8F: 3 clusters Score -6396402 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -6398653.000000 Penalty: 3511.938232
	Iteration 9F: 3 clusters Score -6398653 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -6401039.500000 Penalty: 3511.938232
	Iteration 10F: 3 clusters Score -6401040 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -6403007.500000 Penalty: 3511.938232
	Iteration 11F: 3 clusters Score -6403008 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -6404078.500000 Penalty: 3511.938232
	Iteration 12Q: 3 clusters Score -6404078 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -6404706.000000 Penalty: 3511.938232
	Iteration 13Q: 3 clusters Score -6404706 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -6405119.500000 Penalty: 3511.938232
	Iteration 14Q: 3 clusters Score -6405120 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -6405473.000000 Penalty: 3511.938232
	Iteration 15Q: 3 clusters Score -6405473 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -6405771.000000 Penalty: 3511.938232
	Iteration 16Q: 3 clusters Score -6405771 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -6406081.500000 Penalty: 3511.938232
	Iteration 17Q: 3 clusters Score -6406082 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -6406339.000000 Penalty: 3511.938232
	Iteration 18Q: 3 clusters Score -6406339 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -6406588.500000 Penalty: 3511.938232
	Iteration 19Q: 3 clusters Score -6406588 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -6406827.500000 Penalty: 3511.938232
	Iteration 20F: 3 clusters Score -6406828 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -6407024.000000 Penalty: 3511.938232
	Iteration 21Q: 3 clusters Score -6407024 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -6407184.500000 Penalty: 3511.938232
	Iteration 22Q: 3 clusters Score -6407184 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -6407326.000000 Penalty: 3511.938232
	Iteration 23Q: 3 clusters Score -6407326 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -6407493.000000 Penalty: 3511.938232
	Iteration 24Q: 3 clusters Score -6407493 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -6407631.000000 Penalty: 3511.938232
	Iteration 25Q: 3 clusters Score -6407631 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -6407773.500000 Penalty: 3511.938232
	Iteration 26Q: 3 clusters Score -6407774 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -6407879.500000 Penalty: 3511.938232
	Iteration 27Q: 3 clusters Score -6407880 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -6408005.000000 Penalty: 3511.938232
	Iteration 28Q: 3 clusters Score -6408005 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -6408171.500000 Penalty: 3511.938232
	Iteration 29Q: 3 clusters Score -6408172 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -6408275.000000 Penalty: 3511.938232
	Iteration 30Q: 3 clusters Score -6408275 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -6408376.000000 Penalty: 3511.938232
	Iteration 31Q: 3 clusters Score -6408376 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -6408473.000000 Penalty: 3511.938232
	Iteration 32Q: 3 clusters Score -6408473 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -6408544.500000 Penalty: 3511.938232
	Iteration 33Q: 3 clusters Score -6408544 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -6408623.500000 Penalty: 3511.938232
	Iteration 34Q: 3 clusters Score -6408624 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -6408718.000000 Penalty: 3511.938232
	Iteration 35Q: 3 clusters Score -6408718 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -6408758.500000 Penalty: 3511.938232
	Iteration 36Q: 3 clusters Score -6408758 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6408812.500000 Penalty: 3511.938232
	Iteration 37Q: 3 clusters Score -6408812 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -6408851.500000 Penalty: 3511.938232
	Iteration 38Q: 3 clusters Score -6408852 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -6408903.000000 Penalty: 3511.938232
	Iteration 39Q: 3 clusters Score -6408903 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6408945.000000 Penalty: 3511.938232
	Iteration 40F: 3 clusters Score -6408945 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6408975.500000 Penalty: 3511.938232
	Iteration 41Q: 3 clusters Score -6408976 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6409020.000000 Penalty: 3511.938232
	Iteration 42Q: 3 clusters Score -6409020 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6409017.500000 Penalty: 3511.938232
	Iteration 43Q: 3 clusters Score -6409018 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -6409050.500000 Penalty: 3511.938232
	Iteration 44Q: 3 clusters Score -6409050 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6409091.000000 Penalty: 3511.938232
	Iteration 45Q: 3 clusters Score -6409091 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6409106.500000 Penalty: 3511.938232
	Iteration 46Q: 3 clusters Score -6409106 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -6409111.500000 Penalty: 3511.938232
	Iteration 47Q: 3 clusters Score -6409112 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6409140.000000 Penalty: 3511.938232
	Iteration 48Q: 3 clusters Score -6409140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6409160.000000 Penalty: 3511.938232
	Iteration 49Q: 3 clusters Score -6409160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6409172.500000 Penalty: 3511.938232
	Iteration 50Q: 3 clusters Score -6409172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6409177.000000 Penalty: 3511.938232
	Iteration 51Q: 3 clusters Score -6409177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6409190.000000 Penalty: 3511.938232
	Iteration 52Q: 3 clusters Score -6409190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6409178.500000 Penalty: 3511.938232
	Iteration 53Q: 3 clusters Score -6409178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6409192.000000 Penalty: 3511.938232
	Iteration 54Q: 3 clusters Score -6409192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6409193.000000 Penalty: 3511.938232
	Iteration 55Q: 3 clusters Score -6409193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6409189.500000 Penalty: 3511.938232
	Iteration 56Q: 3 clusters Score -6409190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6409206.000000 Penalty: 3511.938232
	Iteration 57Q: 3 clusters Score -6409206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6409213.000000 Penalty: 3511.938232
	Iteration 58Q: 3 clusters Score -6409213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6409215.500000 Penalty: 3511.938232
	Iteration 59Q: 3 clusters Score -6409216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6409211.500000 Penalty: 3511.938232
	Iteration 60F: 3 clusters Score -6409212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6409212.500000 Penalty: 3511.938232
	Iteration 61Q: 3 clusters Score -6409212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6409213.500000 Penalty: 3511.938232
	Iteration 62Q: 3 clusters Score -6409214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6409232.000000 Penalty: 3511.938232
	Iteration 63Q: 3 clusters Score -6409232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6409234.500000 Penalty: 3511.938232
	Iteration 64Q: 3 clusters Score -6409234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6409251.500000 Penalty: 3511.938232
	Iteration 65Q: 3 clusters Score -6409252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6409247.000000 Penalty: 3511.938232
	Iteration 66Q: 3 clusters Score -6409247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6409250.000000 Penalty: 3511.938232
	Iteration 67Q: 3 clusters Score -6409250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6409252.500000 Penalty: 3511.938232
	Iteration 68Q: 3 clusters Score -6409252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6409257.000000 Penalty: 3511.938232
	Iteration 69Q: 3 clusters Score -6409257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6409254.500000 Penalty: 3511.938232
	Iteration 70Q: 3 clusters Score -6409254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6409254.500000 Penalty: 3511.938232
	Iteration 71Q: 3 clusters Score -6409254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6409259.500000 Penalty: 3511.938232
	Iteration 72Q: 3 clusters Score -6409260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6409261.500000 Penalty: 3511.938232
	Iteration 73Q: 3 clusters Score -6409262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6409272.000000 Penalty: 3511.938232
	Iteration 74Q: 3 clusters Score -6409272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6409272.500000 Penalty: 3511.938232
	Iteration 75Q: 3 clusters Score -6409272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6409276.500000 Penalty: 3511.938232
	Iteration 76Q: 3 clusters Score -6409276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6409274.500000 Penalty: 3511.938232
	Iteration 77Q: 3 clusters Score -6409274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6409278.500000 Penalty: 3511.938232
	Iteration 78Q: 3 clusters Score -6409278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6409279.000000 Penalty: 3511.938232
	Iteration 79Q: 3 clusters Score -6409279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6409273.500000 Penalty: 3511.938232
	Iteration 80F: 3 clusters Score -6409274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6409279.500000 Penalty: 3511.938232
	Iteration 81Q: 3 clusters Score -6409280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6409280.500000 Penalty: 3511.938232
	Iteration 82Q: 3 clusters Score -6409280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6409281.000000 Penalty: 3511.938232
	Iteration 83Q: 3 clusters Score -6409281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6409280.000000 Penalty: 3511.938232
	Iteration 84Q: 3 clusters Score -6409280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6409279.500000 Penalty: 3511.938232
	Iteration 85Q: 3 clusters Score -6409280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6409281.000000 Penalty: 3511.938232
	Iteration 86Q: 3 clusters Score -6409281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6409283.000000 Penalty: 3511.938232
	Iteration 87Q: 3 clusters Score -6409283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6409294.500000 Penalty: 3511.938232
	Iteration 88Q: 3 clusters Score -6409294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6409297.000000 Penalty: 3511.938232
	Iteration 89Q: 3 clusters Score -6409297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6409291.500000 Penalty: 3511.938232
	Iteration 90Q: 3 clusters Score -6409292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48830 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6409293.000000 Penalty: 3511.938232
	Iteration 91Q: 3 clusters Score -6409293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48830 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6409293.000000 Penalty: 3511.938232
	Iteration 92F: 3 clusters Score -6409293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -51917.058594 Penalty: 939.871643
	Iteration 0F: 2 clusters Score -51917.06 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 151 members 
Entering Unmasked Estep 
Score: -50969.796875 Penalty: 1879.743286
	Iteration 0F: 3 clusters Score -50969.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -51074.871094 Penalty: 1879.743286
	Iteration 1F: 3 clusters Score -51074.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -51105.613281 Penalty: 1879.743286
	Iteration 2Q: 3 clusters Score -51105.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -51122.445312 Penalty: 1879.743286
	Iteration 3Q: 3 clusters Score -51122.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -51134.105469 Penalty: 1879.743286
	Iteration 4Q: 3 clusters Score -51134.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -51136.941406 Penalty: 1879.743286
	Iteration 5Q: 3 clusters Score -51136.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -51136.941406 Penalty: 1879.743286
	Iteration 6F: 3 clusters Score -51136.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Entering Unmasked Estep 
Score: -3278594.250000 Penalty: 1645.830933
	Iteration 0F: 2 clusters Score -3278594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -3261743.000000 Penalty: 3291.661865
	Iteration 0F: 3 clusters Score -3261743 nChanged 11403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -3268086.750000 Penalty: 3291.661865
	Iteration 1F: 3 clusters Score -3268087 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -3268541.000000 Penalty: 3291.661865
	Iteration 2F: 3 clusters Score -3268541 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -3269074.000000 Penalty: 3291.661865
	Iteration 3Q: 3 clusters Score -3269074 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -3269688.750000 Penalty: 3291.661865
	Iteration 4F: 3 clusters Score -3269689 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -3270540.000000 Penalty: 3291.661865
	Iteration 5F: 3 clusters Score -3270540 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -3271804.750000 Penalty: 3291.661865
	Iteration 6F: 3 clusters Score -3271805 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -3273306.000000 Penalty: 3291.661865
	Iteration 7F: 3 clusters Score -3273306 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -3274754.250000 Penalty: 3291.661865
	Iteration 8F: 3 clusters Score -3274754 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -3275767.000000 Penalty: 3291.661865
	Iteration 9Q: 3 clusters Score -3275767 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -3276335.750000 Penalty: 3291.661865
	Iteration 10Q: 3 clusters Score -3276336 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -3276646.250000 Penalty: 3291.661865
	Iteration 11Q: 3 clusters Score -3276646 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3276807.500000 Penalty: 3291.661865
	Iteration 12Q: 3 clusters Score -3276808 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -3276896.750000 Penalty: 3291.661865
	Iteration 13Q: 3 clusters Score -3276897 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -3276948.250000 Penalty: 3291.661865
	Iteration 14Q: 3 clusters Score -3276948 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -3276986.500000 Penalty: 3291.661865
	Iteration 15Q: 3 clusters Score -3276986 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -3277007.250000 Penalty: 3291.661865
	Iteration 16Q: 3 clusters Score -3277007 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -3277034.250000 Penalty: 3291.661865
	Iteration 17Q: 3 clusters Score -3277034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -3277054.000000 Penalty: 3291.661865
	Iteration 18Q: 3 clusters Score -3277054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3277063.250000 Penalty: 3291.661865
	Iteration 19Q: 3 clusters Score -3277063 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3277072.250000 Penalty: 3291.661865
	Iteration 20F: 3 clusters Score -3277072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -3277078.250000 Penalty: 3291.661865
	Iteration 21Q: 3 clusters Score -3277078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3277089.250000 Penalty: 3291.661865
	Iteration 22Q: 3 clusters Score -3277089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -3277100.000000 Penalty: 3291.661865
	Iteration 23Q: 3 clusters Score -3277100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -3277110.250000 Penalty: 3291.661865
	Iteration 24Q: 3 clusters Score -3277110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -3277115.750000 Penalty: 3291.661865
	Iteration 25Q: 3 clusters Score -3277116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3277120.250000 Penalty: 3291.661865
	Iteration 26Q: 3 clusters Score -3277120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -3277126.000000 Penalty: 3291.661865
	Iteration 27Q: 3 clusters Score -3277126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -3277128.750000 Penalty: 3291.661865
	Iteration 28Q: 3 clusters Score -3277129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -3277126.750000 Penalty: 3291.661865
	Iteration 29Q: 3 clusters Score -3277127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -3277126.250000 Penalty: 3291.661865
	Iteration 30Q: 3 clusters Score -3277126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -3277131.000000 Penalty: 3291.661865
	Iteration 31Q: 3 clusters Score -3277131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -3277137.250000 Penalty: 3291.661865
	Iteration 32Q: 3 clusters Score -3277137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -3277141.000000 Penalty: 3291.661865
	Iteration 33Q: 3 clusters Score -3277141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -3277145.500000 Penalty: 3291.661865
	Iteration 34Q: 3 clusters Score -3277146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -3277152.250000 Penalty: 3291.661865
	Iteration 35Q: 3 clusters Score -3277152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -3277156.750000 Penalty: 3291.661865
	Iteration 36Q: 3 clusters Score -3277157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3277166.750000 Penalty: 3291.661865
	Iteration 37Q: 3 clusters Score -3277167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -3277171.000000 Penalty: 3291.661865
	Iteration 38Q: 3 clusters Score -3277171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -3277171.750000 Penalty: 3291.661865
	Iteration 39Q: 3 clusters Score -3277172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -3277176.750000 Penalty: 3291.661865
	Iteration 40F: 3 clusters Score -3277177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -3277178.000000 Penalty: 3291.661865
	Iteration 41Q: 3 clusters Score -3277178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -3277176.500000 Penalty: 3291.661865
	Iteration 42Q: 3 clusters Score -3277176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3277179.500000 Penalty: 3291.661865
	Iteration 43Q: 3 clusters Score -3277180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -3277182.500000 Penalty: 3291.661865
	Iteration 44Q: 3 clusters Score -3277182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3277185.250000 Penalty: 3291.661865
	Iteration 45Q: 3 clusters Score -3277185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -3277188.000000 Penalty: 3291.661865
	Iteration 46Q: 3 clusters Score -3277188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -3277192.250000 Penalty: 3291.661865
	Iteration 47Q: 3 clusters Score -3277192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -3277191.750000 Penalty: 3291.661865
	Iteration 48Q: 3 clusters Score -3277192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -3277194.000000 Penalty: 3291.661865
	Iteration 49Q: 3 clusters Score -3277194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -3277194.000000 Penalty: 3291.661865
	Iteration 50F: 3 clusters Score -3277194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -54273.546875 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -54273.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -53182.960938 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -53182.96 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53401.203125 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -53401.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53476.925781 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -53476.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53500.421875 Penalty: 2053.078613
	Iteration 3Q: 3 clusters Score -53500.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53515.175781 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -53515.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -53521.933594 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -53521.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53525.425781 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -53525.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53529.761719 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -53529.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53532.687500 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -53532.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53535.058594 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -53535.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53538.097656 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -53538.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53539.238281 Penalty: 2053.078613
	Iteration 11Q: 3 clusters Score -53539.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53539.238281 Penalty: 2053.078613
	Iteration 12F: 3 clusters Score -53539.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -100545.859375 Penalty: 1080.459961
	Iteration 0F: 2 clusters Score -100545.9 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 386 members 
Entering Unmasked Estep 
Score: -99257.171875 Penalty: 2160.919922
	Iteration 0F: 3 clusters Score -99257.17 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -99444.304688 Penalty: 2160.919922
	Iteration 1F: 3 clusters Score -99444.3 nChanged 64
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: -99520.546875 Penalty: 2160.919922
	Iteration 2F: 3 clusters Score -99520.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -99575.757812 Penalty: 2160.919922
	Iteration 3Q: 3 clusters Score -99575.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -99628.539062 Penalty: 2160.919922
	Iteration 4Q: 3 clusters Score -99628.54 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -99665.476562 Penalty: 2160.919922
	Iteration 5Q: 3 clusters Score -99665.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -99692.023438 Penalty: 2160.919922
	Iteration 6Q: 3 clusters Score -99692.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -99718.085938 Penalty: 2160.919922
	Iteration 7Q: 3 clusters Score -99718.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -99733.789062 Penalty: 2160.919922
	Iteration 8Q: 3 clusters Score -99733.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -99747.992188 Penalty: 2160.919922
	Iteration 9Q: 3 clusters Score -99747.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -99764.421875 Penalty: 2160.919922
	Iteration 10Q: 3 clusters Score -99764.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -99769.351562 Penalty: 2160.919922
	Iteration 11Q: 3 clusters Score -99769.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -99771.718750 Penalty: 2160.919922
	Iteration 12Q: 3 clusters Score -99771.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -99771.718750 Penalty: 2160.919922
	Iteration 13F: 3 clusters Score -99771.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Entering Unmasked Estep 
Score: -4173802.750000 Penalty: 1684.305176
	Iteration 0F: 2 clusters Score -4173803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -4152444.000000 Penalty: 3368.610352
	Iteration 0F: 3 clusters Score -4152444 nChanged 14725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -4160348.750000 Penalty: 3368.610352
	Iteration 1F: 3 clusters Score -4160349 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -4160723.000000 Penalty: 3368.610352
	Iteration 2Q: 3 clusters Score -4160723 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -4161077.750000 Penalty: 3368.610352
	Iteration 3Q: 3 clusters Score -4161078 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -4161463.000000 Penalty: 3368.610352
	Iteration 4Q: 3 clusters Score -4161463 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -4162026.750000 Penalty: 3368.610352
	Iteration 5Q: 3 clusters Score -4162027 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -4162953.750000 Penalty: 3368.610352
	Iteration 6F: 3 clusters Score -4162954 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -4164340.750000 Penalty: 3368.610352
	Iteration 7F: 3 clusters Score -4164341 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -4166313.250000 Penalty: 3368.610352
	Iteration 8F: 3 clusters Score -4166313 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -4168543.250000 Penalty: 3368.610352
	Iteration 9F: 3 clusters Score -4168543 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -4170526.750000 Penalty: 3368.610352
	Iteration 10F: 3 clusters Score -4170527 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -4171704.250000 Penalty: 3368.610352
	Iteration 11Q: 3 clusters Score -4171704 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -4172100.500000 Penalty: 3368.610352
	Iteration 12Q: 3 clusters Score -4172100 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -4172247.250000 Penalty: 3368.610352
	Iteration 13Q: 3 clusters Score -4172247 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -4172328.500000 Penalty: 3368.610352
	Iteration 14Q: 3 clusters Score -4172328 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -4172356.750000 Penalty: 3368.610352
	Iteration 15Q: 3 clusters Score -4172357 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -4172378.000000 Penalty: 3368.610352
	Iteration 16Q: 3 clusters Score -4172378 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -4172406.250000 Penalty: 3368.610352
	Iteration 17Q: 3 clusters Score -4172406 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -4172420.750000 Penalty: 3368.610352
	Iteration 18Q: 3 clusters Score -4172421 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -4172437.000000 Penalty: 3368.610352
	Iteration 19Q: 3 clusters Score -4172437 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -4172454.500000 Penalty: 3368.610352
	Iteration 20F: 3 clusters Score -4172454 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -4172460.250000 Penalty: 3368.610352
	Iteration 21Q: 3 clusters Score -4172460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -4172473.250000 Penalty: 3368.610352
	Iteration 22Q: 3 clusters Score -4172473 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -4172482.000000 Penalty: 3368.610352
	Iteration 23Q: 3 clusters Score -4172482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -4172484.000000 Penalty: 3368.610352
	Iteration 24Q: 3 clusters Score -4172484 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -4172490.750000 Penalty: 3368.610352
	Iteration 25Q: 3 clusters Score -4172491 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -4172503.250000 Penalty: 3368.610352
	Iteration 26Q: 3 clusters Score -4172503 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -4172500.500000 Penalty: 3368.610352
	Iteration 27Q: 3 clusters Score -4172500 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -4172508.750000 Penalty: 3368.610352
	Iteration 28Q: 3 clusters Score -4172509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -4172504.250000 Penalty: 3368.610352
	Iteration 29Q: 3 clusters Score -4172504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -4172516.250000 Penalty: 3368.610352
	Iteration 30Q: 3 clusters Score -4172516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -4172521.000000 Penalty: 3368.610352
	Iteration 31Q: 3 clusters Score -4172521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -4172526.500000 Penalty: 3368.610352
	Iteration 32Q: 3 clusters Score -4172526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -4172532.500000 Penalty: 3368.610352
	Iteration 33Q: 3 clusters Score -4172532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -4172533.500000 Penalty: 3368.610352
	Iteration 34Q: 3 clusters Score -4172534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -4172536.000000 Penalty: 3368.610352
	Iteration 35Q: 3 clusters Score -4172536 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -4172541.500000 Penalty: 3368.610352
	Iteration 36Q: 3 clusters Score -4172542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -4172552.250000 Penalty: 3368.610352
	Iteration 37Q: 3 clusters Score -4172552 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -4172561.500000 Penalty: 3368.610352
	Iteration 38Q: 3 clusters Score -4172562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -4172578.250000 Penalty: 3368.610352
	Iteration 39Q: 3 clusters Score -4172578 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -4172585.250000 Penalty: 3368.610352
	Iteration 40F: 3 clusters Score -4172585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -4172603.250000 Penalty: 3368.610352
	Iteration 41Q: 3 clusters Score -4172603 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -4172608.750000 Penalty: 3368.610352
	Iteration 42Q: 3 clusters Score -4172609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -4172610.000000 Penalty: 3368.610352
	Iteration 43Q: 3 clusters Score -4172610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -4172617.000000 Penalty: 3368.610352
	Iteration 44Q: 3 clusters Score -4172617 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -4172625.500000 Penalty: 3368.610352
	Iteration 45Q: 3 clusters Score -4172626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -4172624.000000 Penalty: 3368.610352
	Iteration 46Q: 3 clusters Score -4172624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -4172629.750000 Penalty: 3368.610352
	Iteration 47Q: 3 clusters Score -4172630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -4172632.500000 Penalty: 3368.610352
	Iteration 48Q: 3 clusters Score -4172632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -4172632.250000 Penalty: 3368.610352
	Iteration 49Q: 3 clusters Score -4172632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -4172633.250000 Penalty: 3368.610352
	Iteration 50Q: 3 clusters Score -4172633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -4172639.250000 Penalty: 3368.610352
	Iteration 51Q: 3 clusters Score -4172639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -4172636.000000 Penalty: 3368.610352
	Iteration 52Q: 3 clusters Score -4172636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -4172638.250000 Penalty: 3368.610352
	Iteration 53Q: 3 clusters Score -4172638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -4172636.500000 Penalty: 3368.610352
	Iteration 54Q: 3 clusters Score -4172636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -4172637.250000 Penalty: 3368.610352
	Iteration 55Q: 3 clusters Score -4172637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -4172638.500000 Penalty: 3368.610352
	Iteration 56Q: 3 clusters Score -4172638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -4172644.000000 Penalty: 3368.610352
	Iteration 57Q: 3 clusters Score -4172644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -4172647.750000 Penalty: 3368.610352
	Iteration 58Q: 3 clusters Score -4172648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -4172650.750000 Penalty: 3368.610352
	Iteration 59Q: 3 clusters Score -4172651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -4172655.250000 Penalty: 3368.610352
	Iteration 60F: 3 clusters Score -4172655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -4172656.250000 Penalty: 3368.610352
	Iteration 61Q: 3 clusters Score -4172656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -4172659.250000 Penalty: 3368.610352
	Iteration 62Q: 3 clusters Score -4172659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -4172659.000000 Penalty: 3368.610352
	Iteration 63Q: 3 clusters Score -4172659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -4172658.750000 Penalty: 3368.610352
	Iteration 64Q: 3 clusters Score -4172659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -4172668.250000 Penalty: 3368.610352
	Iteration 65Q: 3 clusters Score -4172668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -4172668.000000 Penalty: 3368.610352
	Iteration 66Q: 3 clusters Score -4172668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -4172668.500000 Penalty: 3368.610352
	Iteration 67Q: 3 clusters Score -4172668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -4172669.500000 Penalty: 3368.610352
	Iteration 68Q: 3 clusters Score -4172670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -4172677.500000 Penalty: 3368.610352
	Iteration 69Q: 3 clusters Score -4172678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -4172681.500000 Penalty: 3368.610352
	Iteration 70Q: 3 clusters Score -4172682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -4172681.500000 Penalty: 3368.610352
	Iteration 71Q: 3 clusters Score -4172682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -4172681.750000 Penalty: 3368.610352
	Iteration 72Q: 3 clusters Score -4172682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -4172685.000000 Penalty: 3368.610352
	Iteration 73Q: 3 clusters Score -4172685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -4172682.250000 Penalty: 3368.610352
	Iteration 74Q: 3 clusters Score -4172682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -4172683.250000 Penalty: 3368.610352
	Iteration 75Q: 3 clusters Score -4172683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -4172681.750000 Penalty: 3368.610352
	Iteration 76Q: 3 clusters Score -4172682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -4172683.250000 Penalty: 3368.610352
	Iteration 77Q: 3 clusters Score -4172683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -4172683.250000 Penalty: 3368.610352
	Iteration 78F: 3 clusters Score -4172683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Entering Unmasked Estep 
Score: -2467628.750000 Penalty: 1599.676270
	Iteration 0F: 2 clusters Score -2467629 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 9325 members 
Entering Unmasked Estep 
Score: -2454722.000000 Penalty: 3199.352539
	Iteration 0F: 3 clusters Score -2454722 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2459427.000000 Penalty: 3199.352539
	Iteration 1F: 3 clusters Score -2459427 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2459818.750000 Penalty: 3199.352539
	Iteration 2F: 3 clusters Score -2459819 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2460203.000000 Penalty: 3199.352539
	Iteration 3Q: 3 clusters Score -2460203 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2460554.000000 Penalty: 3199.352539
	Iteration 4Q: 3 clusters Score -2460554 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2460942.000000 Penalty: 3199.352539
	Iteration 5Q: 3 clusters Score -2460942 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -2461419.000000 Penalty: 3199.352539
	Iteration 6Q: 3 clusters Score -2461419 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2461992.250000 Penalty: 3199.352539
	Iteration 7Q: 3 clusters Score -2461992 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2462596.500000 Penalty: 3199.352539
	Iteration 8Q: 3 clusters Score -2462596 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2463252.750000 Penalty: 3199.352539
	Iteration 9Q: 3 clusters Score -2463253 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -2463777.500000 Penalty: 3199.352539
	Iteration 10Q: 3 clusters Score -2463778 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2464113.500000 Penalty: 3199.352539
	Iteration 11Q: 3 clusters Score -2464114 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2464366.000000 Penalty: 3199.352539
	Iteration 12Q: 3 clusters Score -2464366 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2464532.250000 Penalty: 3199.352539
	Iteration 13Q: 3 clusters Score -2464532 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2464631.750000 Penalty: 3199.352539
	Iteration 14Q: 3 clusters Score -2464632 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2464719.000000 Penalty: 3199.352539
	Iteration 15Q: 3 clusters Score -2464719 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2464799.250000 Penalty: 3199.352539
	Iteration 16Q: 3 clusters Score -2464799 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2464859.000000 Penalty: 3199.352539
	Iteration 17Q: 3 clusters Score -2464859 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2464927.750000 Penalty: 3199.352539
	Iteration 18Q: 3 clusters Score -2464928 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2465011.750000 Penalty: 3199.352539
	Iteration 19Q: 3 clusters Score -2465012 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2465071.500000 Penalty: 3199.352539
	Iteration 20F: 3 clusters Score -2465072 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2465140.750000 Penalty: 3199.352539
	Iteration 21Q: 3 clusters Score -2465141 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2465212.000000 Penalty: 3199.352539
	Iteration 22Q: 3 clusters Score -2465212 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2465282.500000 Penalty: 3199.352539
	Iteration 23Q: 3 clusters Score -2465282 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2465353.750000 Penalty: 3199.352539
	Iteration 24Q: 3 clusters Score -2465354 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2465434.750000 Penalty: 3199.352539
	Iteration 25Q: 3 clusters Score -2465435 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2465509.000000 Penalty: 3199.352539
	Iteration 26Q: 3 clusters Score -2465509 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2465596.750000 Penalty: 3199.352539
	Iteration 27Q: 3 clusters Score -2465597 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2465671.250000 Penalty: 3199.352539
	Iteration 28Q: 3 clusters Score -2465671 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2465727.750000 Penalty: 3199.352539
	Iteration 29Q: 3 clusters Score -2465728 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2465806.500000 Penalty: 3199.352539
	Iteration 30Q: 3 clusters Score -2465806 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2465869.500000 Penalty: 3199.352539
	Iteration 31Q: 3 clusters Score -2465870 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2465926.250000 Penalty: 3199.352539
	Iteration 32Q: 3 clusters Score -2465926 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2465964.750000 Penalty: 3199.352539
	Iteration 33Q: 3 clusters Score -2465965 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2466011.750000 Penalty: 3199.352539
	Iteration 34Q: 3 clusters Score -2466012 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2466043.000000 Penalty: 3199.352539
	Iteration 35Q: 3 clusters Score -2466043 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2466085.500000 Penalty: 3199.352539
	Iteration 36Q: 3 clusters Score -2466086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2466105.000000 Penalty: 3199.352539
	Iteration 37Q: 3 clusters Score -2466105 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2466125.000000 Penalty: 3199.352539
	Iteration 38Q: 3 clusters Score -2466125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2466142.250000 Penalty: 3199.352539
	Iteration 39Q: 3 clusters Score -2466142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2466160.750000 Penalty: 3199.352539
	Iteration 40F: 3 clusters Score -2466161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2466179.250000 Penalty: 3199.352539
	Iteration 41Q: 3 clusters Score -2466179 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2466192.250000 Penalty: 3199.352539
	Iteration 42Q: 3 clusters Score -2466192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2466204.250000 Penalty: 3199.352539
	Iteration 43Q: 3 clusters Score -2466204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2466209.250000 Penalty: 3199.352539
	Iteration 44Q: 3 clusters Score -2466209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2466223.000000 Penalty: 3199.352539
	Iteration 45Q: 3 clusters Score -2466223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2466227.250000 Penalty: 3199.352539
	Iteration 46Q: 3 clusters Score -2466227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2466230.750000 Penalty: 3199.352539
	Iteration 47Q: 3 clusters Score -2466231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2466233.500000 Penalty: 3199.352539
	Iteration 48Q: 3 clusters Score -2466234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2466242.000000 Penalty: 3199.352539
	Iteration 49Q: 3 clusters Score -2466242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2466248.500000 Penalty: 3199.352539
	Iteration 50Q: 3 clusters Score -2466248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2466251.000000 Penalty: 3199.352539
	Iteration 51Q: 3 clusters Score -2466251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2466260.500000 Penalty: 3199.352539
	Iteration 52Q: 3 clusters Score -2466260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2466263.500000 Penalty: 3199.352539
	Iteration 53Q: 3 clusters Score -2466264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2466268.000000 Penalty: 3199.352539
	Iteration 54Q: 3 clusters Score -2466268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2466271.500000 Penalty: 3199.352539
	Iteration 55Q: 3 clusters Score -2466272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2466272.250000 Penalty: 3199.352539
	Iteration 56Q: 3 clusters Score -2466272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2466274.250000 Penalty: 3199.352539
	Iteration 57Q: 3 clusters Score -2466274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2466277.750000 Penalty: 3199.352539
	Iteration 58Q: 3 clusters Score -2466278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2466277.500000 Penalty: 3199.352539
	Iteration 59Q: 3 clusters Score -2466278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2466282.750000 Penalty: 3199.352539
	Iteration 60F: 3 clusters Score -2466283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2466288.000000 Penalty: 3199.352539
	Iteration 61Q: 3 clusters Score -2466288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2466285.500000 Penalty: 3199.352539
	Iteration 62Q: 3 clusters Score -2466286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2466287.750000 Penalty: 3199.352539
	Iteration 63Q: 3 clusters Score -2466288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2466288.500000 Penalty: 3199.352539
	Iteration 64Q: 3 clusters Score -2466288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2466290.500000 Penalty: 3199.352539
	Iteration 65Q: 3 clusters Score -2466290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2466291.500000 Penalty: 3199.352539
	Iteration 66Q: 3 clusters Score -2466292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2466296.000000 Penalty: 3199.352539
	Iteration 67Q: 3 clusters Score -2466296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2466296.000000 Penalty: 3199.352539
	Iteration 68F: 3 clusters Score -2466296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Entering Unmasked Estep 
Score: -111422.445312 Penalty: 1103.390747
	Iteration 0F: 2 clusters Score -111422.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -110070.554688 Penalty: 2206.781494
	Iteration 0F: 3 clusters Score -110070.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -110269.250000 Penalty: 2206.781494
	Iteration 1F: 3 clusters Score -110269.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -110314.914062 Penalty: 2206.781494
	Iteration 2F: 3 clusters Score -110314.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -110349.515625 Penalty: 2206.781494
	Iteration 3Q: 3 clusters Score -110349.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -110364.867188 Penalty: 2206.781494
	Iteration 4Q: 3 clusters Score -110364.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -110373.984375 Penalty: 2206.781494
	Iteration 5Q: 3 clusters Score -110374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -110380.781250 Penalty: 2206.781494
	Iteration 6Q: 3 clusters Score -110380.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -110382.812500 Penalty: 2206.781494
	Iteration 7Q: 3 clusters Score -110382.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -110382.812500 Penalty: 2206.781494
	Iteration 8F: 3 clusters Score -110382.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -40724.425781 Penalty: 1010.522522
	Iteration 0F: 2 clusters Score -40724.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -39745.542969 Penalty: 2021.045044
	Iteration 0F: 3 clusters Score -39745.54 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40102.917969 Penalty: 2021.045044
	Iteration 1F: 3 clusters Score -40102.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40231.652344 Penalty: 2021.045044
	Iteration 2F: 3 clusters Score -40231.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40355.003906 Penalty: 2021.045044
	Iteration 3Q: 3 clusters Score -40355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40445.843750 Penalty: 2021.045044
	Iteration 4Q: 3 clusters Score -40445.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40533.449219 Penalty: 2021.045044
	Iteration 5Q: 3 clusters Score -40533.45 nChanged 14
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: -40575.378906 Penalty: 2021.045044
	Iteration 6Q: 3 clusters Score -40575.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40586.589844 Penalty: 2021.045044
	Iteration 7Q: 3 clusters Score -40586.59 nChanged 3
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: -40595.523438 Penalty: 2021.045044
	Iteration 8Q: 3 clusters Score -40595.52 nChanged 3
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: -40601.753906 Penalty: 2021.045044
	Iteration 9Q: 3 clusters Score -40601.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40605.878906 Penalty: 2021.045044
	Iteration 10Q: 3 clusters Score -40605.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40607.082031 Penalty: 2021.045044
	Iteration 11F: 3 clusters Score -40607.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40611.078125 Penalty: 2021.045044
	Iteration 12Q: 3 clusters Score -40611.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40611.761719 Penalty: 2021.045044
	Iteration 13Q: 3 clusters Score -40611.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40611.761719 Penalty: 2021.045044
	Iteration 14F: 3 clusters Score -40611.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -60192.214844 Penalty: 1026.832397
	Iteration 0F: 2 clusters Score -60192.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59102.902344 Penalty: 2053.664795
	Iteration 0F: 3 clusters Score -59102.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59267.023438 Penalty: 2053.664795
	Iteration 1F: 3 clusters Score -59267.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -59322.171875 Penalty: 2053.664795
	Iteration 2F: 3 clusters Score -59322.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -59353.171875 Penalty: 2053.664795
	Iteration 3Q: 3 clusters Score -59353.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -59369.886719 Penalty: 2053.664795
	Iteration 4Q: 3 clusters Score -59369.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59382.933594 Penalty: 2053.664795
	Iteration 5Q: 3 clusters Score -59382.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59383.394531 Penalty: 2053.664795
	Iteration 6Q: 3 clusters Score -59383.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59383.394531 Penalty: 2053.664795
	Iteration 7F: 3 clusters Score -59383.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (62479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62479 members 
Entering Unmasked Estep 
Score: -8240435.000000 Penalty: 1794.420166
	Iteration 0F: 2 clusters Score -8240435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -8207166.000000 Penalty: 3588.840332
	Iteration 0F: 3 clusters Score -8207166 nChanged 29423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -8223719.500000 Penalty: 3588.840332
	Iteration 1F: 3 clusters Score -8223720 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -8224386.000000 Penalty: 3588.840332
	Iteration 2Q: 3 clusters Score -8224386 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -8225112.500000 Penalty: 3588.840332
	Iteration 3Q: 3 clusters Score -8225112 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -8226177.000000 Penalty: 3588.840332
	Iteration 4Q: 3 clusters Score -8226177 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -8227617.500000 Penalty: 3588.840332
	Iteration 5F: 3 clusters Score -8227618 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -8229811.500000 Penalty: 3588.840332
	Iteration 6F: 3 clusters Score -8229812 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -8233218.500000 Penalty: 3588.840332
	Iteration 7F: 3 clusters Score -8233218 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -8236343.000000 Penalty: 3588.840332
	Iteration 8F: 3 clusters Score -8236343 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 55964 members 
Entering Unmasked Estep 
Score: -8238145.000000 Penalty: 3588.840332
	Iteration 9F: 3 clusters Score -8238145 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 60086 members 
Entering Unmasked Estep 
Score: -8238673.500000 Penalty: 3588.840332
	Iteration 10F: 3 clusters Score -8238674 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -8238728.000000 Penalty: 3588.840332
	Iteration 11Q: 3 clusters Score -8238728 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 62270 members 
Entering Unmasked Estep 
Score: -8238765.500000 Penalty: 3588.840332
	Iteration 12Q: 3 clusters Score -8238766 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 62350 members 
Entering Unmasked Estep 
Score: -8238838.000000 Penalty: 3588.840332
	Iteration 13Q: 3 clusters Score -8238838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -8238877.000000 Penalty: 3588.840332
	Iteration 14Q: 3 clusters Score -8238877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -8238902.500000 Penalty: 3588.840332
	Iteration 15Q: 3 clusters Score -8238902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 62369 members 
Entering Unmasked Estep 
Score: -8238905.500000 Penalty: 3588.840332
	Iteration 16Q: 3 clusters Score -8238906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 62367 members 
Entering Unmasked Estep 
Score: -8238916.500000 Penalty: 3588.840332
	Iteration 17Q: 3 clusters Score -8238916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -8238915.000000 Penalty: 3588.840332
	Iteration 18Q: 3 clusters Score -8238915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -8238915.000000 Penalty: 3588.840332
	Iteration 19F: 3 clusters Score -8238915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Entering Unmasked Estep 
Score: -371751.718750 Penalty: 1301.521484
	Iteration 0F: 2 clusters Score -371751.7 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 1507 members 
Entering Unmasked Estep 
Score: -369029.718750 Penalty: 2603.042969
	Iteration 0F: 3 clusters Score -369029.7 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -369834.687500 Penalty: 2603.042969
	Iteration 1F: 3 clusters Score -369834.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -370174.781250 Penalty: 2603.042969
	Iteration 2F: 3 clusters Score -370174.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -370410.812500 Penalty: 2603.042969
	Iteration 3F: 3 clusters Score -370410.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -370637.781250 Penalty: 2603.042969
	Iteration 4F: 3 clusters Score -370637.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -370819.375000 Penalty: 2603.042969
	Iteration 5F: 3 clusters Score -370819.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -370936.406250 Penalty: 2603.042969
	Iteration 6Q: 3 clusters Score -370936.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -371010.062500 Penalty: 2603.042969
	Iteration 7Q: 3 clusters Score -371010.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -371059.593750 Penalty: 2603.042969
	Iteration 8Q: 3 clusters Score -371059.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -371092.062500 Penalty: 2603.042969
	Iteration 9Q: 3 clusters Score -371092.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -371122.281250 Penalty: 2603.042969
	Iteration 10Q: 3 clusters Score -371122.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -371142.156250 Penalty: 2603.042969
	Iteration 11Q: 3 clusters Score -371142.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -371156.250000 Penalty: 2603.042969
	Iteration 12Q: 3 clusters Score -371156.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -371166.906250 Penalty: 2603.042969
	Iteration 13Q: 3 clusters Score -371166.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -371170.187500 Penalty: 2603.042969
	Iteration 14Q: 3 clusters Score -371170.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -371173.500000 Penalty: 2603.042969
	Iteration 15Q: 3 clusters Score -371173.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -371174.531250 Penalty: 2603.042969
	Iteration 16Q: 3 clusters Score -371174.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -371175.281250 Penalty: 2603.042969
	Iteration 17Q: 3 clusters Score -371175.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -371175.281250 Penalty: 2603.042969
	Iteration 18F: 3 clusters Score -371175.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (113947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113947 members 
Entering Unmasked Estep 
Score: -14725075.000000 Penalty: 1892.066895
	Iteration 0F: 2 clusters Score -1.472508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 56785 members 
Entering Unmasked Estep 
Score: -14655037.000000 Penalty: 3784.133789
	Iteration 0F: 3 clusters Score -1.465504e+07 nChanged 54776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -14686952.000000 Penalty: 3784.133789
	Iteration 1F: 3 clusters Score -1.468695e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60723 members 
Mstep: Class 2 contains 53224 members 
Entering Unmasked Estep 
Score: -14688124.000000 Penalty: 3784.133789
	Iteration 2Q: 3 clusters Score -1.468812e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63079 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -14689487.000000 Penalty: 3784.133789
	Iteration 3Q: 3 clusters Score -1.468949e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66666 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -14691605.000000 Penalty: 3784.133789
	Iteration 4Q: 3 clusters Score -1.46916e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71891 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -14695066.000000 Penalty: 3784.133789
	Iteration 5F: 3 clusters Score -1.469507e+07 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78747 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -14700135.000000 Penalty: 3784.133789
	Iteration 6F: 3 clusters Score -1.470014e+07 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86760 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -14706982.000000 Penalty: 3784.133789
	Iteration 7F: 3 clusters Score -1.470698e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94347 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -14715490.000000 Penalty: 3784.133789
	Iteration 8F: 3 clusters Score -1.471549e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99817 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -14722254.000000 Penalty: 3784.133789
	Iteration 9F: 3 clusters Score -1.472225e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103231 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -14725440.000000 Penalty: 3784.133789
	Iteration 10Q: 3 clusters Score -1.472544e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105493 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -14726463.000000 Penalty: 3784.133789
	Iteration 11Q: 3 clusters Score -1.472646e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107195 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -14726640.000000 Penalty: 3784.133789
	Iteration 12Q: 3 clusters Score -1.472664e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108518 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -14726427.000000 Penalty: 3784.133789
	Iteration 13Q: 3 clusters Score -1.472643e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109587 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -14726045.000000 Penalty: 3784.133789
	Iteration 14Q: 3 clusters Score -1.472604e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110413 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -14725855.000000 Penalty: 3784.133789
	Iteration 15Q: 3 clusters Score -1.472586e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110988 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -14725572.000000 Penalty: 3784.133789
	Iteration 16Q: 3 clusters Score -1.472557e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111424 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -14725433.000000 Penalty: 3784.133789
	Iteration 17Q: 3 clusters Score -1.472543e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111771 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -14725264.000000 Penalty: 3784.133789
	Iteration 18Q: 3 clusters Score -1.472526e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112020 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -14725161.000000 Penalty: 3784.133789
	Iteration 19Q: 3 clusters Score -1.472516e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112201 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -14724985.000000 Penalty: 3784.133789
	Iteration 20F: 3 clusters Score -1.472498e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112348 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -14724904.000000 Penalty: 3784.133789
	Iteration 21Q: 3 clusters Score -1.47249e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112452 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -14724830.000000 Penalty: 3784.133789
	Iteration 22Q: 3 clusters Score -1.472483e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112535 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -14724768.000000 Penalty: 3784.133789
	Iteration 23Q: 3 clusters Score -1.472477e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112614 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -14724715.000000 Penalty: 3784.133789
	Iteration 24Q: 3 clusters Score -1.472472e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112683 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -14724684.000000 Penalty: 3784.133789
	Iteration 25Q: 3 clusters Score -1.472468e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112726 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -14724662.000000 Penalty: 3784.133789
	Iteration 26Q: 3 clusters Score -1.472466e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112759 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -14724647.000000 Penalty: 3784.133789
	Iteration 27Q: 3 clusters Score -1.472465e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112780 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -14724631.000000 Penalty: 3784.133789
	Iteration 28Q: 3 clusters Score -1.472463e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112791 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -14724647.000000 Penalty: 3784.133789
	Iteration 29Q: 3 clusters Score -1.472465e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112802 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -14724628.000000 Penalty: 3784.133789
	Iteration 30Q: 3 clusters Score -1.472463e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112810 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -14724636.000000 Penalty: 3784.133789
	Iteration 31Q: 3 clusters Score -1.472464e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112826 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -14724613.000000 Penalty: 3784.133789
	Iteration 32Q: 3 clusters Score -1.472461e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112847 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -14724609.000000 Penalty: 3784.133789
	Iteration 33Q: 3 clusters Score -1.472461e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112877 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -14724595.000000 Penalty: 3784.133789
	Iteration 34Q: 3 clusters Score -1.47246e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112895 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -14724602.000000 Penalty: 3784.133789
	Iteration 35Q: 3 clusters Score -1.47246e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112921 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -14724586.000000 Penalty: 3784.133789
	Iteration 36Q: 3 clusters Score -1.472459e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112939 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -14724563.000000 Penalty: 3784.133789
	Iteration 37Q: 3 clusters Score -1.472456e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112960 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -14724553.000000 Penalty: 3784.133789
	Iteration 38Q: 3 clusters Score -1.472455e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112969 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -14724541.000000 Penalty: 3784.133789
	Iteration 39Q: 3 clusters Score -1.472454e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112977 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -14724539.000000 Penalty: 3784.133789
	Iteration 40F: 3 clusters Score -1.472454e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112986 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -14724538.000000 Penalty: 3784.133789
	Iteration 41Q: 3 clusters Score -1.472454e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112995 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -14724526.000000 Penalty: 3784.133789
	Iteration 42Q: 3 clusters Score -1.472453e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113001 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -14724520.000000 Penalty: 3784.133789
	Iteration 43Q: 3 clusters Score -1.472452e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113004 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -14724518.000000 Penalty: 3784.133789
	Iteration 44Q: 3 clusters Score -1.472452e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113008 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -14724518.000000 Penalty: 3784.133789
	Iteration 45Q: 3 clusters Score -1.472452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113010 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -14724517.000000 Penalty: 3784.133789
	Iteration 46Q: 3 clusters Score -1.472452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113014 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -14724518.000000 Penalty: 3784.133789
	Iteration 47Q: 3 clusters Score -1.472452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113019 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -14724512.000000 Penalty: 3784.133789
	Iteration 48Q: 3 clusters Score -1.472451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113027 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -14724509.000000 Penalty: 3784.133789
	Iteration 49Q: 3 clusters Score -1.472451e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113038 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -14724505.000000 Penalty: 3784.133789
	Iteration 50Q: 3 clusters Score -1.47245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113043 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -14724490.000000 Penalty: 3784.133789
	Iteration 51Q: 3 clusters Score -1.472449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113047 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -14724489.000000 Penalty: 3784.133789
	Iteration 52Q: 3 clusters Score -1.472449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113049 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -14724489.000000 Penalty: 3784.133789
	Iteration 53Q: 3 clusters Score -1.472449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113049 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -14724491.000000 Penalty: 3784.133789
	Iteration 54Q: 3 clusters Score -1.472449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113054 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -14724492.000000 Penalty: 3784.133789
	Iteration 55Q: 3 clusters Score -1.472449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113053 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -14724489.000000 Penalty: 3784.133789
	Iteration 56Q: 3 clusters Score -1.472449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113055 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -14724498.000000 Penalty: 3784.133789
	Iteration 57Q: 3 clusters Score -1.47245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113056 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -14724503.000000 Penalty: 3784.133789
	Iteration 58Q: 3 clusters Score -1.47245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113057 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -14724497.000000 Penalty: 3784.133789
	Iteration 59Q: 3 clusters Score -1.47245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113059 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -14724495.000000 Penalty: 3784.133789
	Iteration 60F: 3 clusters Score -1.47245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113061 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -14724485.000000 Penalty: 3784.133789
	Iteration 61Q: 3 clusters Score -1.472448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113062 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -14724486.000000 Penalty: 3784.133789
	Iteration 62Q: 3 clusters Score -1.472449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113063 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -14724484.000000 Penalty: 3784.133789
	Iteration 63Q: 3 clusters Score -1.472448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113063 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -14724484.000000 Penalty: 3784.133789
	Iteration 64F: 3 clusters Score -1.472448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Entering Unmasked Estep 
Score: -2544207.750000 Penalty: 1609.527954
	Iteration 0F: 2 clusters Score -2544208 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 10036 members 
Entering Unmasked Estep 
Score: -2530401.750000 Penalty: 3219.055908
	Iteration 0F: 3 clusters Score -2530402 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2535420.250000 Penalty: 3219.055908
	Iteration 1F: 3 clusters Score -2535420 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2535711.500000 Penalty: 3219.055908
	Iteration 2Q: 3 clusters Score -2535712 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2535970.000000 Penalty: 3219.055908
	Iteration 3Q: 3 clusters Score -2535970 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2536223.500000 Penalty: 3219.055908
	Iteration 4Q: 3 clusters Score -2536224 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -2536526.500000 Penalty: 3219.055908
	Iteration 5Q: 3 clusters Score -2536526 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2536915.500000 Penalty: 3219.055908
	Iteration 6Q: 3 clusters Score -2536916 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2537396.750000 Penalty: 3219.055908
	Iteration 7Q: 3 clusters Score -2537397 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2537923.250000 Penalty: 3219.055908
	Iteration 8F: 3 clusters Score -2537923 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2538482.000000 Penalty: 3219.055908
	Iteration 9F: 3 clusters Score -2538482 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2539033.250000 Penalty: 3219.055908
	Iteration 10Q: 3 clusters Score -2539033 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2539571.250000 Penalty: 3219.055908
	Iteration 11Q: 3 clusters Score -2539571 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2540187.000000 Penalty: 3219.055908
	Iteration 12Q: 3 clusters Score -2540187 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2540813.250000 Penalty: 3219.055908
	Iteration 13Q: 3 clusters Score -2540813 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2541515.000000 Penalty: 3219.055908
	Iteration 14Q: 3 clusters Score -2541515 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2542152.000000 Penalty: 3219.055908
	Iteration 15Q: 3 clusters Score -2542152 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2542594.750000 Penalty: 3219.055908
	Iteration 16Q: 3 clusters Score -2542595 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2542807.250000 Penalty: 3219.055908
	Iteration 17Q: 3 clusters Score -2542807 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2542924.750000 Penalty: 3219.055908
	Iteration 18Q: 3 clusters Score -2542925 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2543011.000000 Penalty: 3219.055908
	Iteration 19Q: 3 clusters Score -2543011 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2543066.250000 Penalty: 3219.055908
	Iteration 20F: 3 clusters Score -2543066 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2543122.250000 Penalty: 3219.055908
	Iteration 21Q: 3 clusters Score -2543122 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2543157.000000 Penalty: 3219.055908
	Iteration 22Q: 3 clusters Score -2543157 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2543185.750000 Penalty: 3219.055908
	Iteration 23Q: 3 clusters Score -2543186 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2543204.000000 Penalty: 3219.055908
	Iteration 24Q: 3 clusters Score -2543204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2543214.000000 Penalty: 3219.055908
	Iteration 25Q: 3 clusters Score -2543214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2543218.750000 Penalty: 3219.055908
	Iteration 26Q: 3 clusters Score -2543219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2543218.750000 Penalty: 3219.055908
	Iteration 27Q: 3 clusters Score -2543219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2543221.750000 Penalty: 3219.055908
	Iteration 28Q: 3 clusters Score -2543222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2543225.500000 Penalty: 3219.055908
	Iteration 29Q: 3 clusters Score -2543226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2543226.750000 Penalty: 3219.055908
	Iteration 30Q: 3 clusters Score -2543227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2543229.000000 Penalty: 3219.055908
	Iteration 31Q: 3 clusters Score -2543229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -2543231.750000 Penalty: 3219.055908
	Iteration 32Q: 3 clusters Score -2543232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2543231.500000 Penalty: 3219.055908
	Iteration 33Q: 3 clusters Score -2543232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2543236.750000 Penalty: 3219.055908
	Iteration 34Q: 3 clusters Score -2543237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2543240.000000 Penalty: 3219.055908
	Iteration 35Q: 3 clusters Score -2543240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2543239.750000 Penalty: 3219.055908
	Iteration 36Q: 3 clusters Score -2543240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2543243.000000 Penalty: 3219.055908
	Iteration 37Q: 3 clusters Score -2543243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2543245.000000 Penalty: 3219.055908
	Iteration 38Q: 3 clusters Score -2543245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2543242.000000 Penalty: 3219.055908
	Iteration 39Q: 3 clusters Score -2543242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2543242.500000 Penalty: 3219.055908
	Iteration 40F: 3 clusters Score -2543242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -58588.054688 Penalty: 1020.564331
	Iteration 0F: 2 clusters Score -58588.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57570.007812 Penalty: 2041.128662
	Iteration 0F: 3 clusters Score -57570.01 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -57839.039062 Penalty: 2041.128662
	Iteration 1F: 3 clusters Score -57839.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -57973.093750 Penalty: 2041.128662
	Iteration 2F: 3 clusters Score -57973.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -58095.601562 Penalty: 2041.128662
	Iteration 3F: 3 clusters Score -58095.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -58201.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58304.894531 Penalty: 2041.128662
	Iteration 5Q: 3 clusters Score -58304.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -58379.003906 Penalty: 2041.128662
	Iteration 6Q: 3 clusters Score -58379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -58407.304688 Penalty: 2041.128662
	Iteration 7Q: 3 clusters Score -58407.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -58435.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -58461.113281 Penalty: 2041.128662
	Iteration 9Q: 3 clusters Score -58461.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -58474.652344 Penalty: 2041.128662
	Iteration 10Q: 3 clusters Score -58474.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -58479.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -58484.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58487.242188 Penalty: 2041.128662
	Iteration 13Q: 3 clusters Score -58487.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -58489.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58489.195312 Penalty: 2041.128662
	Iteration 15F: 3 clusters Score -58489.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 27340 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 55264 members 
Mstep: Class 5 contains 49314 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25039 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 772 members 
Mstep: Class 10 contains 31728 members 
Mstep: Class 11 contains 18848 members 
Mstep: Class 12 contains 889 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62479 members 
Mstep: Class 20 contains 3009 members 
Mstep: Class 22 contains 113947 members 
Mstep: Class 23 contains 20026 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 20 clusters Score -5.401609e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 27340 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 54829 members 
Mstep: Class 5 contains 49298 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25070 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 772 members 
Mstep: Class 10 contains 32169 members 
Mstep: Class 11 contains 18850 members 
Mstep: Class 12 contains 889 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62417 members 
Mstep: Class 20 contains 3011 members 
Mstep: Class 22 contains 113988 members 
Mstep: Class 23 contains 20019 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 120F: 20 clusters Score -5.401613e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 27353 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 54408 members 
Mstep: Class 5 contains 49278 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25104 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 772 members 
Mstep: Class 10 contains 32609 members 
Mstep: Class 11 contains 18849 members 
Mstep: Class 12 contains 893 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62368 members 
Mstep: Class 20 contains 3012 members 
Mstep: Class 22 contains 113994 members 
Mstep: Class 23 contains 20010 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 121Q: 20 clusters Score -5.401625e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 27356 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 53966 members 
Mstep: Class 5 contains 49259 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25115 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 772 members 
Mstep: Class 10 contains 33108 members 
Mstep: Class 11 contains 18847 members 
Mstep: Class 12 contains 894 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62293 members 
Mstep: Class 20 contains 3013 members 
Mstep: Class 22 contains 114024 members 
Mstep: Class 23 contains 20004 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 122Q: 20 clusters Score -5.401635e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 27359 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 53459 members 
Mstep: Class 5 contains 49239 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25130 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 772 members 
Mstep: Class 10 contains 33667 members 
Mstep: Class 11 contains 18855 members 
Mstep: Class 12 contains 894 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62233 members 
Mstep: Class 20 contains 3013 members 
Mstep: Class 22 contains 114049 members 
Mstep: Class 23 contains 19992 members 
Mstep: Class 24 contains 534 members 
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Iteration 123Q: 20 clusters Score -5.401643e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 27391 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 52925 members 
Mstep: Class 5 contains 49232 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25134 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 34242 members 
Mstep: Class 11 contains 18846 members 
Mstep: Class 12 contains 894 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62160 members 
Mstep: Class 20 contains 3014 members 
Mstep: Class 22 contains 114072 members 
Mstep: Class 23 contains 19985 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 124Q: 20 clusters Score -5.401655e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 27386 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 52404 members 
Mstep: Class 5 contains 49229 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25134 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 34813 members 
Mstep: Class 11 contains 18832 members 
Mstep: Class 12 contains 894 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62134 members 
Mstep: Class 20 contains 3014 members 
Mstep: Class 22 contains 114078 members 
Mstep: Class 23 contains 19975 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 125Q: 20 clusters Score -5.401659e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 27373 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 51829 members 
Mstep: Class 5 contains 49219 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25137 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 35445 members 
Mstep: Class 11 contains 18824 members 
Mstep: Class 12 contains 894 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62105 members 
Mstep: Class 20 contains 3015 members 
Mstep: Class 22 contains 114077 members 
Mstep: Class 23 contains 19968 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 126Q: 20 clusters Score -5.401668e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 27356 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 51239 members 
Mstep: Class 5 contains 49205 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25145 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 36075 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 894 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62103 members 
Mstep: Class 20 contains 3017 members 
Mstep: Class 22 contains 114068 members 
Mstep: Class 23 contains 19958 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 127Q: 20 clusters Score -5.401669e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 27342 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 50664 members 
Mstep: Class 5 contains 49203 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25153 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 36712 members 
Mstep: Class 11 contains 18811 members 
Mstep: Class 12 contains 894 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 62035 members 
Mstep: Class 20 contains 3017 members 
Mstep: Class 22 contains 114082 members 
Mstep: Class 23 contains 19955 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 128Q: 20 clusters Score -5.401669e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 27331 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 50081 members 
Mstep: Class 5 contains 49195 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25156 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 37371 members 
Mstep: Class 11 contains 18815 members 
Mstep: Class 12 contains 894 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 61982 members 
Mstep: Class 20 contains 3017 members 
Mstep: Class 22 contains 114068 members 
Mstep: Class 23 contains 19951 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 129Q: 20 clusters Score -5.401668e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 27320 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 49459 members 
Mstep: Class 5 contains 49196 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25151 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 38069 members 
Mstep: Class 11 contains 18808 members 
Mstep: Class 12 contains 894 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 61894 members 
Mstep: Class 20 contains 3017 members 
Mstep: Class 22 contains 114096 members 
Mstep: Class 23 contains 19953 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 130Q: 20 clusters Score -5.401682e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 27300 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 48788 members 
Mstep: Class 5 contains 49189 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25154 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 38824 members 
Mstep: Class 11 contains 18813 members 
Mstep: Class 12 contains 894 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 61812 members 
Mstep: Class 20 contains 3017 members 
Mstep: Class 22 contains 114099 members 
Mstep: Class 23 contains 19959 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 131Q: 20 clusters Score -5.401682e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 27296 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 48057 members 
Mstep: Class 5 contains 49175 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25164 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 39631 members 
Mstep: Class 11 contains 18817 members 
Mstep: Class 12 contains 894 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 61741 members 
Mstep: Class 20 contains 3019 members 
Mstep: Class 22 contains 114081 members 
Mstep: Class 23 contains 19964 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 132Q: 20 clusters Score -5.401678e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 27302 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 47399 members 
Mstep: Class 5 contains 49165 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25169 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 40361 members 
Mstep: Class 11 contains 18811 members 
Mstep: Class 12 contains 894 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 61685 members 
Mstep: Class 20 contains 3022 members 
Mstep: Class 22 contains 114065 members 
Mstep: Class 23 contains 19959 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 133Q: 20 clusters Score -5.40168e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 27309 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 46755 members 
Mstep: Class 5 contains 49141 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25164 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 41115 members 
Mstep: Class 11 contains 18807 members 
Mstep: Class 12 contains 894 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 61605 members 
Mstep: Class 20 contains 3024 members 
Mstep: Class 22 contains 114056 members 
Mstep: Class 23 contains 19957 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 134Q: 20 clusters Score -5.401691e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 27300 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 46155 members 
Mstep: Class 5 contains 49124 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25161 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 41863 members 
Mstep: Class 11 contains 18802 members 
Mstep: Class 12 contains 893 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 61496 members 
Mstep: Class 20 contains 3027 members 
Mstep: Class 22 contains 114041 members 
Mstep: Class 23 contains 19953 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 135Q: 20 clusters Score -5.401704e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 27299 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 45476 members 
Mstep: Class 5 contains 49111 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25168 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 42675 members 
Mstep: Class 11 contains 18793 members 
Mstep: Class 12 contains 893 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 61386 members 
Mstep: Class 20 contains 3028 members 
Mstep: Class 22 contains 114032 members 
Mstep: Class 23 contains 19945 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 136Q: 20 clusters Score -5.40173e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 27303 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 44749 members 
Mstep: Class 5 contains 49089 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25168 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 43553 members 
Mstep: Class 11 contains 18778 members 
Mstep: Class 12 contains 893 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 61277 members 
Mstep: Class 20 contains 3030 members 
Mstep: Class 22 contains 114035 members 
Mstep: Class 23 contains 19937 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 137Q: 20 clusters Score -5.401722e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 27295 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 44020 members 
Mstep: Class 5 contains 49079 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25162 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 772 members 
Mstep: Class 10 contains 44407 members 
Mstep: Class 11 contains 18778 members 
Mstep: Class 12 contains 893 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 61228 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 22 contains 113990 members 
Mstep: Class 23 contains 19930 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 138Q: 20 clusters Score -5.401738e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 27292 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 43263 members 
Mstep: Class 5 contains 49053 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25166 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 772 members 
Mstep: Class 10 contains 45317 members 
Mstep: Class 11 contains 18769 members 
Mstep: Class 12 contains 893 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 61186 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 22 contains 113928 members 
Mstep: Class 23 contains 19920 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 139Q: 20 clusters Score -5.401739e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 27289 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 42453 members 
Mstep: Class 5 contains 49024 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25166 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 772 members 
Mstep: Class 10 contains 46296 members 
Mstep: Class 11 contains 18766 members 
Mstep: Class 12 contains 893 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 61105 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 22 contains 113881 members 
Mstep: Class 23 contains 19911 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 140F: 20 clusters Score -5.401748e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 27288 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 41562 members 
Mstep: Class 5 contains 48991 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25166 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 47371 members 
Mstep: Class 11 contains 18755 members 
Mstep: Class 12 contains 893 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 61013 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 22 contains 113851 members 
Mstep: Class 23 contains 19903 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 141Q: 20 clusters Score -5.401756e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 27276 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 40499 members 
Mstep: Class 5 contains 48961 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25162 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 48605 members 
Mstep: Class 11 contains 18738 members 
Mstep: Class 12 contains 893 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 60918 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 22 contains 113848 members 
Mstep: Class 23 contains 19895 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 142Q: 20 clusters Score -5.401754e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 27239 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 39269 members 
Mstep: Class 5 contains 48934 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25163 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 50042 members 
Mstep: Class 11 contains 18720 members 
Mstep: Class 12 contains 893 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 60821 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 22 contains 113837 members 
Mstep: Class 23 contains 19884 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
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Iteration 143Q: 20 clusters Score -5.401774e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 27202 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 37914 members 
Mstep: Class 5 contains 48910 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25164 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 51608 members 
Mstep: Class 11 contains 18695 members 
Mstep: Class 12 contains 893 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 60722 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 22 contains 113824 members 
Mstep: Class 23 contains 19880 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017724.000000 Penalty: 39992.996094
Iteration 144Q: 20 clusters Score -5.401772e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 27176 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 36363 members 
Mstep: Class 5 contains 48875 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25165 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 53345 members 
Mstep: Class 11 contains 18665 members 
Mstep: Class 12 contains 893 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 60625 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 22 contains 113837 members 
Mstep: Class 23 contains 19871 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017848.000000 Penalty: 39992.996094
Iteration 145Q: 20 clusters Score -5.401785e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 27189 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 34497 members 
Mstep: Class 5 contains 48840 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25161 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 772 members 
Mstep: Class 10 contains 55274 members 
Mstep: Class 11 contains 18643 members 
Mstep: Class 12 contains 893 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 60579 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 22 contains 113885 members 
Mstep: Class 23 contains 19856 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017628.000000 Penalty: 39992.996094
Iteration 146Q: 20 clusters Score -5.401763e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 27204 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 32479 members 
Mstep: Class 5 contains 48812 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25177 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 57274 members 
Mstep: Class 11 contains 18648 members 
Mstep: Class 12 contains 893 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 60549 members 
Mstep: Class 20 contains 3030 members 
Mstep: Class 22 contains 113925 members 
Mstep: Class 23 contains 19851 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017764.000000 Penalty: 39992.996094
Iteration 147Q: 20 clusters Score -5.401776e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 27246 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 30136 members 
Mstep: Class 5 contains 48797 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25192 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 59559 members 
Mstep: Class 11 contains 18656 members 
Mstep: Class 12 contains 893 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 60471 members 
Mstep: Class 20 contains 3030 members 
Mstep: Class 22 contains 114014 members 
Mstep: Class 23 contains 19840 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017512.000000 Penalty: 39992.996094
Iteration 148Q: 20 clusters Score -5.401751e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 27318 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 27368 members 
Mstep: Class 5 contains 48774 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25224 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 779 members 
Mstep: Class 10 contains 62199 members 
Mstep: Class 11 contains 18675 members 
Mstep: Class 12 contains 893 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 60434 members 
Mstep: Class 20 contains 3030 members 
Mstep: Class 22 contains 114101 members 
Mstep: Class 23 contains 19817 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017324.000000 Penalty: 39992.996094
Iteration 149Q: 20 clusters Score -5.401732e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 27410 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 24007 members 
Mstep: Class 5 contains 48760 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25246 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 65407 members 
Mstep: Class 11 contains 18693 members 
Mstep: Class 12 contains 893 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 60414 members 
Mstep: Class 20 contains 3030 members 
Mstep: Class 22 contains 114196 members 
Mstep: Class 23 contains 19790 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016784.000000 Penalty: 39992.996094
Iteration 150Q: 20 clusters Score -5.401678e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 27514 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 19804 members 
Mstep: Class 5 contains 48760 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25291 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 782 members 
Mstep: Class 10 contains 69279 members 
Mstep: Class 11 contains 18704 members 
Mstep: Class 12 contains 892 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 60499 members 
Mstep: Class 20 contains 3030 members 
Mstep: Class 22 contains 114302 members 
Mstep: Class 23 contains 19776 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016704.000000 Penalty: 39992.996094
Iteration 151Q: 20 clusters Score -5.40167e+07 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 27622 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 15316 members 
Mstep: Class 5 contains 48756 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25357 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 73366 members 
Mstep: Class 11 contains 18733 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 60670 members 
Mstep: Class 20 contains 3030 members 
Mstep: Class 22 contains 114373 members 
Mstep: Class 23 contains 19739 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016548.000000 Penalty: 39992.996094
Iteration 152Q: 20 clusters Score -5.401655e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 27736 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 11560 members 
Mstep: Class 5 contains 48781 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25424 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 76667 members 
Mstep: Class 11 contains 18752 members 
Mstep: Class 12 contains 886 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 17 contains 60911 members 
Mstep: Class 20 contains 3033 members 
Mstep: Class 22 contains 114402 members 
Mstep: Class 23 contains 19705 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016948.000000 Penalty: 39992.996094
Iteration 153Q: 20 clusters Score -5.401695e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 27809 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 9026 members 
Mstep: Class 5 contains 48805 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25476 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 78817 members 
Mstep: Class 11 contains 18764 members 
Mstep: Class 12 contains 883 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 61173 members 
Mstep: Class 20 contains 3034 members 
Mstep: Class 22 contains 114387 members 
Mstep: Class 23 contains 19680 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54017140.000000 Penalty: 39992.996094
Iteration 154Q: 20 clusters Score -5.401714e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 27871 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 7374 members 
Mstep: Class 5 contains 48820 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25541 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 79995 members 
Mstep: Class 11 contains 18773 members 
Mstep: Class 12 contains 882 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 61509 members 
Mstep: Class 20 contains 3039 members 
Mstep: Class 22 contains 114385 members 
Mstep: Class 23 contains 19659 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016932.000000 Penalty: 39992.996094
Iteration 155Q: 20 clusters Score -5.401693e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 27926 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 6287 members 
Mstep: Class 5 contains 48807 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25591 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 80693 members 
Mstep: Class 11 contains 18776 members 
Mstep: Class 12 contains 882 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 17 contains 61815 members 
Mstep: Class 20 contains 3040 members 
Mstep: Class 22 contains 114378 members 
Mstep: Class 23 contains 19658 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016872.000000 Penalty: 39992.996094
Iteration 156Q: 20 clusters Score -5.401687e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 27973 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 5550 members 
Mstep: Class 5 contains 48806 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25644 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 81083 members 
Mstep: Class 11 contains 18793 members 
Mstep: Class 12 contains 882 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62031 members 
Mstep: Class 20 contains 3045 members 
Mstep: Class 22 contains 114390 members 
Mstep: Class 23 contains 19650 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016588.000000 Penalty: 39992.996094
Iteration 157Q: 20 clusters Score -5.401659e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 28018 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 48825 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25698 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 81247 members 
Mstep: Class 11 contains 18806 members 
Mstep: Class 12 contains 883 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62209 members 
Mstep: Class 20 contains 3050 members 
Mstep: Class 22 contains 114419 members 
Mstep: Class 23 contains 19634 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016512.000000 Penalty: 39992.996094
Iteration 158Q: 20 clusters Score -5.401651e+07 nChanged 1305
Entering ConstructFrom: 
Score: -54016512.000000 Penalty: 39992.996094
Entering ConstructFrom: 
Trying to split cluster 1 (10743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Entering Unmasked Estep 
Score: -1407097.625000 Penalty: 1508.326660
	Iteration 0F: 2 clusters Score -1407098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1399466.500000 Penalty: 3016.653320
	Iteration 0F: 3 clusters Score -1399466 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1401900.500000 Penalty: 3016.653320
	Iteration 1F: 3 clusters Score -1401900 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1402147.375000 Penalty: 3016.653320
	Iteration 2F: 3 clusters Score -1402147 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1402357.750000 Penalty: 3016.653320
	Iteration 3Q: 3 clusters Score -1402358 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1402560.750000 Penalty: 3016.653320
	Iteration 4Q: 3 clusters Score -1402561 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1402788.500000 Penalty: 3016.653320
	Iteration 5Q: 3 clusters Score -1402788 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1403070.375000 Penalty: 3016.653320
	Iteration 6Q: 3 clusters Score -1403070 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1403420.875000 Penalty: 3016.653320
	Iteration 7Q: 3 clusters Score -1403421 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1403784.000000 Penalty: 3016.653320
	Iteration 8Q: 3 clusters Score -1403784 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1404177.375000 Penalty: 3016.653320
	Iteration 9Q: 3 clusters Score -1404177 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1404568.750000 Penalty: 3016.653320
	Iteration 10Q: 3 clusters Score -1404569 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1404931.250000 Penalty: 3016.653320
	Iteration 11Q: 3 clusters Score -1404931 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1405203.625000 Penalty: 3016.653320
	Iteration 12Q: 3 clusters Score -1405204 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1405369.625000 Penalty: 3016.653320
	Iteration 13Q: 3 clusters Score -1405370 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1405487.625000 Penalty: 3016.653320
	Iteration 14Q: 3 clusters Score -1405488 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1405564.250000 Penalty: 3016.653320
	Iteration 15Q: 3 clusters Score -1405564 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1405618.500000 Penalty: 3016.653320
	Iteration 16Q: 3 clusters Score -1405618 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1405653.625000 Penalty: 3016.653320
	Iteration 17Q: 3 clusters Score -1405654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1405677.875000 Penalty: 3016.653320
	Iteration 18Q: 3 clusters Score -1405678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1405706.250000 Penalty: 3016.653320
	Iteration 19Q: 3 clusters Score -1405706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1405729.750000 Penalty: 3016.653320
	Iteration 20F: 3 clusters Score -1405730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1405743.375000 Penalty: 3016.653320
	Iteration 21Q: 3 clusters Score -1405743 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1405749.000000 Penalty: 3016.653320
	Iteration 22Q: 3 clusters Score -1405749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1405755.375000 Penalty: 3016.653320
	Iteration 23Q: 3 clusters Score -1405755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1405763.500000 Penalty: 3016.653320
	Iteration 24Q: 3 clusters Score -1405764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1405767.125000 Penalty: 3016.653320
	Iteration 25Q: 3 clusters Score -1405767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1405773.250000 Penalty: 3016.653320
	Iteration 26Q: 3 clusters Score -1405773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1405778.125000 Penalty: 3016.653320
	Iteration 27Q: 3 clusters Score -1405778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1405780.250000 Penalty: 3016.653320
	Iteration 28Q: 3 clusters Score -1405780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1405782.125000 Penalty: 3016.653320
	Iteration 29Q: 3 clusters Score -1405782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1405782.125000 Penalty: 3016.653320
	Iteration 30F: 3 clusters Score -1405782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Entering Unmasked Estep 
Score: -3680418.000000 Penalty: 1664.335449
	Iteration 0F: 2 clusters Score -3680418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -3661621.250000 Penalty: 3328.670898
	Iteration 0F: 3 clusters Score -3661621 nChanged 12733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -3668665.500000 Penalty: 3328.670898
	Iteration 1F: 3 clusters Score -3668666 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -3669220.500000 Penalty: 3328.670898
	Iteration 2Q: 3 clusters Score -3669220 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -3669868.750000 Penalty: 3328.670898
	Iteration 3F: 3 clusters Score -3669869 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -3670619.000000 Penalty: 3328.670898
	Iteration 4F: 3 clusters Score -3670619 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3671542.250000 Penalty: 3328.670898
	Iteration 5F: 3 clusters Score -3671542 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -3672634.000000 Penalty: 3328.670898
	Iteration 6F: 3 clusters Score -3672634 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -3673766.500000 Penalty: 3328.670898
	Iteration 7F: 3 clusters Score -3673766 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -3674714.500000 Penalty: 3328.670898
	Iteration 8Q: 3 clusters Score -3674714 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -3675344.750000 Penalty: 3328.670898
	Iteration 9Q: 3 clusters Score -3675345 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3675694.500000 Penalty: 3328.670898
	Iteration 10Q: 3 clusters Score -3675694 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -3675899.750000 Penalty: 3328.670898
	Iteration 11Q: 3 clusters Score -3675900 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3676051.250000 Penalty: 3328.670898
	Iteration 12Q: 3 clusters Score -3676051 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -3676185.000000 Penalty: 3328.670898
	Iteration 13Q: 3 clusters Score -3676185 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -3676322.000000 Penalty: 3328.670898
	Iteration 14Q: 3 clusters Score -3676322 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -3676470.500000 Penalty: 3328.670898
	Iteration 15Q: 3 clusters Score -3676470 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -3676587.000000 Penalty: 3328.670898
	Iteration 16Q: 3 clusters Score -3676587 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -3676721.500000 Penalty: 3328.670898
	Iteration 17Q: 3 clusters Score -3676722 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -3676835.500000 Penalty: 3328.670898
	Iteration 18Q: 3 clusters Score -3676836 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -3676964.000000 Penalty: 3328.670898
	Iteration 19Q: 3 clusters Score -3676964 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -3677090.500000 Penalty: 3328.670898
	Iteration 20F: 3 clusters Score -3677090 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -3677203.500000 Penalty: 3328.670898
	Iteration 21Q: 3 clusters Score -3677204 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -3677340.750000 Penalty: 3328.670898
	Iteration 22Q: 3 clusters Score -3677341 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -3677494.500000 Penalty: 3328.670898
	Iteration 23Q: 3 clusters Score -3677494 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3677645.000000 Penalty: 3328.670898
	Iteration 24Q: 3 clusters Score -3677645 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3677787.250000 Penalty: 3328.670898
	Iteration 25Q: 3 clusters Score -3677787 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3677932.250000 Penalty: 3328.670898
	Iteration 26Q: 3 clusters Score -3677932 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3678089.000000 Penalty: 3328.670898
	Iteration 27Q: 3 clusters Score -3678089 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3678232.000000 Penalty: 3328.670898
	Iteration 28Q: 3 clusters Score -3678232 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3678393.000000 Penalty: 3328.670898
	Iteration 29Q: 3 clusters Score -3678393 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3678527.250000 Penalty: 3328.670898
	Iteration 30Q: 3 clusters Score -3678527 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3678610.000000 Penalty: 3328.670898
	Iteration 31Q: 3 clusters Score -3678610 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3678694.250000 Penalty: 3328.670898
	Iteration 32Q: 3 clusters Score -3678694 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3678761.000000 Penalty: 3328.670898
	Iteration 33Q: 3 clusters Score -3678761 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3678815.500000 Penalty: 3328.670898
	Iteration 34Q: 3 clusters Score -3678816 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3678859.500000 Penalty: 3328.670898
	Iteration 35Q: 3 clusters Score -3678860 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3678893.000000 Penalty: 3328.670898
	Iteration 36Q: 3 clusters Score -3678893 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3678912.250000 Penalty: 3328.670898
	Iteration 37Q: 3 clusters Score -3678912 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3678927.250000 Penalty: 3328.670898
	Iteration 38Q: 3 clusters Score -3678927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3678944.250000 Penalty: 3328.670898
	Iteration 39Q: 3 clusters Score -3678944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3678949.500000 Penalty: 3328.670898
	Iteration 40F: 3 clusters Score -3678950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3678966.250000 Penalty: 3328.670898
	Iteration 41Q: 3 clusters Score -3678966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3678984.000000 Penalty: 3328.670898
	Iteration 42Q: 3 clusters Score -3678984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3678992.500000 Penalty: 3328.670898
	Iteration 43Q: 3 clusters Score -3678992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3678998.250000 Penalty: 3328.670898
	Iteration 44Q: 3 clusters Score -3678998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3679006.000000 Penalty: 3328.670898
	Iteration 45Q: 3 clusters Score -3679006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3679011.750000 Penalty: 3328.670898
	Iteration 46Q: 3 clusters Score -3679012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3679022.750000 Penalty: 3328.670898
	Iteration 47Q: 3 clusters Score -3679023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3679030.500000 Penalty: 3328.670898
	Iteration 48Q: 3 clusters Score -3679030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3679038.000000 Penalty: 3328.670898
	Iteration 49Q: 3 clusters Score -3679038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3679041.750000 Penalty: 3328.670898
	Iteration 50Q: 3 clusters Score -3679042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3679044.750000 Penalty: 3328.670898
	Iteration 51Q: 3 clusters Score -3679045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3679049.000000 Penalty: 3328.670898
	Iteration 52Q: 3 clusters Score -3679049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3679053.750000 Penalty: 3328.670898
	Iteration 53Q: 3 clusters Score -3679054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3679054.250000 Penalty: 3328.670898
	Iteration 54Q: 3 clusters Score -3679054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3679055.500000 Penalty: 3328.670898
	Iteration 55Q: 3 clusters Score -3679056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3679056.250000 Penalty: 3328.670898
	Iteration 56Q: 3 clusters Score -3679056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3679058.250000 Penalty: 3328.670898
	Iteration 57Q: 3 clusters Score -3679058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3679056.750000 Penalty: 3328.670898
	Iteration 58Q: 3 clusters Score -3679057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3679060.000000 Penalty: 3328.670898
	Iteration 59Q: 3 clusters Score -3679060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3679060.000000 Penalty: 3328.670898
	Iteration 60F: 3 clusters Score -3679060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -13565.537109 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -13565.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12858.037109 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -12858.04 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13285.018555 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -13285.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13402.199219 Penalty: 1855.888672
	Iteration 2F: 3 clusters Score -13402.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13462.125977 Penalty: 1855.888672
	Iteration 3F: 3 clusters Score -13462.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13541.983398 Penalty: 1855.888672
	Iteration 4Q: 3 clusters Score -13541.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13623.170898 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -13623.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13664.417969 Penalty: 1855.888672
	Iteration 6Q: 3 clusters Score -13664.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13674.664062 Penalty: 1855.888672
	Iteration 7Q: 3 clusters Score -13674.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13675.249023 Penalty: 1855.888672
	Iteration 8Q: 3 clusters Score -13675.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13675.249023 Penalty: 1855.888672
	Iteration 9F: 3 clusters Score -13675.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 28059 members 
Mstep: Class 3 contains 116 members 
Mstep: Class 4 contains 4687 members 
Mstep: Class 5 contains 48849 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25743 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 10 contains 81329 members 
Mstep: Class 11 contains 18828 members 
Mstep: Class 12 contains 882 members 
Mstep: Class 13 contains 186 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62357 members 
Mstep: Class 20 contains 3053 members 
Mstep: Class 22 contains 114423 members 
Mstep: Class 23 contains 19618 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
Score: -54015096.000000 Penalty: 42097.890625
Splitting cluster 3 changes total score from -54016512.000000 to -54015096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Entering Unmasked Estep 
Score: -613101.750000 Penalty: 1373.539062
	Iteration 0F: 2 clusters Score -613101.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -609284.250000 Penalty: 2747.078125
	Iteration 0F: 3 clusters Score -609284.2 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -610320.875000 Penalty: 2747.078125
	Iteration 1F: 3 clusters Score -610320.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -610510.812500 Penalty: 2747.078125
	Iteration 2F: 3 clusters Score -610510.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -610642.750000 Penalty: 2747.078125
	Iteration 3F: 3 clusters Score -610642.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -610743.250000 Penalty: 2747.078125
	Iteration 4Q: 3 clusters Score -610743.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -610846.562500 Penalty: 2747.078125
	Iteration 5Q: 3 clusters Score -610846.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -610955.937500 Penalty: 2747.078125
	Iteration 6Q: 3 clusters Score -610955.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -611070.125000 Penalty: 2747.078125
	Iteration 7Q: 3 clusters Score -611070.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -611191.562500 Penalty: 2747.078125
	Iteration 8Q: 3 clusters Score -611191.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -611324.000000 Penalty: 2747.078125
	Iteration 9Q: 3 clusters Score -611324 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -611448.875000 Penalty: 2747.078125
	Iteration 10Q: 3 clusters Score -611448.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -611551.312500 Penalty: 2747.078125
	Iteration 11Q: 3 clusters Score -611551.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -611618.875000 Penalty: 2747.078125
	Iteration 12Q: 3 clusters Score -611618.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -611673.812500 Penalty: 2747.078125
	Iteration 13Q: 3 clusters Score -611673.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -611721.437500 Penalty: 2747.078125
	Iteration 14Q: 3 clusters Score -611721.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -611772.625000 Penalty: 2747.078125
	Iteration 15Q: 3 clusters Score -611772.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -611804.500000 Penalty: 2747.078125
	Iteration 16Q: 3 clusters Score -611804.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -611833.062500 Penalty: 2747.078125
	Iteration 17Q: 3 clusters Score -611833.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -611854.437500 Penalty: 2747.078125
	Iteration 18Q: 3 clusters Score -611854.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -611869.312500 Penalty: 2747.078125
	Iteration 19Q: 3 clusters Score -611869.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -611882.000000 Penalty: 2747.078125
	Iteration 20F: 3 clusters Score -611882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -611888.562500 Penalty: 2747.078125
	Iteration 21Q: 3 clusters Score -611888.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -611894.500000 Penalty: 2747.078125
	Iteration 22Q: 3 clusters Score -611894.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -611897.687500 Penalty: 2747.078125
	Iteration 23Q: 3 clusters Score -611897.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -611898.437500 Penalty: 2747.078125
	Iteration 24Q: 3 clusters Score -611898.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -611899.312500 Penalty: 2747.078125
	Iteration 25Q: 3 clusters Score -611899.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -611903.437500 Penalty: 2747.078125
	Iteration 26Q: 3 clusters Score -611903.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -611903.437500 Penalty: 2747.078125
	Iteration 27F: 3 clusters Score -611903.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Entering Unmasked Estep 
Score: -6350434.500000 Penalty: 1754.429443
	Iteration 0F: 2 clusters Score -6350434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -6317921.500000 Penalty: 3508.858887
	Iteration 0F: 3 clusters Score -6317922 nChanged 22777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -6330873.000000 Penalty: 3508.858887
	Iteration 1F: 3 clusters Score -6330873 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -6331371.000000 Penalty: 3508.858887
	Iteration 2Q: 3 clusters Score -6331371 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -6331943.500000 Penalty: 3508.858887
	Iteration 3Q: 3 clusters Score -6331944 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -6332689.000000 Penalty: 3508.858887
	Iteration 4Q: 3 clusters Score -6332689 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -6333788.000000 Penalty: 3508.858887
	Iteration 5Q: 3 clusters Score -6333788 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -6335390.500000 Penalty: 3508.858887
	Iteration 6F: 3 clusters Score -6335390 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -6337789.000000 Penalty: 3508.858887
	Iteration 7F: 3 clusters Score -6337789 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -6340672.000000 Penalty: 3508.858887
	Iteration 8F: 3 clusters Score -6340672 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -6343636.500000 Penalty: 3508.858887
	Iteration 9F: 3 clusters Score -6343636 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -6345853.000000 Penalty: 3508.858887
	Iteration 10Q: 3 clusters Score -6345853 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -6347174.000000 Penalty: 3508.858887
	Iteration 11Q: 3 clusters Score -6347174 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -6347912.000000 Penalty: 3508.858887
	Iteration 12Q: 3 clusters Score -6347912 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -6348209.000000 Penalty: 3508.858887
	Iteration 13Q: 3 clusters Score -6348209 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -6348426.000000 Penalty: 3508.858887
	Iteration 14Q: 3 clusters Score -6348426 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -6348546.000000 Penalty: 3508.858887
	Iteration 15Q: 3 clusters Score -6348546 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -6348634.500000 Penalty: 3508.858887
	Iteration 16Q: 3 clusters Score -6348634 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -6348717.500000 Penalty: 3508.858887
	Iteration 17Q: 3 clusters Score -6348718 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -6348779.000000 Penalty: 3508.858887
	Iteration 18Q: 3 clusters Score -6348779 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -6348803.500000 Penalty: 3508.858887
	Iteration 19Q: 3 clusters Score -6348804 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -6348843.500000 Penalty: 3508.858887
	Iteration 20F: 3 clusters Score -6348844 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -6348854.000000 Penalty: 3508.858887
	Iteration 21Q: 3 clusters Score -6348854 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -6348864.500000 Penalty: 3508.858887
	Iteration 22Q: 3 clusters Score -6348864 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -6348877.500000 Penalty: 3508.858887
	Iteration 23Q: 3 clusters Score -6348878 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -6348864.000000 Penalty: 3508.858887
	Iteration 24Q: 3 clusters Score -6348864 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -6348863.000000 Penalty: 3508.858887
	Iteration 25Q: 3 clusters Score -6348863 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -6348867.500000 Penalty: 3508.858887
	Iteration 26Q: 3 clusters Score -6348868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -6348867.000000 Penalty: 3508.858887
	Iteration 27Q: 3 clusters Score -6348867 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -6348858.500000 Penalty: 3508.858887
	Iteration 28Q: 3 clusters Score -6348858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -6348861.000000 Penalty: 3508.858887
	Iteration 29Q: 3 clusters Score -6348861 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -6348870.500000 Penalty: 3508.858887
	Iteration 30Q: 3 clusters Score -6348870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -6348881.000000 Penalty: 3508.858887
	Iteration 31Q: 3 clusters Score -6348881 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -6348895.000000 Penalty: 3508.858887
	Iteration 32Q: 3 clusters Score -6348895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -6348888.000000 Penalty: 3508.858887
	Iteration 33Q: 3 clusters Score -6348888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -6348899.000000 Penalty: 3508.858887
	Iteration 34Q: 3 clusters Score -6348899 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -6348892.500000 Penalty: 3508.858887
	Iteration 35Q: 3 clusters Score -6348892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -6348901.000000 Penalty: 3508.858887
	Iteration 36Q: 3 clusters Score -6348901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -6348903.000000 Penalty: 3508.858887
	Iteration 37Q: 3 clusters Score -6348903 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -6348913.000000 Penalty: 3508.858887
	Iteration 38Q: 3 clusters Score -6348913 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -6348914.500000 Penalty: 3508.858887
	Iteration 39Q: 3 clusters Score -6348914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -6348922.500000 Penalty: 3508.858887
	Iteration 40F: 3 clusters Score -6348922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -6348915.000000 Penalty: 3508.858887
	Iteration 41Q: 3 clusters Score -6348915 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -6348902.000000 Penalty: 3508.858887
	Iteration 42Q: 3 clusters Score -6348902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -6348916.500000 Penalty: 3508.858887
	Iteration 43Q: 3 clusters Score -6348916 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -6348918.500000 Penalty: 3508.858887
	Iteration 44Q: 3 clusters Score -6348918 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -6348922.500000 Penalty: 3508.858887
	Iteration 45Q: 3 clusters Score -6348922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -6348924.500000 Penalty: 3508.858887
	Iteration 46Q: 3 clusters Score -6348924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -6348927.000000 Penalty: 3508.858887
	Iteration 47Q: 3 clusters Score -6348927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -6348925.500000 Penalty: 3508.858887
	Iteration 48Q: 3 clusters Score -6348926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -6348923.000000 Penalty: 3508.858887
	Iteration 49Q: 3 clusters Score -6348923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -6348925.500000 Penalty: 3508.858887
	Iteration 50Q: 3 clusters Score -6348926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -6348930.000000 Penalty: 3508.858887
	Iteration 51Q: 3 clusters Score -6348930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -6348934.000000 Penalty: 3508.858887
	Iteration 52Q: 3 clusters Score -6348934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -6348943.500000 Penalty: 3508.858887
	Iteration 53Q: 3 clusters Score -6348944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -6348944.000000 Penalty: 3508.858887
	Iteration 54Q: 3 clusters Score -6348944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -6348942.000000 Penalty: 3508.858887
	Iteration 55Q: 3 clusters Score -6348942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -6348942.500000 Penalty: 3508.858887
	Iteration 56Q: 3 clusters Score -6348942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -6348935.000000 Penalty: 3508.858887
	Iteration 57Q: 3 clusters Score -6348935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -6348937.500000 Penalty: 3508.858887
	Iteration 58Q: 3 clusters Score -6348938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -6348944.500000 Penalty: 3508.858887
	Iteration 59Q: 3 clusters Score -6348944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -6348938.500000 Penalty: 3508.858887
	Iteration 60F: 3 clusters Score -6348938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -6348939.500000 Penalty: 3508.858887
	Iteration 61Q: 3 clusters Score -6348940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -6348938.000000 Penalty: 3508.858887
	Iteration 62Q: 3 clusters Score -6348938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -6348941.000000 Penalty: 3508.858887
	Iteration 63Q: 3 clusters Score -6348941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -6348942.000000 Penalty: 3508.858887
	Iteration 64Q: 3 clusters Score -6348942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -6348947.000000 Penalty: 3508.858887
	Iteration 65Q: 3 clusters Score -6348947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -6348948.000000 Penalty: 3508.858887
	Iteration 66Q: 3 clusters Score -6348948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -6348946.500000 Penalty: 3508.858887
	Iteration 67Q: 3 clusters Score -6348946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -6348952.000000 Penalty: 3508.858887
	Iteration 68Q: 3 clusters Score -6348952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -6348943.500000 Penalty: 3508.858887
	Iteration 69Q: 3 clusters Score -6348944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -6348950.500000 Penalty: 3508.858887
	Iteration 70Q: 3 clusters Score -6348950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -6348953.500000 Penalty: 3508.858887
	Iteration 71Q: 3 clusters Score -6348954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -6348947.500000 Penalty: 3508.858887
	Iteration 72Q: 3 clusters Score -6348948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -6348949.000000 Penalty: 3508.858887
	Iteration 73Q: 3 clusters Score -6348949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -6348949.000000 Penalty: 3508.858887
	Iteration 74Q: 3 clusters Score -6348949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -6348958.500000 Penalty: 3508.858887
	Iteration 75Q: 3 clusters Score -6348958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -6348965.000000 Penalty: 3508.858887
	Iteration 76Q: 3 clusters Score -6348965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -6348966.000000 Penalty: 3508.858887
	Iteration 77Q: 3 clusters Score -6348966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -6348972.000000 Penalty: 3508.858887
	Iteration 78Q: 3 clusters Score -6348972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -6348976.500000 Penalty: 3508.858887
	Iteration 79Q: 3 clusters Score -6348976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -6348978.500000 Penalty: 3508.858887
	Iteration 80F: 3 clusters Score -6348978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -6348972.500000 Penalty: 3508.858887
	Iteration 81Q: 3 clusters Score -6348972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -6348980.000000 Penalty: 3508.858887
	Iteration 82Q: 3 clusters Score -6348980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -6348978.500000 Penalty: 3508.858887
	Iteration 83Q: 3 clusters Score -6348978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -6348972.500000 Penalty: 3508.858887
	Iteration 84Q: 3 clusters Score -6348972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -6348979.500000 Penalty: 3508.858887
	Iteration 85Q: 3 clusters Score -6348980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -6348978.000000 Penalty: 3508.858887
	Iteration 86Q: 3 clusters Score -6348978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -6348983.000000 Penalty: 3508.858887
	Iteration 87Q: 3 clusters Score -6348983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -6348989.500000 Penalty: 3508.858887
	Iteration 88Q: 3 clusters Score -6348990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -6348985.500000 Penalty: 3508.858887
	Iteration 89Q: 3 clusters Score -6348986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -6348987.500000 Penalty: 3508.858887
	Iteration 90Q: 3 clusters Score -6348988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -6348992.500000 Penalty: 3508.858887
	Iteration 91Q: 3 clusters Score -6348992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -6348997.000000 Penalty: 3508.858887
	Iteration 92Q: 3 clusters Score -6348997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -6349000.000000 Penalty: 3508.858887
	Iteration 93Q: 3 clusters Score -6349000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -6349004.000000 Penalty: 3508.858887
	Iteration 94Q: 3 clusters Score -6349004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -6349002.000000 Penalty: 3508.858887
	Iteration 95Q: 3 clusters Score -6349002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -6348997.500000 Penalty: 3508.858887
	Iteration 96Q: 3 clusters Score -6348998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -6349003.500000 Penalty: 3508.858887
	Iteration 97Q: 3 clusters Score -6349004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -6348999.500000 Penalty: 3508.858887
	Iteration 98Q: 3 clusters Score -6349000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -6348998.500000 Penalty: 3508.858887
	Iteration 99Q: 3 clusters Score -6348998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -6348997.500000 Penalty: 3508.858887
	Iteration 100F: 3 clusters Score -6348998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -6349001.000000 Penalty: 3508.858887
	Iteration 101Q: 3 clusters Score -6349001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -6349001.000000 Penalty: 3508.858887
	Iteration 102Q: 3 clusters Score -6349001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -6349001.500000 Penalty: 3508.858887
	Iteration 103Q: 3 clusters Score -6349002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -6349002.500000 Penalty: 3508.858887
	Iteration 104Q: 3 clusters Score -6349002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -6349005.500000 Penalty: 3508.858887
	Iteration 105Q: 3 clusters Score -6349006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -6349002.000000 Penalty: 3508.858887
	Iteration 106Q: 3 clusters Score -6349002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -6348995.500000 Penalty: 3508.858887
	Iteration 107Q: 3 clusters Score -6348996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -6348994.000000 Penalty: 3508.858887
	Iteration 108Q: 3 clusters Score -6348994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -6348993.000000 Penalty: 3508.858887
	Iteration 109Q: 3 clusters Score -6348993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -6348999.000000 Penalty: 3508.858887
	Iteration 110Q: 3 clusters Score -6348999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -6349000.500000 Penalty: 3508.858887
	Iteration 111Q: 3 clusters Score -6349000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -6348999.000000 Penalty: 3508.858887
	Iteration 112Q: 3 clusters Score -6348999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -6349006.500000 Penalty: 3508.858887
	Iteration 113Q: 3 clusters Score -6349006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -6349009.000000 Penalty: 3508.858887
	Iteration 114Q: 3 clusters Score -6349009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -6349008.000000 Penalty: 3508.858887
	Iteration 115Q: 3 clusters Score -6349008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -6349003.500000 Penalty: 3508.858887
	Iteration 116Q: 3 clusters Score -6349004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -6348999.000000 Penalty: 3508.858887
	Iteration 117Q: 3 clusters Score -6348999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -6348998.500000 Penalty: 3508.858887
	Iteration 118Q: 3 clusters Score -6348998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -6348998.500000 Penalty: 3508.858887
	Iteration 119Q: 3 clusters Score -6348998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -6348997.000000 Penalty: 3508.858887
	Iteration 120F: 3 clusters Score -6348997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -6348995.000000 Penalty: 3508.858887
	Iteration 121Q: 3 clusters Score -6348995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -6348992.000000 Penalty: 3508.858887
	Iteration 122Q: 3 clusters Score -6348992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -6348997.000000 Penalty: 3508.858887
	Iteration 123Q: 3 clusters Score -6348997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -6348992.000000 Penalty: 3508.858887
	Iteration 124Q: 3 clusters Score -6348992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -6348995.500000 Penalty: 3508.858887
	Iteration 125Q: 3 clusters Score -6348996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -6348995.500000 Penalty: 3508.858887
	Iteration 126F: 3 clusters Score -6348996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -51917.058594 Penalty: 939.871643
	Iteration 0F: 2 clusters Score -51917.06 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 154 members 
Entering Unmasked Estep 
Score: -50961.937500 Penalty: 1879.743286
	Iteration 0F: 3 clusters Score -50961.94 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51082.984375 Penalty: 1879.743286
	Iteration 1F: 3 clusters Score -51082.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51112.492188 Penalty: 1879.743286
	Iteration 2Q: 3 clusters Score -51112.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51120.613281 Penalty: 1879.743286
	Iteration 3Q: 3 clusters Score -51120.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51124.394531 Penalty: 1879.743286
	Iteration 4Q: 3 clusters Score -51124.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -51125.421875 Penalty: 1879.743286
	Iteration 5Q: 3 clusters Score -51125.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -51125.421875 Penalty: 1879.743286
	Iteration 6F: 3 clusters Score -51125.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Entering Unmasked Estep 
Score: -3369969.250000 Penalty: 1650.336670
	Iteration 0F: 2 clusters Score -3369969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -3352506.750000 Penalty: 3300.673340
	Iteration 0F: 3 clusters Score -3352507 nChanged 11758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -3359021.500000 Penalty: 3300.673340
	Iteration 1F: 3 clusters Score -3359022 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -3359368.500000 Penalty: 3300.673340
	Iteration 2Q: 3 clusters Score -3359368 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -3359649.500000 Penalty: 3300.673340
	Iteration 3Q: 3 clusters Score -3359650 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -3359934.750000 Penalty: 3300.673340
	Iteration 4Q: 3 clusters Score -3359935 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -3360223.500000 Penalty: 3300.673340
	Iteration 5Q: 3 clusters Score -3360224 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -3360565.250000 Penalty: 3300.673340
	Iteration 6Q: 3 clusters Score -3360565 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -3360972.250000 Penalty: 3300.673340
	Iteration 7Q: 3 clusters Score -3360972 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -3361469.250000 Penalty: 3300.673340
	Iteration 8Q: 3 clusters Score -3361469 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -3362127.250000 Penalty: 3300.673340
	Iteration 9Q: 3 clusters Score -3362127 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3363067.250000 Penalty: 3300.673340
	Iteration 10Q: 3 clusters Score -3363067 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -3364180.500000 Penalty: 3300.673340
	Iteration 11F: 3 clusters Score -3364180 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -3364943.750000 Penalty: 3300.673340
	Iteration 12Q: 3 clusters Score -3364944 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -3365296.500000 Penalty: 3300.673340
	Iteration 13Q: 3 clusters Score -3365296 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -3365432.250000 Penalty: 3300.673340
	Iteration 14Q: 3 clusters Score -3365432 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -3365539.000000 Penalty: 3300.673340
	Iteration 15Q: 3 clusters Score -3365539 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -3365630.250000 Penalty: 3300.673340
	Iteration 16Q: 3 clusters Score -3365630 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -3365702.000000 Penalty: 3300.673340
	Iteration 17Q: 3 clusters Score -3365702 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -3365767.250000 Penalty: 3300.673340
	Iteration 18Q: 3 clusters Score -3365767 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -3365851.250000 Penalty: 3300.673340
	Iteration 19Q: 3 clusters Score -3365851 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -3365903.750000 Penalty: 3300.673340
	Iteration 20F: 3 clusters Score -3365904 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -3365963.250000 Penalty: 3300.673340
	Iteration 21Q: 3 clusters Score -3365963 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -3366028.750000 Penalty: 3300.673340
	Iteration 22Q: 3 clusters Score -3366029 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -3366131.000000 Penalty: 3300.673340
	Iteration 23Q: 3 clusters Score -3366131 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -3366249.500000 Penalty: 3300.673340
	Iteration 24Q: 3 clusters Score -3366250 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -3366372.000000 Penalty: 3300.673340
	Iteration 25Q: 3 clusters Score -3366372 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3366457.500000 Penalty: 3300.673340
	Iteration 26Q: 3 clusters Score -3366458 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -3366553.250000 Penalty: 3300.673340
	Iteration 27Q: 3 clusters Score -3366553 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -3366679.500000 Penalty: 3300.673340
	Iteration 28Q: 3 clusters Score -3366680 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -3366811.250000 Penalty: 3300.673340
	Iteration 29Q: 3 clusters Score -3366811 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -3366958.500000 Penalty: 3300.673340
	Iteration 30Q: 3 clusters Score -3366958 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -3367084.500000 Penalty: 3300.673340
	Iteration 31Q: 3 clusters Score -3367084 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -3367224.750000 Penalty: 3300.673340
	Iteration 32Q: 3 clusters Score -3367225 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -3367345.000000 Penalty: 3300.673340
	Iteration 33Q: 3 clusters Score -3367345 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -3367473.000000 Penalty: 3300.673340
	Iteration 34Q: 3 clusters Score -3367473 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3367586.500000 Penalty: 3300.673340
	Iteration 35Q: 3 clusters Score -3367586 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -3367711.250000 Penalty: 3300.673340
	Iteration 36Q: 3 clusters Score -3367711 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -3367804.750000 Penalty: 3300.673340
	Iteration 37Q: 3 clusters Score -3367805 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -3367881.000000 Penalty: 3300.673340
	Iteration 38Q: 3 clusters Score -3367881 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -3367943.000000 Penalty: 3300.673340
	Iteration 39Q: 3 clusters Score -3367943 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3368001.750000 Penalty: 3300.673340
	Iteration 40F: 3 clusters Score -3368002 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -3368044.250000 Penalty: 3300.673340
	Iteration 41Q: 3 clusters Score -3368044 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3368093.500000 Penalty: 3300.673340
	Iteration 42Q: 3 clusters Score -3368094 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -3368143.000000 Penalty: 3300.673340
	Iteration 43Q: 3 clusters Score -3368143 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -3368186.000000 Penalty: 3300.673340
	Iteration 44Q: 3 clusters Score -3368186 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3368210.250000 Penalty: 3300.673340
	Iteration 45Q: 3 clusters Score -3368210 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -3368236.750000 Penalty: 3300.673340
	Iteration 46Q: 3 clusters Score -3368237 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -3368260.000000 Penalty: 3300.673340
	Iteration 47Q: 3 clusters Score -3368260 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -3368288.750000 Penalty: 3300.673340
	Iteration 48Q: 3 clusters Score -3368289 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -3368311.750000 Penalty: 3300.673340
	Iteration 49Q: 3 clusters Score -3368312 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -3368334.000000 Penalty: 3300.673340
	Iteration 50Q: 3 clusters Score -3368334 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -3368350.000000 Penalty: 3300.673340
	Iteration 51Q: 3 clusters Score -3368350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -3368373.250000 Penalty: 3300.673340
	Iteration 52Q: 3 clusters Score -3368373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -3368374.500000 Penalty: 3300.673340
	Iteration 53Q: 3 clusters Score -3368374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -3368382.500000 Penalty: 3300.673340
	Iteration 54Q: 3 clusters Score -3368382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3368392.250000 Penalty: 3300.673340
	Iteration 55Q: 3 clusters Score -3368392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -3368398.250000 Penalty: 3300.673340
	Iteration 56Q: 3 clusters Score -3368398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3368420.000000 Penalty: 3300.673340
	Iteration 57Q: 3 clusters Score -3368420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -3368430.750000 Penalty: 3300.673340
	Iteration 58Q: 3 clusters Score -3368431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -3368432.750000 Penalty: 3300.673340
	Iteration 59Q: 3 clusters Score -3368433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -3368447.250000 Penalty: 3300.673340
	Iteration 60F: 3 clusters Score -3368447 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -3368457.250000 Penalty: 3300.673340
	Iteration 61Q: 3 clusters Score -3368457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -3368465.000000 Penalty: 3300.673340
	Iteration 62Q: 3 clusters Score -3368465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -3368469.750000 Penalty: 3300.673340
	Iteration 63Q: 3 clusters Score -3368470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3368481.750000 Penalty: 3300.673340
	Iteration 64Q: 3 clusters Score -3368482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -3368479.750000 Penalty: 3300.673340
	Iteration 65Q: 3 clusters Score -3368480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -3368491.250000 Penalty: 3300.673340
	Iteration 66Q: 3 clusters Score -3368491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -3368490.000000 Penalty: 3300.673340
	Iteration 67Q: 3 clusters Score -3368490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -3368493.750000 Penalty: 3300.673340
	Iteration 68Q: 3 clusters Score -3368494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3368498.000000 Penalty: 3300.673340
	Iteration 69Q: 3 clusters Score -3368498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3368499.000000 Penalty: 3300.673340
	Iteration 70Q: 3 clusters Score -3368499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3368503.000000 Penalty: 3300.673340
	Iteration 71Q: 3 clusters Score -3368503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3368503.250000 Penalty: 3300.673340
	Iteration 72Q: 3 clusters Score -3368503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -3368504.000000 Penalty: 3300.673340
	Iteration 73Q: 3 clusters Score -3368504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -3368504.000000 Penalty: 3300.673340
	Iteration 74F: 3 clusters Score -3368504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -54273.546875 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -54273.55 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 276 members 
Entering Unmasked Estep 
Score: -53197.195312 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -53197.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -53380.687500 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -53380.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -53445.085938 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -53445.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -53471.695312 Penalty: 2053.078613
	Iteration 3Q: 3 clusters Score -53471.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -53479.406250 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -53479.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -53488.589844 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -53488.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -53490.289062 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -53490.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -53492.210938 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -53492.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53500.671875 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -53500.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -53506.316406 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -53506.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -53512.695312 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -53512.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53513.203125 Penalty: 2053.078613
	Iteration 11Q: 3 clusters Score -53513.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53517.035156 Penalty: 2053.078613
	Iteration 12Q: 3 clusters Score -53517.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -53520.800781 Penalty: 2053.078613
	Iteration 13Q: 3 clusters Score -53520.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -53524.125000 Penalty: 2053.078613
	Iteration 14Q: 3 clusters Score -53524.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -53531.234375 Penalty: 2053.078613
	Iteration 15Q: 3 clusters Score -53531.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -53535.410156 Penalty: 2053.078613
	Iteration 16Q: 3 clusters Score -53535.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -53535.410156 Penalty: 2053.078613
	Iteration 17F: 3 clusters Score -53535.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Entering Unmasked Estep 
Score: -101233.437500 Penalty: 1081.509033
	Iteration 0F: 2 clusters Score -101233.4 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 387 members 
Entering Unmasked Estep 
Score: -99992.875000 Penalty: 2163.018066
	Iteration 0F: 3 clusters Score -99992.88 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -100258.367188 Penalty: 2163.018066
	Iteration 1F: 3 clusters Score -100258.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -100364.218750 Penalty: 2163.018066
	Iteration 2F: 3 clusters Score -100364.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -100438.796875 Penalty: 2163.018066
	Iteration 3F: 3 clusters Score -100438.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -100477.562500 Penalty: 2163.018066
	Iteration 4Q: 3 clusters Score -100477.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -100496.437500 Penalty: 2163.018066
	Iteration 5Q: 3 clusters Score -100496.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -100500.210938 Penalty: 2163.018066
	Iteration 6Q: 3 clusters Score -100500.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -100500.210938 Penalty: 2163.018066
	Iteration 7F: 3 clusters Score -100500.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (81329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81329 members 
Entering Unmasked Estep 
Score: -10655476.000000 Penalty: 1837.266968
	Iteration 0F: 2 clusters Score -1.065548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -10610306.000000 Penalty: 3674.533936
	Iteration 0F: 3 clusters Score -1.061031e+07 nChanged 38819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -10632805.000000 Penalty: 3674.533936
	Iteration 1F: 3 clusters Score -1.06328e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -10633465.000000 Penalty: 3674.533936
	Iteration 2Q: 3 clusters Score -1.063346e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -10634092.000000 Penalty: 3674.533936
	Iteration 3Q: 3 clusters Score -1.063409e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -10634853.000000 Penalty: 3674.533936
	Iteration 4Q: 3 clusters Score -1.063485e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -10635995.000000 Penalty: 3674.533936
	Iteration 5Q: 3 clusters Score -1.0636e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -10637535.000000 Penalty: 3674.533936
	Iteration 6Q: 3 clusters Score -1.063754e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -10639464.000000 Penalty: 3674.533936
	Iteration 7Q: 3 clusters Score -1.063946e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -10642336.000000 Penalty: 3674.533936
	Iteration 8F: 3 clusters Score -1.064234e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -10645661.000000 Penalty: 3674.533936
	Iteration 9F: 3 clusters Score -1.064566e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -10648265.000000 Penalty: 3674.533936
	Iteration 10F: 3 clusters Score -1.064826e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -10649251.000000 Penalty: 3674.533936
	Iteration 11Q: 3 clusters Score -1.064925e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -10649435.000000 Penalty: 3674.533936
	Iteration 12Q: 3 clusters Score -1.064944e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -10649563.000000 Penalty: 3674.533936
	Iteration 13Q: 3 clusters Score -1.064956e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -10649561.000000 Penalty: 3674.533936
	Iteration 14Q: 3 clusters Score -1.064956e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -10649607.000000 Penalty: 3674.533936
	Iteration 15Q: 3 clusters Score -1.064961e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -10649643.000000 Penalty: 3674.533936
	Iteration 16Q: 3 clusters Score -1.064964e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -10649761.000000 Penalty: 3674.533936
	Iteration 17Q: 3 clusters Score -1.064976e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -10649893.000000 Penalty: 3674.533936
	Iteration 18Q: 3 clusters Score -1.064989e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -10650120.000000 Penalty: 3674.533936
	Iteration 19Q: 3 clusters Score -1.065012e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -10650264.000000 Penalty: 3674.533936
	Iteration 20F: 3 clusters Score -1.065026e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -10650483.000000 Penalty: 3674.533936
	Iteration 21Q: 3 clusters Score -1.065048e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -10650744.000000 Penalty: 3674.533936
	Iteration 22Q: 3 clusters Score -1.065074e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -10650862.000000 Penalty: 3674.533936
	Iteration 23Q: 3 clusters Score -1.065086e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -10651101.000000 Penalty: 3674.533936
	Iteration 24Q: 3 clusters Score -1.06511e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -10651292.000000 Penalty: 3674.533936
	Iteration 25Q: 3 clusters Score -1.065129e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -10651481.000000 Penalty: 3674.533936
	Iteration 26Q: 3 clusters Score -1.065148e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 64662 members 
Entering Unmasked Estep 
Score: -10651603.000000 Penalty: 3674.533936
	Iteration 27Q: 3 clusters Score -1.06516e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 68444 members 
Entering Unmasked Estep 
Score: -10651820.000000 Penalty: 3674.533936
	Iteration 28Q: 3 clusters Score -1.065182e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 72164 members 
Entering Unmasked Estep 
Score: -10652175.000000 Penalty: 3674.533936
	Iteration 29Q: 3 clusters Score -1.065218e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 75259 members 
Entering Unmasked Estep 
Score: -10652424.000000 Penalty: 3674.533936
	Iteration 30Q: 3 clusters Score -1.065242e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 77462 members 
Entering Unmasked Estep 
Score: -10652612.000000 Penalty: 3674.533936
	Iteration 31Q: 3 clusters Score -1.065261e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 78906 members 
Entering Unmasked Estep 
Score: -10652870.000000 Penalty: 3674.533936
	Iteration 32Q: 3 clusters Score -1.065287e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 79751 members 
Entering Unmasked Estep 
Score: -10653126.000000 Penalty: 3674.533936
	Iteration 33Q: 3 clusters Score -1.065313e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 80204 members 
Entering Unmasked Estep 
Score: -10653312.000000 Penalty: 3674.533936
	Iteration 34Q: 3 clusters Score -1.065331e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 80429 members 
Entering Unmasked Estep 
Score: -10653408.000000 Penalty: 3674.533936
	Iteration 35Q: 3 clusters Score -1.065341e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 80541 members 
Entering Unmasked Estep 
Score: -10653500.000000 Penalty: 3674.533936
	Iteration 36Q: 3 clusters Score -1.06535e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 80600 members 
Entering Unmasked Estep 
Score: -10653556.000000 Penalty: 3674.533936
	Iteration 37Q: 3 clusters Score -1.065356e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 80641 members 
Entering Unmasked Estep 
Score: -10653597.000000 Penalty: 3674.533936
	Iteration 38Q: 3 clusters Score -1.06536e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 80667 members 
Entering Unmasked Estep 
Score: -10653582.000000 Penalty: 3674.533936
	Iteration 39Q: 3 clusters Score -1.065358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 80671 members 
Entering Unmasked Estep 
Score: -10654020.000000 Penalty: 3674.533936
	Iteration 40F: 3 clusters Score -1.065402e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 81019 members 
Entering Unmasked Estep 
Score: -10654006.000000 Penalty: 3674.533936
	Iteration 41Q: 3 clusters Score -1.065401e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 81119 members 
Entering Unmasked Estep 
Score: -10654042.000000 Penalty: 3674.533936
	Iteration 42Q: 3 clusters Score -1.065404e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 81148 members 
Entering Unmasked Estep 
Score: -10654067.000000 Penalty: 3674.533936
	Iteration 43Q: 3 clusters Score -1.065407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 81159 members 
Entering Unmasked Estep 
Score: -10654075.000000 Penalty: 3674.533936
	Iteration 44Q: 3 clusters Score -1.065408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 81164 members 
Entering Unmasked Estep 
Score: -10654082.000000 Penalty: 3674.533936
	Iteration 45Q: 3 clusters Score -1.065408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 81164 members 
Entering Unmasked Estep 
Score: -10654082.000000 Penalty: 3674.533936
	Iteration 46Q: 3 clusters Score -1.065408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 81164 members 
Entering Unmasked Estep 
Score: -10654082.000000 Penalty: 3674.533936
	Iteration 47F: 3 clusters Score -1.065408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Entering Unmasked Estep 
Score: -2465068.250000 Penalty: 1599.503784
	Iteration 0F: 2 clusters Score -2465068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2452132.000000 Penalty: 3199.007568
	Iteration 0F: 3 clusters Score -2452132 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2456810.500000 Penalty: 3199.007568
	Iteration 1F: 3 clusters Score -2456810 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2457118.000000 Penalty: 3199.007568
	Iteration 2Q: 3 clusters Score -2457118 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2457369.250000 Penalty: 3199.007568
	Iteration 3Q: 3 clusters Score -2457369 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2457574.250000 Penalty: 3199.007568
	Iteration 4Q: 3 clusters Score -2457574 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2457786.500000 Penalty: 3199.007568
	Iteration 5Q: 3 clusters Score -2457786 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2458030.500000 Penalty: 3199.007568
	Iteration 6Q: 3 clusters Score -2458030 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2458342.750000 Penalty: 3199.007568
	Iteration 7Q: 3 clusters Score -2458343 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2458805.250000 Penalty: 3199.007568
	Iteration 8Q: 3 clusters Score -2458805 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2459452.000000 Penalty: 3199.007568
	Iteration 9Q: 3 clusters Score -2459452 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2460214.000000 Penalty: 3199.007568
	Iteration 10F: 3 clusters Score -2460214 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2460973.000000 Penalty: 3199.007568
	Iteration 11Q: 3 clusters Score -2460973 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2461551.500000 Penalty: 3199.007568
	Iteration 12Q: 3 clusters Score -2461552 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2461941.750000 Penalty: 3199.007568
	Iteration 13Q: 3 clusters Score -2461942 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2462173.750000 Penalty: 3199.007568
	Iteration 14Q: 3 clusters Score -2462174 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2462344.250000 Penalty: 3199.007568
	Iteration 15Q: 3 clusters Score -2462344 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2462497.250000 Penalty: 3199.007568
	Iteration 16Q: 3 clusters Score -2462497 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2462602.000000 Penalty: 3199.007568
	Iteration 17Q: 3 clusters Score -2462602 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2462699.750000 Penalty: 3199.007568
	Iteration 18Q: 3 clusters Score -2462700 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2462795.000000 Penalty: 3199.007568
	Iteration 19Q: 3 clusters Score -2462795 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2462897.000000 Penalty: 3199.007568
	Iteration 20F: 3 clusters Score -2462897 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2462980.750000 Penalty: 3199.007568
	Iteration 21Q: 3 clusters Score -2462981 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2463060.750000 Penalty: 3199.007568
	Iteration 22Q: 3 clusters Score -2463061 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2463118.250000 Penalty: 3199.007568
	Iteration 23Q: 3 clusters Score -2463118 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2463158.000000 Penalty: 3199.007568
	Iteration 24Q: 3 clusters Score -2463158 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2463213.250000 Penalty: 3199.007568
	Iteration 25Q: 3 clusters Score -2463213 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2463244.250000 Penalty: 3199.007568
	Iteration 26Q: 3 clusters Score -2463244 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2463283.500000 Penalty: 3199.007568
	Iteration 27Q: 3 clusters Score -2463284 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2463306.000000 Penalty: 3199.007568
	Iteration 28Q: 3 clusters Score -2463306 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2463330.750000 Penalty: 3199.007568
	Iteration 29Q: 3 clusters Score -2463331 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2463352.500000 Penalty: 3199.007568
	Iteration 30Q: 3 clusters Score -2463352 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2463372.000000 Penalty: 3199.007568
	Iteration 31Q: 3 clusters Score -2463372 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2463384.500000 Penalty: 3199.007568
	Iteration 32Q: 3 clusters Score -2463384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2463401.250000 Penalty: 3199.007568
	Iteration 33Q: 3 clusters Score -2463401 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2463425.000000 Penalty: 3199.007568
	Iteration 34Q: 3 clusters Score -2463425 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2463442.000000 Penalty: 3199.007568
	Iteration 35Q: 3 clusters Score -2463442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2463458.500000 Penalty: 3199.007568
	Iteration 36Q: 3 clusters Score -2463458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2463472.500000 Penalty: 3199.007568
	Iteration 37Q: 3 clusters Score -2463472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2463479.500000 Penalty: 3199.007568
	Iteration 38Q: 3 clusters Score -2463480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2463488.000000 Penalty: 3199.007568
	Iteration 39Q: 3 clusters Score -2463488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2463496.000000 Penalty: 3199.007568
	Iteration 40F: 3 clusters Score -2463496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2463502.000000 Penalty: 3199.007568
	Iteration 41Q: 3 clusters Score -2463502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2463509.500000 Penalty: 3199.007568
	Iteration 42Q: 3 clusters Score -2463510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2463519.500000 Penalty: 3199.007568
	Iteration 43Q: 3 clusters Score -2463520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2463525.000000 Penalty: 3199.007568
	Iteration 44Q: 3 clusters Score -2463525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2463540.250000 Penalty: 3199.007568
	Iteration 45Q: 3 clusters Score -2463540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2463551.250000 Penalty: 3199.007568
	Iteration 46Q: 3 clusters Score -2463551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2463559.500000 Penalty: 3199.007568
	Iteration 47Q: 3 clusters Score -2463560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2463569.750000 Penalty: 3199.007568
	Iteration 48Q: 3 clusters Score -2463570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2463579.250000 Penalty: 3199.007568
	Iteration 49Q: 3 clusters Score -2463579 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2463593.000000 Penalty: 3199.007568
	Iteration 50Q: 3 clusters Score -2463593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2463599.500000 Penalty: 3199.007568
	Iteration 51Q: 3 clusters Score -2463600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2463608.250000 Penalty: 3199.007568
	Iteration 52Q: 3 clusters Score -2463608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2463616.500000 Penalty: 3199.007568
	Iteration 53Q: 3 clusters Score -2463616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2463623.500000 Penalty: 3199.007568
	Iteration 54Q: 3 clusters Score -2463624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2463631.750000 Penalty: 3199.007568
	Iteration 55Q: 3 clusters Score -2463632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2463640.000000 Penalty: 3199.007568
	Iteration 56Q: 3 clusters Score -2463640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2463645.000000 Penalty: 3199.007568
	Iteration 57Q: 3 clusters Score -2463645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2463648.500000 Penalty: 3199.007568
	Iteration 58Q: 3 clusters Score -2463648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2463650.500000 Penalty: 3199.007568
	Iteration 59Q: 3 clusters Score -2463650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2463651.000000 Penalty: 3199.007568
	Iteration 60F: 3 clusters Score -2463651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2463653.750000 Penalty: 3199.007568
	Iteration 61Q: 3 clusters Score -2463654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2463656.500000 Penalty: 3199.007568
	Iteration 62Q: 3 clusters Score -2463656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2463659.500000 Penalty: 3199.007568
	Iteration 63Q: 3 clusters Score -2463660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2463657.000000 Penalty: 3199.007568
	Iteration 64Q: 3 clusters Score -2463657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2463661.250000 Penalty: 3199.007568
	Iteration 65Q: 3 clusters Score -2463661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2463660.250000 Penalty: 3199.007568
	Iteration 66Q: 3 clusters Score -2463660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2463664.500000 Penalty: 3199.007568
	Iteration 67Q: 3 clusters Score -2463664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2463665.750000 Penalty: 3199.007568
	Iteration 68Q: 3 clusters Score -2463666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2463667.000000 Penalty: 3199.007568
	Iteration 69Q: 3 clusters Score -2463667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2463668.000000 Penalty: 3199.007568
	Iteration 70Q: 3 clusters Score -2463668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2463666.750000 Penalty: 3199.007568
	Iteration 71Q: 3 clusters Score -2463667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2463666.750000 Penalty: 3199.007568
	Iteration 72F: 3 clusters Score -2463667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -110537.523438 Penalty: 1102.106201
	Iteration 0F: 2 clusters Score -110537.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -109178.359375 Penalty: 2204.212402
	Iteration 0F: 3 clusters Score -109178.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -109433.789062 Penalty: 2204.212402
	Iteration 1F: 3 clusters Score -109433.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -109504.234375 Penalty: 2204.212402
	Iteration 2F: 3 clusters Score -109504.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -109548.890625 Penalty: 2204.212402
	Iteration 3Q: 3 clusters Score -109548.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -109575.453125 Penalty: 2204.212402
	Iteration 4Q: 3 clusters Score -109575.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -109591.617188 Penalty: 2204.212402
	Iteration 5Q: 3 clusters Score -109591.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -109599.031250 Penalty: 2204.212402
	Iteration 6Q: 3 clusters Score -109599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -109601.843750 Penalty: 2204.212402
	Iteration 7Q: 3 clusters Score -109601.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -109605.437500 Penalty: 2204.212402
	Iteration 8Q: 3 clusters Score -109605.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -109607.171875 Penalty: 2204.212402
	Iteration 9Q: 3 clusters Score -109607.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -109607.898438 Penalty: 2204.212402
	Iteration 10Q: 3 clusters Score -109607.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -109611.898438 Penalty: 2204.212402
	Iteration 11Q: 3 clusters Score -109611.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -109617.414062 Penalty: 2204.212402
	Iteration 12Q: 3 clusters Score -109617.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -109622.593750 Penalty: 2204.212402
	Iteration 13Q: 3 clusters Score -109622.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -109624.179688 Penalty: 2204.212402
	Iteration 14Q: 3 clusters Score -109624.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -109626.882812 Penalty: 2204.212402
	Iteration 15Q: 3 clusters Score -109626.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -109627.718750 Penalty: 2204.212402
	Iteration 16Q: 3 clusters Score -109627.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -109631.187500 Penalty: 2204.212402
	Iteration 17Q: 3 clusters Score -109631.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -109631.187500 Penalty: 2204.212402
	Iteration 18F: 3 clusters Score -109631.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -40724.425781 Penalty: 1010.522522
	Iteration 0F: 2 clusters Score -40724.43 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 241 members 
Entering Unmasked Estep 
Score: -39786.492188 Penalty: 2021.045044
	Iteration 0F: 3 clusters Score -39786.49 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40072.175781 Penalty: 2021.045044
	Iteration 1F: 3 clusters Score -40072.18 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40238.527344 Penalty: 2021.045044
	Iteration 2F: 3 clusters Score -40238.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40378.207031 Penalty: 2021.045044
	Iteration 3F: 3 clusters Score -40378.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40425.625000 Penalty: 2021.045044
	Iteration 4Q: 3 clusters Score -40425.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40448.074219 Penalty: 2021.045044
	Iteration 5Q: 3 clusters Score -40448.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40469.457031 Penalty: 2021.045044
	Iteration 6Q: 3 clusters Score -40469.46 nChanged 9
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: -40495.867188 Penalty: 2021.045044
	Iteration 7Q: 3 clusters Score -40495.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40502.171875 Penalty: 2021.045044
	Iteration 8Q: 3 clusters Score -40502.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40513.492188 Penalty: 2021.045044
	Iteration 9Q: 3 clusters Score -40513.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40515.503906 Penalty: 2021.045044
	Iteration 10Q: 3 clusters Score -40515.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40515.707031 Penalty: 2021.045044
	Iteration 11Q: 3 clusters Score -40515.71 nChanged 1
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: -40518.582031 Penalty: 2021.045044
	Iteration 12Q: 3 clusters Score -40518.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40520.855469 Penalty: 2021.045044
	Iteration 13Q: 3 clusters Score -40520.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40520.855469 Penalty: 2021.045044
	Iteration 14F: 3 clusters Score -40520.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -60302.304688 Penalty: 1027.124878
	Iteration 0F: 2 clusters Score -60302.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59165.382812 Penalty: 2054.249756
	Iteration 0F: 3 clusters Score -59165.38 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59336.425781 Penalty: 2054.249756
	Iteration 1F: 3 clusters Score -59336.43 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -59388.921875 Penalty: 2054.249756
	Iteration 2F: 3 clusters Score -59388.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59409.484375 Penalty: 2054.249756
	Iteration 3Q: 3 clusters Score -59409.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -59432.917969 Penalty: 2054.249756
	Iteration 4Q: 3 clusters Score -59432.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -59445.074219 Penalty: 2054.249756
	Iteration 5Q: 3 clusters Score -59445.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59449.550781 Penalty: 2054.249756
	Iteration 6Q: 3 clusters Score -59449.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59451.628906 Penalty: 2054.249756
	Iteration 7Q: 3 clusters Score -59451.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59455.828125 Penalty: 2054.249756
	Iteration 8Q: 3 clusters Score -59455.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59455.828125 Penalty: 2054.249756
	Iteration 9F: 3 clusters Score -59455.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (62357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62357 members 
Entering Unmasked Estep 
Score: -8223925.000000 Penalty: 1794.102539
	Iteration 0F: 2 clusters Score -8223925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -8190722.000000 Penalty: 3588.205078
	Iteration 0F: 3 clusters Score -8190722 nChanged 29378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -8207608.000000 Penalty: 3588.205078
	Iteration 1F: 3 clusters Score -8207608 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -8208249.500000 Penalty: 3588.205078
	Iteration 2Q: 3 clusters Score -8208250 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -8209128.000000 Penalty: 3588.205078
	Iteration 3Q: 3 clusters Score -8209128 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -8210330.500000 Penalty: 3588.205078
	Iteration 4Q: 3 clusters Score -8210330 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -8212090.500000 Penalty: 3588.205078
	Iteration 5F: 3 clusters Score -8212090 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -8214826.000000 Penalty: 3588.205078
	Iteration 6F: 3 clusters Score -8214826 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -8218561.500000 Penalty: 3588.205078
	Iteration 7F: 3 clusters Score -8218562 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -8222689.500000 Penalty: 3588.205078
	Iteration 8F: 3 clusters Score -8222690 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -8224628.000000 Penalty: 3588.205078
	Iteration 9F: 3 clusters Score -8224628 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -8224465.000000 Penalty: 3588.205078
	Iteration 10Q: 3 clusters Score -8224465 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -8223803.000000 Penalty: 3588.205078
	Iteration 11Q: 3 clusters Score -8223803 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -8223225.500000 Penalty: 3588.205078
	Iteration 12Q: 3 clusters Score -8223226 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 59382 members 
Entering Unmasked Estep 
Score: -8222940.000000 Penalty: 3588.205078
	Iteration 13Q: 3 clusters Score -8222940 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -8222637.500000 Penalty: 3588.205078
	Iteration 14Q: 3 clusters Score -8222638 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 61614 members 
Entering Unmasked Estep 
Score: -8222436.000000 Penalty: 3588.205078
	Iteration 15Q: 3 clusters Score -8222436 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 61901 members 
Entering Unmasked Estep 
Score: -8222351.000000 Penalty: 3588.205078
	Iteration 16Q: 3 clusters Score -8222351 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 62032 members 
Entering Unmasked Estep 
Score: -8222317.000000 Penalty: 3588.205078
	Iteration 17Q: 3 clusters Score -8222317 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 62089 members 
Entering Unmasked Estep 
Score: -8222293.500000 Penalty: 3588.205078
	Iteration 18Q: 3 clusters Score -8222294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -8222335.000000 Penalty: 3588.205078
	Iteration 19Q: 3 clusters Score -8222335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 62152 members 
Entering Unmasked Estep 
Score: -8222436.000000 Penalty: 3588.205078
	Iteration 20F: 3 clusters Score -8222436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 62205 members 
Entering Unmasked Estep 
Score: -8222483.500000 Penalty: 3588.205078
	Iteration 21Q: 3 clusters Score -8222484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 62218 members 
Entering Unmasked Estep 
Score: -8222495.500000 Penalty: 3588.205078
	Iteration 22Q: 3 clusters Score -8222496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 62218 members 
Entering Unmasked Estep 
Score: -8222524.500000 Penalty: 3588.205078
	Iteration 23Q: 3 clusters Score -8222524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 62218 members 
Entering Unmasked Estep 
Score: -8222537.000000 Penalty: 3588.205078
	Iteration 24Q: 3 clusters Score -8222537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 62218 members 
Entering Unmasked Estep 
Score: -8222537.000000 Penalty: 3588.205078
	Iteration 25F: 3 clusters Score -8222537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Entering Unmasked Estep 
Score: -377252.875000 Penalty: 1303.880493
	Iteration 0F: 2 clusters Score -377252.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -374528.812500 Penalty: 2607.760986
	Iteration 0F: 3 clusters Score -374528.8 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -375353.937500 Penalty: 2607.760986
	Iteration 1F: 3 clusters Score -375353.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -375702.281250 Penalty: 2607.760986
	Iteration 2F: 3 clusters Score -375702.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -375978.593750 Penalty: 2607.760986
	Iteration 3F: 3 clusters Score -375978.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -376197.781250 Penalty: 2607.760986
	Iteration 4F: 3 clusters Score -376197.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -376344.375000 Penalty: 2607.760986
	Iteration 5F: 3 clusters Score -376344.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -376453.937500 Penalty: 2607.760986
	Iteration 6Q: 3 clusters Score -376453.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -376521.781250 Penalty: 2607.760986
	Iteration 7Q: 3 clusters Score -376521.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -376568.093750 Penalty: 2607.760986
	Iteration 8Q: 3 clusters Score -376568.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -376608.250000 Penalty: 2607.760986
	Iteration 9Q: 3 clusters Score -376608.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -376626.906250 Penalty: 2607.760986
	Iteration 10Q: 3 clusters Score -376626.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -376644.500000 Penalty: 2607.760986
	Iteration 11Q: 3 clusters Score -376644.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -376653.000000 Penalty: 2607.760986
	Iteration 12Q: 3 clusters Score -376653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -376659.562500 Penalty: 2607.760986
	Iteration 13Q: 3 clusters Score -376659.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -376672.500000 Penalty: 2607.760986
	Iteration 14Q: 3 clusters Score -376672.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -376685.781250 Penalty: 2607.760986
	Iteration 15Q: 3 clusters Score -376685.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -376694.468750 Penalty: 2607.760986
	Iteration 16Q: 3 clusters Score -376694.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -376701.125000 Penalty: 2607.760986
	Iteration 17Q: 3 clusters Score -376701.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -376704.343750 Penalty: 2607.760986
	Iteration 18Q: 3 clusters Score -376704.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -376704.656250 Penalty: 2607.760986
	Iteration 19Q: 3 clusters Score -376704.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -376704.656250 Penalty: 2607.760986
	Iteration 20F: 3 clusters Score -376704.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (114423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114423 members 
Entering Unmasked Estep 
Score: -14782014.000000 Penalty: 1892.744385
	Iteration 0F: 2 clusters Score -1.478201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 57120 members 
Entering Unmasked Estep 
Score: -14712185.000000 Penalty: 3785.488770
	Iteration 0F: 3 clusters Score -1.471218e+07 nChanged 54721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -14743986.000000 Penalty: 3785.488770
	Iteration 1F: 3 clusters Score -1.474399e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60082 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
Score: -14744750.000000 Penalty: 3785.488770
	Iteration 2Q: 3 clusters Score -1.474475e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 53095 members 
Entering Unmasked Estep 
Score: -14745574.000000 Penalty: 3785.488770
	Iteration 3Q: 3 clusters Score -1.474557e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63172 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -14746660.000000 Penalty: 3785.488770
	Iteration 4Q: 3 clusters Score -1.474666e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -14748307.000000 Penalty: 3785.488770
	Iteration 5Q: 3 clusters Score -1.474831e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -14750520.000000 Penalty: 3785.488770
	Iteration 6Q: 3 clusters Score -1.475052e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75366 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -14753757.000000 Penalty: 3785.488770
	Iteration 7F: 3 clusters Score -1.475376e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82136 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -14757847.000000 Penalty: 3785.488770
	Iteration 8F: 3 clusters Score -1.475785e+07 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89725 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -14763160.000000 Penalty: 3785.488770
	Iteration 9F: 3 clusters Score -1.476316e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97337 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -14771106.000000 Penalty: 3785.488770
	Iteration 10F: 3 clusters Score -1.477111e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104279 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -14778082.000000 Penalty: 3785.488770
	Iteration 11F: 3 clusters Score -1.477808e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109362 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -14780425.000000 Penalty: 3785.488770
	Iteration 12Q: 3 clusters Score -1.478042e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112098 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -14780899.000000 Penalty: 3785.488770
	Iteration 13Q: 3 clusters Score -1.47809e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113185 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -14780827.000000 Penalty: 3785.488770
	Iteration 14Q: 3 clusters Score -1.478083e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113563 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -14780755.000000 Penalty: 3785.488770
	Iteration 15Q: 3 clusters Score -1.478076e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113733 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -14780758.000000 Penalty: 3785.488770
	Iteration 16Q: 3 clusters Score -1.478076e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113823 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -14780792.000000 Penalty: 3785.488770
	Iteration 17Q: 3 clusters Score -1.478079e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113862 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -14780798.000000 Penalty: 3785.488770
	Iteration 18Q: 3 clusters Score -1.47808e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113908 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -14780823.000000 Penalty: 3785.488770
	Iteration 19Q: 3 clusters Score -1.478082e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113945 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -14780841.000000 Penalty: 3785.488770
	Iteration 20F: 3 clusters Score -1.478084e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113965 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -14780848.000000 Penalty: 3785.488770
	Iteration 21Q: 3 clusters Score -1.478085e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113976 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -14780838.000000 Penalty: 3785.488770
	Iteration 22Q: 3 clusters Score -1.478084e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113972 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -14780848.000000 Penalty: 3785.488770
	Iteration 23Q: 3 clusters Score -1.478085e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113974 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -14780864.000000 Penalty: 3785.488770
	Iteration 24Q: 3 clusters Score -1.478086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113976 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -14780869.000000 Penalty: 3785.488770
	Iteration 25Q: 3 clusters Score -1.478087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113977 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -14780869.000000 Penalty: 3785.488770
	Iteration 26Q: 3 clusters Score -1.478087e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113978 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -14780869.000000 Penalty: 3785.488770
	Iteration 27Q: 3 clusters Score -1.478087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113978 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -14780869.000000 Penalty: 3785.488770
	Iteration 28F: 3 clusters Score -1.478087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Entering Unmasked Estep 
Score: -2493007.000000 Penalty: 1606.182983
	Iteration 0F: 2 clusters Score -2493007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2479527.250000 Penalty: 3212.365967
	Iteration 0F: 3 clusters Score -2479527 nChanged 9002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2484559.750000 Penalty: 3212.365967
	Iteration 1F: 3 clusters Score -2484560 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2485085.000000 Penalty: 3212.365967
	Iteration 2F: 3 clusters Score -2485085 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2485669.000000 Penalty: 3212.365967
	Iteration 3F: 3 clusters Score -2485669 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2486442.500000 Penalty: 3212.365967
	Iteration 4F: 3 clusters Score -2486442 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2487362.500000 Penalty: 3212.365967
	Iteration 5F: 3 clusters Score -2487362 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2488223.500000 Penalty: 3212.365967
	Iteration 6F: 3 clusters Score -2488224 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2488943.500000 Penalty: 3212.365967
	Iteration 7F: 3 clusters Score -2488944 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2489536.750000 Penalty: 3212.365967
	Iteration 8F: 3 clusters Score -2489537 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -2489961.750000 Penalty: 3212.365967
	Iteration 9Q: 3 clusters Score -2489962 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2490292.750000 Penalty: 3212.365967
	Iteration 10Q: 3 clusters Score -2490293 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2490557.500000 Penalty: 3212.365967
	Iteration 11Q: 3 clusters Score -2490558 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2490763.000000 Penalty: 3212.365967
	Iteration 12Q: 3 clusters Score -2490763 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2490922.500000 Penalty: 3212.365967
	Iteration 13Q: 3 clusters Score -2490922 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2491031.250000 Penalty: 3212.365967
	Iteration 14Q: 3 clusters Score -2491031 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2491114.250000 Penalty: 3212.365967
	Iteration 15Q: 3 clusters Score -2491114 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2491173.250000 Penalty: 3212.365967
	Iteration 16Q: 3 clusters Score -2491173 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2491236.000000 Penalty: 3212.365967
	Iteration 17Q: 3 clusters Score -2491236 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2491296.000000 Penalty: 3212.365967
	Iteration 18Q: 3 clusters Score -2491296 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2491329.250000 Penalty: 3212.365967
	Iteration 19Q: 3 clusters Score -2491329 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2491366.500000 Penalty: 3212.365967
	Iteration 20F: 3 clusters Score -2491366 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2491380.250000 Penalty: 3212.365967
	Iteration 21Q: 3 clusters Score -2491380 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2491422.000000 Penalty: 3212.365967
	Iteration 22Q: 3 clusters Score -2491422 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2491427.750000 Penalty: 3212.365967
	Iteration 23Q: 3 clusters Score -2491428 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2491454.250000 Penalty: 3212.365967
	Iteration 24Q: 3 clusters Score -2491454 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2491469.750000 Penalty: 3212.365967
	Iteration 25Q: 3 clusters Score -2491470 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2491473.250000 Penalty: 3212.365967
	Iteration 26Q: 3 clusters Score -2491473 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2491479.000000 Penalty: 3212.365967
	Iteration 27Q: 3 clusters Score -2491479 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2491486.500000 Penalty: 3212.365967
	Iteration 28Q: 3 clusters Score -2491486 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2491497.250000 Penalty: 3212.365967
	Iteration 29Q: 3 clusters Score -2491497 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2491501.500000 Penalty: 3212.365967
	Iteration 30Q: 3 clusters Score -2491502 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2491500.000000 Penalty: 3212.365967
	Iteration 31Q: 3 clusters Score -2491500 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2491511.000000 Penalty: 3212.365967
	Iteration 32Q: 3 clusters Score -2491511 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2491520.500000 Penalty: 3212.365967
	Iteration 33Q: 3 clusters Score -2491520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2491520.750000 Penalty: 3212.365967
	Iteration 34Q: 3 clusters Score -2491521 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2491520.750000 Penalty: 3212.365967
	Iteration 35Q: 3 clusters Score -2491521 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2491524.500000 Penalty: 3212.365967
	Iteration 36Q: 3 clusters Score -2491524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2491527.750000 Penalty: 3212.365967
	Iteration 37Q: 3 clusters Score -2491528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2491521.500000 Penalty: 3212.365967
	Iteration 38Q: 3 clusters Score -2491522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2491524.000000 Penalty: 3212.365967
	Iteration 39Q: 3 clusters Score -2491524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2491532.500000 Penalty: 3212.365967
	Iteration 40F: 3 clusters Score -2491532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2491538.500000 Penalty: 3212.365967
	Iteration 41Q: 3 clusters Score -2491538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2491539.250000 Penalty: 3212.365967
	Iteration 42Q: 3 clusters Score -2491539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2491541.000000 Penalty: 3212.365967
	Iteration 43Q: 3 clusters Score -2491541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2491542.750000 Penalty: 3212.365967
	Iteration 44Q: 3 clusters Score -2491543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2491540.000000 Penalty: 3212.365967
	Iteration 45Q: 3 clusters Score -2491540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2491542.250000 Penalty: 3212.365967
	Iteration 46Q: 3 clusters Score -2491542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2491538.750000 Penalty: 3212.365967
	Iteration 47Q: 3 clusters Score -2491539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2491541.000000 Penalty: 3212.365967
	Iteration 48Q: 3 clusters Score -2491541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2491549.000000 Penalty: 3212.365967
	Iteration 49Q: 3 clusters Score -2491549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2491546.500000 Penalty: 3212.365967
	Iteration 50Q: 3 clusters Score -2491546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2491544.000000 Penalty: 3212.365967
	Iteration 51Q: 3 clusters Score -2491544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2491546.250000 Penalty: 3212.365967
	Iteration 52Q: 3 clusters Score -2491546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2491539.750000 Penalty: 3212.365967
	Iteration 53Q: 3 clusters Score -2491540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2491548.000000 Penalty: 3212.365967
	Iteration 54Q: 3 clusters Score -2491548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2491548.750000 Penalty: 3212.365967
	Iteration 55Q: 3 clusters Score -2491549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2491553.500000 Penalty: 3212.365967
	Iteration 56Q: 3 clusters Score -2491554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2491550.000000 Penalty: 3212.365967
	Iteration 57Q: 3 clusters Score -2491550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2491552.000000 Penalty: 3212.365967
	Iteration 58Q: 3 clusters Score -2491552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2491553.500000 Penalty: 3212.365967
	Iteration 59Q: 3 clusters Score -2491554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2491552.500000 Penalty: 3212.365967
	Iteration 60F: 3 clusters Score -2491552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2491552.250000 Penalty: 3212.365967
	Iteration 61Q: 3 clusters Score -2491552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2491555.500000 Penalty: 3212.365967
	Iteration 62Q: 3 clusters Score -2491556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2491551.750000 Penalty: 3212.365967
	Iteration 63Q: 3 clusters Score -2491552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2491556.250000 Penalty: 3212.365967
	Iteration 64Q: 3 clusters Score -2491556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2491551.500000 Penalty: 3212.365967
	Iteration 65Q: 3 clusters Score -2491552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2491551.000000 Penalty: 3212.365967
	Iteration 66Q: 3 clusters Score -2491551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2491554.500000 Penalty: 3212.365967
	Iteration 67Q: 3 clusters Score -2491554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2491556.250000 Penalty: 3212.365967
	Iteration 68Q: 3 clusters Score -2491556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2491558.500000 Penalty: 3212.365967
	Iteration 69Q: 3 clusters Score -2491558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2491561.500000 Penalty: 3212.365967
	Iteration 70Q: 3 clusters Score -2491562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2491565.000000 Penalty: 3212.365967
	Iteration 71Q: 3 clusters Score -2491565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2491564.250000 Penalty: 3212.365967
	Iteration 72Q: 3 clusters Score -2491564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2491562.500000 Penalty: 3212.365967
	Iteration 73Q: 3 clusters Score -2491562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2491559.750000 Penalty: 3212.365967
	Iteration 74Q: 3 clusters Score -2491560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2491560.250000 Penalty: 3212.365967
	Iteration 75Q: 3 clusters Score -2491560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2491562.250000 Penalty: 3212.365967
	Iteration 76Q: 3 clusters Score -2491562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2491562.250000 Penalty: 3212.365967
	Iteration 77Q: 3 clusters Score -2491562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2491562.250000 Penalty: 3212.365967
	Iteration 78F: 3 clusters Score -2491562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -58588.054688 Penalty: 1020.564331
	Iteration 0F: 2 clusters Score -58588.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -57593.593750 Penalty: 2041.128662
	Iteration 0F: 3 clusters Score -57593.59 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57808.328125 Penalty: 2041.128662
	Iteration 1F: 3 clusters Score -57808.33 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57941.906250 Penalty: 2041.128662
	Iteration 2F: 3 clusters Score -57941.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -58065.753906 Penalty: 2041.128662
	Iteration 3F: 3 clusters Score -58065.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -58176.195312 Penalty: 2041.128662
	Iteration 4F: 3 clusters Score -58176.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -58270.562500 Penalty: 2041.128662
	Iteration 5Q: 3 clusters Score -58270.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58349.390625 Penalty: 2041.128662
	Iteration 6Q: 3 clusters Score -58349.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -58409.738281 Penalty: 2041.128662
	Iteration 7Q: 3 clusters Score -58409.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -58437.558594 Penalty: 2041.128662
	Iteration 8Q: 3 clusters Score -58437.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -58441.136719 Penalty: 2041.128662
	Iteration 9Q: 3 clusters Score -58441.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -58441.136719 Penalty: 2041.128662
	Iteration 10F: 3 clusters Score -58441.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 28059 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 4687 members 
Mstep: Class 5 contains 48849 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25743 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 10 contains 81329 members 
Mstep: Class 11 contains 18828 members 
Mstep: Class 12 contains 882 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62357 members 
Mstep: Class 20 contains 3053 members 
Mstep: Class 22 contains 114423 members 
Mstep: Class 23 contains 19618 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54016376.000000 Penalty: 39992.996094
Iteration 159Q: 20 clusters Score -5.401638e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 28097 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 4443 members 
Mstep: Class 5 contains 48878 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25775 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 777 members 
Mstep: Class 10 contains 81345 members 
Mstep: Class 11 contains 18840 members 
Mstep: Class 12 contains 882 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62478 members 
Mstep: Class 20 contains 3056 members 
Mstep: Class 22 contains 114423 members 
Mstep: Class 23 contains 19600 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54018736.000000 Penalty: 39992.996094
Iteration 160F: 20 clusters Score -5.401874e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 28153 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 4 contains 2223 members 
Mstep: Class 5 contains 48898 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25794 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 83532 members 
Mstep: Class 11 contains 18846 members 
Mstep: Class 12 contains 878 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62386 members 
Mstep: Class 20 contains 3059 members 
Mstep: Class 22 contains 114455 members 
Mstep: Class 23 contains 19588 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1932.046997 but Gain 2104.894531
Score: -54019208.000000 Penalty: 37888.101562
Iteration 161Q: 19 clusters Score -5.401921e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 28273 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 49087 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25908 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 84745 members 
Mstep: Class 11 contains 18911 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62526 members 
Mstep: Class 20 contains 3064 members 
Mstep: Class 22 contains 114735 members 
Mstep: Class 23 contains 19649 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54020952.000000 Penalty: 37888.101562
Iteration 162Q: 19 clusters Score -5.402095e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 28293 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 49122 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25921 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 84791 members 
Mstep: Class 11 contains 18923 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62458 members 
Mstep: Class 20 contains 3068 members 
Mstep: Class 22 contains 114691 members 
Mstep: Class 23 contains 19632 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021044.000000 Penalty: 37888.101562
Iteration 163Q: 19 clusters Score -5.402104e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 28327 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 49175 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25936 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 84721 members 
Mstep: Class 11 contains 18927 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62427 members 
Mstep: Class 20 contains 3070 members 
Mstep: Class 22 contains 114700 members 
Mstep: Class 23 contains 19616 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021048.000000 Penalty: 37888.101562
Iteration 164Q: 19 clusters Score -5.402105e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 28366 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 49221 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25951 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 84619 members 
Mstep: Class 11 contains 18926 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62431 members 
Mstep: Class 20 contains 3070 members 
Mstep: Class 22 contains 114709 members 
Mstep: Class 23 contains 19604 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021104.000000 Penalty: 37888.101562
Iteration 165Q: 19 clusters Score -5.40211e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 28391 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 49264 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25964 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 84506 members 
Mstep: Class 11 contains 18936 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62459 members 
Mstep: Class 20 contains 3070 members 
Mstep: Class 22 contains 114704 members 
Mstep: Class 23 contains 19600 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021224.000000 Penalty: 37888.101562
Iteration 166Q: 19 clusters Score -5.402122e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 28406 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 49303 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 25986 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 84371 members 
Mstep: Class 11 contains 18949 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62502 members 
Mstep: Class 20 contains 3070 members 
Mstep: Class 22 contains 114716 members 
Mstep: Class 23 contains 19594 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021212.000000 Penalty: 37888.101562
Iteration 167Q: 19 clusters Score -5.402121e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 28418 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 49353 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26000 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 84247 members 
Mstep: Class 11 contains 18957 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62544 members 
Mstep: Class 20 contains 3071 members 
Mstep: Class 22 contains 114713 members 
Mstep: Class 23 contains 19591 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021204.000000 Penalty: 37888.101562
Iteration 168Q: 19 clusters Score -5.40212e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 28432 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 49418 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26016 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 84120 members 
Mstep: Class 11 contains 18968 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62576 members 
Mstep: Class 20 contains 3070 members 
Mstep: Class 22 contains 114697 members 
Mstep: Class 23 contains 19597 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021224.000000 Penalty: 37888.101562
Iteration 169Q: 19 clusters Score -5.402122e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 28443 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 49486 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26028 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 84031 members 
Mstep: Class 11 contains 18974 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62573 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 22 contains 114692 members 
Mstep: Class 23 contains 19599 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021236.000000 Penalty: 37888.101562
Iteration 170Q: 19 clusters Score -5.402124e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 28452 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 49535 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26046 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 83938 members 
Mstep: Class 11 contains 18979 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62581 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 22 contains 114694 members 
Mstep: Class 23 contains 19599 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021188.000000 Penalty: 37888.101562
Iteration 171Q: 19 clusters Score -5.402119e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 28452 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 49587 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26052 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 83825 members 
Mstep: Class 11 contains 18985 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62631 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 22 contains 114685 members 
Mstep: Class 23 contains 19602 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021148.000000 Penalty: 37888.101562
Iteration 172Q: 19 clusters Score -5.402115e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 28451 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 49644 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26065 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 83725 members 
Mstep: Class 11 contains 18995 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62657 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 22 contains 114675 members 
Mstep: Class 23 contains 19604 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021268.000000 Penalty: 37888.101562
Iteration 173Q: 19 clusters Score -5.402127e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 28448 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 49692 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26075 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 83649 members 
Mstep: Class 11 contains 19002 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62654 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 22 contains 114692 members 
Mstep: Class 23 contains 19604 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021240.000000 Penalty: 37888.101562
Iteration 174Q: 19 clusters Score -5.402124e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 28447 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 49750 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26082 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 83576 members 
Mstep: Class 11 contains 19014 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62616 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 22 contains 114725 members 
Mstep: Class 23 contains 19606 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021192.000000 Penalty: 37888.101562
Iteration 175Q: 19 clusters Score -5.402119e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 28452 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 49800 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26091 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 83514 members 
Mstep: Class 11 contains 19024 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62600 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 22 contains 114728 members 
Mstep: Class 23 contains 19607 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021064.000000 Penalty: 37888.101562
Iteration 176Q: 19 clusters Score -5.402106e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 28465 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 49851 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26102 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 83465 members 
Mstep: Class 11 contains 19027 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62572 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 22 contains 114712 members 
Mstep: Class 23 contains 19613 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021144.000000 Penalty: 37888.101562
Iteration 177Q: 19 clusters Score -5.402114e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 28467 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 49905 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26117 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 83415 members 
Mstep: Class 11 contains 19027 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62545 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 22 contains 114716 members 
Mstep: Class 23 contains 19609 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021160.000000 Penalty: 37888.101562
Iteration 178Q: 19 clusters Score -5.402116e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 28477 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 49946 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26130 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 83358 members 
Mstep: Class 11 contains 19026 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62532 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 22 contains 114711 members 
Mstep: Class 23 contains 19616 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021072.000000 Penalty: 37888.101562
Iteration 179Q: 19 clusters Score -5.402107e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 28479 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50002 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26135 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 83289 members 
Mstep: Class 11 contains 19031 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62516 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 22 contains 114724 members 
Mstep: Class 23 contains 19621 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021204.000000 Penalty: 37888.101562
Iteration 180F: 19 clusters Score -5.40212e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 28482 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50049 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26148 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 83225 members 
Mstep: Class 11 contains 19036 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62498 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 22 contains 114740 members 
Mstep: Class 23 contains 19616 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021140.000000 Penalty: 37888.101562
Iteration 181Q: 19 clusters Score -5.402114e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 28489 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50102 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26154 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 83168 members 
Mstep: Class 11 contains 19042 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62486 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 22 contains 114734 members 
Mstep: Class 23 contains 19614 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021188.000000 Penalty: 37888.101562
Iteration 182Q: 19 clusters Score -5.402119e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 28491 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50145 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26162 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 83113 members 
Mstep: Class 11 contains 19043 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62492 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 22 contains 114721 members 
Mstep: Class 23 contains 19617 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021232.000000 Penalty: 37888.101562
Iteration 183Q: 19 clusters Score -5.402123e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 28498 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50171 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26178 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 83069 members 
Mstep: Class 11 contains 19051 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62490 members 
Mstep: Class 20 contains 3069 members 
Mstep: Class 22 contains 114707 members 
Mstep: Class 23 contains 19619 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021268.000000 Penalty: 37888.101562
Iteration 184Q: 19 clusters Score -5.402127e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 28506 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50201 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26179 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 83008 members 
Mstep: Class 11 contains 19055 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62501 members 
Mstep: Class 20 contains 3071 members 
Mstep: Class 22 contains 114712 members 
Mstep: Class 23 contains 19617 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021220.000000 Penalty: 37888.101562
Iteration 185Q: 19 clusters Score -5.402122e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 28512 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50234 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26180 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 82959 members 
Mstep: Class 11 contains 19061 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62495 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 114718 members 
Mstep: Class 23 contains 19615 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021216.000000 Penalty: 37888.101562
Iteration 186Q: 19 clusters Score -5.402122e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 28515 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50265 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26185 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 82910 members 
Mstep: Class 11 contains 19061 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62512 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 114708 members 
Mstep: Class 23 contains 19615 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021224.000000 Penalty: 37888.101562
Iteration 187Q: 19 clusters Score -5.402122e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 28518 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50302 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26188 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 82859 members 
Mstep: Class 11 contains 19065 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62498 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 114725 members 
Mstep: Class 23 contains 19615 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021180.000000 Penalty: 37888.101562
Iteration 188Q: 19 clusters Score -5.402118e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 28525 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50340 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26190 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 82809 members 
Mstep: Class 11 contains 19067 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62489 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 114732 members 
Mstep: Class 23 contains 19617 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021244.000000 Penalty: 37888.101562
Iteration 189Q: 19 clusters Score -5.402124e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 28530 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50362 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26195 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 82762 members 
Mstep: Class 11 contains 19070 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62473 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 114757 members 
Mstep: Class 23 contains 19619 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021216.000000 Penalty: 37888.101562
Iteration 190Q: 19 clusters Score -5.402122e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 28532 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50380 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26201 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 82732 members 
Mstep: Class 11 contains 19068 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62460 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 114774 members 
Mstep: Class 23 contains 19619 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021208.000000 Penalty: 37888.101562
Iteration 191Q: 19 clusters Score -5.402121e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 28534 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50402 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26198 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 82693 members 
Mstep: Class 11 contains 19079 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62443 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 114795 members 
Mstep: Class 23 contains 19619 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021304.000000 Penalty: 37888.101562
Iteration 192Q: 19 clusters Score -5.40213e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 28537 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50420 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26208 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 82658 members 
Mstep: Class 11 contains 19086 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62430 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 114804 members 
Mstep: Class 23 contains 19619 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021264.000000 Penalty: 37888.101562
Iteration 193Q: 19 clusters Score -5.402126e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 28545 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50437 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26214 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 82629 members 
Mstep: Class 11 contains 19090 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62399 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 114829 members 
Mstep: Class 23 contains 19618 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021356.000000 Penalty: 37888.101562
Iteration 194Q: 19 clusters Score -5.402136e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 28550 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50454 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26218 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 82578 members 
Mstep: Class 11 contains 19097 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62406 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 114838 members 
Mstep: Class 23 contains 19619 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021324.000000 Penalty: 37888.101562
Iteration 195Q: 19 clusters Score -5.402132e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 28555 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50466 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26226 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 82541 members 
Mstep: Class 11 contains 19105 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62388 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 114863 members 
Mstep: Class 23 contains 19615 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021304.000000 Penalty: 37888.101562
Iteration 196Q: 19 clusters Score -5.40213e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 28567 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50484 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26236 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 82501 members 
Mstep: Class 11 contains 19107 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62385 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 114863 members 
Mstep: Class 23 contains 19617 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021292.000000 Penalty: 37888.101562
Iteration 197Q: 19 clusters Score -5.402129e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 28579 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50494 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26245 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 82465 members 
Mstep: Class 11 contains 19114 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62375 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 114871 members 
Mstep: Class 23 contains 19616 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021244.000000 Penalty: 37888.101562
Iteration 198Q: 19 clusters Score -5.402124e+07 nChanged 181
Entering ConstructFrom: 
Score: -54021244.000000 Penalty: 37888.101562
Entering ConstructFrom: 
Trying to split cluster 1 (10862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Entering Unmasked Estep 
Score: -1422528.500000 Penalty: 1510.116699
	Iteration 0F: 2 clusters Score -1422528 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 5371 members 
Entering Unmasked Estep 
Score: -1414772.750000 Penalty: 3020.233398
	Iteration 0F: 3 clusters Score -1414773 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1417250.375000 Penalty: 3020.233398
	Iteration 1F: 3 clusters Score -1417250 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1417474.500000 Penalty: 3020.233398
	Iteration 2F: 3 clusters Score -1417474 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1417674.875000 Penalty: 3020.233398
	Iteration 3Q: 3 clusters Score -1417675 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1417882.750000 Penalty: 3020.233398
	Iteration 4Q: 3 clusters Score -1417883 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1418061.000000 Penalty: 3020.233398
	Iteration 5Q: 3 clusters Score -1418061 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1418303.000000 Penalty: 3020.233398
	Iteration 6Q: 3 clusters Score -1418303 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1418606.000000 Penalty: 3020.233398
	Iteration 7Q: 3 clusters Score -1418606 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1418968.750000 Penalty: 3020.233398
	Iteration 8F: 3 clusters Score -1418969 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1419398.375000 Penalty: 3020.233398
	Iteration 9F: 3 clusters Score -1419398 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1419855.625000 Penalty: 3020.233398
	Iteration 10F: 3 clusters Score -1419856 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1420303.750000 Penalty: 3020.233398
	Iteration 11Q: 3 clusters Score -1420304 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1420629.750000 Penalty: 3020.233398
	Iteration 12Q: 3 clusters Score -1420630 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1420861.750000 Penalty: 3020.233398
	Iteration 13Q: 3 clusters Score -1420862 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1421010.625000 Penalty: 3020.233398
	Iteration 14Q: 3 clusters Score -1421011 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1421089.125000 Penalty: 3020.233398
	Iteration 15Q: 3 clusters Score -1421089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1421121.625000 Penalty: 3020.233398
	Iteration 16Q: 3 clusters Score -1421122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1421155.000000 Penalty: 3020.233398
	Iteration 17Q: 3 clusters Score -1421155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1421179.125000 Penalty: 3020.233398
	Iteration 18Q: 3 clusters Score -1421179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1421193.625000 Penalty: 3020.233398
	Iteration 19Q: 3 clusters Score -1421194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1421202.875000 Penalty: 3020.233398
	Iteration 20F: 3 clusters Score -1421203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1421205.875000 Penalty: 3020.233398
	Iteration 21Q: 3 clusters Score -1421206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1421207.250000 Penalty: 3020.233398
	Iteration 22Q: 3 clusters Score -1421207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1421212.125000 Penalty: 3020.233398
	Iteration 23Q: 3 clusters Score -1421212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1421217.000000 Penalty: 3020.233398
	Iteration 24Q: 3 clusters Score -1421217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1421214.750000 Penalty: 3020.233398
	Iteration 25Q: 3 clusters Score -1421215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1421214.750000 Penalty: 3020.233398
	Iteration 26F: 3 clusters Score -1421215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Entering Unmasked Estep 
Score: -3748231.000000 Penalty: 1667.347778
	Iteration 0F: 2 clusters Score -3748231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3729042.750000 Penalty: 3334.695557
	Iteration 0F: 3 clusters Score -3729043 nChanged 13199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3736385.500000 Penalty: 3334.695557
	Iteration 1F: 3 clusters Score -3736386 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -3736783.000000 Penalty: 3334.695557
	Iteration 2Q: 3 clusters Score -3736783 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -3737139.500000 Penalty: 3334.695557
	Iteration 3Q: 3 clusters Score -3737140 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3737502.250000 Penalty: 3334.695557
	Iteration 4Q: 3 clusters Score -3737502 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -3737893.250000 Penalty: 3334.695557
	Iteration 5Q: 3 clusters Score -3737893 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -3738288 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3738779.750000 Penalty: 3334.695557
	Iteration 7Q: 3 clusters Score -3738780 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -3739465.500000 Penalty: 3334.695557
	Iteration 8Q: 3 clusters Score -3739466 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -3740248.750000 Penalty: 3334.695557
	Iteration 9Q: 3 clusters Score -3740249 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -3741158.500000 Penalty: 3334.695557
	Iteration 10F: 3 clusters Score -3741158 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3741947.250000 Penalty: 3334.695557
	Iteration 11Q: 3 clusters Score -3741947 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -3742519.000000 Penalty: 3334.695557
	Iteration 12Q: 3 clusters Score -3742519 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -3742784.250000 Penalty: 3334.695557
	Iteration 13Q: 3 clusters Score -3742784 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -3742919.250000 Penalty: 3334.695557
	Iteration 14Q: 3 clusters Score -3742919 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -3743028.250000 Penalty: 3334.695557
	Iteration 15Q: 3 clusters Score -3743028 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -3743086.500000 Penalty: 3334.695557
	Iteration 16Q: 3 clusters Score -3743086 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -3743131.500000 Penalty: 3334.695557
	Iteration 17Q: 3 clusters Score -3743132 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3743196.500000 Penalty: 3334.695557
	Iteration 18Q: 3 clusters Score -3743196 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -3743266.000000 Penalty: 3334.695557
	Iteration 19Q: 3 clusters Score -3743266 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -3743335.750000 Penalty: 3334.695557
	Iteration 20F: 3 clusters Score -3743336 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -3743383.000000 Penalty: 3334.695557
	Iteration 21Q: 3 clusters Score -3743383 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3743419.500000 Penalty: 3334.695557
	Iteration 22Q: 3 clusters Score -3743420 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -3743483.250000 Penalty: 3334.695557
	Iteration 23Q: 3 clusters Score -3743483 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -3743536.500000 Penalty: 3334.695557
	Iteration 24Q: 3 clusters Score -3743536 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -3743598.250000 Penalty: 3334.695557
	Iteration 25Q: 3 clusters Score -3743598 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -3743679.500000 Penalty: 3334.695557
	Iteration 26Q: 3 clusters Score -3743680 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3743764.250000 Penalty: 3334.695557
	Iteration 27Q: 3 clusters Score -3743764 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -3743834.500000 Penalty: 3334.695557
	Iteration 28Q: 3 clusters Score -3743834 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -3743940.750000 Penalty: 3334.695557
	Iteration 29Q: 3 clusters Score -3743941 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -3744049.250000 Penalty: 3334.695557
	Iteration 30Q: 3 clusters Score -3744049 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3744173.000000 Penalty: 3334.695557
	Iteration 31Q: 3 clusters Score -3744173 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -3744329.750000 Penalty: 3334.695557
	Iteration 32Q: 3 clusters Score -3744330 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -3744511.000000 Penalty: 3334.695557
	Iteration 33Q: 3 clusters Score -3744511 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -3744662.000000 Penalty: 3334.695557
	Iteration 34Q: 3 clusters Score -3744662 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3744781 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -3744907.000000 Penalty: 3334.695557
	Iteration 36Q: 3 clusters Score -3744907 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -3745055.250000 Penalty: 3334.695557
	Iteration 37Q: 3 clusters Score -3745055 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3745179 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -3745285.000000 Penalty: 3334.695557
	Iteration 39Q: 3 clusters Score -3745285 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -3745379.750000 Penalty: 3334.695557
	Iteration 40F: 3 clusters Score -3745380 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -3745464.500000 Penalty: 3334.695557
	Iteration 41Q: 3 clusters Score -3745464 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -3745542.500000 Penalty: 3334.695557
	Iteration 42Q: 3 clusters Score -3745542 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3745631 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -3745672.250000 Penalty: 3334.695557
	Iteration 44Q: 3 clusters Score -3745672 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -3745752.750000 Penalty: 3334.695557
	Iteration 45Q: 3 clusters Score -3745753 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3745809.750000 Penalty: 3334.695557
	Iteration 46Q: 3 clusters Score -3745810 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -3745858.000000 Penalty: 3334.695557
	Iteration 47Q: 3 clusters Score -3745858 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -3745919.250000 Penalty: 3334.695557
	Iteration 48Q: 3 clusters Score -3745919 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3745976.750000 Penalty: 3334.695557
	Iteration 49Q: 3 clusters Score -3745977 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3746039.250000 Penalty: 3334.695557
	Iteration 50Q: 3 clusters Score -3746039 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3746077 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -3746153.750000 Penalty: 3334.695557
	Iteration 52Q: 3 clusters Score -3746154 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -3746188.000000 Penalty: 3334.695557
	Iteration 53Q: 3 clusters Score -3746188 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -3746227.250000 Penalty: 3334.695557
	Iteration 54Q: 3 clusters Score -3746227 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -3746272.250000 Penalty: 3334.695557
	Iteration 55Q: 3 clusters Score -3746272 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -3746318.250000 Penalty: 3334.695557
	Iteration 56Q: 3 clusters Score -3746318 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -3746364.250000 Penalty: 3334.695557
	Iteration 57Q: 3 clusters Score -3746364 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -3746394.500000 Penalty: 3334.695557
	Iteration 58Q: 3 clusters Score -3746394 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -3746439.250000 Penalty: 3334.695557
	Iteration 59Q: 3 clusters Score -3746439 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -3746476.750000 Penalty: 3334.695557
	Iteration 60F: 3 clusters Score -3746477 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -3746499.500000 Penalty: 3334.695557
	Iteration 61Q: 3 clusters Score -3746500 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -3746519.500000 Penalty: 3334.695557
	Iteration 62Q: 3 clusters Score -3746520 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -3746539.000000 Penalty: 3334.695557
	Iteration 63Q: 3 clusters Score -3746539 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -3746549.500000 Penalty: 3334.695557
	Iteration 64Q: 3 clusters Score -3746550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -3746568.750000 Penalty: 3334.695557
	Iteration 65Q: 3 clusters Score -3746569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -3746574.250000 Penalty: 3334.695557
	Iteration 66Q: 3 clusters Score -3746574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -3746596.250000 Penalty: 3334.695557
	Iteration 67Q: 3 clusters Score -3746596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3746604.000000 Penalty: 3334.695557
	Iteration 68Q: 3 clusters Score -3746604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -3746617.250000 Penalty: 3334.695557
	Iteration 69Q: 3 clusters Score -3746617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -3746628.500000 Penalty: 3334.695557
	Iteration 70Q: 3 clusters Score -3746628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3746640.000000 Penalty: 3334.695557
	Iteration 71Q: 3 clusters Score -3746640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -3746664.500000 Penalty: 3334.695557
	Iteration 72Q: 3 clusters Score -3746664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -3746682.500000 Penalty: 3334.695557
	Iteration 73Q: 3 clusters Score -3746682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -3746696.250000 Penalty: 3334.695557
	Iteration 74Q: 3 clusters Score -3746696 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -3746711.750000 Penalty: 3334.695557
	Iteration 75Q: 3 clusters Score -3746712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -3746714.500000 Penalty: 3334.695557
	Iteration 76Q: 3 clusters Score -3746714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -3746720.000000 Penalty: 3334.695557
	Iteration 77Q: 3 clusters Score -3746720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -3746729.000000 Penalty: 3334.695557
	Iteration 78Q: 3 clusters Score -3746729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -3746738.250000 Penalty: 3334.695557
	Iteration 79Q: 3 clusters Score -3746738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -3746757.500000 Penalty: 3334.695557
	Iteration 80F: 3 clusters Score -3746758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -3746768.000000 Penalty: 3334.695557
	Iteration 81Q: 3 clusters Score -3746768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -3746770.250000 Penalty: 3334.695557
	Iteration 82Q: 3 clusters Score -3746770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -3746777.250000 Penalty: 3334.695557
	Iteration 83Q: 3 clusters Score -3746777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -3746775.250000 Penalty: 3334.695557
	Iteration 84Q: 3 clusters Score -3746775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -3746783.750000 Penalty: 3334.695557
	Iteration 85Q: 3 clusters Score -3746784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3746784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -3746790.000000 Penalty: 3334.695557
	Iteration 87Q: 3 clusters Score -3746790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3746790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -3746789.250000 Penalty: 3334.695557
	Iteration 89Q: 3 clusters Score -3746789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -3746791.250000 Penalty: 3334.695557
	Iteration 90Q: 3 clusters Score -3746791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -3746794.000000 Penalty: 3334.695557
	Iteration 91Q: 3 clusters Score -3746794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3746793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -3746797.500000 Penalty: 3334.695557
	Iteration 93Q: 3 clusters Score -3746798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3746799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3746799 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -3746801.250000 Penalty: 3334.695557
	Iteration 96Q: 3 clusters Score -3746801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -3746798.000000 Penalty: 3334.695557
	Iteration 97Q: 3 clusters Score -3746798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -3746800.750000 Penalty: 3334.695557
	Iteration 98Q: 3 clusters Score -3746801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -3746804.500000 Penalty: 3334.695557
	Iteration 99Q: 3 clusters Score -3746804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -3746806.750000 Penalty: 3334.695557
	Iteration 100F: 3 clusters Score -3746807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -3746807.250000 Penalty: 3334.695557
	Iteration 101Q: 3 clusters Score -3746807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -3746807.250000 Penalty: 3334.695557
	Iteration 102F: 3 clusters Score -3746807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -13565.537109 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -13565.54 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 160 members 
Entering Unmasked Estep 
Score: -12912.298828 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -12912.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13238.757812 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -13238.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13356.408203 Penalty: 1855.888672
	Iteration 2F: 3 clusters Score -13356.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13404.757812 Penalty: 1855.888672
	Iteration 3Q: 3 clusters Score -13404.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13546.827148 Penalty: 1855.888672
	Iteration 4Q: 3 clusters Score -13546.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -13609.428711 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -13609.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -13612.624023 Penalty: 1855.888672
	Iteration 6Q: 3 clusters Score -13612.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -13614.972656 Penalty: 1855.888672
	Iteration 7Q: 3 clusters Score -13614.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13616.408203 Penalty: 1855.888672
	Iteration 8Q: 3 clusters Score -13616.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13638.745117 Penalty: 1855.888672
	Iteration 9F: 3 clusters Score -13638.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13708.320312 Penalty: 1855.888672
	Iteration 10Q: 3 clusters Score -13708.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -13727.748047 Penalty: 1855.888672
	Iteration 11Q: 3 clusters Score -13727.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13748.615234 Penalty: 1855.888672
	Iteration 12Q: 3 clusters Score -13748.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13758.737305 Penalty: 1855.888672
	Iteration 13Q: 3 clusters Score -13758.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13765.929688 Penalty: 1855.888672
	Iteration 14Q: 3 clusters Score -13765.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13776.181641 Penalty: 1855.888672
	Iteration 15Q: 3 clusters Score -13776.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13782.222656 Penalty: 1855.888672
	Iteration 16Q: 3 clusters Score -13782.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13784.768555 Penalty: 1855.888672
	Iteration 17Q: 3 clusters Score -13784.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13786.921875 Penalty: 1855.888672
	Iteration 18Q: 3 clusters Score -13786.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13795.027344 Penalty: 1855.888672
	Iteration 19F: 3 clusters Score -13795.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13848.377930 Penalty: 1855.888672
	Iteration 20F: 3 clusters Score -13848.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13856.692383 Penalty: 1855.888672
	Iteration 21Q: 3 clusters Score -13856.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13858.969727 Penalty: 1855.888672
	Iteration 22Q: 3 clusters Score -13858.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13858.969727 Penalty: 1855.888672
	Iteration 23F: 3 clusters Score -13858.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 28584 members 
Mstep: Class 3 contains 130 members 
Mstep: Class 4 contains 172 members 
Mstep: Class 5 contains 50513 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26253 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 82418 members 
Mstep: Class 11 contains 19121 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62361 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 114896 members 
Mstep: Class 23 contains 19611 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
Score: -54020404.000000 Penalty: 39992.996094
Splitting cluster 3 changes total score from -54021244.000000 to -54020404.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (50513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Entering Unmasked Estep 
Score: -6567766.500000 Penalty: 1759.872681
	Iteration 0F: 2 clusters Score -6567766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -6533951.000000 Penalty: 3519.745361
	Iteration 0F: 3 clusters Score -6533951 nChanged 23676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -6547506.000000 Penalty: 3519.745361
	Iteration 1F: 3 clusters Score -6547506 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -6547903.500000 Penalty: 3519.745361
	Iteration 2Q: 3 clusters Score -6547904 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -6548377.000000 Penalty: 3519.745361
	Iteration 3Q: 3 clusters Score -6548377 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -6548900.500000 Penalty: 3519.745361
	Iteration 4Q: 3 clusters Score -6548900 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -6549620.000000 Penalty: 3519.745361
	Iteration 5Q: 3 clusters Score -6549620 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -6550647.000000 Penalty: 3519.745361
	Iteration 6Q: 3 clusters Score -6550647 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -6552277.000000 Penalty: 3519.745361
	Iteration 7F: 3 clusters Score -6552277 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -6554482.500000 Penalty: 3519.745361
	Iteration 8F: 3 clusters Score -6554482 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -6556717.000000 Penalty: 3519.745361
	Iteration 9F: 3 clusters Score -6556717 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -6558122.500000 Penalty: 3519.745361
	Iteration 10F: 3 clusters Score -6558122 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -6558759.500000 Penalty: 3519.745361
	Iteration 11Q: 3 clusters Score -6558760 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -6559027.500000 Penalty: 3519.745361
	Iteration 12Q: 3 clusters Score -6559028 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -6559219.500000 Penalty: 3519.745361
	Iteration 13Q: 3 clusters Score -6559220 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -6559372.500000 Penalty: 3519.745361
	Iteration 14Q: 3 clusters Score -6559372 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -6559569.000000 Penalty: 3519.745361
	Iteration 15Q: 3 clusters Score -6559569 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -6559705.000000 Penalty: 3519.745361
	Iteration 16Q: 3 clusters Score -6559705 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -6559884.500000 Penalty: 3519.745361
	Iteration 17Q: 3 clusters Score -6559884 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -6560015.000000 Penalty: 3519.745361
	Iteration 18Q: 3 clusters Score -6560015 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -6560186.500000 Penalty: 3519.745361
	Iteration 19Q: 3 clusters Score -6560186 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -6560291.500000 Penalty: 3519.745361
	Iteration 20F: 3 clusters Score -6560292 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -6560425.000000 Penalty: 3519.745361
	Iteration 21Q: 3 clusters Score -6560425 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -6560528.500000 Penalty: 3519.745361
	Iteration 22Q: 3 clusters Score -6560528 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -6560619.500000 Penalty: 3519.745361
	Iteration 23Q: 3 clusters Score -6560620 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -6560752.500000 Penalty: 3519.745361
	Iteration 24Q: 3 clusters Score -6560752 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -6560868.000000 Penalty: 3519.745361
	Iteration 25Q: 3 clusters Score -6560868 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -6560981.500000 Penalty: 3519.745361
	Iteration 26Q: 3 clusters Score -6560982 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -6561079.000000 Penalty: 3519.745361
	Iteration 27Q: 3 clusters Score -6561079 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -6561205.000000 Penalty: 3519.745361
	Iteration 28Q: 3 clusters Score -6561205 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -6561348.500000 Penalty: 3519.745361
	Iteration 29Q: 3 clusters Score -6561348 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -6561492.000000 Penalty: 3519.745361
	Iteration 30Q: 3 clusters Score -6561492 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -6561605.500000 Penalty: 3519.745361
	Iteration 31Q: 3 clusters Score -6561606 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -6561795.500000 Penalty: 3519.745361
	Iteration 32Q: 3 clusters Score -6561796 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -6561966.500000 Penalty: 3519.745361
	Iteration 33Q: 3 clusters Score -6561966 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -6562161.500000 Penalty: 3519.745361
	Iteration 34Q: 3 clusters Score -6562162 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -6562378.500000 Penalty: 3519.745361
	Iteration 35Q: 3 clusters Score -6562378 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -6562680.500000 Penalty: 3519.745361
	Iteration 36Q: 3 clusters Score -6562680 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -6563018.000000 Penalty: 3519.745361
	Iteration 37Q: 3 clusters Score -6563018 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -6563458.500000 Penalty: 3519.745361
	Iteration 38Q: 3 clusters Score -6563458 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -6563980.500000 Penalty: 3519.745361
	Iteration 39Q: 3 clusters Score -6563980 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -6564542.500000 Penalty: 3519.745361
	Iteration 40F: 3 clusters Score -6564542 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -6565066.000000 Penalty: 3519.745361
	Iteration 41Q: 3 clusters Score -6565066 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -6565422.500000 Penalty: 3519.745361
	Iteration 42Q: 3 clusters Score -6565422 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -6565634.000000 Penalty: 3519.745361
	Iteration 43Q: 3 clusters Score -6565634 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -6565734.500000 Penalty: 3519.745361
	Iteration 44Q: 3 clusters Score -6565734 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -6565780.500000 Penalty: 3519.745361
	Iteration 45Q: 3 clusters Score -6565780 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -6565809.000000 Penalty: 3519.745361
	Iteration 46Q: 3 clusters Score -6565809 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -6565845.000000 Penalty: 3519.745361
	Iteration 47Q: 3 clusters Score -6565845 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -6565866.500000 Penalty: 3519.745361
	Iteration 48Q: 3 clusters Score -6565866 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -6565919.000000 Penalty: 3519.745361
	Iteration 49Q: 3 clusters Score -6565919 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -6565956.500000 Penalty: 3519.745361
	Iteration 50Q: 3 clusters Score -6565956 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -6565976.500000 Penalty: 3519.745361
	Iteration 51Q: 3 clusters Score -6565976 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -6565987.000000 Penalty: 3519.745361
	Iteration 52Q: 3 clusters Score -6565987 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -6566013.500000 Penalty: 3519.745361
	Iteration 53Q: 3 clusters Score -6566014 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -6566033.000000 Penalty: 3519.745361
	Iteration 54Q: 3 clusters Score -6566033 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -6566058.000000 Penalty: 3519.745361
	Iteration 55Q: 3 clusters Score -6566058 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -6566074.500000 Penalty: 3519.745361
	Iteration 56Q: 3 clusters Score -6566074 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -6566083.000000 Penalty: 3519.745361
	Iteration 57Q: 3 clusters Score -6566083 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -6566076.000000 Penalty: 3519.745361
	Iteration 58Q: 3 clusters Score -6566076 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -6566066.500000 Penalty: 3519.745361
	Iteration 59Q: 3 clusters Score -6566066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -6566069.500000 Penalty: 3519.745361
	Iteration 60F: 3 clusters Score -6566070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -6566072.500000 Penalty: 3519.745361
	Iteration 61Q: 3 clusters Score -6566072 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -6566079.500000 Penalty: 3519.745361
	Iteration 62Q: 3 clusters Score -6566080 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -6566083.500000 Penalty: 3519.745361
	Iteration 63Q: 3 clusters Score -6566084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -6566096.500000 Penalty: 3519.745361
	Iteration 64Q: 3 clusters Score -6566096 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -6566084.500000 Penalty: 3519.745361
	Iteration 65Q: 3 clusters Score -6566084 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -6566103.000000 Penalty: 3519.745361
	Iteration 66Q: 3 clusters Score -6566103 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -6566108.500000 Penalty: 3519.745361
	Iteration 67Q: 3 clusters Score -6566108 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -6566113.000000 Penalty: 3519.745361
	Iteration 68Q: 3 clusters Score -6566113 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -6566112.500000 Penalty: 3519.745361
	Iteration 69Q: 3 clusters Score -6566112 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -6566129.500000 Penalty: 3519.745361
	Iteration 70Q: 3 clusters Score -6566130 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -6566144.000000 Penalty: 3519.745361
	Iteration 71Q: 3 clusters Score -6566144 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -6566150.000000 Penalty: 3519.745361
	Iteration 72Q: 3 clusters Score -6566150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -6566159.500000 Penalty: 3519.745361
	Iteration 73Q: 3 clusters Score -6566160 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -6566170.500000 Penalty: 3519.745361
	Iteration 74Q: 3 clusters Score -6566170 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -6566176.000000 Penalty: 3519.745361
	Iteration 75Q: 3 clusters Score -6566176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -6566175.500000 Penalty: 3519.745361
	Iteration 76Q: 3 clusters Score -6566176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -6566175.000000 Penalty: 3519.745361
	Iteration 77Q: 3 clusters Score -6566175 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -6566163.500000 Penalty: 3519.745361
	Iteration 78Q: 3 clusters Score -6566164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -6566161.500000 Penalty: 3519.745361
	Iteration 79Q: 3 clusters Score -6566162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -6566163.000000 Penalty: 3519.745361
	Iteration 80F: 3 clusters Score -6566163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -6566163.000000 Penalty: 3519.745361
	Iteration 81Q: 3 clusters Score -6566163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -6566161.000000 Penalty: 3519.745361
	Iteration 82Q: 3 clusters Score -6566161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 44964 members 
Entering Unmasked Estep 
Score: -6566166.000000 Penalty: 3519.745361
	Iteration 83Q: 3 clusters Score -6566166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -6566170.500000 Penalty: 3519.745361
	Iteration 84Q: 3 clusters Score -6566170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -6566171.000000 Penalty: 3519.745361
	Iteration 85Q: 3 clusters Score -6566171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -6566169.500000 Penalty: 3519.745361
	Iteration 86Q: 3 clusters Score -6566170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -6566169.500000 Penalty: 3519.745361
	Iteration 87Q: 3 clusters Score -6566170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -6566160.500000 Penalty: 3519.745361
	Iteration 88Q: 3 clusters Score -6566160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -6566167.500000 Penalty: 3519.745361
	Iteration 89Q: 3 clusters Score -6566168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -6566157.500000 Penalty: 3519.745361
	Iteration 90Q: 3 clusters Score -6566158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -6566159.000000 Penalty: 3519.745361
	Iteration 91Q: 3 clusters Score -6566159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -6566169.500000 Penalty: 3519.745361
	Iteration 92Q: 3 clusters Score -6566170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -6566173.000000 Penalty: 3519.745361
	Iteration 93Q: 3 clusters Score -6566173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -6566173.000000 Penalty: 3519.745361
	Iteration 94Q: 3 clusters Score -6566173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -6566169.500000 Penalty: 3519.745361
	Iteration 95Q: 3 clusters Score -6566170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -6566178.500000 Penalty: 3519.745361
	Iteration 96Q: 3 clusters Score -6566178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -6566183.000000 Penalty: 3519.745361
	Iteration 97Q: 3 clusters Score -6566183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -6566182.500000 Penalty: 3519.745361
	Iteration 98Q: 3 clusters Score -6566182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -6566181.500000 Penalty: 3519.745361
	Iteration 99Q: 3 clusters Score -6566182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -6566192.000000 Penalty: 3519.745361
	Iteration 100F: 3 clusters Score -6566192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -6566198.500000 Penalty: 3519.745361
	Iteration 101Q: 3 clusters Score -6566198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -6566200.500000 Penalty: 3519.745361
	Iteration 102Q: 3 clusters Score -6566200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -6566196.500000 Penalty: 3519.745361
	Iteration 103Q: 3 clusters Score -6566196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -6566200.500000 Penalty: 3519.745361
	Iteration 104Q: 3 clusters Score -6566200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -6566198.000000 Penalty: 3519.745361
	Iteration 105Q: 3 clusters Score -6566198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -6566206.500000 Penalty: 3519.745361
	Iteration 106Q: 3 clusters Score -6566206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -6566206.500000 Penalty: 3519.745361
	Iteration 107Q: 3 clusters Score -6566206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -6566202.500000 Penalty: 3519.745361
	Iteration 108Q: 3 clusters Score -6566202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -6566210.000000 Penalty: 3519.745361
	Iteration 109Q: 3 clusters Score -6566210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -6566209.000000 Penalty: 3519.745361
	Iteration 110Q: 3 clusters Score -6566209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -6566204.500000 Penalty: 3519.745361
	Iteration 111Q: 3 clusters Score -6566204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -6566212.500000 Penalty: 3519.745361
	Iteration 112Q: 3 clusters Score -6566212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -6566209.500000 Penalty: 3519.745361
	Iteration 113Q: 3 clusters Score -6566210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -6566211.000000 Penalty: 3519.745361
	Iteration 114Q: 3 clusters Score -6566211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -6566210.000000 Penalty: 3519.745361
	Iteration 115Q: 3 clusters Score -6566210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -6566216.500000 Penalty: 3519.745361
	Iteration 116Q: 3 clusters Score -6566216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -6566208.500000 Penalty: 3519.745361
	Iteration 117Q: 3 clusters Score -6566208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -6566210.000000 Penalty: 3519.745361
	Iteration 118Q: 3 clusters Score -6566210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -6566207.500000 Penalty: 3519.745361
	Iteration 119Q: 3 clusters Score -6566208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -6566206.000000 Penalty: 3519.745361
	Iteration 120F: 3 clusters Score -6566206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -6566205.500000 Penalty: 3519.745361
	Iteration 121Q: 3 clusters Score -6566206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -6566205.500000 Penalty: 3519.745361
	Iteration 122F: 3 clusters Score -6566206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -51917.058594 Penalty: 939.871643
	Iteration 0F: 2 clusters Score -51917.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50974.070312 Penalty: 1879.743286
	Iteration 0F: 3 clusters Score -50974.07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51091.710938 Penalty: 1879.743286
	Iteration 1F: 3 clusters Score -51091.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51139.015625 Penalty: 1879.743286
	Iteration 2F: 3 clusters Score -51139.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51163.414062 Penalty: 1879.743286
	Iteration 3Q: 3 clusters Score -51163.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -51177.753906 Penalty: 1879.743286
	Iteration 4Q: 3 clusters Score -51177.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -51182.316406 Penalty: 1879.743286
	Iteration 5Q: 3 clusters Score -51182.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51182.703125 Penalty: 1879.743286
	Iteration 6Q: 3 clusters Score -51182.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51182.703125 Penalty: 1879.743286
	Iteration 7F: 3 clusters Score -51182.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Entering Unmasked Estep 
Score: -3436126.250000 Penalty: 1653.524414
	Iteration 0F: 2 clusters Score -3436126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -3418405.750000 Penalty: 3307.048828
	Iteration 0F: 3 clusters Score -3418406 nChanged 12016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -3425031.500000 Penalty: 3307.048828
	Iteration 1F: 3 clusters Score -3425032 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3425484.000000 Penalty: 3307.048828
	Iteration 2Q: 3 clusters Score -3425484 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -3425920.250000 Penalty: 3307.048828
	Iteration 3Q: 3 clusters Score -3425920 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -3426438.750000 Penalty: 3307.048828
	Iteration 4Q: 3 clusters Score -3426439 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -3427015.750000 Penalty: 3307.048828
	Iteration 5Q: 3 clusters Score -3427016 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -3427854.750000 Penalty: 3307.048828
	Iteration 6F: 3 clusters Score -3427855 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -3428924.750000 Penalty: 3307.048828
	Iteration 7F: 3 clusters Score -3428925 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -3430223.750000 Penalty: 3307.048828
	Iteration 8F: 3 clusters Score -3430224 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -3431277.250000 Penalty: 3307.048828
	Iteration 9F: 3 clusters Score -3431277 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -3431750.500000 Penalty: 3307.048828
	Iteration 10Q: 3 clusters Score -3431750 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -3431974.750000 Penalty: 3307.048828
	Iteration 11Q: 3 clusters Score -3431975 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -3432093.750000 Penalty: 3307.048828
	Iteration 12Q: 3 clusters Score -3432094 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -3432199.500000 Penalty: 3307.048828
	Iteration 13Q: 3 clusters Score -3432200 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -3432276.750000 Penalty: 3307.048828
	Iteration 14Q: 3 clusters Score -3432277 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -3432352.500000 Penalty: 3307.048828
	Iteration 15Q: 3 clusters Score -3432352 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -3432411.500000 Penalty: 3307.048828
	Iteration 16Q: 3 clusters Score -3432412 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -3432479.750000 Penalty: 3307.048828
	Iteration 17Q: 3 clusters Score -3432480 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -3432536.250000 Penalty: 3307.048828
	Iteration 18Q: 3 clusters Score -3432536 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -3432588.500000 Penalty: 3307.048828
	Iteration 19Q: 3 clusters Score -3432588 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -3432643.000000 Penalty: 3307.048828
	Iteration 20F: 3 clusters Score -3432643 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -3432705.750000 Penalty: 3307.048828
	Iteration 21Q: 3 clusters Score -3432706 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -3432755.000000 Penalty: 3307.048828
	Iteration 22Q: 3 clusters Score -3432755 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -3432804.500000 Penalty: 3307.048828
	Iteration 23Q: 3 clusters Score -3432804 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -3432840.000000 Penalty: 3307.048828
	Iteration 24Q: 3 clusters Score -3432840 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -3432882.750000 Penalty: 3307.048828
	Iteration 25Q: 3 clusters Score -3432883 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -3432922.000000 Penalty: 3307.048828
	Iteration 26Q: 3 clusters Score -3432922 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -3432960.250000 Penalty: 3307.048828
	Iteration 27Q: 3 clusters Score -3432960 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -3432990.500000 Penalty: 3307.048828
	Iteration 28Q: 3 clusters Score -3432990 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -3433030.250000 Penalty: 3307.048828
	Iteration 29Q: 3 clusters Score -3433030 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -3433085.500000 Penalty: 3307.048828
	Iteration 30Q: 3 clusters Score -3433086 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -3433109.500000 Penalty: 3307.048828
	Iteration 31Q: 3 clusters Score -3433110 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -3433156.250000 Penalty: 3307.048828
	Iteration 32Q: 3 clusters Score -3433156 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -3433196.000000 Penalty: 3307.048828
	Iteration 33Q: 3 clusters Score -3433196 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -3433231.000000 Penalty: 3307.048828
	Iteration 34Q: 3 clusters Score -3433231 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -3433279.500000 Penalty: 3307.048828
	Iteration 35Q: 3 clusters Score -3433280 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -3433307.250000 Penalty: 3307.048828
	Iteration 36Q: 3 clusters Score -3433307 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3433347.750000 Penalty: 3307.048828
	Iteration 37Q: 3 clusters Score -3433348 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -3433386.500000 Penalty: 3307.048828
	Iteration 38Q: 3 clusters Score -3433386 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -3433420.250000 Penalty: 3307.048828
	Iteration 39Q: 3 clusters Score -3433420 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3433457.250000 Penalty: 3307.048828
	Iteration 40F: 3 clusters Score -3433457 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -3433501.250000 Penalty: 3307.048828
	Iteration 41Q: 3 clusters Score -3433501 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -3433520.500000 Penalty: 3307.048828
	Iteration 42Q: 3 clusters Score -3433520 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3433566.750000 Penalty: 3307.048828
	Iteration 43Q: 3 clusters Score -3433567 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -3433607.500000 Penalty: 3307.048828
	Iteration 44Q: 3 clusters Score -3433608 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -3433647.750000 Penalty: 3307.048828
	Iteration 45Q: 3 clusters Score -3433648 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -3433693.000000 Penalty: 3307.048828
	Iteration 46Q: 3 clusters Score -3433693 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -3433728.250000 Penalty: 3307.048828
	Iteration 47Q: 3 clusters Score -3433728 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -3433758.250000 Penalty: 3307.048828
	Iteration 48Q: 3 clusters Score -3433758 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -3433797.000000 Penalty: 3307.048828
	Iteration 49Q: 3 clusters Score -3433797 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3433832.000000 Penalty: 3307.048828
	Iteration 50Q: 3 clusters Score -3433832 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3433863.000000 Penalty: 3307.048828
	Iteration 51Q: 3 clusters Score -3433863 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -3433887.250000 Penalty: 3307.048828
	Iteration 52Q: 3 clusters Score -3433887 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -3433937.500000 Penalty: 3307.048828
	Iteration 53Q: 3 clusters Score -3433938 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3433963.250000 Penalty: 3307.048828
	Iteration 54Q: 3 clusters Score -3433963 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -3433996.500000 Penalty: 3307.048828
	Iteration 55Q: 3 clusters Score -3433996 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3434027.750000 Penalty: 3307.048828
	Iteration 56Q: 3 clusters Score -3434028 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -3434052.500000 Penalty: 3307.048828
	Iteration 57Q: 3 clusters Score -3434052 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3434089.750000 Penalty: 3307.048828
	Iteration 58Q: 3 clusters Score -3434090 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3434120.000000 Penalty: 3307.048828
	Iteration 59Q: 3 clusters Score -3434120 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3434167.500000 Penalty: 3307.048828
	Iteration 60F: 3 clusters Score -3434168 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -3434197.250000 Penalty: 3307.048828
	Iteration 61Q: 3 clusters Score -3434197 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3434229.750000 Penalty: 3307.048828
	Iteration 62Q: 3 clusters Score -3434230 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3434254.750000 Penalty: 3307.048828
	Iteration 63Q: 3 clusters Score -3434255 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3434275.000000 Penalty: 3307.048828
	Iteration 64Q: 3 clusters Score -3434275 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3434304.000000 Penalty: 3307.048828
	Iteration 65Q: 3 clusters Score -3434304 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3434327.250000 Penalty: 3307.048828
	Iteration 66Q: 3 clusters Score -3434327 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3434339.250000 Penalty: 3307.048828
	Iteration 67Q: 3 clusters Score -3434339 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3434367.000000 Penalty: 3307.048828
	Iteration 68Q: 3 clusters Score -3434367 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3434391.500000 Penalty: 3307.048828
	Iteration 69Q: 3 clusters Score -3434392 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3434409.750000 Penalty: 3307.048828
	Iteration 70Q: 3 clusters Score -3434410 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3434445.000000 Penalty: 3307.048828
	Iteration 71Q: 3 clusters Score -3434445 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3434460.250000 Penalty: 3307.048828
	Iteration 72Q: 3 clusters Score -3434460 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3434470.750000 Penalty: 3307.048828
	Iteration 73Q: 3 clusters Score -3434471 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3434487.000000 Penalty: 3307.048828
	Iteration 74Q: 3 clusters Score -3434487 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3434491.500000 Penalty: 3307.048828
	Iteration 75Q: 3 clusters Score -3434492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3434512.000000 Penalty: 3307.048828
	Iteration 76Q: 3 clusters Score -3434512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3434514.750000 Penalty: 3307.048828
	Iteration 77Q: 3 clusters Score -3434515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3434534.500000 Penalty: 3307.048828
	Iteration 78Q: 3 clusters Score -3434534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3434541.500000 Penalty: 3307.048828
	Iteration 79Q: 3 clusters Score -3434542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3434552.500000 Penalty: 3307.048828
	Iteration 80F: 3 clusters Score -3434552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3434561.000000 Penalty: 3307.048828
	Iteration 81Q: 3 clusters Score -3434561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3434564.750000 Penalty: 3307.048828
	Iteration 82Q: 3 clusters Score -3434565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3434569.000000 Penalty: 3307.048828
	Iteration 83Q: 3 clusters Score -3434569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3434576.750000 Penalty: 3307.048828
	Iteration 84Q: 3 clusters Score -3434577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3434580.750000 Penalty: 3307.048828
	Iteration 85Q: 3 clusters Score -3434581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3434581.250000 Penalty: 3307.048828
	Iteration 86Q: 3 clusters Score -3434581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3434578.500000 Penalty: 3307.048828
	Iteration 87Q: 3 clusters Score -3434578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3434586.500000 Penalty: 3307.048828
	Iteration 88Q: 3 clusters Score -3434586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3434584.500000 Penalty: 3307.048828
	Iteration 89Q: 3 clusters Score -3434584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3434586.000000 Penalty: 3307.048828
	Iteration 90Q: 3 clusters Score -3434586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3434587.500000 Penalty: 3307.048828
	Iteration 91Q: 3 clusters Score -3434588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3434594.750000 Penalty: 3307.048828
	Iteration 92Q: 3 clusters Score -3434595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3434610.250000 Penalty: 3307.048828
	Iteration 93Q: 3 clusters Score -3434610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3434608.750000 Penalty: 3307.048828
	Iteration 94Q: 3 clusters Score -3434609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3434613.250000 Penalty: 3307.048828
	Iteration 95Q: 3 clusters Score -3434613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3434613.750000 Penalty: 3307.048828
	Iteration 96Q: 3 clusters Score -3434614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3434618.250000 Penalty: 3307.048828
	Iteration 97Q: 3 clusters Score -3434618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3434622.500000 Penalty: 3307.048828
	Iteration 98Q: 3 clusters Score -3434622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3434623.750000 Penalty: 3307.048828
	Iteration 99Q: 3 clusters Score -3434624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3434626.750000 Penalty: 3307.048828
	Iteration 100F: 3 clusters Score -3434627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3434621.500000 Penalty: 3307.048828
	Iteration 101Q: 3 clusters Score -3434622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3434623.250000 Penalty: 3307.048828
	Iteration 102Q: 3 clusters Score -3434623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3434627.500000 Penalty: 3307.048828
	Iteration 103Q: 3 clusters Score -3434628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3434628.500000 Penalty: 3307.048828
	Iteration 104Q: 3 clusters Score -3434628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3434629.500000 Penalty: 3307.048828
	Iteration 105Q: 3 clusters Score -3434630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3434629.250000 Penalty: 3307.048828
	Iteration 106Q: 3 clusters Score -3434629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3434630.750000 Penalty: 3307.048828
	Iteration 107Q: 3 clusters Score -3434631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3434632.000000 Penalty: 3307.048828
	Iteration 108Q: 3 clusters Score -3434632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3434632.000000 Penalty: 3307.048828
	Iteration 109F: 3 clusters Score -3434632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -54273.546875 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -54273.55 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 282 members 
Entering Unmasked Estep 
Score: -53201.925781 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -53201.93 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53403.199219 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -53403.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53487.519531 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -53487.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53526.414062 Penalty: 2053.078613
	Iteration 3F: 3 clusters Score -53526.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53540.023438 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -53540.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -53551.859375 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -53551.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -53553.636719 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -53553.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53559.898438 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -53559.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -53564.542969 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -53564.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53570.015625 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -53570.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -53572.500000 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -53572.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53574.660156 Penalty: 2053.078613
	Iteration 11Q: 3 clusters Score -53574.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -53575.964844 Penalty: 2053.078613
	Iteration 12Q: 3 clusters Score -53575.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -53575.964844 Penalty: 2053.078613
	Iteration 13F: 3 clusters Score -53575.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -100968.765625 Penalty: 1081.090210
	Iteration 0F: 2 clusters Score -100968.8 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 385 members 
Entering Unmasked Estep 
Score: -99722.343750 Penalty: 2162.180420
	Iteration 0F: 3 clusters Score -99722.34 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -99905.484375 Penalty: 2162.180420
	Iteration 1F: 3 clusters Score -99905.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -99951.484375 Penalty: 2162.180420
	Iteration 2F: 3 clusters Score -99951.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -99963.250000 Penalty: 2162.180420
	Iteration 3Q: 3 clusters Score -99963.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -99973.023438 Penalty: 2162.180420
	Iteration 4Q: 3 clusters Score -99973.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -99983.515625 Penalty: 2162.180420
	Iteration 5Q: 3 clusters Score -99983.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -99989.632812 Penalty: 2162.180420
	Iteration 6Q: 3 clusters Score -99989.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -100002.609375 Penalty: 2162.180420
	Iteration 7Q: 3 clusters Score -100002.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -100013.812500 Penalty: 2162.180420
	Iteration 8Q: 3 clusters Score -100013.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -100025.156250 Penalty: 2162.180420
	Iteration 9Q: 3 clusters Score -100025.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -100041.617188 Penalty: 2162.180420
	Iteration 10Q: 3 clusters Score -100041.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -100044.148438 Penalty: 2162.180420
	Iteration 11Q: 3 clusters Score -100044.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -100046.828125 Penalty: 2162.180420
	Iteration 12Q: 3 clusters Score -100046.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -100046.828125 Penalty: 2162.180420
	Iteration 13F: 3 clusters Score -100046.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (82418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82418 members 
Entering Unmasked Estep 
Score: -10784494.000000 Penalty: 1839.428345
	Iteration 0F: 2 clusters Score -1.078449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -10737586.000000 Penalty: 3678.856689
	Iteration 0F: 3 clusters Score -1.073759e+07 nChanged 39226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -10760010.000000 Penalty: 3678.856689
	Iteration 1F: 3 clusters Score -1.076001e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -10760702.000000 Penalty: 3678.856689
	Iteration 2Q: 3 clusters Score -1.07607e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -10761692.000000 Penalty: 3678.856689
	Iteration 3Q: 3 clusters Score -1.076169e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -10763132.000000 Penalty: 3678.856689
	Iteration 4Q: 3 clusters Score -1.076313e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53848 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -10765320.000000 Penalty: 3678.856689
	Iteration 5F: 3 clusters Score -1.076532e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58593 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -10768041.000000 Penalty: 3678.856689
	Iteration 6F: 3 clusters Score -1.076804e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63399 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -10770782.000000 Penalty: 3678.856689
	Iteration 7F: 3 clusters Score -1.077078e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67743 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -10773720.000000 Penalty: 3678.856689
	Iteration 8F: 3 clusters Score -1.077372e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70859 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -10776334.000000 Penalty: 3678.856689
	Iteration 9Q: 3 clusters Score -1.077633e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72608 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -10778174.000000 Penalty: 3678.856689
	Iteration 10Q: 3 clusters Score -1.077817e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73480 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -10779220.000000 Penalty: 3678.856689
	Iteration 11Q: 3 clusters Score -1.077922e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73912 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -10779741.000000 Penalty: 3678.856689
	Iteration 12Q: 3 clusters Score -1.077974e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74237 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -10779955.000000 Penalty: 3678.856689
	Iteration 13Q: 3 clusters Score -1.077996e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74551 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -10780076.000000 Penalty: 3678.856689
	Iteration 14Q: 3 clusters Score -1.078008e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74860 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -10780159.000000 Penalty: 3678.856689
	Iteration 15Q: 3 clusters Score -1.078016e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75116 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -10780268.000000 Penalty: 3678.856689
	Iteration 16Q: 3 clusters Score -1.078027e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75376 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -10780398.000000 Penalty: 3678.856689
	Iteration 17Q: 3 clusters Score -1.07804e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75577 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -10780448.000000 Penalty: 3678.856689
	Iteration 18Q: 3 clusters Score -1.078045e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75763 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -10780521.000000 Penalty: 3678.856689
	Iteration 19Q: 3 clusters Score -1.078052e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75956 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -10780605.000000 Penalty: 3678.856689
	Iteration 20F: 3 clusters Score -1.07806e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76127 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -10780675.000000 Penalty: 3678.856689
	Iteration 21Q: 3 clusters Score -1.078068e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76270 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -10780771.000000 Penalty: 3678.856689
	Iteration 22Q: 3 clusters Score -1.078077e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76388 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -10780859.000000 Penalty: 3678.856689
	Iteration 23Q: 3 clusters Score -1.078086e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76492 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -10780909.000000 Penalty: 3678.856689
	Iteration 24Q: 3 clusters Score -1.078091e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76574 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -10780932.000000 Penalty: 3678.856689
	Iteration 25Q: 3 clusters Score -1.078093e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76669 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -10780977.000000 Penalty: 3678.856689
	Iteration 26Q: 3 clusters Score -1.078098e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76763 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -10781038.000000 Penalty: 3678.856689
	Iteration 27Q: 3 clusters Score -1.078104e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76837 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -10781078.000000 Penalty: 3678.856689
	Iteration 28Q: 3 clusters Score -1.078108e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76909 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -10781093.000000 Penalty: 3678.856689
	Iteration 29Q: 3 clusters Score -1.078109e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76976 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -10781122.000000 Penalty: 3678.856689
	Iteration 30Q: 3 clusters Score -1.078112e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77029 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -10781115.000000 Penalty: 3678.856689
	Iteration 31Q: 3 clusters Score -1.078112e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77077 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -10781132.000000 Penalty: 3678.856689
	Iteration 32Q: 3 clusters Score -1.078113e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77124 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -10781157.000000 Penalty: 3678.856689
	Iteration 33Q: 3 clusters Score -1.078116e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77168 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -10781177.000000 Penalty: 3678.856689
	Iteration 34Q: 3 clusters Score -1.078118e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77216 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -10781208.000000 Penalty: 3678.856689
	Iteration 35Q: 3 clusters Score -1.078121e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77261 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -10781224.000000 Penalty: 3678.856689
	Iteration 36Q: 3 clusters Score -1.078122e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77311 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -10781242.000000 Penalty: 3678.856689
	Iteration 37Q: 3 clusters Score -1.078124e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77361 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -10781240.000000 Penalty: 3678.856689
	Iteration 38Q: 3 clusters Score -1.078124e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77411 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -10781236.000000 Penalty: 3678.856689
	Iteration 39Q: 3 clusters Score -1.078124e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77450 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -10781247.000000 Penalty: 3678.856689
	Iteration 40F: 3 clusters Score -1.078125e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77474 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -10781251.000000 Penalty: 3678.856689
	Iteration 41Q: 3 clusters Score -1.078125e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77498 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -10781255.000000 Penalty: 3678.856689
	Iteration 42Q: 3 clusters Score -1.078126e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77520 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -10781264.000000 Penalty: 3678.856689
	Iteration 43Q: 3 clusters Score -1.078126e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77544 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -10781278.000000 Penalty: 3678.856689
	Iteration 44Q: 3 clusters Score -1.078128e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77567 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -10781274.000000 Penalty: 3678.856689
	Iteration 45Q: 3 clusters Score -1.078127e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77593 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -10781284.000000 Penalty: 3678.856689
	Iteration 46Q: 3 clusters Score -1.078128e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77624 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -10781280.000000 Penalty: 3678.856689
	Iteration 47Q: 3 clusters Score -1.078128e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77656 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -10781290.000000 Penalty: 3678.856689
	Iteration 48Q: 3 clusters Score -1.078129e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77690 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -10781290.000000 Penalty: 3678.856689
	Iteration 49Q: 3 clusters Score -1.078129e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77721 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -10781311.000000 Penalty: 3678.856689
	Iteration 50Q: 3 clusters Score -1.078131e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77752 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -10781327.000000 Penalty: 3678.856689
	Iteration 51Q: 3 clusters Score -1.078133e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77774 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -10781325.000000 Penalty: 3678.856689
	Iteration 52Q: 3 clusters Score -1.078132e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77788 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -10781336.000000 Penalty: 3678.856689
	Iteration 53Q: 3 clusters Score -1.078134e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77805 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -10781348.000000 Penalty: 3678.856689
	Iteration 54Q: 3 clusters Score -1.078135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77816 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -10781358.000000 Penalty: 3678.856689
	Iteration 55Q: 3 clusters Score -1.078136e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77834 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -10781361.000000 Penalty: 3678.856689
	Iteration 56Q: 3 clusters Score -1.078136e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77855 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -10781351.000000 Penalty: 3678.856689
	Iteration 57Q: 3 clusters Score -1.078135e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77876 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -10781363.000000 Penalty: 3678.856689
	Iteration 58Q: 3 clusters Score -1.078136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77891 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -10781382.000000 Penalty: 3678.856689
	Iteration 59Q: 3 clusters Score -1.078138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77903 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -10781374.000000 Penalty: 3678.856689
	Iteration 60F: 3 clusters Score -1.078137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77910 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -10781375.000000 Penalty: 3678.856689
	Iteration 61Q: 3 clusters Score -1.078138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77917 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -10781378.000000 Penalty: 3678.856689
	Iteration 62Q: 3 clusters Score -1.078138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77923 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -10781374.000000 Penalty: 3678.856689
	Iteration 63Q: 3 clusters Score -1.078137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77931 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -10781366.000000 Penalty: 3678.856689
	Iteration 64Q: 3 clusters Score -1.078137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77939 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -10781357.000000 Penalty: 3678.856689
	Iteration 65Q: 3 clusters Score -1.078136e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77953 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -10781370.000000 Penalty: 3678.856689
	Iteration 66Q: 3 clusters Score -1.078137e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77967 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -10781356.000000 Penalty: 3678.856689
	Iteration 67Q: 3 clusters Score -1.078136e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77977 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -10781370.000000 Penalty: 3678.856689
	Iteration 68Q: 3 clusters Score -1.078137e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77985 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -10781373.000000 Penalty: 3678.856689
	Iteration 69Q: 3 clusters Score -1.078137e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78001 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -10781386.000000 Penalty: 3678.856689
	Iteration 70Q: 3 clusters Score -1.078139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78017 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -10781383.000000 Penalty: 3678.856689
	Iteration 71Q: 3 clusters Score -1.078138e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78033 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -10781386.000000 Penalty: 3678.856689
	Iteration 72Q: 3 clusters Score -1.078139e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78046 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -10781387.000000 Penalty: 3678.856689
	Iteration 73Q: 3 clusters Score -1.078139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78056 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -10781388.000000 Penalty: 3678.856689
	Iteration 74Q: 3 clusters Score -1.078139e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78071 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -10781398.000000 Penalty: 3678.856689
	Iteration 75Q: 3 clusters Score -1.07814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78085 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -10781384.000000 Penalty: 3678.856689
	Iteration 76Q: 3 clusters Score -1.078138e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78102 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -10781378.000000 Penalty: 3678.856689
	Iteration 77Q: 3 clusters Score -1.078138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78114 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -10781379.000000 Penalty: 3678.856689
	Iteration 78Q: 3 clusters Score -1.078138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78123 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -10781389.000000 Penalty: 3678.856689
	Iteration 79Q: 3 clusters Score -1.078139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78131 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -10781398.000000 Penalty: 3678.856689
	Iteration 80F: 3 clusters Score -1.07814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78132 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -10781403.000000 Penalty: 3678.856689
	Iteration 81Q: 3 clusters Score -1.07814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78140 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -10781405.000000 Penalty: 3678.856689
	Iteration 82Q: 3 clusters Score -1.07814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78150 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -10781408.000000 Penalty: 3678.856689
	Iteration 83Q: 3 clusters Score -1.078141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78158 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -10781406.000000 Penalty: 3678.856689
	Iteration 84Q: 3 clusters Score -1.078141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78168 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -10781412.000000 Penalty: 3678.856689
	Iteration 85Q: 3 clusters Score -1.078141e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78176 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -10781402.000000 Penalty: 3678.856689
	Iteration 86Q: 3 clusters Score -1.07814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78188 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -10781407.000000 Penalty: 3678.856689
	Iteration 87Q: 3 clusters Score -1.078141e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78207 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -10781419.000000 Penalty: 3678.856689
	Iteration 88Q: 3 clusters Score -1.078142e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78230 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -10781429.000000 Penalty: 3678.856689
	Iteration 89Q: 3 clusters Score -1.078143e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78251 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -10781434.000000 Penalty: 3678.856689
	Iteration 90Q: 3 clusters Score -1.078143e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78262 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -10781425.000000 Penalty: 3678.856689
	Iteration 91Q: 3 clusters Score -1.078142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78275 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -10781437.000000 Penalty: 3678.856689
	Iteration 92Q: 3 clusters Score -1.078144e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78294 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -10781424.000000 Penalty: 3678.856689
	Iteration 93Q: 3 clusters Score -1.078142e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78323 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -10781461.000000 Penalty: 3678.856689
	Iteration 94Q: 3 clusters Score -1.078146e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78352 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -10781486.000000 Penalty: 3678.856689
	Iteration 95Q: 3 clusters Score -1.078149e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78379 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -10781485.000000 Penalty: 3678.856689
	Iteration 96Q: 3 clusters Score -1.078148e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78406 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -10781514.000000 Penalty: 3678.856689
	Iteration 97Q: 3 clusters Score -1.078151e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78422 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -10781529.000000 Penalty: 3678.856689
	Iteration 98Q: 3 clusters Score -1.078153e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78441 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -10781532.000000 Penalty: 3678.856689
	Iteration 99Q: 3 clusters Score -1.078153e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78458 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -10781534.000000 Penalty: 3678.856689
	Iteration 100F: 3 clusters Score -1.078153e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78471 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -10781528.000000 Penalty: 3678.856689
	Iteration 101Q: 3 clusters Score -1.078153e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78491 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -10781529.000000 Penalty: 3678.856689
	Iteration 102Q: 3 clusters Score -1.078153e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78507 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -10781534.000000 Penalty: 3678.856689
	Iteration 103Q: 3 clusters Score -1.078153e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78525 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -10781534.000000 Penalty: 3678.856689
	Iteration 104Q: 3 clusters Score -1.078153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78536 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -10781550.000000 Penalty: 3678.856689
	Iteration 105Q: 3 clusters Score -1.078155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78543 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -10781547.000000 Penalty: 3678.856689
	Iteration 106Q: 3 clusters Score -1.078155e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78555 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -10781540.000000 Penalty: 3678.856689
	Iteration 107Q: 3 clusters Score -1.078154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78565 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -10781543.000000 Penalty: 3678.856689
	Iteration 108Q: 3 clusters Score -1.078154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78575 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -10781543.000000 Penalty: 3678.856689
	Iteration 109Q: 3 clusters Score -1.078154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78579 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -10781553.000000 Penalty: 3678.856689
	Iteration 110Q: 3 clusters Score -1.078155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78581 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -10781560.000000 Penalty: 3678.856689
	Iteration 111Q: 3 clusters Score -1.078156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78586 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -10781554.000000 Penalty: 3678.856689
	Iteration 112Q: 3 clusters Score -1.078155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78593 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -10781552.000000 Penalty: 3678.856689
	Iteration 113Q: 3 clusters Score -1.078155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78597 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -10781559.000000 Penalty: 3678.856689
	Iteration 114Q: 3 clusters Score -1.078156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78608 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -10781550.000000 Penalty: 3678.856689
	Iteration 115Q: 3 clusters Score -1.078155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78613 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -10781554.000000 Penalty: 3678.856689
	Iteration 116Q: 3 clusters Score -1.078155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78618 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -10781563.000000 Penalty: 3678.856689
	Iteration 117Q: 3 clusters Score -1.078156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78622 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -10781581.000000 Penalty: 3678.856689
	Iteration 118Q: 3 clusters Score -1.078158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78626 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -10781579.000000 Penalty: 3678.856689
	Iteration 119Q: 3 clusters Score -1.078158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78627 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -10781590.000000 Penalty: 3678.856689
	Iteration 120F: 3 clusters Score -1.078159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78629 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -10781589.000000 Penalty: 3678.856689
	Iteration 121Q: 3 clusters Score -1.078159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78632 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -10781590.000000 Penalty: 3678.856689
	Iteration 122Q: 3 clusters Score -1.078159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78636 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -10781589.000000 Penalty: 3678.856689
	Iteration 123Q: 3 clusters Score -1.078159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78638 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -10781594.000000 Penalty: 3678.856689
	Iteration 124Q: 3 clusters Score -1.078159e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78638 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -10781594.000000 Penalty: 3678.856689
	Iteration 125F: 3 clusters Score -1.078159e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Entering Unmasked Estep 
Score: -2503297.750000 Penalty: 1602.013184
	Iteration 0F: 2 clusters Score -2503298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2490304.750000 Penalty: 3204.026367
	Iteration 0F: 3 clusters Score -2490305 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2494814.500000 Penalty: 3204.026367
	Iteration 1F: 3 clusters Score -2494814 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2495032.250000 Penalty: 3204.026367
	Iteration 2Q: 3 clusters Score -2495032 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2495261.250000 Penalty: 3204.026367
	Iteration 3Q: 3 clusters Score -2495261 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2495444.500000 Penalty: 3204.026367
	Iteration 4Q: 3 clusters Score -2495444 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2495700.000000 Penalty: 3204.026367
	Iteration 5Q: 3 clusters Score -2495700 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2496041.000000 Penalty: 3204.026367
	Iteration 6Q: 3 clusters Score -2496041 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2496499.500000 Penalty: 3204.026367
	Iteration 7Q: 3 clusters Score -2496500 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2497170.500000 Penalty: 3204.026367
	Iteration 8F: 3 clusters Score -2497170 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2498091.500000 Penalty: 3204.026367
	Iteration 9F: 3 clusters Score -2498092 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2499029.750000 Penalty: 3204.026367
	Iteration 10F: 3 clusters Score -2499030 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2499693.750000 Penalty: 3204.026367
	Iteration 11F: 3 clusters Score -2499694 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -2500049.250000 Penalty: 3204.026367
	Iteration 12Q: 3 clusters Score -2500049 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2500240.500000 Penalty: 3204.026367
	Iteration 13Q: 3 clusters Score -2500240 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2500379.500000 Penalty: 3204.026367
	Iteration 14Q: 3 clusters Score -2500380 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2500466.000000 Penalty: 3204.026367
	Iteration 15Q: 3 clusters Score -2500466 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2500545.250000 Penalty: 3204.026367
	Iteration 16Q: 3 clusters Score -2500545 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2500633.250000 Penalty: 3204.026367
	Iteration 17Q: 3 clusters Score -2500633 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2500735.500000 Penalty: 3204.026367
	Iteration 18Q: 3 clusters Score -2500736 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2500833.000000 Penalty: 3204.026367
	Iteration 19Q: 3 clusters Score -2500833 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2500913.750000 Penalty: 3204.026367
	Iteration 20F: 3 clusters Score -2500914 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2501009.000000 Penalty: 3204.026367
	Iteration 21Q: 3 clusters Score -2501009 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2501085.750000 Penalty: 3204.026367
	Iteration 22Q: 3 clusters Score -2501086 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2501148.750000 Penalty: 3204.026367
	Iteration 23Q: 3 clusters Score -2501149 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2501209.750000 Penalty: 3204.026367
	Iteration 24Q: 3 clusters Score -2501210 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2501286.750000 Penalty: 3204.026367
	Iteration 25Q: 3 clusters Score -2501287 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2501359.000000 Penalty: 3204.026367
	Iteration 26Q: 3 clusters Score -2501359 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2501415.000000 Penalty: 3204.026367
	Iteration 27Q: 3 clusters Score -2501415 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2501457.000000 Penalty: 3204.026367
	Iteration 28Q: 3 clusters Score -2501457 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2501489.000000 Penalty: 3204.026367
	Iteration 29Q: 3 clusters Score -2501489 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2501518.500000 Penalty: 3204.026367
	Iteration 30Q: 3 clusters Score -2501518 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2501540.000000 Penalty: 3204.026367
	Iteration 31Q: 3 clusters Score -2501540 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2501561.750000 Penalty: 3204.026367
	Iteration 32Q: 3 clusters Score -2501562 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2501585.250000 Penalty: 3204.026367
	Iteration 33Q: 3 clusters Score -2501585 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2501597.500000 Penalty: 3204.026367
	Iteration 34Q: 3 clusters Score -2501598 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2501620.250000 Penalty: 3204.026367
	Iteration 35Q: 3 clusters Score -2501620 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2501634.750000 Penalty: 3204.026367
	Iteration 36Q: 3 clusters Score -2501635 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2501657.500000 Penalty: 3204.026367
	Iteration 37Q: 3 clusters Score -2501658 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2501670.750000 Penalty: 3204.026367
	Iteration 38Q: 3 clusters Score -2501671 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2501699.750000 Penalty: 3204.026367
	Iteration 39Q: 3 clusters Score -2501700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2501709.250000 Penalty: 3204.026367
	Iteration 40F: 3 clusters Score -2501709 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2501726.000000 Penalty: 3204.026367
	Iteration 41Q: 3 clusters Score -2501726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2501728.250000 Penalty: 3204.026367
	Iteration 42Q: 3 clusters Score -2501728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2501731.000000 Penalty: 3204.026367
	Iteration 43Q: 3 clusters Score -2501731 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2501748.750000 Penalty: 3204.026367
	Iteration 44Q: 3 clusters Score -2501749 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2501764.250000 Penalty: 3204.026367
	Iteration 45Q: 3 clusters Score -2501764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2501778.000000 Penalty: 3204.026367
	Iteration 46Q: 3 clusters Score -2501778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2501797.250000 Penalty: 3204.026367
	Iteration 47Q: 3 clusters Score -2501797 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2501815.250000 Penalty: 3204.026367
	Iteration 48Q: 3 clusters Score -2501815 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2501834.750000 Penalty: 3204.026367
	Iteration 49Q: 3 clusters Score -2501835 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2501847.000000 Penalty: 3204.026367
	Iteration 50Q: 3 clusters Score -2501847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2501851.000000 Penalty: 3204.026367
	Iteration 51Q: 3 clusters Score -2501851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2501856.750000 Penalty: 3204.026367
	Iteration 52Q: 3 clusters Score -2501857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2501864.000000 Penalty: 3204.026367
	Iteration 53Q: 3 clusters Score -2501864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2501873.250000 Penalty: 3204.026367
	Iteration 54Q: 3 clusters Score -2501873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2501877.000000 Penalty: 3204.026367
	Iteration 55Q: 3 clusters Score -2501877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2501882.500000 Penalty: 3204.026367
	Iteration 56Q: 3 clusters Score -2501882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2501890.750000 Penalty: 3204.026367
	Iteration 57Q: 3 clusters Score -2501891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2501894.500000 Penalty: 3204.026367
	Iteration 58Q: 3 clusters Score -2501894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2501896.750000 Penalty: 3204.026367
	Iteration 59Q: 3 clusters Score -2501897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2501898.500000 Penalty: 3204.026367
	Iteration 60F: 3 clusters Score -2501898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2501904.250000 Penalty: 3204.026367
	Iteration 61Q: 3 clusters Score -2501904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2501903.500000 Penalty: 3204.026367
	Iteration 62Q: 3 clusters Score -2501904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2501904.500000 Penalty: 3204.026367
	Iteration 63Q: 3 clusters Score -2501904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2501904.500000 Penalty: 3204.026367
	Iteration 64Q: 3 clusters Score -2501904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2501905.750000 Penalty: 3204.026367
	Iteration 65Q: 3 clusters Score -2501906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2501910.500000 Penalty: 3204.026367
	Iteration 66Q: 3 clusters Score -2501910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2501906.750000 Penalty: 3204.026367
	Iteration 67Q: 3 clusters Score -2501907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2501913.500000 Penalty: 3204.026367
	Iteration 68Q: 3 clusters Score -2501914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2501918.250000 Penalty: 3204.026367
	Iteration 69Q: 3 clusters Score -2501918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2501920.750000 Penalty: 3204.026367
	Iteration 70Q: 3 clusters Score -2501921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2501926.500000 Penalty: 3204.026367
	Iteration 71Q: 3 clusters Score -2501926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2501929.500000 Penalty: 3204.026367
	Iteration 72Q: 3 clusters Score -2501930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2501932.250000 Penalty: 3204.026367
	Iteration 73Q: 3 clusters Score -2501932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2501935.000000 Penalty: 3204.026367
	Iteration 74Q: 3 clusters Score -2501935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2501933.500000 Penalty: 3204.026367
	Iteration 75Q: 3 clusters Score -2501934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2501932.250000 Penalty: 3204.026367
	Iteration 76Q: 3 clusters Score -2501932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2501931.500000 Penalty: 3204.026367
	Iteration 77Q: 3 clusters Score -2501932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2501931.500000 Penalty: 3204.026367
	Iteration 78F: 3 clusters Score -2501932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -110294.445312 Penalty: 1101.737305
	Iteration 0F: 2 clusters Score -110294.4 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 455 members 
Entering Unmasked Estep 
Score: -108910.273438 Penalty: 2203.474609
	Iteration 0F: 3 clusters Score -108910.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -109131.398438 Penalty: 2203.474609
	Iteration 1F: 3 clusters Score -109131.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -109209.875000 Penalty: 2203.474609
	Iteration 2F: 3 clusters Score -109209.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -109248.132812 Penalty: 2203.474609
	Iteration 3Q: 3 clusters Score -109248.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -109268.585938 Penalty: 2203.474609
	Iteration 4Q: 3 clusters Score -109268.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -109290.343750 Penalty: 2203.474609
	Iteration 5Q: 3 clusters Score -109290.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -109309.085938 Penalty: 2203.474609
	Iteration 6Q: 3 clusters Score -109309.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -109315.023438 Penalty: 2203.474609
	Iteration 7Q: 3 clusters Score -109315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -109319.476562 Penalty: 2203.474609
	Iteration 8Q: 3 clusters Score -109319.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -109323.250000 Penalty: 2203.474609
	Iteration 9Q: 3 clusters Score -109323.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -109325.984375 Penalty: 2203.474609
	Iteration 10Q: 3 clusters Score -109326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -109328.476562 Penalty: 2203.474609
	Iteration 11Q: 3 clusters Score -109328.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -109334.078125 Penalty: 2203.474609
	Iteration 12Q: 3 clusters Score -109334.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -109337.179688 Penalty: 2203.474609
	Iteration 13Q: 3 clusters Score -109337.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -109340.523438 Penalty: 2203.474609
	Iteration 14Q: 3 clusters Score -109340.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -109343.593750 Penalty: 2203.474609
	Iteration 15Q: 3 clusters Score -109343.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -109345.179688 Penalty: 2203.474609
	Iteration 16Q: 3 clusters Score -109345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -109346.281250 Penalty: 2203.474609
	Iteration 17Q: 3 clusters Score -109346.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -109348.843750 Penalty: 2203.474609
	Iteration 18Q: 3 clusters Score -109348.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -109350.531250 Penalty: 2203.474609
	Iteration 19Q: 3 clusters Score -109350.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -109351.304688 Penalty: 2203.474609
	Iteration 20F: 3 clusters Score -109351.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -109352.093750 Penalty: 2203.474609
	Iteration 21Q: 3 clusters Score -109352.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -109352.632812 Penalty: 2203.474609
	Iteration 22Q: 3 clusters Score -109352.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -109353.351562 Penalty: 2203.474609
	Iteration 23Q: 3 clusters Score -109353.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -109353.351562 Penalty: 2203.474609
	Iteration 24F: 3 clusters Score -109353.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -40724.425781 Penalty: 1010.522522
	Iteration 0F: 2 clusters Score -40724.43 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 251 members 
Entering Unmasked Estep 
Score: -39742.097656 Penalty: 2021.045044
	Iteration 0F: 3 clusters Score -39742.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40081.203125 Penalty: 2021.045044
	Iteration 1F: 3 clusters Score -40081.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -40229.671875 Penalty: 2021.045044
	Iteration 2F: 3 clusters Score -40229.67 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: -40316.746094 Penalty: 2021.045044
	Iteration 3F: 3 clusters Score -40316.75 nChanged 14
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: -40376.125000 Penalty: 2021.045044
	Iteration 4Q: 3 clusters Score -40376.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40425.718750 Penalty: 2021.045044
	Iteration 5Q: 3 clusters Score -40425.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -40447.625000 Penalty: 2021.045044
	Iteration 6Q: 3 clusters Score -40447.62 nChanged 9
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: -40466.097656 Penalty: 2021.045044
	Iteration 7Q: 3 clusters Score -40466.1 nChanged 0
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: -40466.097656 Penalty: 2021.045044
	Iteration 8F: 3 clusters Score -40466.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -60302.304688 Penalty: 1027.124878
	Iteration 0F: 2 clusters Score -60302.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59190.984375 Penalty: 2054.249756
	Iteration 0F: 3 clusters Score -59190.98 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59353.429688 Penalty: 2054.249756
	Iteration 1F: 3 clusters Score -59353.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59406.746094 Penalty: 2054.249756
	Iteration 2F: 3 clusters Score -59406.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -59438.996094 Penalty: 2054.249756
	Iteration 3Q: 3 clusters Score -59439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59454.925781 Penalty: 2054.249756
	Iteration 4Q: 3 clusters Score -59454.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59459.964844 Penalty: 2054.249756
	Iteration 5Q: 3 clusters Score -59459.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59468.304688 Penalty: 2054.249756
	Iteration 6Q: 3 clusters Score -59468.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59475.363281 Penalty: 2054.249756
	Iteration 7Q: 3 clusters Score -59475.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59476.289062 Penalty: 2054.249756
	Iteration 8Q: 3 clusters Score -59476.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59478.152344 Penalty: 2054.249756
	Iteration 9Q: 3 clusters Score -59478.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59478.152344 Penalty: 2054.249756
	Iteration 10F: 3 clusters Score -59478.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (62361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62361 members 
Entering Unmasked Estep 
Score: -8226975.000000 Penalty: 1794.112915
	Iteration 0F: 2 clusters Score -8226975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -8193640.000000 Penalty: 3588.225830
	Iteration 0F: 3 clusters Score -8193640 nChanged 29457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -8210624.000000 Penalty: 3588.225830
	Iteration 1F: 3 clusters Score -8210624 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -8211331.000000 Penalty: 3588.225830
	Iteration 2Q: 3 clusters Score -8211331 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -8212343.500000 Penalty: 3588.225830
	Iteration 3Q: 3 clusters Score -8212344 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -8214052.000000 Penalty: 3588.225830
	Iteration 4F: 3 clusters Score -8214052 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -8216934.000000 Penalty: 3588.225830
	Iteration 5F: 3 clusters Score -8216934 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -8220011.000000 Penalty: 3588.225830
	Iteration 6F: 3 clusters Score -8220011 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55412 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -8222292.500000 Penalty: 3588.225830
	Iteration 7F: 3 clusters Score -8222292 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58968 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -8223850.000000 Penalty: 3588.225830
	Iteration 8F: 3 clusters Score -8223850 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60640 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -8224613.500000 Penalty: 3588.225830
	Iteration 9Q: 3 clusters Score -8224614 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61343 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8225035.000000 Penalty: 3588.225830
	Iteration 10Q: 3 clusters Score -8225035 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8225241.500000 Penalty: 3588.225830
	Iteration 11Q: 3 clusters Score -8225242 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8225321.500000 Penalty: 3588.225830
	Iteration 12Q: 3 clusters Score -8225322 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61825 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8225391.500000 Penalty: 3588.225830
	Iteration 13Q: 3 clusters Score -8225392 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61869 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8225440.500000 Penalty: 3588.225830
	Iteration 14Q: 3 clusters Score -8225440 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8225472.500000 Penalty: 3588.225830
	Iteration 15Q: 3 clusters Score -8225472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61900 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8225489.000000 Penalty: 3588.225830
	Iteration 16Q: 3 clusters Score -8225489 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61918 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8225521.000000 Penalty: 3588.225830
	Iteration 17Q: 3 clusters Score -8225521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8225535.000000 Penalty: 3588.225830
	Iteration 18Q: 3 clusters Score -8225535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61930 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8225567.500000 Penalty: 3588.225830
	Iteration 19Q: 3 clusters Score -8225568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61937 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8225582.500000 Penalty: 3588.225830
	Iteration 20F: 3 clusters Score -8225582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8225586.000000 Penalty: 3588.225830
	Iteration 21Q: 3 clusters Score -8225586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8225591.500000 Penalty: 3588.225830
	Iteration 22Q: 3 clusters Score -8225592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61943 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8225590.000000 Penalty: 3588.225830
	Iteration 23Q: 3 clusters Score -8225590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61945 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8225593.000000 Penalty: 3588.225830
	Iteration 24Q: 3 clusters Score -8225593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61943 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8225588.500000 Penalty: 3588.225830
	Iteration 25Q: 3 clusters Score -8225588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61944 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8225585.500000 Penalty: 3588.225830
	Iteration 26Q: 3 clusters Score -8225586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61944 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8225585.500000 Penalty: 3588.225830
	Iteration 27F: 3 clusters Score -8225586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Entering Unmasked Estep 
Score: -379843.187500 Penalty: 1304.994385
	Iteration 0F: 2 clusters Score -379843.2 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 1557 members 
Entering Unmasked Estep 
Score: -377068.843750 Penalty: 2609.988770
	Iteration 0F: 3 clusters Score -377068.8 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -377731.750000 Penalty: 2609.988770
	Iteration 1F: 3 clusters Score -377731.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -377899.906250 Penalty: 2609.988770
	Iteration 2F: 3 clusters Score -377899.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -378036.625000 Penalty: 2609.988770
	Iteration 3F: 3 clusters Score -378036.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -378161.500000 Penalty: 2609.988770
	Iteration 4Q: 3 clusters Score -378161.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -378306.781250 Penalty: 2609.988770
	Iteration 5F: 3 clusters Score -378306.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -378490.437500 Penalty: 2609.988770
	Iteration 6F: 3 clusters Score -378490.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -378671.406250 Penalty: 2609.988770
	Iteration 7Q: 3 clusters Score -378671.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -378839.531250 Penalty: 2609.988770
	Iteration 8Q: 3 clusters Score -378839.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -378973.218750 Penalty: 2609.988770
	Iteration 9Q: 3 clusters Score -378973.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -379071.281250 Penalty: 2609.988770
	Iteration 10Q: 3 clusters Score -379071.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -379117.906250 Penalty: 2609.988770
	Iteration 11Q: 3 clusters Score -379117.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -379141.187500 Penalty: 2609.988770
	Iteration 12Q: 3 clusters Score -379141.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -379156.375000 Penalty: 2609.988770
	Iteration 13Q: 3 clusters Score -379156.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -379166.656250 Penalty: 2609.988770
	Iteration 14Q: 3 clusters Score -379166.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -379172.937500 Penalty: 2609.988770
	Iteration 15Q: 3 clusters Score -379172.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -379178.250000 Penalty: 2609.988770
	Iteration 16Q: 3 clusters Score -379178.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -379185.125000 Penalty: 2609.988770
	Iteration 17Q: 3 clusters Score -379185.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -379189.375000 Penalty: 2609.988770
	Iteration 18Q: 3 clusters Score -379189.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -379194.593750 Penalty: 2609.988770
	Iteration 19Q: 3 clusters Score -379194.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -379195.593750 Penalty: 2609.988770
	Iteration 20F: 3 clusters Score -379195.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -379196.906250 Penalty: 2609.988770
	Iteration 21Q: 3 clusters Score -379196.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -379199.187500 Penalty: 2609.988770
	Iteration 22Q: 3 clusters Score -379199.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -379201.062500 Penalty: 2609.988770
	Iteration 23Q: 3 clusters Score -379201.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -379202.687500 Penalty: 2609.988770
	Iteration 24Q: 3 clusters Score -379202.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -379206.062500 Penalty: 2609.988770
	Iteration 25Q: 3 clusters Score -379206.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -379209.500000 Penalty: 2609.988770
	Iteration 26Q: 3 clusters Score -379209.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -379212.812500 Penalty: 2609.988770
	Iteration 27Q: 3 clusters Score -379212.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -379215.968750 Penalty: 2609.988770
	Iteration 28Q: 3 clusters Score -379216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -379219.312500 Penalty: 2609.988770
	Iteration 29Q: 3 clusters Score -379219.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -379219.187500 Penalty: 2609.988770
	Iteration 30Q: 3 clusters Score -379219.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -379220.312500 Penalty: 2609.988770
	Iteration 31Q: 3 clusters Score -379220.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -379220.406250 Penalty: 2609.988770
	Iteration 32Q: 3 clusters Score -379220.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -379221.750000 Penalty: 2609.988770
	Iteration 33Q: 3 clusters Score -379221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -379222.812500 Penalty: 2609.988770
	Iteration 34Q: 3 clusters Score -379222.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -379224.187500 Penalty: 2609.988770
	Iteration 35Q: 3 clusters Score -379224.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -379225.125000 Penalty: 2609.988770
	Iteration 36Q: 3 clusters Score -379225.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -379225.625000 Penalty: 2609.988770
	Iteration 37Q: 3 clusters Score -379225.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -379225.656250 Penalty: 2609.988770
	Iteration 38Q: 3 clusters Score -379225.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -379225.656250 Penalty: 2609.988770
	Iteration 39F: 3 clusters Score -379225.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (114896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114896 members 
Entering Unmasked Estep 
Score: -14845593.000000 Penalty: 1893.414795
	Iteration 0F: 2 clusters Score -1.484559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -14776224.000000 Penalty: 3786.829590
	Iteration 0F: 3 clusters Score -1.477622e+07 nChanged 55188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 59027 members 
Entering Unmasked Estep 
Score: -14808368.000000 Penalty: 3786.829590
	Iteration 1F: 3 clusters Score -1.480837e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -14809190.000000 Penalty: 3786.829590
	Iteration 2Q: 3 clusters Score -1.480919e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 61406 members 
Entering Unmasked Estep 
Score: -14810129.000000 Penalty: 3786.829590
	Iteration 3Q: 3 clusters Score -1.481013e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 63568 members 
Entering Unmasked Estep 
Score: -14811566.000000 Penalty: 3786.829590
	Iteration 4Q: 3 clusters Score -1.481157e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 66470 members 
Entering Unmasked Estep 
Score: -14813883.000000 Penalty: 3786.829590
	Iteration 5Q: 3 clusters Score -1.481388e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 70374 members 
Entering Unmasked Estep 
Score: -14817774.000000 Penalty: 3786.829590
	Iteration 6F: 3 clusters Score -1.481777e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 74834 members 
Entering Unmasked Estep 
Score: -14822915.000000 Penalty: 3786.829590
	Iteration 7F: 3 clusters Score -1.482292e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 78872 members 
Entering Unmasked Estep 
Score: -14828384.000000 Penalty: 3786.829590
	Iteration 8F: 3 clusters Score -1.482838e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 81925 members 
Entering Unmasked Estep 
Score: -14832518.000000 Penalty: 3786.829590
	Iteration 9F: 3 clusters Score -1.483252e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 84016 members 
Entering Unmasked Estep 
Score: -14834621.000000 Penalty: 3786.829590
	Iteration 10Q: 3 clusters Score -1.483462e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 85757 members 
Entering Unmasked Estep 
Score: -14835442.000000 Penalty: 3786.829590
	Iteration 11Q: 3 clusters Score -1.483544e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 87472 members 
Entering Unmasked Estep 
Score: -14836145.000000 Penalty: 3786.829590
	Iteration 12Q: 3 clusters Score -1.483614e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 89173 members 
Entering Unmasked Estep 
Score: -14836770.000000 Penalty: 3786.829590
	Iteration 13Q: 3 clusters Score -1.483677e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 90753 members 
Entering Unmasked Estep 
Score: -14837215.000000 Penalty: 3786.829590
	Iteration 14Q: 3 clusters Score -1.483722e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 92241 members 
Entering Unmasked Estep 
Score: -14837823.000000 Penalty: 3786.829590
	Iteration 15Q: 3 clusters Score -1.483782e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 93630 members 
Entering Unmasked Estep 
Score: -14838721.000000 Penalty: 3786.829590
	Iteration 16Q: 3 clusters Score -1.483872e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 95144 members 
Entering Unmasked Estep 
Score: -14839766.000000 Penalty: 3786.829590
	Iteration 17Q: 3 clusters Score -1.483977e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 96670 members 
Entering Unmasked Estep 
Score: -14840768.000000 Penalty: 3786.829590
	Iteration 18Q: 3 clusters Score -1.484077e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 98357 members 
Entering Unmasked Estep 
Score: -14841732.000000 Penalty: 3786.829590
	Iteration 19Q: 3 clusters Score -1.484173e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 100138 members 
Entering Unmasked Estep 
Score: -14842781.000000 Penalty: 3786.829590
	Iteration 20F: 3 clusters Score -1.484278e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 102010 members 
Entering Unmasked Estep 
Score: -14843991.000000 Penalty: 3786.829590
	Iteration 21Q: 3 clusters Score -1.484399e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 104061 members 
Entering Unmasked Estep 
Score: -14844802.000000 Penalty: 3786.829590
	Iteration 22Q: 3 clusters Score -1.48448e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 106316 members 
Entering Unmasked Estep 
Score: -14845487.000000 Penalty: 3786.829590
	Iteration 23Q: 3 clusters Score -1.484549e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 108597 members 
Entering Unmasked Estep 
Score: -14845700.000000 Penalty: 3786.829590
	Iteration 24Q: 3 clusters Score -1.48457e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 110675 members 
Entering Unmasked Estep 
Score: -14845697.000000 Penalty: 3786.829590
	Iteration 25Q: 3 clusters Score -1.48457e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 112353 members 
Entering Unmasked Estep 
Score: -14845291.000000 Penalty: 3786.829590
	Iteration 26Q: 3 clusters Score -1.484529e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 113513 members 
Entering Unmasked Estep 
Score: -14844897.000000 Penalty: 3786.829590
	Iteration 27Q: 3 clusters Score -1.48449e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 114101 members 
Entering Unmasked Estep 
Score: -14844539.000000 Penalty: 3786.829590
	Iteration 28Q: 3 clusters Score -1.484454e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 114365 members 
Entering Unmasked Estep 
Score: -14844384.000000 Penalty: 3786.829590
	Iteration 29Q: 3 clusters Score -1.484438e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 114485 members 
Entering Unmasked Estep 
Score: -14844337.000000 Penalty: 3786.829590
	Iteration 30Q: 3 clusters Score -1.484434e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 114534 members 
Entering Unmasked Estep 
Score: -14844352.000000 Penalty: 3786.829590
	Iteration 31Q: 3 clusters Score -1.484435e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 114562 members 
Entering Unmasked Estep 
Score: -14844364.000000 Penalty: 3786.829590
	Iteration 32Q: 3 clusters Score -1.484436e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 114578 members 
Entering Unmasked Estep 
Score: -14844393.000000 Penalty: 3786.829590
	Iteration 33Q: 3 clusters Score -1.484439e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 114583 members 
Entering Unmasked Estep 
Score: -14844394.000000 Penalty: 3786.829590
	Iteration 34Q: 3 clusters Score -1.484439e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 114589 members 
Entering Unmasked Estep 
Score: -14844403.000000 Penalty: 3786.829590
	Iteration 35Q: 3 clusters Score -1.48444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 114596 members 
Entering Unmasked Estep 
Score: -14844408.000000 Penalty: 3786.829590
	Iteration 36Q: 3 clusters Score -1.484441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 114598 members 
Entering Unmasked Estep 
Score: -14844420.000000 Penalty: 3786.829590
	Iteration 37Q: 3 clusters Score -1.484442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 114604 members 
Entering Unmasked Estep 
Score: -14844405.000000 Penalty: 3786.829590
	Iteration 38Q: 3 clusters Score -1.48444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 114609 members 
Entering Unmasked Estep 
Score: -14844401.000000 Penalty: 3786.829590
	Iteration 39Q: 3 clusters Score -1.48444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 114609 members 
Entering Unmasked Estep 
Score: -14844400.000000 Penalty: 3786.829590
	Iteration 40F: 3 clusters Score -1.48444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 114612 members 
Entering Unmasked Estep 
Score: -14844412.000000 Penalty: 3786.829590
	Iteration 41Q: 3 clusters Score -1.484441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 114613 members 
Entering Unmasked Estep 
Score: -14844412.000000 Penalty: 3786.829590
	Iteration 42Q: 3 clusters Score -1.484441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 114614 members 
Entering Unmasked Estep 
Score: -14844408.000000 Penalty: 3786.829590
	Iteration 43Q: 3 clusters Score -1.484441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 114614 members 
Entering Unmasked Estep 
Score: -14844408.000000 Penalty: 3786.829590
	Iteration 44F: 3 clusters Score -1.484441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -2492244.750000 Penalty: 1606.125000
	Iteration 0F: 2 clusters Score -2492245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2478803.500000 Penalty: 3212.250000
	Iteration 0F: 3 clusters Score -2478804 nChanged 8908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2483755.500000 Penalty: 3212.250000
	Iteration 1F: 3 clusters Score -2483756 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2484055.250000 Penalty: 3212.250000
	Iteration 2Q: 3 clusters Score -2484055 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2484375.250000 Penalty: 3212.250000
	Iteration 3Q: 3 clusters Score -2484375 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2484769.000000 Penalty: 3212.250000
	Iteration 4Q: 3 clusters Score -2484769 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2485228.000000 Penalty: 3212.250000
	Iteration 5Q: 3 clusters Score -2485228 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2485838.750000 Penalty: 3212.250000
	Iteration 6F: 3 clusters Score -2485839 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -2486543.750000 Penalty: 3212.250000
	Iteration 7F: 3 clusters Score -2486544 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2487254.500000 Penalty: 3212.250000
	Iteration 8F: 3 clusters Score -2487254 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2487889.750000 Penalty: 3212.250000
	Iteration 9F: 3 clusters Score -2487890 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2488461.500000 Penalty: 3212.250000
	Iteration 10Q: 3 clusters Score -2488462 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2488947.250000 Penalty: 3212.250000
	Iteration 11Q: 3 clusters Score -2488947 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2489388.500000 Penalty: 3212.250000
	Iteration 12Q: 3 clusters Score -2489388 nChanged 548
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: -2489816.500000 Penalty: 3212.250000
	Iteration 13Q: 3 clusters Score -2489816 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2490204.500000 Penalty: 3212.250000
	Iteration 14Q: 3 clusters Score -2490204 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2490443.750000 Penalty: 3212.250000
	Iteration 15Q: 3 clusters Score -2490444 nChanged 172
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: -2490578.750000 Penalty: 3212.250000
	Iteration 16Q: 3 clusters Score -2490579 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2490666.250000 Penalty: 3212.250000
	Iteration 17Q: 3 clusters Score -2490666 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2490719.000000 Penalty: 3212.250000
	Iteration 18Q: 3 clusters Score -2490719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2490755.500000 Penalty: 3212.250000
	Iteration 19Q: 3 clusters Score -2490756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2490776.750000 Penalty: 3212.250000
	Iteration 20F: 3 clusters Score -2490777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2490798.250000 Penalty: 3212.250000
	Iteration 21Q: 3 clusters Score -2490798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2490801.250000 Penalty: 3212.250000
	Iteration 22Q: 3 clusters Score -2490801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2490806.000000 Penalty: 3212.250000
	Iteration 23Q: 3 clusters Score -2490806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -2490809.500000 Penalty: 3212.250000
	Iteration 24Q: 3 clusters Score -2490810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2490811.750000 Penalty: 3212.250000
	Iteration 25Q: 3 clusters Score -2490812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2490812.500000 Penalty: 3212.250000
	Iteration 26Q: 3 clusters Score -2490812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2490812.500000 Penalty: 3212.250000
	Iteration 27F: 3 clusters Score -2490812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -58588.054688 Penalty: 1020.564331
	Iteration 0F: 2 clusters Score -58588.05 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 272 members 
Entering Unmasked Estep 
Score: -57548.105469 Penalty: 2041.128662
	Iteration 0F: 3 clusters Score -57548.11 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -57870.214844 Penalty: 2041.128662
	Iteration 1F: 3 clusters Score -57870.21 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57973.035156 Penalty: 2041.128662
	Iteration 2F: 3 clusters Score -57973.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -58035.656250 Penalty: 2041.128662
	Iteration 3F: 3 clusters Score -58035.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -58060.425781 Penalty: 2041.128662
	Iteration 4Q: 3 clusters Score -58060.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -58102.917969 Penalty: 2041.128662
	Iteration 5Q: 3 clusters Score -58102.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58147.019531 Penalty: 2041.128662
	Iteration 6Q: 3 clusters Score -58147.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58174.281250 Penalty: 2041.128662
	Iteration 7Q: 3 clusters Score -58174.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -58184.746094 Penalty: 2041.128662
	Iteration 8Q: 3 clusters Score -58184.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -58185.792969 Penalty: 2041.128662
	Iteration 9Q: 3 clusters Score -58185.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -58186.363281 Penalty: 2041.128662
	Iteration 10Q: 3 clusters Score -58186.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -58186.363281 Penalty: 2041.128662
	Iteration 11F: 3 clusters Score -58186.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 28584 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50513 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26253 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 82418 members 
Mstep: Class 11 contains 19121 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62361 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 114896 members 
Mstep: Class 23 contains 19611 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021268.000000 Penalty: 37888.101562
Iteration 199Q: 19 clusters Score -5.402127e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 28588 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50536 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26259 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 82367 members 
Mstep: Class 11 contains 19127 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62349 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 114911 members 
Mstep: Class 23 contains 19615 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021184.000000 Penalty: 37888.101562
Iteration 200F: 19 clusters Score -5.402118e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 28596 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50555 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26267 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 82319 members 
Mstep: Class 11 contains 19135 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62332 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 114923 members 
Mstep: Class 23 contains 19618 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021216.000000 Penalty: 37888.101562
Iteration 201Q: 19 clusters Score -5.402122e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 28604 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50571 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26274 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 82272 members 
Mstep: Class 11 contains 19140 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62310 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 114954 members 
Mstep: Class 23 contains 19615 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021184.000000 Penalty: 37888.101562
Iteration 202Q: 19 clusters Score -5.402118e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 28602 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50588 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26292 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 82232 members 
Mstep: Class 11 contains 19144 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62302 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 114967 members 
Mstep: Class 23 contains 19611 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021236.000000 Penalty: 37888.101562
Iteration 203Q: 19 clusters Score -5.402124e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 28600 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50600 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26305 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 82189 members 
Mstep: Class 11 contains 19155 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62308 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 114973 members 
Mstep: Class 23 contains 19607 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021240.000000 Penalty: 37888.101562
Iteration 204Q: 19 clusters Score -5.402124e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 28600 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50613 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26317 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 82155 members 
Mstep: Class 11 contains 19157 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62308 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 114979 members 
Mstep: Class 23 contains 19606 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021232.000000 Penalty: 37888.101562
Iteration 205Q: 19 clusters Score -5.402123e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 28603 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50626 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26318 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 82123 members 
Mstep: Class 11 contains 19159 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62306 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 114989 members 
Mstep: Class 23 contains 19608 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021236.000000 Penalty: 37888.101562
Iteration 206Q: 19 clusters Score -5.402124e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 28605 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50649 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26323 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 82084 members 
Mstep: Class 11 contains 19160 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62314 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 114992 members 
Mstep: Class 23 contains 19602 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021232.000000 Penalty: 37888.101562
Iteration 207Q: 19 clusters Score -5.402123e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 28607 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50654 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26327 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 82066 members 
Mstep: Class 11 contains 19167 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62305 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 115000 members 
Mstep: Class 23 contains 19600 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021272.000000 Penalty: 37888.101562
Iteration 208Q: 19 clusters Score -5.402127e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 28610 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50661 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26335 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 82053 members 
Mstep: Class 11 contains 19169 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62290 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 115000 members 
Mstep: Class 23 contains 19602 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021324.000000 Penalty: 37888.101562
Iteration 209Q: 19 clusters Score -5.402132e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 28616 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50679 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26340 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 82041 members 
Mstep: Class 11 contains 19167 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62278 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 114995 members 
Mstep: Class 23 contains 19599 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021340.000000 Penalty: 37888.101562
Iteration 210Q: 19 clusters Score -5.402134e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 28619 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50692 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26343 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 82024 members 
Mstep: Class 11 contains 19165 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62262 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 115005 members 
Mstep: Class 23 contains 19601 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021328.000000 Penalty: 37888.101562
Iteration 211Q: 19 clusters Score -5.402133e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 28620 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50705 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26347 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 82001 members 
Mstep: Class 11 contains 19168 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62258 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 115005 members 
Mstep: Class 23 contains 19602 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021336.000000 Penalty: 37888.101562
Iteration 212Q: 19 clusters Score -5.402134e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 28619 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50718 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26350 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81980 members 
Mstep: Class 11 contains 19166 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62255 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 115010 members 
Mstep: Class 23 contains 19603 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021328.000000 Penalty: 37888.101562
Iteration 213Q: 19 clusters Score -5.402133e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 28623 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50721 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26358 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81958 members 
Mstep: Class 11 contains 19165 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62251 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 115021 members 
Mstep: Class 23 contains 19602 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021268.000000 Penalty: 37888.101562
Iteration 214Q: 19 clusters Score -5.402127e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 28626 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50726 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26367 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81940 members 
Mstep: Class 11 contains 19163 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62240 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 115032 members 
Mstep: Class 23 contains 19602 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021252.000000 Penalty: 37888.101562
Iteration 215Q: 19 clusters Score -5.402125e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 28630 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50731 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26376 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81919 members 
Mstep: Class 11 contains 19165 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62231 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 115039 members 
Mstep: Class 23 contains 19603 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021288.000000 Penalty: 37888.101562
Iteration 216Q: 19 clusters Score -5.402129e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 28636 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50744 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26378 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81894 members 
Mstep: Class 11 contains 19165 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62237 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 115039 members 
Mstep: Class 23 contains 19599 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021240.000000 Penalty: 37888.101562
Iteration 217Q: 19 clusters Score -5.402124e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 28638 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50748 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26385 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81874 members 
Mstep: Class 11 contains 19168 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62229 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 115055 members 
Mstep: Class 23 contains 19595 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021256.000000 Penalty: 37888.101562
Iteration 218Q: 19 clusters Score -5.402126e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 28640 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50751 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26391 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81852 members 
Mstep: Class 11 contains 19172 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62228 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 115062 members 
Mstep: Class 23 contains 19593 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021240.000000 Penalty: 37888.101562
Iteration 219Q: 19 clusters Score -5.402124e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 28644 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50754 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26396 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81826 members 
Mstep: Class 11 contains 19177 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62241 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 115059 members 
Mstep: Class 23 contains 19593 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021268.000000 Penalty: 37888.101562
Iteration 220F: 19 clusters Score -5.402127e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 28651 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50758 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26399 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81812 members 
Mstep: Class 11 contains 19180 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62238 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 115060 members 
Mstep: Class 23 contains 19592 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021264.000000 Penalty: 37888.101562
Iteration 221Q: 19 clusters Score -5.402126e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 28655 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50763 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26403 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81803 members 
Mstep: Class 11 contains 19182 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62230 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 115064 members 
Mstep: Class 23 contains 19590 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021268.000000 Penalty: 37888.101562
Iteration 222Q: 19 clusters Score -5.402127e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 28656 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50767 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26404 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81795 members 
Mstep: Class 11 contains 19181 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62225 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 115074 members 
Mstep: Class 23 contains 19588 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021288.000000 Penalty: 37888.101562
Iteration 223Q: 19 clusters Score -5.402129e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 28658 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50772 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26408 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81792 members 
Mstep: Class 11 contains 19179 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62218 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 115076 members 
Mstep: Class 23 contains 19587 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021308.000000 Penalty: 37888.101562
Iteration 224Q: 19 clusters Score -5.402131e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 28660 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50778 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26412 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81785 members 
Mstep: Class 11 contains 19183 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62219 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 115067 members 
Mstep: Class 23 contains 19585 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021384.000000 Penalty: 37888.101562
Iteration 225Q: 19 clusters Score -5.402138e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 28662 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50783 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26418 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81779 members 
Mstep: Class 11 contains 19184 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62221 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 115057 members 
Mstep: Class 23 contains 19585 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021360.000000 Penalty: 37888.101562
Iteration 226Q: 19 clusters Score -5.402136e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 28663 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50787 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26420 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81771 members 
Mstep: Class 11 contains 19182 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62222 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 115058 members 
Mstep: Class 23 contains 19585 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021344.000000 Penalty: 37888.101562
Iteration 227Q: 19 clusters Score -5.402134e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 28663 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50789 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26423 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81769 members 
Mstep: Class 11 contains 19181 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62216 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 115062 members 
Mstep: Class 23 contains 19585 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021344.000000 Penalty: 37888.101562
Iteration 228Q: 19 clusters Score -5.402134e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 28665 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50791 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26426 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81770 members 
Mstep: Class 11 contains 19182 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62217 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 115052 members 
Mstep: Class 23 contains 19585 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021360.000000 Penalty: 37888.101562
Iteration 229Q: 19 clusters Score -5.402136e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 28667 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50793 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26426 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81763 members 
Mstep: Class 11 contains 19181 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62223 members 
Mstep: Class 20 contains 3073 members 
Mstep: Class 22 contains 115047 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 230Q: 19 clusters Score -5.40213e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 28667 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50793 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26427 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81762 members 
Mstep: Class 11 contains 19181 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62223 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115045 members 
Mstep: Class 23 contains 19584 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021308.000000 Penalty: 37888.101562
Iteration 231Q: 19 clusters Score -5.402131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 28669 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50797 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26427 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81761 members 
Mstep: Class 11 contains 19181 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62222 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115038 members 
Mstep: Class 23 contains 19585 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 232Q: 19 clusters Score -5.402128e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 28676 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50800 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26426 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81759 members 
Mstep: Class 11 contains 19181 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62223 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115029 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021300.000000 Penalty: 37888.101562
Iteration 233Q: 19 clusters Score -5.40213e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 28679 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50802 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26426 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81759 members 
Mstep: Class 11 contains 19181 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62222 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115025 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021312.000000 Penalty: 37888.101562
Iteration 234Q: 19 clusters Score -5.402131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 28681 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50801 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26426 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81758 members 
Mstep: Class 11 contains 19181 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62222 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115024 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021328.000000 Penalty: 37888.101562
Iteration 235Q: 19 clusters Score -5.402133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 28681 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50801 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26426 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81757 members 
Mstep: Class 11 contains 19182 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62222 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115025 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021312.000000 Penalty: 37888.101562
Iteration 236Q: 19 clusters Score -5.402131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 28682 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50801 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26426 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81757 members 
Mstep: Class 11 contains 19185 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62219 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115024 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021308.000000 Penalty: 37888.101562
Iteration 237Q: 19 clusters Score -5.402131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 28684 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50805 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26427 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81754 members 
Mstep: Class 11 contains 19183 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62220 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115022 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021280.000000 Penalty: 37888.101562
Iteration 238Q: 19 clusters Score -5.402128e+07 nChanged 14
Entering ConstructFrom: 
Score: -54021280.000000 Penalty: 37888.101562
Entering ConstructFrom: 
Trying to split cluster 1 (10939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Entering Unmasked Estep 
Score: -1432505.500000 Penalty: 1511.264648
	Iteration 0F: 2 clusters Score -1432506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1424715.750000 Penalty: 3022.529297
	Iteration 0F: 3 clusters Score -1424716 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1427262.000000 Penalty: 3022.529297
	Iteration 1F: 3 clusters Score -1427262 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1427523.250000 Penalty: 3022.529297
	Iteration 2F: 3 clusters Score -1427523 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1427736.125000 Penalty: 3022.529297
	Iteration 3Q: 3 clusters Score -1427736 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1427977.375000 Penalty: 3022.529297
	Iteration 4Q: 3 clusters Score -1427977 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1428303.750000 Penalty: 3022.529297
	Iteration 5F: 3 clusters Score -1428304 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1428688.125000 Penalty: 3022.529297
	Iteration 6F: 3 clusters Score -1428688 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1429153.000000 Penalty: 3022.529297
	Iteration 7F: 3 clusters Score -1429153 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1429667.250000 Penalty: 3022.529297
	Iteration 8F: 3 clusters Score -1429667 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1430091.125000 Penalty: 3022.529297
	Iteration 9Q: 3 clusters Score -1430091 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1430467.000000 Penalty: 3022.529297
	Iteration 10Q: 3 clusters Score -1430467 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1430761.250000 Penalty: 3022.529297
	Iteration 11Q: 3 clusters Score -1430761 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1430946.625000 Penalty: 3022.529297
	Iteration 12Q: 3 clusters Score -1430947 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1431051.000000 Penalty: 3022.529297
	Iteration 13Q: 3 clusters Score -1431051 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1431103.875000 Penalty: 3022.529297
	Iteration 14Q: 3 clusters Score -1431104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1431147.375000 Penalty: 3022.529297
	Iteration 15Q: 3 clusters Score -1431147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1431178.125000 Penalty: 3022.529297
	Iteration 16Q: 3 clusters Score -1431178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1431203.250000 Penalty: 3022.529297
	Iteration 17Q: 3 clusters Score -1431203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1431221.375000 Penalty: 3022.529297
	Iteration 18Q: 3 clusters Score -1431221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1431238.250000 Penalty: 3022.529297
	Iteration 19Q: 3 clusters Score -1431238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1431258.500000 Penalty: 3022.529297
	Iteration 20F: 3 clusters Score -1431258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1431277.125000 Penalty: 3022.529297
	Iteration 21Q: 3 clusters Score -1431277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1431290.000000 Penalty: 3022.529297
	Iteration 22Q: 3 clusters Score -1431290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1431297.375000 Penalty: 3022.529297
	Iteration 23Q: 3 clusters Score -1431297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1431306.000000 Penalty: 3022.529297
	Iteration 24Q: 3 clusters Score -1431306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1431308.500000 Penalty: 3022.529297
	Iteration 25Q: 3 clusters Score -1431308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1431308.500000 Penalty: 3022.529297
	Iteration 26Q: 3 clusters Score -1431308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1431311.625000 Penalty: 3022.529297
	Iteration 27Q: 3 clusters Score -1431312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1431313.500000 Penalty: 3022.529297
	Iteration 28Q: 3 clusters Score -1431314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1431314.000000 Penalty: 3022.529297
	Iteration 29Q: 3 clusters Score -1431314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1431317.375000 Penalty: 3022.529297
	Iteration 30Q: 3 clusters Score -1431317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1431317.000000 Penalty: 3022.529297
	Iteration 31Q: 3 clusters Score -1431317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1431317.000000 Penalty: 3022.529297
	Iteration 32F: 3 clusters Score -1431317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Entering Unmasked Estep 
Score: -3761346.000000 Penalty: 1667.921021
	Iteration 0F: 2 clusters Score -3761346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -3741837.250000 Penalty: 3335.842041
	Iteration 0F: 3 clusters Score -3741837 nChanged 13215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -3749363.750000 Penalty: 3335.842041
	Iteration 1F: 3 clusters Score -3749364 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -3749683.000000 Penalty: 3335.842041
	Iteration 2Q: 3 clusters Score -3749683 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3749991.500000 Penalty: 3335.842041
	Iteration 3Q: 3 clusters Score -3749992 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3750273.750000 Penalty: 3335.842041
	Iteration 4Q: 3 clusters Score -3750274 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -3750598.250000 Penalty: 3335.842041
	Iteration 5Q: 3 clusters Score -3750598 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -3750953.250000 Penalty: 3335.842041
	Iteration 6Q: 3 clusters Score -3750953 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -3751416.000000 Penalty: 3335.842041
	Iteration 7Q: 3 clusters Score -3751416 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -3752144.000000 Penalty: 3335.842041
	Iteration 8Q: 3 clusters Score -3752144 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -3753197.000000 Penalty: 3335.842041
	Iteration 9F: 3 clusters Score -3753197 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -3754647.000000 Penalty: 3335.842041
	Iteration 10F: 3 clusters Score -3754647 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -3756267.250000 Penalty: 3335.842041
	Iteration 11F: 3 clusters Score -3756267 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3757628.750000 Penalty: 3335.842041
	Iteration 12F: 3 clusters Score -3757629 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3758485.000000 Penalty: 3335.842041
	Iteration 13Q: 3 clusters Score -3758485 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3758982.500000 Penalty: 3335.842041
	Iteration 14Q: 3 clusters Score -3758982 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3759267.000000 Penalty: 3335.842041
	Iteration 15Q: 3 clusters Score -3759267 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3759442.500000 Penalty: 3335.842041
	Iteration 16Q: 3 clusters Score -3759442 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3759560.500000 Penalty: 3335.842041
	Iteration 17Q: 3 clusters Score -3759560 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3759639.000000 Penalty: 3335.842041
	Iteration 18Q: 3 clusters Score -3759639 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3759703.500000 Penalty: 3335.842041
	Iteration 19Q: 3 clusters Score -3759704 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3759757.750000 Penalty: 3335.842041
	Iteration 20F: 3 clusters Score -3759758 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3759788.250000 Penalty: 3335.842041
	Iteration 21Q: 3 clusters Score -3759788 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3759826.750000 Penalty: 3335.842041
	Iteration 22Q: 3 clusters Score -3759827 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3759864.000000 Penalty: 3335.842041
	Iteration 23Q: 3 clusters Score -3759864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3759886.000000 Penalty: 3335.842041
	Iteration 24Q: 3 clusters Score -3759886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3759896.500000 Penalty: 3335.842041
	Iteration 25Q: 3 clusters Score -3759896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3759908.000000 Penalty: 3335.842041
	Iteration 26Q: 3 clusters Score -3759908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3759927.250000 Penalty: 3335.842041
	Iteration 27Q: 3 clusters Score -3759927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3759934.750000 Penalty: 3335.842041
	Iteration 28Q: 3 clusters Score -3759935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3759947.750000 Penalty: 3335.842041
	Iteration 29Q: 3 clusters Score -3759948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3759958.000000 Penalty: 3335.842041
	Iteration 30Q: 3 clusters Score -3759958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3759968.000000 Penalty: 3335.842041
	Iteration 31Q: 3 clusters Score -3759968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3759974.500000 Penalty: 3335.842041
	Iteration 32Q: 3 clusters Score -3759974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3759975.750000 Penalty: 3335.842041
	Iteration 33Q: 3 clusters Score -3759976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3759974.750000 Penalty: 3335.842041
	Iteration 34Q: 3 clusters Score -3759975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3759976.500000 Penalty: 3335.842041
	Iteration 35Q: 3 clusters Score -3759976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3759980.250000 Penalty: 3335.842041
	Iteration 36Q: 3 clusters Score -3759980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3759982.750000 Penalty: 3335.842041
	Iteration 37Q: 3 clusters Score -3759983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3759985.750000 Penalty: 3335.842041
	Iteration 38Q: 3 clusters Score -3759986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3759987.250000 Penalty: 3335.842041
	Iteration 39Q: 3 clusters Score -3759987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3759993.250000 Penalty: 3335.842041
	Iteration 40F: 3 clusters Score -3759993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3759992.000000 Penalty: 3335.842041
	Iteration 41Q: 3 clusters Score -3759992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3759990.750000 Penalty: 3335.842041
	Iteration 42Q: 3 clusters Score -3759991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3759994.250000 Penalty: 3335.842041
	Iteration 43Q: 3 clusters Score -3759994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3759993.000000 Penalty: 3335.842041
	Iteration 44Q: 3 clusters Score -3759993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3759993.000000 Penalty: 3335.842041
	Iteration 45F: 3 clusters Score -3759993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -13565.537109 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -13565.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12898.951172 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -12898.95 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13161.483398 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -13161.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13201.845703 Penalty: 1855.888672
	Iteration 2Q: 3 clusters Score -13201.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13210.730469 Penalty: 1855.888672
	Iteration 3Q: 3 clusters Score -13210.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13230.431641 Penalty: 1855.888672
	Iteration 4Q: 3 clusters Score -13230.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13291.523438 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -13291.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13311.538086 Penalty: 1855.888672
	Iteration 6Q: 3 clusters Score -13311.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -13371.929688 Penalty: 1855.888672
	Iteration 7Q: 3 clusters Score -13371.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13384.745117 Penalty: 1855.888672
	Iteration 8Q: 3 clusters Score -13384.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -13394.677734 Penalty: 1855.888672
	Iteration 9Q: 3 clusters Score -13394.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -13400.534180 Penalty: 1855.888672
	Iteration 10Q: 3 clusters Score -13400.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13418.886719 Penalty: 1855.888672
	Iteration 11Q: 3 clusters Score -13418.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -13430.837891 Penalty: 1855.888672
	Iteration 12F: 3 clusters Score -13430.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13552.666992 Penalty: 1855.888672
	Iteration 13Q: 3 clusters Score -13552.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13570.053711 Penalty: 1855.888672
	Iteration 14Q: 3 clusters Score -13570.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13573.888672 Penalty: 1855.888672
	Iteration 15Q: 3 clusters Score -13573.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13574.311523 Penalty: 1855.888672
	Iteration 16F: 3 clusters Score -13574.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -13609.914062 Penalty: 1855.888672
	Iteration 17Q: 3 clusters Score -13609.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13617.373047 Penalty: 1855.888672
	Iteration 18Q: 3 clusters Score -13617.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13620.927734 Penalty: 1855.888672
	Iteration 19Q: 3 clusters Score -13620.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13621.883789 Penalty: 1855.888672
	Iteration 20F: 3 clusters Score -13621.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 28685 members 
Mstep: Class 3 contains 123 members 
Mstep: Class 4 contains 179 members 
Mstep: Class 5 contains 50808 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26427 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81749 members 
Mstep: Class 11 contains 19184 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62222 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115017 members 
Mstep: Class 23 contains 19587 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
Score: -54020224.000000 Penalty: 39992.996094
Splitting cluster 3 changes total score from -54021280.000000 to -54020224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (50808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Entering Unmasked Estep 
Score: -6606104.500000 Penalty: 1760.818970
	Iteration 0F: 2 clusters Score -6606104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -6572318.000000 Penalty: 3521.637939
	Iteration 0F: 3 clusters Score -6572318 nChanged 23867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -6586115.500000 Penalty: 3521.637939
	Iteration 1F: 3 clusters Score -6586116 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -6587257.500000 Penalty: 3521.637939
	Iteration 2F: 3 clusters Score -6587258 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -6589081.000000 Penalty: 3521.637939
	Iteration 3F: 3 clusters Score -6589081 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -6591993.000000 Penalty: 3521.637939
	Iteration 4F: 3 clusters Score -6591993 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -6595657.500000 Penalty: 3521.637939
	Iteration 5F: 3 clusters Score -6595658 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -6599273.000000 Penalty: 3521.637939
	Iteration 6F: 3 clusters Score -6599273 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -6601876.000000 Penalty: 3521.637939
	Iteration 7F: 3 clusters Score -6601876 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6603278.500000 Penalty: 3521.637939
	Iteration 8Q: 3 clusters Score -6603278 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6603867.000000 Penalty: 3521.637939
	Iteration 9Q: 3 clusters Score -6603867 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50217 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6604169.000000 Penalty: 3521.637939
	Iteration 10Q: 3 clusters Score -6604169 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6604308.500000 Penalty: 3521.637939
	Iteration 11Q: 3 clusters Score -6604308 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6604419.500000 Penalty: 3521.637939
	Iteration 12Q: 3 clusters Score -6604420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6604462.500000 Penalty: 3521.637939
	Iteration 13Q: 3 clusters Score -6604462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6604487.500000 Penalty: 3521.637939
	Iteration 14Q: 3 clusters Score -6604488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6604503.000000 Penalty: 3521.637939
	Iteration 15Q: 3 clusters Score -6604503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6604517.000000 Penalty: 3521.637939
	Iteration 16Q: 3 clusters Score -6604517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6604546.500000 Penalty: 3521.637939
	Iteration 17Q: 3 clusters Score -6604546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6604562.000000 Penalty: 3521.637939
	Iteration 18Q: 3 clusters Score -6604562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -6604578.500000 Penalty: 3521.637939
	Iteration 19Q: 3 clusters Score -6604578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50586 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6604577.500000 Penalty: 3521.637939
	Iteration 20F: 3 clusters Score -6604578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6604579.000000 Penalty: 3521.637939
	Iteration 21Q: 3 clusters Score -6604579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50590 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6604579.000000 Penalty: 3521.637939
	Iteration 22Q: 3 clusters Score -6604579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50590 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -6604579.000000 Penalty: 3521.637939
	Iteration 23F: 3 clusters Score -6604579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -51917.058594 Penalty: 939.871643
	Iteration 0F: 2 clusters Score -51917.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -50965.773438 Penalty: 1879.743286
	Iteration 0F: 3 clusters Score -50965.77 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51078.343750 Penalty: 1879.743286
	Iteration 1F: 3 clusters Score -51078.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -51116.914062 Penalty: 1879.743286
	Iteration 2Q: 3 clusters Score -51116.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51124.179688 Penalty: 1879.743286
	Iteration 3Q: 3 clusters Score -51124.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51128.101562 Penalty: 1879.743286
	Iteration 4Q: 3 clusters Score -51128.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51131.257812 Penalty: 1879.743286
	Iteration 5Q: 3 clusters Score -51131.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51131.257812 Penalty: 1879.743286
	Iteration 6F: 3 clusters Score -51131.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Entering Unmasked Estep 
Score: -3458750.250000 Penalty: 1654.598022
	Iteration 0F: 2 clusters Score -3458750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -3440995.750000 Penalty: 3309.196045
	Iteration 0F: 3 clusters Score -3440996 nChanged 11996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -3447558.250000 Penalty: 3309.196045
	Iteration 1F: 3 clusters Score -3447558 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -3447997.000000 Penalty: 3309.196045
	Iteration 2Q: 3 clusters Score -3447997 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3448435.500000 Penalty: 3309.196045
	Iteration 3Q: 3 clusters Score -3448436 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -3448940.000000 Penalty: 3309.196045
	Iteration 4Q: 3 clusters Score -3448940 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -3449649.000000 Penalty: 3309.196045
	Iteration 5Q: 3 clusters Score -3449649 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -3450534.000000 Penalty: 3309.196045
	Iteration 6F: 3 clusters Score -3450534 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -3451646.250000 Penalty: 3309.196045
	Iteration 7F: 3 clusters Score -3451646 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -3452731.000000 Penalty: 3309.196045
	Iteration 8F: 3 clusters Score -3452731 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -3453466.750000 Penalty: 3309.196045
	Iteration 9Q: 3 clusters Score -3453467 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3453884.500000 Penalty: 3309.196045
	Iteration 10Q: 3 clusters Score -3453884 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -3454134.500000 Penalty: 3309.196045
	Iteration 11Q: 3 clusters Score -3454134 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -3454335.250000 Penalty: 3309.196045
	Iteration 12Q: 3 clusters Score -3454335 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -3454561.250000 Penalty: 3309.196045
	Iteration 13Q: 3 clusters Score -3454561 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -3454796.500000 Penalty: 3309.196045
	Iteration 14Q: 3 clusters Score -3454796 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -3455026.750000 Penalty: 3309.196045
	Iteration 15Q: 3 clusters Score -3455027 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -3455242.750000 Penalty: 3309.196045
	Iteration 16Q: 3 clusters Score -3455243 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -3455425.250000 Penalty: 3309.196045
	Iteration 17Q: 3 clusters Score -3455425 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -3455610.000000 Penalty: 3309.196045
	Iteration 18Q: 3 clusters Score -3455610 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -3455804.750000 Penalty: 3309.196045
	Iteration 19Q: 3 clusters Score -3455805 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3456021.250000 Penalty: 3309.196045
	Iteration 20F: 3 clusters Score -3456021 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3456183.250000 Penalty: 3309.196045
	Iteration 21Q: 3 clusters Score -3456183 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -3456334.750000 Penalty: 3309.196045
	Iteration 22Q: 3 clusters Score -3456335 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3456475.750000 Penalty: 3309.196045
	Iteration 23Q: 3 clusters Score -3456476 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -3456613.000000 Penalty: 3309.196045
	Iteration 24Q: 3 clusters Score -3456613 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -3456744.500000 Penalty: 3309.196045
	Iteration 25Q: 3 clusters Score -3456744 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3456825.750000 Penalty: 3309.196045
	Iteration 26Q: 3 clusters Score -3456826 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3456901.250000 Penalty: 3309.196045
	Iteration 27Q: 3 clusters Score -3456901 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3456952.750000 Penalty: 3309.196045
	Iteration 28Q: 3 clusters Score -3456953 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3456998.250000 Penalty: 3309.196045
	Iteration 29Q: 3 clusters Score -3456998 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3457037.000000 Penalty: 3309.196045
	Iteration 30Q: 3 clusters Score -3457037 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3457063.750000 Penalty: 3309.196045
	Iteration 31Q: 3 clusters Score -3457064 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3457082.750000 Penalty: 3309.196045
	Iteration 32Q: 3 clusters Score -3457083 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3457093.750000 Penalty: 3309.196045
	Iteration 33Q: 3 clusters Score -3457094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3457121.750000 Penalty: 3309.196045
	Iteration 34Q: 3 clusters Score -3457122 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3457139.750000 Penalty: 3309.196045
	Iteration 35Q: 3 clusters Score -3457140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3457160.500000 Penalty: 3309.196045
	Iteration 36Q: 3 clusters Score -3457160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3457175.750000 Penalty: 3309.196045
	Iteration 37Q: 3 clusters Score -3457176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3457179.500000 Penalty: 3309.196045
	Iteration 38Q: 3 clusters Score -3457180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3457188.750000 Penalty: 3309.196045
	Iteration 39Q: 3 clusters Score -3457189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3457196.250000 Penalty: 3309.196045
	Iteration 40F: 3 clusters Score -3457196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3457200.250000 Penalty: 3309.196045
	Iteration 41Q: 3 clusters Score -3457200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3457200.750000 Penalty: 3309.196045
	Iteration 42Q: 3 clusters Score -3457201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3457214.750000 Penalty: 3309.196045
	Iteration 43Q: 3 clusters Score -3457215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3457215.500000 Penalty: 3309.196045
	Iteration 44Q: 3 clusters Score -3457216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3457228.000000 Penalty: 3309.196045
	Iteration 45Q: 3 clusters Score -3457228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3457231.250000 Penalty: 3309.196045
	Iteration 46Q: 3 clusters Score -3457231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3457232.500000 Penalty: 3309.196045
	Iteration 47Q: 3 clusters Score -3457232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3457232.750000 Penalty: 3309.196045
	Iteration 48Q: 3 clusters Score -3457233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3457234.750000 Penalty: 3309.196045
	Iteration 49Q: 3 clusters Score -3457235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3457235.750000 Penalty: 3309.196045
	Iteration 50Q: 3 clusters Score -3457236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3457239.500000 Penalty: 3309.196045
	Iteration 51Q: 3 clusters Score -3457240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3457240.500000 Penalty: 3309.196045
	Iteration 52Q: 3 clusters Score -3457240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3457242.250000 Penalty: 3309.196045
	Iteration 53Q: 3 clusters Score -3457242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3457247.500000 Penalty: 3309.196045
	Iteration 54Q: 3 clusters Score -3457248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3457249.500000 Penalty: 3309.196045
	Iteration 55Q: 3 clusters Score -3457250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3457250.000000 Penalty: 3309.196045
	Iteration 56Q: 3 clusters Score -3457250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3457247.250000 Penalty: 3309.196045
	Iteration 57Q: 3 clusters Score -3457247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3457248.500000 Penalty: 3309.196045
	Iteration 58Q: 3 clusters Score -3457248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3457259.500000 Penalty: 3309.196045
	Iteration 59Q: 3 clusters Score -3457260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3457260.500000 Penalty: 3309.196045
	Iteration 60F: 3 clusters Score -3457260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3457260.250000 Penalty: 3309.196045
	Iteration 61Q: 3 clusters Score -3457260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3457264.250000 Penalty: 3309.196045
	Iteration 62Q: 3 clusters Score -3457264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3457264.250000 Penalty: 3309.196045
	Iteration 63Q: 3 clusters Score -3457264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3457268.500000 Penalty: 3309.196045
	Iteration 64Q: 3 clusters Score -3457268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3457268.750000 Penalty: 3309.196045
	Iteration 65Q: 3 clusters Score -3457269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3457272.750000 Penalty: 3309.196045
	Iteration 66Q: 3 clusters Score -3457273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3457271.500000 Penalty: 3309.196045
	Iteration 67Q: 3 clusters Score -3457272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3457269.000000 Penalty: 3309.196045
	Iteration 68Q: 3 clusters Score -3457269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3457272.000000 Penalty: 3309.196045
	Iteration 69Q: 3 clusters Score -3457272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3457279.000000 Penalty: 3309.196045
	Iteration 70Q: 3 clusters Score -3457279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3457278.500000 Penalty: 3309.196045
	Iteration 71Q: 3 clusters Score -3457278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3457281.750000 Penalty: 3309.196045
	Iteration 72Q: 3 clusters Score -3457282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3457283.500000 Penalty: 3309.196045
	Iteration 73Q: 3 clusters Score -3457284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3457286.750000 Penalty: 3309.196045
	Iteration 74Q: 3 clusters Score -3457287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3457286.500000 Penalty: 3309.196045
	Iteration 75Q: 3 clusters Score -3457286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3457289.750000 Penalty: 3309.196045
	Iteration 76Q: 3 clusters Score -3457290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3457290.000000 Penalty: 3309.196045
	Iteration 77Q: 3 clusters Score -3457290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3457294.500000 Penalty: 3309.196045
	Iteration 78Q: 3 clusters Score -3457294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3457299.500000 Penalty: 3309.196045
	Iteration 79Q: 3 clusters Score -3457300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3457299.250000 Penalty: 3309.196045
	Iteration 80F: 3 clusters Score -3457299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3457305.250000 Penalty: 3309.196045
	Iteration 81Q: 3 clusters Score -3457305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3457306.750000 Penalty: 3309.196045
	Iteration 82Q: 3 clusters Score -3457307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3457311.000000 Penalty: 3309.196045
	Iteration 83Q: 3 clusters Score -3457311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3457314.250000 Penalty: 3309.196045
	Iteration 84Q: 3 clusters Score -3457314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3457319.000000 Penalty: 3309.196045
	Iteration 85Q: 3 clusters Score -3457319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3457324.250000 Penalty: 3309.196045
	Iteration 86Q: 3 clusters Score -3457324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3457328.750000 Penalty: 3309.196045
	Iteration 87Q: 3 clusters Score -3457329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3457331.500000 Penalty: 3309.196045
	Iteration 88Q: 3 clusters Score -3457332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3457331.000000 Penalty: 3309.196045
	Iteration 89Q: 3 clusters Score -3457331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3457333.500000 Penalty: 3309.196045
	Iteration 90Q: 3 clusters Score -3457334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3457331.500000 Penalty: 3309.196045
	Iteration 91Q: 3 clusters Score -3457332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3457331.250000 Penalty: 3309.196045
	Iteration 92Q: 3 clusters Score -3457331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3457334.250000 Penalty: 3309.196045
	Iteration 93Q: 3 clusters Score -3457334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3457334.750000 Penalty: 3309.196045
	Iteration 94Q: 3 clusters Score -3457335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3457334.000000 Penalty: 3309.196045
	Iteration 95Q: 3 clusters Score -3457334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3457330.750000 Penalty: 3309.196045
	Iteration 96Q: 3 clusters Score -3457331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3457335.750000 Penalty: 3309.196045
	Iteration 97Q: 3 clusters Score -3457336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3457334.750000 Penalty: 3309.196045
	Iteration 98Q: 3 clusters Score -3457335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3457337.000000 Penalty: 3309.196045
	Iteration 99Q: 3 clusters Score -3457337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3457339.500000 Penalty: 3309.196045
	Iteration 100F: 3 clusters Score -3457340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3457337.250000 Penalty: 3309.196045
	Iteration 101Q: 3 clusters Score -3457337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3457342.750000 Penalty: 3309.196045
	Iteration 102Q: 3 clusters Score -3457343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3457342.250000 Penalty: 3309.196045
	Iteration 103Q: 3 clusters Score -3457342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3457344.000000 Penalty: 3309.196045
	Iteration 104Q: 3 clusters Score -3457344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3457343.750000 Penalty: 3309.196045
	Iteration 105Q: 3 clusters Score -3457344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3457342.000000 Penalty: 3309.196045
	Iteration 106Q: 3 clusters Score -3457342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3457342.000000 Penalty: 3309.196045
	Iteration 107F: 3 clusters Score -3457342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -54273.546875 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -54273.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53210.378906 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -53210.38 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -53403.570312 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -53403.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -53440.875000 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -53440.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53456.289062 Penalty: 2053.078613
	Iteration 3Q: 3 clusters Score -53456.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53468.097656 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -53468.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53476.000000 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -53476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53477.988281 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -53477.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53478.957031 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -53478.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53480.910156 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -53480.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53481.652344 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -53481.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53481.652344 Penalty: 2053.078613
	Iteration 10F: 3 clusters Score -53481.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -101101.359375 Penalty: 1081.299805
	Iteration 0F: 2 clusters Score -101101.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -99804.882812 Penalty: 2162.599609
	Iteration 0F: 3 clusters Score -99804.88 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -99999.828125 Penalty: 2162.599609
	Iteration 1F: 3 clusters Score -99999.83 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -100061.695312 Penalty: 2162.599609
	Iteration 2F: 3 clusters Score -100061.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -100087.656250 Penalty: 2162.599609
	Iteration 3Q: 3 clusters Score -100087.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -100112.070312 Penalty: 2162.599609
	Iteration 4Q: 3 clusters Score -100112.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -100133.570312 Penalty: 2162.599609
	Iteration 5Q: 3 clusters Score -100133.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -100160.210938 Penalty: 2162.599609
	Iteration 6Q: 3 clusters Score -100160.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -100178.250000 Penalty: 2162.599609
	Iteration 7Q: 3 clusters Score -100178.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -100195.976562 Penalty: 2162.599609
	Iteration 8Q: 3 clusters Score -100196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -100222.593750 Penalty: 2162.599609
	Iteration 9Q: 3 clusters Score -100222.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -100239.093750 Penalty: 2162.599609
	Iteration 10Q: 3 clusters Score -100239.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -100253.992188 Penalty: 2162.599609
	Iteration 11Q: 3 clusters Score -100254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -100263.132812 Penalty: 2162.599609
	Iteration 12Q: 3 clusters Score -100263.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -100269.382812 Penalty: 2162.599609
	Iteration 13Q: 3 clusters Score -100269.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -100275.648438 Penalty: 2162.599609
	Iteration 14Q: 3 clusters Score -100275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -100281.226562 Penalty: 2162.599609
	Iteration 15Q: 3 clusters Score -100281.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -100283.960938 Penalty: 2162.599609
	Iteration 16Q: 3 clusters Score -100284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -100284.265625 Penalty: 2162.599609
	Iteration 17Q: 3 clusters Score -100284.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -100284.265625 Penalty: 2162.599609
	Iteration 18F: 3 clusters Score -100284.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (81749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81749 members 
Entering Unmasked Estep 
Score: -10696480.000000 Penalty: 1838.104004
	Iteration 0F: 2 clusters Score -1.069648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -10649757.000000 Penalty: 3676.208008
	Iteration 0F: 3 clusters Score -1.064976e+07 nChanged 38816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -10672383.000000 Penalty: 3676.208008
	Iteration 1F: 3 clusters Score -1.067238e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -10673173.000000 Penalty: 3676.208008
	Iteration 2Q: 3 clusters Score -1.067317e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -10674121.000000 Penalty: 3676.208008
	Iteration 3Q: 3 clusters Score -1.067412e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -10675437.000000 Penalty: 3676.208008
	Iteration 4Q: 3 clusters Score -1.067544e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -10677219.000000 Penalty: 3676.208008
	Iteration 5Q: 3 clusters Score -1.067722e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -10680048.000000 Penalty: 3676.208008
	Iteration 6F: 3 clusters Score -1.068005e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -10683764.000000 Penalty: 3676.208008
	Iteration 7F: 3 clusters Score -1.068376e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -10687358.000000 Penalty: 3676.208008
	Iteration 8F: 3 clusters Score -1.068736e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56826 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -10689742.000000 Penalty: 3676.208008
	Iteration 9F: 3 clusters Score -1.068974e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -10690629.000000 Penalty: 3676.208008
	Iteration 10Q: 3 clusters Score -1.069063e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -10690992.000000 Penalty: 3676.208008
	Iteration 11Q: 3 clusters Score -1.069099e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60285 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -10691292.000000 Penalty: 3676.208008
	Iteration 12Q: 3 clusters Score -1.069129e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61307 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -10691504.000000 Penalty: 3676.208008
	Iteration 13Q: 3 clusters Score -1.06915e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62288 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -10691696.000000 Penalty: 3676.208008
	Iteration 14Q: 3 clusters Score -1.06917e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -10691869.000000 Penalty: 3676.208008
	Iteration 15Q: 3 clusters Score -1.069187e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63950 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -10691998.000000 Penalty: 3676.208008
	Iteration 16Q: 3 clusters Score -1.0692e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64648 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -10692044.000000 Penalty: 3676.208008
	Iteration 17Q: 3 clusters Score -1.069204e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65265 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -10692138.000000 Penalty: 3676.208008
	Iteration 18Q: 3 clusters Score -1.069214e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65809 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -10692161.000000 Penalty: 3676.208008
	Iteration 19Q: 3 clusters Score -1.069216e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -10692230.000000 Penalty: 3676.208008
	Iteration 20F: 3 clusters Score -1.069223e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -10692322.000000 Penalty: 3676.208008
	Iteration 21Q: 3 clusters Score -1.069232e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67101 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -10692347.000000 Penalty: 3676.208008
	Iteration 22Q: 3 clusters Score -1.069235e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67428 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -10692341.000000 Penalty: 3676.208008
	Iteration 23Q: 3 clusters Score -1.069234e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67686 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -10692333.000000 Penalty: 3676.208008
	Iteration 24Q: 3 clusters Score -1.069233e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67931 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -10692327.000000 Penalty: 3676.208008
	Iteration 25Q: 3 clusters Score -1.069233e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68161 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -10692379.000000 Penalty: 3676.208008
	Iteration 26Q: 3 clusters Score -1.069238e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68355 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -10692349.000000 Penalty: 3676.208008
	Iteration 27Q: 3 clusters Score -1.069235e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -10692391.000000 Penalty: 3676.208008
	Iteration 28Q: 3 clusters Score -1.069239e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68752 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -10692408.000000 Penalty: 3676.208008
	Iteration 29Q: 3 clusters Score -1.069241e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68920 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -10692411.000000 Penalty: 3676.208008
	Iteration 30Q: 3 clusters Score -1.069241e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69062 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -10692417.000000 Penalty: 3676.208008
	Iteration 31Q: 3 clusters Score -1.069242e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69210 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -10692423.000000 Penalty: 3676.208008
	Iteration 32Q: 3 clusters Score -1.069242e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69322 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -10692419.000000 Penalty: 3676.208008
	Iteration 33Q: 3 clusters Score -1.069242e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69401 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -10692432.000000 Penalty: 3676.208008
	Iteration 34Q: 3 clusters Score -1.069243e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69487 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -10692453.000000 Penalty: 3676.208008
	Iteration 35Q: 3 clusters Score -1.069245e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69549 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -10692465.000000 Penalty: 3676.208008
	Iteration 36Q: 3 clusters Score -1.069246e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69594 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -10692480.000000 Penalty: 3676.208008
	Iteration 37Q: 3 clusters Score -1.069248e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69632 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -10692461.000000 Penalty: 3676.208008
	Iteration 38Q: 3 clusters Score -1.069246e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69672 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -10692474.000000 Penalty: 3676.208008
	Iteration 39Q: 3 clusters Score -1.069247e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69728 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -10692449.000000 Penalty: 3676.208008
	Iteration 40F: 3 clusters Score -1.069245e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69776 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -10692466.000000 Penalty: 3676.208008
	Iteration 41Q: 3 clusters Score -1.069247e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69820 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -10692467.000000 Penalty: 3676.208008
	Iteration 42Q: 3 clusters Score -1.069247e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69861 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -10692457.000000 Penalty: 3676.208008
	Iteration 43Q: 3 clusters Score -1.069246e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69885 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -10692458.000000 Penalty: 3676.208008
	Iteration 44Q: 3 clusters Score -1.069246e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69910 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -10692450.000000 Penalty: 3676.208008
	Iteration 45Q: 3 clusters Score -1.069245e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69902 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -10692469.000000 Penalty: 3676.208008
	Iteration 46Q: 3 clusters Score -1.069247e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69899 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -10692433.000000 Penalty: 3676.208008
	Iteration 47Q: 3 clusters Score -1.069243e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -10692430.000000 Penalty: 3676.208008
	Iteration 48Q: 3 clusters Score -1.069243e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69809 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -10692432.000000 Penalty: 3676.208008
	Iteration 49Q: 3 clusters Score -1.069243e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69737 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -10692451.000000 Penalty: 3676.208008
	Iteration 50Q: 3 clusters Score -1.069245e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69649 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -10692458.000000 Penalty: 3676.208008
	Iteration 51Q: 3 clusters Score -1.069246e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69580 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -10692424.000000 Penalty: 3676.208008
	Iteration 52Q: 3 clusters Score -1.069242e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69514 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -10692380.000000 Penalty: 3676.208008
	Iteration 53Q: 3 clusters Score -1.069238e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69418 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -10692367.000000 Penalty: 3676.208008
	Iteration 54Q: 3 clusters Score -1.069237e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69323 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -10692341.000000 Penalty: 3676.208008
	Iteration 55Q: 3 clusters Score -1.069234e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69223 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -10692378.000000 Penalty: 3676.208008
	Iteration 56Q: 3 clusters Score -1.069238e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69111 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -10692351.000000 Penalty: 3676.208008
	Iteration 57Q: 3 clusters Score -1.069235e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -10692355.000000 Penalty: 3676.208008
	Iteration 58Q: 3 clusters Score -1.069236e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68904 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -10692337.000000 Penalty: 3676.208008
	Iteration 59Q: 3 clusters Score -1.069234e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68742 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -10692330.000000 Penalty: 3676.208008
	Iteration 60F: 3 clusters Score -1.069233e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68582 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -10692271.000000 Penalty: 3676.208008
	Iteration 61Q: 3 clusters Score -1.069227e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68415 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -10692261.000000 Penalty: 3676.208008
	Iteration 62Q: 3 clusters Score -1.069226e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68234 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -10692255.000000 Penalty: 3676.208008
	Iteration 63Q: 3 clusters Score -1.069226e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68040 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -10692270.000000 Penalty: 3676.208008
	Iteration 64Q: 3 clusters Score -1.069227e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67846 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -10692278.000000 Penalty: 3676.208008
	Iteration 65Q: 3 clusters Score -1.069228e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67639 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -10692292.000000 Penalty: 3676.208008
	Iteration 66Q: 3 clusters Score -1.069229e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67454 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -10692287.000000 Penalty: 3676.208008
	Iteration 67Q: 3 clusters Score -1.069229e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67267 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -10692251.000000 Penalty: 3676.208008
	Iteration 68Q: 3 clusters Score -1.069225e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67067 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -10692277.000000 Penalty: 3676.208008
	Iteration 69Q: 3 clusters Score -1.069228e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66856 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -10692208.000000 Penalty: 3676.208008
	Iteration 70Q: 3 clusters Score -1.069221e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -10692185.000000 Penalty: 3676.208008
	Iteration 71Q: 3 clusters Score -1.069218e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66398 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -10692145.000000 Penalty: 3676.208008
	Iteration 72Q: 3 clusters Score -1.069214e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66162 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -10692130.000000 Penalty: 3676.208008
	Iteration 73Q: 3 clusters Score -1.069213e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65936 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -10692134.000000 Penalty: 3676.208008
	Iteration 74Q: 3 clusters Score -1.069213e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65700 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -10692119.000000 Penalty: 3676.208008
	Iteration 75Q: 3 clusters Score -1.069212e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -10692117.000000 Penalty: 3676.208008
	Iteration 76Q: 3 clusters Score -1.069212e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65240 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -10692112.000000 Penalty: 3676.208008
	Iteration 77Q: 3 clusters Score -1.069211e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65000 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -10692123.000000 Penalty: 3676.208008
	Iteration 78Q: 3 clusters Score -1.069212e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64761 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -10692131.000000 Penalty: 3676.208008
	Iteration 79Q: 3 clusters Score -1.069213e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64515 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -10692124.000000 Penalty: 3676.208008
	Iteration 80F: 3 clusters Score -1.069212e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64293 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -10692103.000000 Penalty: 3676.208008
	Iteration 81Q: 3 clusters Score -1.06921e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64069 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -10692094.000000 Penalty: 3676.208008
	Iteration 82Q: 3 clusters Score -1.069209e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63849 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -10692053.000000 Penalty: 3676.208008
	Iteration 83Q: 3 clusters Score -1.069205e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63607 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -10692068.000000 Penalty: 3676.208008
	Iteration 84Q: 3 clusters Score -1.069207e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63391 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -10692055.000000 Penalty: 3676.208008
	Iteration 85Q: 3 clusters Score -1.069206e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -10692040.000000 Penalty: 3676.208008
	Iteration 86Q: 3 clusters Score -1.069204e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -10692033.000000 Penalty: 3676.208008
	Iteration 87Q: 3 clusters Score -1.069203e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -10692027.000000 Penalty: 3676.208008
	Iteration 88Q: 3 clusters Score -1.069203e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62511 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -10692029.000000 Penalty: 3676.208008
	Iteration 89Q: 3 clusters Score -1.069203e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62262 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -10692062.000000 Penalty: 3676.208008
	Iteration 90Q: 3 clusters Score -1.069206e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62015 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -10692086.000000 Penalty: 3676.208008
	Iteration 91Q: 3 clusters Score -1.069209e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -10692078.000000 Penalty: 3676.208008
	Iteration 92Q: 3 clusters Score -1.069208e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61488 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -10692124.000000 Penalty: 3676.208008
	Iteration 93Q: 3 clusters Score -1.069212e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61237 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -10692096.000000 Penalty: 3676.208008
	Iteration 94Q: 3 clusters Score -1.06921e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -10692121.000000 Penalty: 3676.208008
	Iteration 95Q: 3 clusters Score -1.069212e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60762 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -10692106.000000 Penalty: 3676.208008
	Iteration 96Q: 3 clusters Score -1.069211e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60553 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -10692176.000000 Penalty: 3676.208008
	Iteration 97Q: 3 clusters Score -1.069218e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60353 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -10692187.000000 Penalty: 3676.208008
	Iteration 98Q: 3 clusters Score -1.069219e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -10692188.000000 Penalty: 3676.208008
	Iteration 99Q: 3 clusters Score -1.069219e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59922 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -10692182.000000 Penalty: 3676.208008
	Iteration 100F: 3 clusters Score -1.069218e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -10692142.000000 Penalty: 3676.208008
	Iteration 101Q: 3 clusters Score -1.069214e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59462 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -10692175.000000 Penalty: 3676.208008
	Iteration 102Q: 3 clusters Score -1.069218e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -10692160.000000 Penalty: 3676.208008
	Iteration 103Q: 3 clusters Score -1.069216e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59034 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -10692177.000000 Penalty: 3676.208008
	Iteration 104Q: 3 clusters Score -1.069218e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -10692157.000000 Penalty: 3676.208008
	Iteration 105Q: 3 clusters Score -1.069216e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58685 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -10692169.000000 Penalty: 3676.208008
	Iteration 106Q: 3 clusters Score -1.069217e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -10692183.000000 Penalty: 3676.208008
	Iteration 107Q: 3 clusters Score -1.069218e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58323 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -10692147.000000 Penalty: 3676.208008
	Iteration 108Q: 3 clusters Score -1.069215e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -10692112.000000 Penalty: 3676.208008
	Iteration 109Q: 3 clusters Score -1.069211e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -10692105.000000 Penalty: 3676.208008
	Iteration 110Q: 3 clusters Score -1.06921e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -10692128.000000 Penalty: 3676.208008
	Iteration 111Q: 3 clusters Score -1.069213e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57583 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -10692098.000000 Penalty: 3676.208008
	Iteration 112Q: 3 clusters Score -1.06921e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -10692098.000000 Penalty: 3676.208008
	Iteration 113Q: 3 clusters Score -1.06921e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57264 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -10692057.000000 Penalty: 3676.208008
	Iteration 114Q: 3 clusters Score -1.069206e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57122 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -10692032.000000 Penalty: 3676.208008
	Iteration 115Q: 3 clusters Score -1.069203e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56976 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -10692028.000000 Penalty: 3676.208008
	Iteration 116Q: 3 clusters Score -1.069203e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56825 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -10692026.000000 Penalty: 3676.208008
	Iteration 117Q: 3 clusters Score -1.069203e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -10692021.000000 Penalty: 3676.208008
	Iteration 118Q: 3 clusters Score -1.069202e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -10691993.000000 Penalty: 3676.208008
	Iteration 119Q: 3 clusters Score -1.069199e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -10691974.000000 Penalty: 3676.208008
	Iteration 120F: 3 clusters Score -1.069197e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -10691955.000000 Penalty: 3676.208008
	Iteration 121Q: 3 clusters Score -1.069196e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56085 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -10691953.000000 Penalty: 3676.208008
	Iteration 122Q: 3 clusters Score -1.069195e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -10691927.000000 Penalty: 3676.208008
	Iteration 123Q: 3 clusters Score -1.069193e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -10691925.000000 Penalty: 3676.208008
	Iteration 124Q: 3 clusters Score -1.069192e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -10691905.000000 Penalty: 3676.208008
	Iteration 125Q: 3 clusters Score -1.06919e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -10691888.000000 Penalty: 3676.208008
	Iteration 126Q: 3 clusters Score -1.069189e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -10691885.000000 Penalty: 3676.208008
	Iteration 127Q: 3 clusters Score -1.069188e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -10691877.000000 Penalty: 3676.208008
	Iteration 128Q: 3 clusters Score -1.069188e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55190 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -10691845.000000 Penalty: 3676.208008
	Iteration 129Q: 3 clusters Score -1.069184e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -10691832.000000 Penalty: 3676.208008
	Iteration 130Q: 3 clusters Score -1.069183e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54906 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -10691832.000000 Penalty: 3676.208008
	Iteration 131Q: 3 clusters Score -1.069183e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -10691834.000000 Penalty: 3676.208008
	Iteration 132Q: 3 clusters Score -1.069183e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -10691830.000000 Penalty: 3676.208008
	Iteration 133Q: 3 clusters Score -1.069183e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -10691855.000000 Penalty: 3676.208008
	Iteration 134Q: 3 clusters Score -1.069186e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -10691786.000000 Penalty: 3676.208008
	Iteration 135Q: 3 clusters Score -1.069179e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -10691785.000000 Penalty: 3676.208008
	Iteration 136Q: 3 clusters Score -1.069178e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -10691786.000000 Penalty: 3676.208008
	Iteration 137Q: 3 clusters Score -1.069179e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53594 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -10691781.000000 Penalty: 3676.208008
	Iteration 138Q: 3 clusters Score -1.069178e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -10691778.000000 Penalty: 3676.208008
	Iteration 139Q: 3 clusters Score -1.069178e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -10691751.000000 Penalty: 3676.208008
	Iteration 140F: 3 clusters Score -1.069175e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -10691706.000000 Penalty: 3676.208008
	Iteration 141Q: 3 clusters Score -1.069171e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -10691713.000000 Penalty: 3676.208008
	Iteration 142Q: 3 clusters Score -1.069171e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -10691697.000000 Penalty: 3676.208008
	Iteration 143Q: 3 clusters Score -1.06917e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -10691675.000000 Penalty: 3676.208008
	Iteration 144Q: 3 clusters Score -1.069168e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -10691655.000000 Penalty: 3676.208008
	Iteration 145Q: 3 clusters Score -1.069166e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -10691622.000000 Penalty: 3676.208008
	Iteration 146Q: 3 clusters Score -1.069162e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51446 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -10691608.000000 Penalty: 3676.208008
	Iteration 147Q: 3 clusters Score -1.069161e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -10691569.000000 Penalty: 3676.208008
	Iteration 148Q: 3 clusters Score -1.069157e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50951 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -10691522.000000 Penalty: 3676.208008
	Iteration 149Q: 3 clusters Score -1.069152e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -10691478.000000 Penalty: 3676.208008
	Iteration 150Q: 3 clusters Score -1.069148e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -10691432.000000 Penalty: 3676.208008
	Iteration 151Q: 3 clusters Score -1.069143e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -10691385.000000 Penalty: 3676.208008
	Iteration 152Q: 3 clusters Score -1.069138e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -10691349.000000 Penalty: 3676.208008
	Iteration 153Q: 3 clusters Score -1.069135e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -10691336.000000 Penalty: 3676.208008
	Iteration 154Q: 3 clusters Score -1.069134e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -10691308.000000 Penalty: 3676.208008
	Iteration 155Q: 3 clusters Score -1.069131e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -10691263.000000 Penalty: 3676.208008
	Iteration 156Q: 3 clusters Score -1.069126e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -10691218.000000 Penalty: 3676.208008
	Iteration 157Q: 3 clusters Score -1.069122e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -10691174.000000 Penalty: 3676.208008
	Iteration 158Q: 3 clusters Score -1.069117e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -10691167.000000 Penalty: 3676.208008
	Iteration 159Q: 3 clusters Score -1.069117e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47564 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -10691123.000000 Penalty: 3676.208008
	Iteration 160F: 3 clusters Score -1.069112e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -10691091.000000 Penalty: 3676.208008
	Iteration 161Q: 3 clusters Score -1.069109e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -10691051.000000 Penalty: 3676.208008
	Iteration 162Q: 3 clusters Score -1.069105e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -10690968.000000 Penalty: 3676.208008
	Iteration 163Q: 3 clusters Score -1.069097e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -10690911.000000 Penalty: 3676.208008
	Iteration 164Q: 3 clusters Score -1.069091e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -10690914.000000 Penalty: 3676.208008
	Iteration 165Q: 3 clusters Score -1.069091e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -10690890.000000 Penalty: 3676.208008
	Iteration 166Q: 3 clusters Score -1.069089e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -10690868.000000 Penalty: 3676.208008
	Iteration 167Q: 3 clusters Score -1.069087e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -10690848.000000 Penalty: 3676.208008
	Iteration 168Q: 3 clusters Score -1.069085e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -10690768.000000 Penalty: 3676.208008
	Iteration 169Q: 3 clusters Score -1.069077e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -10690736.000000 Penalty: 3676.208008
	Iteration 170Q: 3 clusters Score -1.069074e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -10690680.000000 Penalty: 3676.208008
	Iteration 171Q: 3 clusters Score -1.069068e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -10690670.000000 Penalty: 3676.208008
	Iteration 172Q: 3 clusters Score -1.069067e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -10690664.000000 Penalty: 3676.208008
	Iteration 173Q: 3 clusters Score -1.069066e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -10690631.000000 Penalty: 3676.208008
	Iteration 174Q: 3 clusters Score -1.069063e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -10690590.000000 Penalty: 3676.208008
	Iteration 175Q: 3 clusters Score -1.069059e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -10690544.000000 Penalty: 3676.208008
	Iteration 176Q: 3 clusters Score -1.069054e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -10690590.000000 Penalty: 3676.208008
	Iteration 177Q: 3 clusters Score -1.069059e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -10690655.000000 Penalty: 3676.208008
	Iteration 178Q: 3 clusters Score -1.069066e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -10690797.000000 Penalty: 3676.208008
	Iteration 179Q: 3 clusters Score -1.06908e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -10690898.000000 Penalty: 3676.208008
	Iteration 180F: 3 clusters Score -1.06909e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 53777 members 
Entering Unmasked Estep 
Score: -10690967.000000 Penalty: 3676.208008
	Iteration 181Q: 3 clusters Score -1.069097e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 56129 members 
Entering Unmasked Estep 
Score: -10691115.000000 Penalty: 3676.208008
	Iteration 182Q: 3 clusters Score -1.069112e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 58900 members 
Entering Unmasked Estep 
Score: -10691209.000000 Penalty: 3676.208008
	Iteration 183Q: 3 clusters Score -1.069121e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 62239 members 
Entering Unmasked Estep 
Score: -10691488.000000 Penalty: 3676.208008
	Iteration 184Q: 3 clusters Score -1.069149e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 65856 members 
Entering Unmasked Estep 
Score: -10691853.000000 Penalty: 3676.208008
	Iteration 185Q: 3 clusters Score -1.069185e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 69653 members 
Entering Unmasked Estep 
Score: -10692224.000000 Penalty: 3676.208008
	Iteration 186Q: 3 clusters Score -1.069222e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 73239 members 
Entering Unmasked Estep 
Score: -10692706.000000 Penalty: 3676.208008
	Iteration 187Q: 3 clusters Score -1.069271e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -10693295.000000 Penalty: 3676.208008
	Iteration 188Q: 3 clusters Score -1.06933e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 78234 members 
Entering Unmasked Estep 
Score: -10693822.000000 Penalty: 3676.208008
	Iteration 189Q: 3 clusters Score -1.069382e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 79537 members 
Entering Unmasked Estep 
Score: -10694186.000000 Penalty: 3676.208008
	Iteration 190Q: 3 clusters Score -1.069419e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 80197 members 
Entering Unmasked Estep 
Score: -10694392.000000 Penalty: 3676.208008
	Iteration 191Q: 3 clusters Score -1.069439e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 80491 members 
Entering Unmasked Estep 
Score: -10694510.000000 Penalty: 3676.208008
	Iteration 192Q: 3 clusters Score -1.069451e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 80630 members 
Entering Unmasked Estep 
Score: -10694584.000000 Penalty: 3676.208008
	Iteration 193Q: 3 clusters Score -1.069458e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 80713 members 
Entering Unmasked Estep 
Score: -10694590.000000 Penalty: 3676.208008
	Iteration 194Q: 3 clusters Score -1.069459e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 80758 members 
Entering Unmasked Estep 
Score: -10694592.000000 Penalty: 3676.208008
	Iteration 195Q: 3 clusters Score -1.069459e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 80786 members 
Entering Unmasked Estep 
Score: -10694597.000000 Penalty: 3676.208008
	Iteration 196Q: 3 clusters Score -1.06946e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 80799 members 
Entering Unmasked Estep 
Score: -10694622.000000 Penalty: 3676.208008
	Iteration 197Q: 3 clusters Score -1.069462e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 80811 members 
Entering Unmasked Estep 
Score: -10694623.000000 Penalty: 3676.208008
	Iteration 198Q: 3 clusters Score -1.069462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 80815 members 
Entering Unmasked Estep 
Score: -10694618.000000 Penalty: 3676.208008
	Iteration 199Q: 3 clusters Score -1.069462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 80816 members 
Entering Unmasked Estep 
Score: -10695094.000000 Penalty: 3676.208008
	Iteration 200F: 3 clusters Score -1.069509e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 81271 members 
Entering Unmasked Estep 
Score: -10695111.000000 Penalty: 3676.208008
	Iteration 201Q: 3 clusters Score -1.069511e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 81432 members 
Entering Unmasked Estep 
Score: -10695097.000000 Penalty: 3676.208008
	Iteration 202Q: 3 clusters Score -1.06951e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 81497 members 
Entering Unmasked Estep 
Score: -10695087.000000 Penalty: 3676.208008
	Iteration 203Q: 3 clusters Score -1.069509e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 81518 members 
Entering Unmasked Estep 
Score: -10695079.000000 Penalty: 3676.208008
	Iteration 204Q: 3 clusters Score -1.069508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 81530 members 
Entering Unmasked Estep 
Score: -10695085.000000 Penalty: 3676.208008
	Iteration 205Q: 3 clusters Score -1.069508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 81540 members 
Entering Unmasked Estep 
Score: -10695096.000000 Penalty: 3676.208008
	Iteration 206Q: 3 clusters Score -1.06951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 81546 members 
Entering Unmasked Estep 
Score: -10695097.000000 Penalty: 3676.208008
	Iteration 207Q: 3 clusters Score -1.06951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 81549 members 
Entering Unmasked Estep 
Score: -10695097.000000 Penalty: 3676.208008
	Iteration 208Q: 3 clusters Score -1.06951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 81552 members 
Entering Unmasked Estep 
Score: -10695107.000000 Penalty: 3676.208008
	Iteration 209Q: 3 clusters Score -1.069511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 81558 members 
Entering Unmasked Estep 
Score: -10695101.000000 Penalty: 3676.208008
	Iteration 210Q: 3 clusters Score -1.06951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 81561 members 
Entering Unmasked Estep 
Score: -10695105.000000 Penalty: 3676.208008
	Iteration 211Q: 3 clusters Score -1.06951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 81563 members 
Entering Unmasked Estep 
Score: -10695103.000000 Penalty: 3676.208008
	Iteration 212Q: 3 clusters Score -1.06951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 81565 members 
Entering Unmasked Estep 
Score: -10695105.000000 Penalty: 3676.208008
	Iteration 213Q: 3 clusters Score -1.06951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 81568 members 
Entering Unmasked Estep 
Score: -10695107.000000 Penalty: 3676.208008
	Iteration 214Q: 3 clusters Score -1.069511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 81569 members 
Entering Unmasked Estep 
Score: -10695114.000000 Penalty: 3676.208008
	Iteration 215Q: 3 clusters Score -1.069511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 81569 members 
Entering Unmasked Estep 
Score: -10695114.000000 Penalty: 3676.208008
	Iteration 216F: 3 clusters Score -1.069511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Entering Unmasked Estep 
Score: -2511457.250000 Penalty: 1602.547607
	Iteration 0F: 2 clusters Score -2511457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2498341.000000 Penalty: 3205.095215
	Iteration 0F: 3 clusters Score -2498341 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2502938.000000 Penalty: 3205.095215
	Iteration 1F: 3 clusters Score -2502938 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2503328.000000 Penalty: 3205.095215
	Iteration 2F: 3 clusters Score -2503328 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2503706.500000 Penalty: 3205.095215
	Iteration 3Q: 3 clusters Score -2503706 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2504168.000000 Penalty: 3205.095215
	Iteration 4F: 3 clusters Score -2504168 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2504785.500000 Penalty: 3205.095215
	Iteration 5F: 3 clusters Score -2504786 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2505602.250000 Penalty: 3205.095215
	Iteration 6F: 3 clusters Score -2505602 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2506647.500000 Penalty: 3205.095215
	Iteration 7F: 3 clusters Score -2506648 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2507701.000000 Penalty: 3205.095215
	Iteration 8F: 3 clusters Score -2507701 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2508535.250000 Penalty: 3205.095215
	Iteration 9Q: 3 clusters Score -2508535 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2509050.000000 Penalty: 3205.095215
	Iteration 10Q: 3 clusters Score -2509050 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2509310.500000 Penalty: 3205.095215
	Iteration 11Q: 3 clusters Score -2509310 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2509468.250000 Penalty: 3205.095215
	Iteration 12Q: 3 clusters Score -2509468 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2509568.250000 Penalty: 3205.095215
	Iteration 13Q: 3 clusters Score -2509568 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2509639.500000 Penalty: 3205.095215
	Iteration 14Q: 3 clusters Score -2509640 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2509689.750000 Penalty: 3205.095215
	Iteration 15Q: 3 clusters Score -2509690 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2509745.750000 Penalty: 3205.095215
	Iteration 16Q: 3 clusters Score -2509746 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2509784.250000 Penalty: 3205.095215
	Iteration 17Q: 3 clusters Score -2509784 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2509798.500000 Penalty: 3205.095215
	Iteration 18Q: 3 clusters Score -2509798 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2509833.000000 Penalty: 3205.095215
	Iteration 19Q: 3 clusters Score -2509833 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2509861.250000 Penalty: 3205.095215
	Iteration 20F: 3 clusters Score -2509861 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2509888.750000 Penalty: 3205.095215
	Iteration 21Q: 3 clusters Score -2509889 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2509902.000000 Penalty: 3205.095215
	Iteration 22Q: 3 clusters Score -2509902 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2509919.500000 Penalty: 3205.095215
	Iteration 23Q: 3 clusters Score -2509920 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2509929.750000 Penalty: 3205.095215
	Iteration 24Q: 3 clusters Score -2509930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2509934.750000 Penalty: 3205.095215
	Iteration 25Q: 3 clusters Score -2509935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2509953.750000 Penalty: 3205.095215
	Iteration 26Q: 3 clusters Score -2509954 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2509971.250000 Penalty: 3205.095215
	Iteration 27Q: 3 clusters Score -2509971 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2509993.250000 Penalty: 3205.095215
	Iteration 28Q: 3 clusters Score -2509993 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2510002.750000 Penalty: 3205.095215
	Iteration 29Q: 3 clusters Score -2510003 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2510016.500000 Penalty: 3205.095215
	Iteration 30Q: 3 clusters Score -2510016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2510031.000000 Penalty: 3205.095215
	Iteration 31Q: 3 clusters Score -2510031 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2510037.250000 Penalty: 3205.095215
	Iteration 32Q: 3 clusters Score -2510037 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2510045.000000 Penalty: 3205.095215
	Iteration 33Q: 3 clusters Score -2510045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2510046.250000 Penalty: 3205.095215
	Iteration 34Q: 3 clusters Score -2510046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2510050.750000 Penalty: 3205.095215
	Iteration 35Q: 3 clusters Score -2510051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2510055.000000 Penalty: 3205.095215
	Iteration 36Q: 3 clusters Score -2510055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2510059.000000 Penalty: 3205.095215
	Iteration 37Q: 3 clusters Score -2510059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2510062.000000 Penalty: 3205.095215
	Iteration 38Q: 3 clusters Score -2510062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2510066.000000 Penalty: 3205.095215
	Iteration 39Q: 3 clusters Score -2510066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2510058.000000 Penalty: 3205.095215
	Iteration 40F: 3 clusters Score -2510058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2510060.250000 Penalty: 3205.095215
	Iteration 41Q: 3 clusters Score -2510060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2510063.500000 Penalty: 3205.095215
	Iteration 42Q: 3 clusters Score -2510064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2510065.000000 Penalty: 3205.095215
	Iteration 43Q: 3 clusters Score -2510065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2510068.250000 Penalty: 3205.095215
	Iteration 44Q: 3 clusters Score -2510068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2510072.750000 Penalty: 3205.095215
	Iteration 45Q: 3 clusters Score -2510073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2510074.750000 Penalty: 3205.095215
	Iteration 46Q: 3 clusters Score -2510075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2510078.500000 Penalty: 3205.095215
	Iteration 47Q: 3 clusters Score -2510078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2510081.250000 Penalty: 3205.095215
	Iteration 48Q: 3 clusters Score -2510081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2510087.250000 Penalty: 3205.095215
	Iteration 49Q: 3 clusters Score -2510087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2510093.750000 Penalty: 3205.095215
	Iteration 50Q: 3 clusters Score -2510094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2510092.250000 Penalty: 3205.095215
	Iteration 51Q: 3 clusters Score -2510092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2510094.750000 Penalty: 3205.095215
	Iteration 52Q: 3 clusters Score -2510095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2510099.000000 Penalty: 3205.095215
	Iteration 53Q: 3 clusters Score -2510099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2510098.750000 Penalty: 3205.095215
	Iteration 54Q: 3 clusters Score -2510099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2510103.500000 Penalty: 3205.095215
	Iteration 55Q: 3 clusters Score -2510104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2510102.750000 Penalty: 3205.095215
	Iteration 56Q: 3 clusters Score -2510103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2510103.750000 Penalty: 3205.095215
	Iteration 57Q: 3 clusters Score -2510104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2510103.500000 Penalty: 3205.095215
	Iteration 58Q: 3 clusters Score -2510104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2510106.000000 Penalty: 3205.095215
	Iteration 59Q: 3 clusters Score -2510106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2510106.000000 Penalty: 3205.095215
	Iteration 60F: 3 clusters Score -2510106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -110294.445312 Penalty: 1101.737305
	Iteration 0F: 2 clusters Score -110294.4 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 443 members 
Entering Unmasked Estep 
Score: -108935.406250 Penalty: 2203.474609
	Iteration 0F: 3 clusters Score -108935.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -109163.031250 Penalty: 2203.474609
	Iteration 1F: 3 clusters Score -109163 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -109226.601562 Penalty: 2203.474609
	Iteration 2F: 3 clusters Score -109226.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -109262.742188 Penalty: 2203.474609
	Iteration 3Q: 3 clusters Score -109262.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -109291.796875 Penalty: 2203.474609
	Iteration 4Q: 3 clusters Score -109291.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -109304.890625 Penalty: 2203.474609
	Iteration 5Q: 3 clusters Score -109304.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -109311.765625 Penalty: 2203.474609
	Iteration 6Q: 3 clusters Score -109311.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -109317.742188 Penalty: 2203.474609
	Iteration 7Q: 3 clusters Score -109317.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -109323.531250 Penalty: 2203.474609
	Iteration 8Q: 3 clusters Score -109323.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -109325.242188 Penalty: 2203.474609
	Iteration 9Q: 3 clusters Score -109325.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -109327.726562 Penalty: 2203.474609
	Iteration 10Q: 3 clusters Score -109327.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -109332.585938 Penalty: 2203.474609
	Iteration 11Q: 3 clusters Score -109332.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -109336.195312 Penalty: 2203.474609
	Iteration 12Q: 3 clusters Score -109336.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -109337.007812 Penalty: 2203.474609
	Iteration 13Q: 3 clusters Score -109337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -109337.320312 Penalty: 2203.474609
	Iteration 14Q: 3 clusters Score -109337.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -109337.320312 Penalty: 2203.474609
	Iteration 15F: 3 clusters Score -109337.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -40724.425781 Penalty: 1010.522522
	Iteration 0F: 2 clusters Score -40724.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39731.363281 Penalty: 2021.045044
	Iteration 0F: 3 clusters Score -39731.36 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -40027.902344 Penalty: 2021.045044
	Iteration 1F: 3 clusters Score -40027.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40221.406250 Penalty: 2021.045044
	Iteration 2F: 3 clusters Score -40221.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -40334.117188 Penalty: 2021.045044
	Iteration 3Q: 3 clusters Score -40334.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -40430.738281 Penalty: 2021.045044
	Iteration 4Q: 3 clusters Score -40430.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -40493.277344 Penalty: 2021.045044
	Iteration 5Q: 3 clusters Score -40493.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40531.496094 Penalty: 2021.045044
	Iteration 6Q: 3 clusters Score -40531.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40550.417969 Penalty: 2021.045044
	Iteration 7Q: 3 clusters Score -40550.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40561.867188 Penalty: 2021.045044
	Iteration 8Q: 3 clusters Score -40561.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40584.835938 Penalty: 2021.045044
	Iteration 9Q: 3 clusters Score -40584.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40597.070312 Penalty: 2021.045044
	Iteration 10Q: 3 clusters Score -40597.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40602.078125 Penalty: 2021.045044
	Iteration 11Q: 3 clusters Score -40602.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40602.078125 Penalty: 2021.045044
	Iteration 12F: 3 clusters Score -40602.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -60302.304688 Penalty: 1027.124878
	Iteration 0F: 2 clusters Score -60302.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -59200.246094 Penalty: 2054.249756
	Iteration 0F: 3 clusters Score -59200.25 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59373.160156 Penalty: 2054.249756
	Iteration 1F: 3 clusters Score -59373.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -59463.519531 Penalty: 2054.249756
	Iteration 2F: 3 clusters Score -59463.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59499.636719 Penalty: 2054.249756
	Iteration 3Q: 3 clusters Score -59499.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59514.671875 Penalty: 2054.249756
	Iteration 4Q: 3 clusters Score -59514.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59519.886719 Penalty: 2054.249756
	Iteration 5Q: 3 clusters Score -59519.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -59526.914062 Penalty: 2054.249756
	Iteration 6Q: 3 clusters Score -59526.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59531.394531 Penalty: 2054.249756
	Iteration 7Q: 3 clusters Score -59531.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59539.859375 Penalty: 2054.249756
	Iteration 8Q: 3 clusters Score -59539.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59540.437500 Penalty: 2054.249756
	Iteration 9Q: 3 clusters Score -59540.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59540.437500 Penalty: 2054.249756
	Iteration 10F: 3 clusters Score -59540.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (62222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62222 members 
Entering Unmasked Estep 
Score: -8209887.000000 Penalty: 1793.750366
	Iteration 0F: 2 clusters Score -8209887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -8176641.000000 Penalty: 3587.500732
	Iteration 0F: 3 clusters Score -8176641 nChanged 29484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -8193647.500000 Penalty: 3587.500732
	Iteration 1F: 3 clusters Score -8193648 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -8194719.000000 Penalty: 3587.500732
	Iteration 2Q: 3 clusters Score -8194719 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -8196355.000000 Penalty: 3587.500732
	Iteration 3F: 3 clusters Score -8196355 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -8199332.000000 Penalty: 3587.500732
	Iteration 4F: 3 clusters Score -8199332 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -8203335.000000 Penalty: 3587.500732
	Iteration 5F: 3 clusters Score -8203335 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -8206146.500000 Penalty: 3587.500732
	Iteration 6F: 3 clusters Score -8206146 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 59711 members 
Entering Unmasked Estep 
Score: -8207538.000000 Penalty: 3587.500732
	Iteration 7F: 3 clusters Score -8207538 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 61397 members 
Entering Unmasked Estep 
Score: -8208041.000000 Penalty: 3587.500732
	Iteration 8Q: 3 clusters Score -8208041 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 61845 members 
Entering Unmasked Estep 
Score: -8208214.500000 Penalty: 3587.500732
	Iteration 9Q: 3 clusters Score -8208214 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 61973 members 
Entering Unmasked Estep 
Score: -8208288.500000 Penalty: 3587.500732
	Iteration 10Q: 3 clusters Score -8208288 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 62011 members 
Entering Unmasked Estep 
Score: -8208348.500000 Penalty: 3587.500732
	Iteration 11Q: 3 clusters Score -8208348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 62026 members 
Entering Unmasked Estep 
Score: -8208360.500000 Penalty: 3587.500732
	Iteration 12Q: 3 clusters Score -8208360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
Score: -8208386.500000 Penalty: 3587.500732
	Iteration 13Q: 3 clusters Score -8208386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 62034 members 
Entering Unmasked Estep 
Score: -8208390.500000 Penalty: 3587.500732
	Iteration 14Q: 3 clusters Score -8208390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 62034 members 
Entering Unmasked Estep 
Score: -8208395.500000 Penalty: 3587.500732
	Iteration 15Q: 3 clusters Score -8208396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 62034 members 
Entering Unmasked Estep 
Score: -8208398.500000 Penalty: 3587.500732
	Iteration 16Q: 3 clusters Score -8208398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
Score: -8208398.500000 Penalty: 3587.500732
	Iteration 17Q: 3 clusters Score -8208398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
Score: -8208398.000000 Penalty: 3587.500732
	Iteration 18Q: 3 clusters Score -8208398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
Score: -8208401.000000 Penalty: 3587.500732
	Iteration 19Q: 3 clusters Score -8208401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 62032 members 
Entering Unmasked Estep 
Score: -8208405.000000 Penalty: 3587.500732
	Iteration 20F: 3 clusters Score -8208405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 62032 members 
Entering Unmasked Estep 
Score: -8208409.000000 Penalty: 3587.500732
	Iteration 21Q: 3 clusters Score -8208409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
Score: -8208402.500000 Penalty: 3587.500732
	Iteration 22Q: 3 clusters Score -8208402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
Score: -8208405.500000 Penalty: 3587.500732
	Iteration 23Q: 3 clusters Score -8208406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 62036 members 
Entering Unmasked Estep 
Score: -8208412.500000 Penalty: 3587.500732
	Iteration 24Q: 3 clusters Score -8208412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 62031 members 
Entering Unmasked Estep 
Score: -8208415.000000 Penalty: 3587.500732
	Iteration 25Q: 3 clusters Score -8208415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 62029 members 
Entering Unmasked Estep 
Score: -8208422.000000 Penalty: 3587.500732
	Iteration 26Q: 3 clusters Score -8208422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 62029 members 
Entering Unmasked Estep 
Score: -8208428.500000 Penalty: 3587.500732
	Iteration 27Q: 3 clusters Score -8208428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 62027 members 
Entering Unmasked Estep 
Score: -8208444.000000 Penalty: 3587.500732
	Iteration 28Q: 3 clusters Score -8208444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 62023 members 
Entering Unmasked Estep 
Score: -8208456.500000 Penalty: 3587.500732
	Iteration 29Q: 3 clusters Score -8208456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 62021 members 
Entering Unmasked Estep 
Score: -8208458.000000 Penalty: 3587.500732
	Iteration 30Q: 3 clusters Score -8208458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 62021 members 
Entering Unmasked Estep 
Score: -8208458.000000 Penalty: 3587.500732
	Iteration 31F: 3 clusters Score -8208458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Entering Unmasked Estep 
Score: -379839.531250 Penalty: 1304.994385
	Iteration 0F: 2 clusters Score -379839.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -377072.312500 Penalty: 2609.988770
	Iteration 0F: 3 clusters Score -377072.3 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -377787.062500 Penalty: 2609.988770
	Iteration 1F: 3 clusters Score -377787.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -378054.218750 Penalty: 2609.988770
	Iteration 2F: 3 clusters Score -378054.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -378310.125000 Penalty: 2609.988770
	Iteration 3F: 3 clusters Score -378310.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -378513.062500 Penalty: 2609.988770
	Iteration 4F: 3 clusters Score -378513.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -378683.468750 Penalty: 2609.988770
	Iteration 5F: 3 clusters Score -378683.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -378809.718750 Penalty: 2609.988770
	Iteration 6F: 3 clusters Score -378809.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -378893.875000 Penalty: 2609.988770
	Iteration 7Q: 3 clusters Score -378893.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -378967.843750 Penalty: 2609.988770
	Iteration 8Q: 3 clusters Score -378967.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -379016.375000 Penalty: 2609.988770
	Iteration 9Q: 3 clusters Score -379016.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -379040.375000 Penalty: 2609.988770
	Iteration 10Q: 3 clusters Score -379040.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -379061.937500 Penalty: 2609.988770
	Iteration 11Q: 3 clusters Score -379061.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -379073.562500 Penalty: 2609.988770
	Iteration 12Q: 3 clusters Score -379073.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -379083.843750 Penalty: 2609.988770
	Iteration 13Q: 3 clusters Score -379083.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -379091.906250 Penalty: 2609.988770
	Iteration 14Q: 3 clusters Score -379091.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -379101.968750 Penalty: 2609.988770
	Iteration 15Q: 3 clusters Score -379102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -379110.312500 Penalty: 2609.988770
	Iteration 16Q: 3 clusters Score -379110.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -379121.500000 Penalty: 2609.988770
	Iteration 17Q: 3 clusters Score -379121.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -379136.781250 Penalty: 2609.988770
	Iteration 18Q: 3 clusters Score -379136.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -379149.937500 Penalty: 2609.988770
	Iteration 19Q: 3 clusters Score -379149.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -379158.093750 Penalty: 2609.988770
	Iteration 20F: 3 clusters Score -379158.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -379163.687500 Penalty: 2609.988770
	Iteration 21Q: 3 clusters Score -379163.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -379166.750000 Penalty: 2609.988770
	Iteration 22Q: 3 clusters Score -379166.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -379172.656250 Penalty: 2609.988770
	Iteration 23Q: 3 clusters Score -379172.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -379176.187500 Penalty: 2609.988770
	Iteration 24Q: 3 clusters Score -379176.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -379183.125000 Penalty: 2609.988770
	Iteration 25Q: 3 clusters Score -379183.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -379192.312500 Penalty: 2609.988770
	Iteration 26Q: 3 clusters Score -379192.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -379201.531250 Penalty: 2609.988770
	Iteration 27Q: 3 clusters Score -379201.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -379209.062500 Penalty: 2609.988770
	Iteration 28Q: 3 clusters Score -379209.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -379216.937500 Penalty: 2609.988770
	Iteration 29Q: 3 clusters Score -379216.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -379221.781250 Penalty: 2609.988770
	Iteration 30Q: 3 clusters Score -379221.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -379226.906250 Penalty: 2609.988770
	Iteration 31Q: 3 clusters Score -379226.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -379229.750000 Penalty: 2609.988770
	Iteration 32Q: 3 clusters Score -379229.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -379234.062500 Penalty: 2609.988770
	Iteration 33Q: 3 clusters Score -379234.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -379241.812500 Penalty: 2609.988770
	Iteration 34Q: 3 clusters Score -379241.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -379246.625000 Penalty: 2609.988770
	Iteration 35Q: 3 clusters Score -379246.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -379249.406250 Penalty: 2609.988770
	Iteration 36Q: 3 clusters Score -379249.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -379251.437500 Penalty: 2609.988770
	Iteration 37Q: 3 clusters Score -379251.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -379252.218750 Penalty: 2609.988770
	Iteration 38Q: 3 clusters Score -379252.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -379252.531250 Penalty: 2609.988770
	Iteration 39Q: 3 clusters Score -379252.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -379253.218750 Penalty: 2609.988770
	Iteration 40F: 3 clusters Score -379253.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -379256.062500 Penalty: 2609.988770
	Iteration 41Q: 3 clusters Score -379256.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -379256.968750 Penalty: 2609.988770
	Iteration 42Q: 3 clusters Score -379257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -379257.000000 Penalty: 2609.988770
	Iteration 43Q: 3 clusters Score -379257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -379258.656250 Penalty: 2609.988770
	Iteration 44Q: 3 clusters Score -379258.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -379261.312500 Penalty: 2609.988770
	Iteration 45Q: 3 clusters Score -379261.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -379262.031250 Penalty: 2609.988770
	Iteration 46Q: 3 clusters Score -379262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -379262.031250 Penalty: 2609.988770
	Iteration 47F: 3 clusters Score -379262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (115017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115017 members 
Entering Unmasked Estep 
Score: -14861930.000000 Penalty: 1893.585693
	Iteration 0F: 2 clusters Score -1.486193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57854 members 
Mstep: Class 2 contains 57163 members 
Entering Unmasked Estep 
Score: -14792132.000000 Penalty: 3787.171387
	Iteration 0F: 3 clusters Score -1.479213e+07 nChanged 55207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 53388 members 
Entering Unmasked Estep 
Score: -14824481.000000 Penalty: 3787.171387
	Iteration 1F: 3 clusters Score -1.482448e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64201 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -14825513.000000 Penalty: 3787.171387
	Iteration 2Q: 3 clusters Score -1.482551e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68048 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -14827377.000000 Penalty: 3787.171387
	Iteration 3Q: 3 clusters Score -1.482738e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73850 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -14830480.000000 Penalty: 3787.171387
	Iteration 4F: 3 clusters Score -1.483048e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82081 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -14835945.000000 Penalty: 3787.171387
	Iteration 5F: 3 clusters Score -1.483594e+07 nChanged 10332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92409 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -14844382.000000 Penalty: 3787.171387
	Iteration 6F: 3 clusters Score -1.484438e+07 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102771 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -14855384.000000 Penalty: 3787.171387
	Iteration 7F: 3 clusters Score -1.485538e+07 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110169 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -14860131.000000 Penalty: 3787.171387
	Iteration 8F: 3 clusters Score -1.486013e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113606 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -14860421.000000 Penalty: 3787.171387
	Iteration 9Q: 3 clusters Score -1.486042e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114609 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -14860240.000000 Penalty: 3787.171387
	Iteration 10Q: 3 clusters Score -1.486024e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114806 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -14860233.000000 Penalty: 3787.171387
	Iteration 11Q: 3 clusters Score -1.486023e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114848 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -14860277.000000 Penalty: 3787.171387
	Iteration 12Q: 3 clusters Score -1.486028e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114863 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -14860273.000000 Penalty: 3787.171387
	Iteration 13Q: 3 clusters Score -1.486027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114865 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14860293.000000 Penalty: 3787.171387
	Iteration 14Q: 3 clusters Score -1.486029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114865 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14860310.000000 Penalty: 3787.171387
	Iteration 15Q: 3 clusters Score -1.486031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114867 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14860324.000000 Penalty: 3787.171387
	Iteration 16Q: 3 clusters Score -1.486032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114870 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14860319.000000 Penalty: 3787.171387
	Iteration 17Q: 3 clusters Score -1.486032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114871 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14860348.000000 Penalty: 3787.171387
	Iteration 18Q: 3 clusters Score -1.486035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114870 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14860349.000000 Penalty: 3787.171387
	Iteration 19Q: 3 clusters Score -1.486035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114869 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14860372.000000 Penalty: 3787.171387
	Iteration 20F: 3 clusters Score -1.486037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114871 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14860369.000000 Penalty: 3787.171387
	Iteration 21Q: 3 clusters Score -1.486037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114872 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14860366.000000 Penalty: 3787.171387
	Iteration 22Q: 3 clusters Score -1.486037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114872 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14860366.000000 Penalty: 3787.171387
	Iteration 23F: 3 clusters Score -1.486037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -2489274.750000 Penalty: 1605.926025
	Iteration 0F: 2 clusters Score -2489275 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 9858 members 
Entering Unmasked Estep 
Score: -2475979.500000 Penalty: 3211.852051
	Iteration 0F: 3 clusters Score -2475980 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2480636.750000 Penalty: 3211.852051
	Iteration 1F: 3 clusters Score -2480637 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2480976.000000 Penalty: 3211.852051
	Iteration 2F: 3 clusters Score -2480976 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2481323.500000 Penalty: 3211.852051
	Iteration 3Q: 3 clusters Score -2481324 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2481806.500000 Penalty: 3211.852051
	Iteration 4F: 3 clusters Score -2481806 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2482486.250000 Penalty: 3211.852051
	Iteration 5F: 3 clusters Score -2482486 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2483353.250000 Penalty: 3211.852051
	Iteration 6F: 3 clusters Score -2483353 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2484240.250000 Penalty: 3211.852051
	Iteration 7F: 3 clusters Score -2484240 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2484975.750000 Penalty: 3211.852051
	Iteration 8F: 3 clusters Score -2484976 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2485418.500000 Penalty: 3211.852051
	Iteration 9Q: 3 clusters Score -2485418 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2485765.500000 Penalty: 3211.852051
	Iteration 10Q: 3 clusters Score -2485766 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2486036.000000 Penalty: 3211.852051
	Iteration 11Q: 3 clusters Score -2486036 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -2486382.250000 Penalty: 3211.852051
	Iteration 12Q: 3 clusters Score -2486382 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2486741.250000 Penalty: 3211.852051
	Iteration 13Q: 3 clusters Score -2486741 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2487085.000000 Penalty: 3211.852051
	Iteration 14Q: 3 clusters Score -2487085 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2487356.000000 Penalty: 3211.852051
	Iteration 15Q: 3 clusters Score -2487356 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2487539.750000 Penalty: 3211.852051
	Iteration 16Q: 3 clusters Score -2487540 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2487671.750000 Penalty: 3211.852051
	Iteration 17Q: 3 clusters Score -2487672 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2487754.500000 Penalty: 3211.852051
	Iteration 18Q: 3 clusters Score -2487754 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2487796.000000 Penalty: 3211.852051
	Iteration 19Q: 3 clusters Score -2487796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -2487825.750000 Penalty: 3211.852051
	Iteration 20F: 3 clusters Score -2487826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2487853.250000 Penalty: 3211.852051
	Iteration 21Q: 3 clusters Score -2487853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2487860.250000 Penalty: 3211.852051
	Iteration 22Q: 3 clusters Score -2487860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2487868.000000 Penalty: 3211.852051
	Iteration 23Q: 3 clusters Score -2487868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2487872.500000 Penalty: 3211.852051
	Iteration 24Q: 3 clusters Score -2487872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2487874.250000 Penalty: 3211.852051
	Iteration 25Q: 3 clusters Score -2487874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2487875.500000 Penalty: 3211.852051
	Iteration 26Q: 3 clusters Score -2487876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2487875.000000 Penalty: 3211.852051
	Iteration 27Q: 3 clusters Score -2487875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2487875.000000 Penalty: 3211.852051
	Iteration 28F: 3 clusters Score -2487875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -58588.054688 Penalty: 1020.564331
	Iteration 0F: 2 clusters Score -58588.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57572.957031 Penalty: 2041.128662
	Iteration 0F: 3 clusters Score -57572.96 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57798.996094 Penalty: 2041.128662
	Iteration 1F: 3 clusters Score -57799 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -57914.789062 Penalty: 2041.128662
	Iteration 2F: 3 clusters Score -57914.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -57976.343750 Penalty: 2041.128662
	Iteration 3F: 3 clusters Score -57976.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -58024.105469 Penalty: 2041.128662
	Iteration 4Q: 3 clusters Score -58024.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -58086.007812 Penalty: 2041.128662
	Iteration 5Q: 3 clusters Score -58086.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -58147.031250 Penalty: 2041.128662
	Iteration 6Q: 3 clusters Score -58147.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58186.355469 Penalty: 2041.128662
	Iteration 7Q: 3 clusters Score -58186.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -58202.777344 Penalty: 2041.128662
	Iteration 8Q: 3 clusters Score -58202.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -58229.492188 Penalty: 2041.128662
	Iteration 9Q: 3 clusters Score -58229.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -58230.472656 Penalty: 2041.128662
	Iteration 10Q: 3 clusters Score -58230.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -58230.472656 Penalty: 2041.128662
	Iteration 11F: 3 clusters Score -58230.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 28685 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50808 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26427 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81749 members 
Mstep: Class 11 contains 19184 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62222 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115017 members 
Mstep: Class 23 contains 19587 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021328.000000 Penalty: 37888.101562
Iteration 239Q: 19 clusters Score -5.402133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 28686 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50809 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26428 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81746 members 
Mstep: Class 11 contains 19184 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62223 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115014 members 
Mstep: Class 23 contains 19587 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021316.000000 Penalty: 37888.101562
Iteration 240F: 19 clusters Score -5.402132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 28688 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50810 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26429 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81743 members 
Mstep: Class 11 contains 19183 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62223 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115013 members 
Mstep: Class 23 contains 19587 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021304.000000 Penalty: 37888.101562
Iteration 241Q: 19 clusters Score -5.40213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 28688 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50810 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26430 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81743 members 
Mstep: Class 11 contains 19184 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62222 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115012 members 
Mstep: Class 23 contains 19587 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021304.000000 Penalty: 37888.101562
Iteration 242Q: 19 clusters Score -5.40213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 28688 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50810 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26431 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81743 members 
Mstep: Class 11 contains 19183 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62220 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115014 members 
Mstep: Class 23 contains 19587 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021288.000000 Penalty: 37888.101562
Iteration 243Q: 19 clusters Score -5.402129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 28688 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50810 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26431 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81744 members 
Mstep: Class 11 contains 19183 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62218 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115014 members 
Mstep: Class 23 contains 19587 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021296.000000 Penalty: 37888.101562
Iteration 244Q: 19 clusters Score -5.40213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 28687 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50810 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26431 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 776 members 
Mstep: Class 10 contains 81744 members 
Mstep: Class 11 contains 19183 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62218 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115013 members 
Mstep: Class 23 contains 19587 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021292.000000 Penalty: 37888.101562
Iteration 245Q: 19 clusters Score -5.402129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 28686 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50810 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26431 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 81743 members 
Mstep: Class 11 contains 19183 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62219 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115013 members 
Mstep: Class 23 contains 19587 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021300.000000 Penalty: 37888.101562
Iteration 246Q: 19 clusters Score -5.40213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 28686 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50811 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26431 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 81743 members 
Mstep: Class 11 contains 19183 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62216 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115015 members 
Mstep: Class 23 contains 19587 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021308.000000 Penalty: 37888.101562
Iteration 247Q: 19 clusters Score -5.402131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 28686 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50811 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26430 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 81744 members 
Mstep: Class 11 contains 19183 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62216 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115014 members 
Mstep: Class 23 contains 19587 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021324.000000 Penalty: 37888.101562
Iteration 248Q: 19 clusters Score -5.402132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 28685 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50811 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26429 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 81742 members 
Mstep: Class 11 contains 19183 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62219 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115012 members 
Mstep: Class 23 contains 19587 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021268.000000 Penalty: 37888.101562
Iteration 249Q: 19 clusters Score -5.402127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 28685 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50811 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26429 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 81742 members 
Mstep: Class 11 contains 19183 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62219 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115010 members 
Mstep: Class 23 contains 19587 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021296.000000 Penalty: 37888.101562
Iteration 250Q: 19 clusters Score -5.40213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 28685 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50811 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26429 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 81742 members 
Mstep: Class 11 contains 19183 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62219 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115010 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021292.000000 Penalty: 37888.101562
Iteration 251Q: 19 clusters Score -5.402129e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 28684 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50811 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26429 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 81742 members 
Mstep: Class 11 contains 19184 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62218 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115010 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021312.000000 Penalty: 37888.101562
Iteration 252Q: 19 clusters Score -5.402131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 28684 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50811 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26429 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 81741 members 
Mstep: Class 11 contains 19184 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62219 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115009 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021304.000000 Penalty: 37888.101562
Iteration 253Q: 19 clusters Score -5.40213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 28684 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50811 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26429 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 81741 members 
Mstep: Class 11 contains 19184 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62218 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115009 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021288.000000 Penalty: 37888.101562
Iteration 254Q: 19 clusters Score -5.402129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 28684 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50811 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26429 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 81739 members 
Mstep: Class 11 contains 19184 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62221 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115007 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021304.000000 Penalty: 37888.101562
Iteration 255Q: 19 clusters Score -5.40213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 28684 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50812 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26428 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 81738 members 
Mstep: Class 11 contains 19184 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62221 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115007 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021328.000000 Penalty: 37888.101562
Iteration 256Q: 19 clusters Score -5.402133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 28684 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50812 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26429 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 81735 members 
Mstep: Class 11 contains 19184 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62223 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115006 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021300.000000 Penalty: 37888.101562
Iteration 257Q: 19 clusters Score -5.40213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 28684 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50813 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26429 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 81733 members 
Mstep: Class 11 contains 19184 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62222 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115006 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021300.000000 Penalty: 37888.101562
Iteration 258Q: 19 clusters Score -5.40213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 28684 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50814 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26430 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 81732 members 
Mstep: Class 11 contains 19184 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62221 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115005 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021288.000000 Penalty: 37888.101562
Iteration 259Q: 19 clusters Score -5.402129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 28684 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50813 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26430 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 81731 members 
Mstep: Class 11 contains 19184 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62221 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115006 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021324.000000 Penalty: 37888.101562
Iteration 260F: 19 clusters Score -5.402132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 28684 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50813 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26430 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 81730 members 
Mstep: Class 11 contains 19184 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62223 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115004 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021312.000000 Penalty: 37888.101562
Iteration 261Q: 19 clusters Score -5.402131e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 28684 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50814 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26430 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 81728 members 
Mstep: Class 11 contains 19185 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62222 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115004 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021316.000000 Penalty: 37888.101562
Iteration 262Q: 19 clusters Score -5.402132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 28684 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50815 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26430 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 81727 members 
Mstep: Class 11 contains 19185 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62222 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115003 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021320.000000 Penalty: 37888.101562
Iteration 263Q: 19 clusters Score -5.402132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 28683 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50815 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26431 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 81727 members 
Mstep: Class 11 contains 19185 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62221 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115002 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021320.000000 Penalty: 37888.101562
Iteration 264Q: 19 clusters Score -5.402132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 28684 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50815 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26430 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 81727 members 
Mstep: Class 11 contains 19185 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62221 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115001 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021324.000000 Penalty: 37888.101562
Iteration 265Q: 19 clusters Score -5.402132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 28685 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50815 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26430 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 81727 members 
Mstep: Class 11 contains 19185 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62221 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115000 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021340.000000 Penalty: 37888.101562
Iteration 266Q: 19 clusters Score -5.402134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 28685 members 
Mstep: Class 3 contains 302 members 
Mstep: Class 5 contains 50815 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26430 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 81727 members 
Mstep: Class 11 contains 19185 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62221 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115000 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -54021340.000000 Penalty: 37888.101562
Iteration 267F: 19 clusters Score -5.402134e+07 nChanged 0
Entering ConstructFrom: 
Score: -54021340.000000 Penalty: 37888.101562
Entering ConstructFrom: 
Trying to split cluster 1 (10970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Entering Unmasked Estep 
Score: -1436568.000000 Penalty: 1511.724365
	Iteration 0F: 2 clusters Score -1436568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1428763.500000 Penalty: 3023.448730
	Iteration 0F: 3 clusters Score -1428764 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1431378.000000 Penalty: 3023.448730
	Iteration 1F: 3 clusters Score -1431378 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1431620.375000 Penalty: 3023.448730
	Iteration 2F: 3 clusters Score -1431620 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1431867.500000 Penalty: 3023.448730
	Iteration 3Q: 3 clusters Score -1431868 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1432100.875000 Penalty: 3023.448730
	Iteration 4Q: 3 clusters Score -1432101 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1432358.750000 Penalty: 3023.448730
	Iteration 5Q: 3 clusters Score -1432359 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1432609.375000 Penalty: 3023.448730
	Iteration 6Q: 3 clusters Score -1432609 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1432841.875000 Penalty: 3023.448730
	Iteration 7Q: 3 clusters Score -1432842 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1433104.000000 Penalty: 3023.448730
	Iteration 8Q: 3 clusters Score -1433104 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1433389.000000 Penalty: 3023.448730
	Iteration 9Q: 3 clusters Score -1433389 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1433649.375000 Penalty: 3023.448730
	Iteration 10Q: 3 clusters Score -1433649 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1433855.875000 Penalty: 3023.448730
	Iteration 11Q: 3 clusters Score -1433856 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1434026.875000 Penalty: 3023.448730
	Iteration 12Q: 3 clusters Score -1434027 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1434110.125000 Penalty: 3023.448730
	Iteration 13Q: 3 clusters Score -1434110 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1434164.250000 Penalty: 3023.448730
	Iteration 14Q: 3 clusters Score -1434164 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1434197.250000 Penalty: 3023.448730
	Iteration 15Q: 3 clusters Score -1434197 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1434228.500000 Penalty: 3023.448730
	Iteration 16Q: 3 clusters Score -1434228 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1434248.750000 Penalty: 3023.448730
	Iteration 17Q: 3 clusters Score -1434249 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1434265.375000 Penalty: 3023.448730
	Iteration 18Q: 3 clusters Score -1434265 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1434272.625000 Penalty: 3023.448730
	Iteration 19Q: 3 clusters Score -1434273 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1434288.375000 Penalty: 3023.448730
	Iteration 20F: 3 clusters Score -1434288 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1434309.750000 Penalty: 3023.448730
	Iteration 21Q: 3 clusters Score -1434310 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1434331.875000 Penalty: 3023.448730
	Iteration 22Q: 3 clusters Score -1434332 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1434352.625000 Penalty: 3023.448730
	Iteration 23Q: 3 clusters Score -1434353 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1434364.250000 Penalty: 3023.448730
	Iteration 24Q: 3 clusters Score -1434364 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1434381.000000 Penalty: 3023.448730
	Iteration 25Q: 3 clusters Score -1434381 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1434393.375000 Penalty: 3023.448730
	Iteration 26Q: 3 clusters Score -1434393 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1434408.625000 Penalty: 3023.448730
	Iteration 27Q: 3 clusters Score -1434409 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1434435.000000 Penalty: 3023.448730
	Iteration 28Q: 3 clusters Score -1434435 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1434449.500000 Penalty: 3023.448730
	Iteration 29Q: 3 clusters Score -1434450 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1434468.000000 Penalty: 3023.448730
	Iteration 30Q: 3 clusters Score -1434468 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1434487.250000 Penalty: 3023.448730
	Iteration 31Q: 3 clusters Score -1434487 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1434504.000000 Penalty: 3023.448730
	Iteration 32Q: 3 clusters Score -1434504 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1434526.250000 Penalty: 3023.448730
	Iteration 33Q: 3 clusters Score -1434526 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1434544.375000 Penalty: 3023.448730
	Iteration 34Q: 3 clusters Score -1434544 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1434570.125000 Penalty: 3023.448730
	Iteration 35Q: 3 clusters Score -1434570 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1434592.750000 Penalty: 3023.448730
	Iteration 36Q: 3 clusters Score -1434593 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1434609.500000 Penalty: 3023.448730
	Iteration 37Q: 3 clusters Score -1434610 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1434626.625000 Penalty: 3023.448730
	Iteration 38Q: 3 clusters Score -1434627 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1434646.000000 Penalty: 3023.448730
	Iteration 39Q: 3 clusters Score -1434646 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1434663.750000 Penalty: 3023.448730
	Iteration 40F: 3 clusters Score -1434664 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1434685.500000 Penalty: 3023.448730
	Iteration 41Q: 3 clusters Score -1434686 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1434708.500000 Penalty: 3023.448730
	Iteration 42Q: 3 clusters Score -1434708 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1434729.125000 Penalty: 3023.448730
	Iteration 43Q: 3 clusters Score -1434729 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1434744.875000 Penalty: 3023.448730
	Iteration 44Q: 3 clusters Score -1434745 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1434763.000000 Penalty: 3023.448730
	Iteration 45Q: 3 clusters Score -1434763 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1434777.625000 Penalty: 3023.448730
	Iteration 46Q: 3 clusters Score -1434778 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1434798.875000 Penalty: 3023.448730
	Iteration 47Q: 3 clusters Score -1434799 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1434818.625000 Penalty: 3023.448730
	Iteration 48Q: 3 clusters Score -1434819 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1434847.125000 Penalty: 3023.448730
	Iteration 49Q: 3 clusters Score -1434847 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1434877.875000 Penalty: 3023.448730
	Iteration 50Q: 3 clusters Score -1434878 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1434903.000000 Penalty: 3023.448730
	Iteration 51Q: 3 clusters Score -1434903 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1434925.750000 Penalty: 3023.448730
	Iteration 52Q: 3 clusters Score -1434926 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1434952.750000 Penalty: 3023.448730
	Iteration 53Q: 3 clusters Score -1434953 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1434971.500000 Penalty: 3023.448730
	Iteration 54Q: 3 clusters Score -1434972 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1434986.875000 Penalty: 3023.448730
	Iteration 55Q: 3 clusters Score -1434987 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1434998.500000 Penalty: 3023.448730
	Iteration 56Q: 3 clusters Score -1434998 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1435010.875000 Penalty: 3023.448730
	Iteration 57Q: 3 clusters Score -1435011 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1435018.875000 Penalty: 3023.448730
	Iteration 58Q: 3 clusters Score -1435019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1435026.625000 Penalty: 3023.448730
	Iteration 59Q: 3 clusters Score -1435027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1435031.375000 Penalty: 3023.448730
	Iteration 60F: 3 clusters Score -1435031 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1435041.000000 Penalty: 3023.448730
	Iteration 61Q: 3 clusters Score -1435041 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1435047.500000 Penalty: 3023.448730
	Iteration 62Q: 3 clusters Score -1435048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1435059.125000 Penalty: 3023.448730
	Iteration 63Q: 3 clusters Score -1435059 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1435071.625000 Penalty: 3023.448730
	Iteration 64Q: 3 clusters Score -1435072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1435076.625000 Penalty: 3023.448730
	Iteration 65Q: 3 clusters Score -1435077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1435075.375000 Penalty: 3023.448730
	Iteration 66Q: 3 clusters Score -1435075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1435078.875000 Penalty: 3023.448730
	Iteration 67Q: 3 clusters Score -1435079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1435086.500000 Penalty: 3023.448730
	Iteration 68Q: 3 clusters Score -1435086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1435093.625000 Penalty: 3023.448730
	Iteration 69Q: 3 clusters Score -1435094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1435101.875000 Penalty: 3023.448730
	Iteration 70Q: 3 clusters Score -1435102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1435114.750000 Penalty: 3023.448730
	Iteration 71Q: 3 clusters Score -1435115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1435123.500000 Penalty: 3023.448730
	Iteration 72Q: 3 clusters Score -1435124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1435134.625000 Penalty: 3023.448730
	Iteration 73Q: 3 clusters Score -1435135 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1435141.750000 Penalty: 3023.448730
	Iteration 74Q: 3 clusters Score -1435142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1435152.250000 Penalty: 3023.448730
	Iteration 75Q: 3 clusters Score -1435152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1435158.125000 Penalty: 3023.448730
	Iteration 76Q: 3 clusters Score -1435158 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1435166.125000 Penalty: 3023.448730
	Iteration 77Q: 3 clusters Score -1435166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1435175.250000 Penalty: 3023.448730
	Iteration 78Q: 3 clusters Score -1435175 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1435189.500000 Penalty: 3023.448730
	Iteration 79Q: 3 clusters Score -1435190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1435198.500000 Penalty: 3023.448730
	Iteration 80F: 3 clusters Score -1435198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1435208.625000 Penalty: 3023.448730
	Iteration 81Q: 3 clusters Score -1435209 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1435215.375000 Penalty: 3023.448730
	Iteration 82Q: 3 clusters Score -1435215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1435216.750000 Penalty: 3023.448730
	Iteration 83Q: 3 clusters Score -1435217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1435222.750000 Penalty: 3023.448730
	Iteration 84Q: 3 clusters Score -1435223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1435232.375000 Penalty: 3023.448730
	Iteration 85Q: 3 clusters Score -1435232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1435242.750000 Penalty: 3023.448730
	Iteration 86Q: 3 clusters Score -1435243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1435245.625000 Penalty: 3023.448730
	Iteration 87Q: 3 clusters Score -1435246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1435248.750000 Penalty: 3023.448730
	Iteration 88Q: 3 clusters Score -1435249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1435253.625000 Penalty: 3023.448730
	Iteration 89Q: 3 clusters Score -1435254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1435256.625000 Penalty: 3023.448730
	Iteration 90Q: 3 clusters Score -1435257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1435261.125000 Penalty: 3023.448730
	Iteration 91Q: 3 clusters Score -1435261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1435263.500000 Penalty: 3023.448730
	Iteration 92Q: 3 clusters Score -1435264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1435264.375000 Penalty: 3023.448730
	Iteration 93Q: 3 clusters Score -1435264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1435265.500000 Penalty: 3023.448730
	Iteration 94Q: 3 clusters Score -1435266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1435263.500000 Penalty: 3023.448730
	Iteration 95Q: 3 clusters Score -1435264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1435263.875000 Penalty: 3023.448730
	Iteration 96Q: 3 clusters Score -1435264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1435270.125000 Penalty: 3023.448730
	Iteration 97Q: 3 clusters Score -1435270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1435271.625000 Penalty: 3023.448730
	Iteration 98Q: 3 clusters Score -1435272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1435270.625000 Penalty: 3023.448730
	Iteration 99Q: 3 clusters Score -1435271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1435274.250000 Penalty: 3023.448730
	Iteration 100F: 3 clusters Score -1435274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1435276.625000 Penalty: 3023.448730
	Iteration 101Q: 3 clusters Score -1435277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1435279.500000 Penalty: 3023.448730
	Iteration 102Q: 3 clusters Score -1435280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1435285.500000 Penalty: 3023.448730
	Iteration 103Q: 3 clusters Score -1435286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1435287.250000 Penalty: 3023.448730
	Iteration 104Q: 3 clusters Score -1435287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1435287.250000 Penalty: 3023.448730
	Iteration 105Q: 3 clusters Score -1435287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1435285.750000 Penalty: 3023.448730
	Iteration 106Q: 3 clusters Score -1435286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1435284.125000 Penalty: 3023.448730
	Iteration 107Q: 3 clusters Score -1435284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1435285.375000 Penalty: 3023.448730
	Iteration 108Q: 3 clusters Score -1435285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1435285.875000 Penalty: 3023.448730
	Iteration 109Q: 3 clusters Score -1435286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1435285.875000 Penalty: 3023.448730
	Iteration 110F: 3 clusters Score -1435286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Entering Unmasked Estep 
Score: -3761324.250000 Penalty: 1667.921021
	Iteration 0F: 2 clusters Score -3761324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -3741931.750000 Penalty: 3335.842041
	Iteration 0F: 3 clusters Score -3741932 nChanged 13297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -3749288.750000 Penalty: 3335.842041
	Iteration 1F: 3 clusters Score -3749289 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -3749734.750000 Penalty: 3335.842041
	Iteration 2Q: 3 clusters Score -3749735 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -3750231.750000 Penalty: 3335.842041
	Iteration 3Q: 3 clusters Score -3750232 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -3750814.750000 Penalty: 3335.842041
	Iteration 4Q: 3 clusters Score -3750815 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -3751615.000000 Penalty: 3335.842041
	Iteration 5F: 3 clusters Score -3751615 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -3752706.500000 Penalty: 3335.842041
	Iteration 6F: 3 clusters Score -3752706 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -3754213.750000 Penalty: 3335.842041
	Iteration 7F: 3 clusters Score -3754214 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -3755783.750000 Penalty: 3335.842041
	Iteration 8F: 3 clusters Score -3755784 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -3756985.250000 Penalty: 3335.842041
	Iteration 9F: 3 clusters Score -3756985 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -3757579.000000 Penalty: 3335.842041
	Iteration 10Q: 3 clusters Score -3757579 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -3757868.250000 Penalty: 3335.842041
	Iteration 11Q: 3 clusters Score -3757868 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -3758052.250000 Penalty: 3335.842041
	Iteration 12Q: 3 clusters Score -3758052 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -3758230.250000 Penalty: 3335.842041
	Iteration 13Q: 3 clusters Score -3758230 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3758369.250000 Penalty: 3335.842041
	Iteration 14Q: 3 clusters Score -3758369 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -3758485.250000 Penalty: 3335.842041
	Iteration 15Q: 3 clusters Score -3758485 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -3758609.750000 Penalty: 3335.842041
	Iteration 16Q: 3 clusters Score -3758610 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -3758723.750000 Penalty: 3335.842041
	Iteration 17Q: 3 clusters Score -3758724 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -3758833.500000 Penalty: 3335.842041
	Iteration 18Q: 3 clusters Score -3758834 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -3758920.000000 Penalty: 3335.842041
	Iteration 19Q: 3 clusters Score -3758920 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -3759025.250000 Penalty: 3335.842041
	Iteration 20F: 3 clusters Score -3759025 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -3759119.500000 Penalty: 3335.842041
	Iteration 21Q: 3 clusters Score -3759120 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -3759183.000000 Penalty: 3335.842041
	Iteration 22Q: 3 clusters Score -3759183 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -3759263.000000 Penalty: 3335.842041
	Iteration 23Q: 3 clusters Score -3759263 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -3759325.000000 Penalty: 3335.842041
	Iteration 24Q: 3 clusters Score -3759325 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -3759383.750000 Penalty: 3335.842041
	Iteration 25Q: 3 clusters Score -3759384 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3759431.000000 Penalty: 3335.842041
	Iteration 26Q: 3 clusters Score -3759431 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -3759486.500000 Penalty: 3335.842041
	Iteration 27Q: 3 clusters Score -3759486 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -3759536.500000 Penalty: 3335.842041
	Iteration 28Q: 3 clusters Score -3759536 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -3759580.500000 Penalty: 3335.842041
	Iteration 29Q: 3 clusters Score -3759580 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -3759606.000000 Penalty: 3335.842041
	Iteration 30Q: 3 clusters Score -3759606 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -3759643.250000 Penalty: 3335.842041
	Iteration 31Q: 3 clusters Score -3759643 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -3759664.750000 Penalty: 3335.842041
	Iteration 32Q: 3 clusters Score -3759665 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3759696.000000 Penalty: 3335.842041
	Iteration 33Q: 3 clusters Score -3759696 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -3759731.000000 Penalty: 3335.842041
	Iteration 34Q: 3 clusters Score -3759731 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -3759763.250000 Penalty: 3335.842041
	Iteration 35Q: 3 clusters Score -3759763 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -3759798.000000 Penalty: 3335.842041
	Iteration 36Q: 3 clusters Score -3759798 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -3759843.500000 Penalty: 3335.842041
	Iteration 37Q: 3 clusters Score -3759844 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -3759863.000000 Penalty: 3335.842041
	Iteration 38Q: 3 clusters Score -3759863 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -3759876.250000 Penalty: 3335.842041
	Iteration 39Q: 3 clusters Score -3759876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -3759897.000000 Penalty: 3335.842041
	Iteration 40F: 3 clusters Score -3759897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -3759905.750000 Penalty: 3335.842041
	Iteration 41Q: 3 clusters Score -3759906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -3759904.750000 Penalty: 3335.842041
	Iteration 42Q: 3 clusters Score -3759905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -3759909.750000 Penalty: 3335.842041
	Iteration 43Q: 3 clusters Score -3759910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -3759921.500000 Penalty: 3335.842041
	Iteration 44Q: 3 clusters Score -3759922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -3759922.750000 Penalty: 3335.842041
	Iteration 45Q: 3 clusters Score -3759923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -3759927.000000 Penalty: 3335.842041
	Iteration 46Q: 3 clusters Score -3759927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -3759927.750000 Penalty: 3335.842041
	Iteration 47Q: 3 clusters Score -3759928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -3759931.250000 Penalty: 3335.842041
	Iteration 48Q: 3 clusters Score -3759931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -3759935.500000 Penalty: 3335.842041
	Iteration 49Q: 3 clusters Score -3759936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -3759935.750000 Penalty: 3335.842041
	Iteration 50Q: 3 clusters Score -3759936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -3759940.000000 Penalty: 3335.842041
	Iteration 51Q: 3 clusters Score -3759940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -3759950.750000 Penalty: 3335.842041
	Iteration 52Q: 3 clusters Score -3759951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -3759944.750000 Penalty: 3335.842041
	Iteration 53Q: 3 clusters Score -3759945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -3759953.000000 Penalty: 3335.842041
	Iteration 54Q: 3 clusters Score -3759953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -3759957.500000 Penalty: 3335.842041
	Iteration 55Q: 3 clusters Score -3759958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -3759956.250000 Penalty: 3335.842041
	Iteration 56Q: 3 clusters Score -3759956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -3759956.750000 Penalty: 3335.842041
	Iteration 57Q: 3 clusters Score -3759957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -3759956.750000 Penalty: 3335.842041
	Iteration 58Q: 3 clusters Score -3759957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -3759957.000000 Penalty: 3335.842041
	Iteration 59Q: 3 clusters Score -3759957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -3759958.250000 Penalty: 3335.842041
	Iteration 60F: 3 clusters Score -3759958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -3759959.000000 Penalty: 3335.842041
	Iteration 61Q: 3 clusters Score -3759959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -3759962.750000 Penalty: 3335.842041
	Iteration 62Q: 3 clusters Score -3759963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -3759961.000000 Penalty: 3335.842041
	Iteration 63Q: 3 clusters Score -3759961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -3759960.250000 Penalty: 3335.842041
	Iteration 64Q: 3 clusters Score -3759960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -3759963.000000 Penalty: 3335.842041
	Iteration 65Q: 3 clusters Score -3759963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -3759961.500000 Penalty: 3335.842041
	Iteration 66Q: 3 clusters Score -3759962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -3759961.500000 Penalty: 3335.842041
	Iteration 67F: 3 clusters Score -3759962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -13565.537109 Penalty: 927.944336
	Iteration 0F: 2 clusters Score -13565.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12900.956055 Penalty: 1855.888672
	Iteration 0F: 3 clusters Score -12900.96 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13220.870117 Penalty: 1855.888672
	Iteration 1F: 3 clusters Score -13220.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13373.613281 Penalty: 1855.888672
	Iteration 2F: 3 clusters Score -13373.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13539.133789 Penalty: 1855.888672
	Iteration 3Q: 3 clusters Score -13539.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13558.826172 Penalty: 1855.888672
	Iteration 4Q: 3 clusters Score -13558.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -13604.770508 Penalty: 1855.888672
	Iteration 5Q: 3 clusters Score -13604.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13615.344727 Penalty: 1855.888672
	Iteration 6Q: 3 clusters Score -13615.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13669.449219 Penalty: 1855.888672
	Iteration 7Q: 3 clusters Score -13669.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -13692.249023 Penalty: 1855.888672
	Iteration 8Q: 3 clusters Score -13692.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13700.230469 Penalty: 1855.888672
	Iteration 9Q: 3 clusters Score -13700.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13702.352539 Penalty: 1855.888672
	Iteration 10Q: 3 clusters Score -13702.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13722.375977 Penalty: 1855.888672
	Iteration 11Q: 3 clusters Score -13722.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13728.342773 Penalty: 1855.888672
	Iteration 12Q: 3 clusters Score -13728.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13731.513672 Penalty: 1855.888672
	Iteration 13Q: 3 clusters Score -13731.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13731.513672 Penalty: 1855.888672
	Iteration 14F: 3 clusters Score -13731.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 28685 members 
Mstep: Class 3 contains 188 members 
Mstep: Class 4 contains 114 members 
Mstep: Class 5 contains 50815 members 
Mstep: Class 6 contains 325 members 
Mstep: Class 7 contains 26430 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 81727 members 
Mstep: Class 11 contains 19185 members 
Mstep: Class 12 contains 880 members 
Mstep: Class 14 contains 502 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 17 contains 62221 members 
Mstep: Class 20 contains 3074 members 
Mstep: Class 22 contains 115000 members 
Mstep: Class 23 contains 19586 members 
Mstep: Class 24 contains 534 members 
Entering Unmasked Estep 
Score: -54020332.000000 Penalty: 39992.996094
Splitting cluster 3 changes total score from -54021340.000000 to -54020332.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (50815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Entering Unmasked Estep 
Score: -6607049.500000 Penalty: 1760.841431
	Iteration 0F: 2 clusters Score -6607050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -6573019.000000 Penalty: 3521.682861
	Iteration 0F: 3 clusters Score -6573019 nChanged 23951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -6587100.000000 Penalty: 3521.682861
	Iteration 1F: 3 clusters Score -6587100 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -6588023.000000 Penalty: 3521.682861
	Iteration 2Q: 3 clusters Score -6588023 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -6589413.000000 Penalty: 3521.682861
	Iteration 3F: 3 clusters Score -6589413 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -6591484.000000 Penalty: 3521.682861
	Iteration 4F: 3 clusters Score -6591484 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -6594214.500000 Penalty: 3521.682861
	Iteration 5F: 3 clusters Score -6594214 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -6597203.000000 Penalty: 3521.682861
	Iteration 6F: 3 clusters Score -6597203 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -6599614.500000 Penalty: 3521.682861
	Iteration 7F: 3 clusters Score -6599614 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -6600854.000000 Penalty: 3521.682861
	Iteration 8Q: 3 clusters Score -6600854 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -6601406.000000 Penalty: 3521.682861
	Iteration 9Q: 3 clusters Score -6601406 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -6601740.500000 Penalty: 3521.682861
	Iteration 10Q: 3 clusters Score -6601740 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -6602000.500000 Penalty: 3521.682861
	Iteration 11Q: 3 clusters Score -6602000 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -6602149.500000 Penalty: 3521.682861
	Iteration 12Q: 3 clusters Score -6602150 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -6602342.500000 Penalty: 3521.682861
	Iteration 13Q: 3 clusters Score -6602342 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -6602553.000000 Penalty: 3521.682861
	Iteration 14Q: 3 clusters Score -6602553 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -6602664.000000 Penalty: 3521.682861
	Iteration 15Q: 3 clusters Score -6602664 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -6602796.500000 Penalty: 3521.682861
	Iteration 16Q: 3 clusters Score -6602796 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -6602951.500000 Penalty: 3521.682861
	Iteration 17Q: 3 clusters Score -6602952 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -6603052.500000 Penalty: 3521.682861
	Iteration 18Q: 3 clusters Score -6603052 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -6603135.500000 Penalty: 3521.682861
	Iteration 19Q: 3 clusters Score -6603136 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -6603254.500000 Penalty: 3521.682861
	Iteration 20F: 3 clusters Score -6603254 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -6603319.500000 Penalty: 3521.682861
	Iteration 21Q: 3 clusters Score -6603320 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -6603445.000000 Penalty: 3521.682861
	Iteration 22Q: 3 clusters Score -6603445 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -6603562.000000 Penalty: 3521.682861
	Iteration 23Q: 3 clusters Score -6603562 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -6603667.000000 Penalty: 3521.682861
	Iteration 24Q: 3 clusters Score -6603667 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -6603797.000000 Penalty: 3521.682861
	Iteration 25Q: 3 clusters Score -6603797 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -6603910.000000 Penalty: 3521.682861
	Iteration 26Q: 3 clusters Score -6603910 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -6604012.000000 Penalty: 3521.682861
	Iteration 27Q: 3 clusters Score -6604012 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -6604172.000000 Penalty: 3521.682861
	Iteration 28Q: 3 clusters Score -6604172 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -6604257.000000 Penalty: 3521.682861
	Iteration 29Q: 3 clusters Score -6604257 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -6604338.000000 Penalty: 3521.682861
	Iteration 30Q: 3 clusters Score -6604338 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -6604448.000000 Penalty: 3521.682861
	Iteration 31Q: 3 clusters Score -6604448 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -6604557.000000 Penalty: 3521.682861
	Iteration 32Q: 3 clusters Score -6604557 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -6604651.500000 Penalty: 3521.682861
	Iteration 33Q: 3 clusters Score -6604652 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -6604761.000000 Penalty: 3521.682861
	Iteration 34Q: 3 clusters Score -6604761 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -6604834.500000 Penalty: 3521.682861
	Iteration 35Q: 3 clusters Score -6604834 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -6604882.500000 Penalty: 3521.682861
	Iteration 36Q: 3 clusters Score -6604882 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -6604935.500000 Penalty: 3521.682861
	Iteration 37Q: 3 clusters Score -6604936 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -6604993.500000 Penalty: 3521.682861
	Iteration 38Q: 3 clusters Score -6604994 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -6605050.500000 Penalty: 3521.682861
	Iteration 39Q: 3 clusters Score -6605050 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6605060.500000 Penalty: 3521.682861
	Iteration 40F: 3 clusters Score -6605060 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6605153.000000 Penalty: 3521.682861
	Iteration 41Q: 3 clusters Score -6605153 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6605191.000000 Penalty: 3521.682861
	Iteration 42Q: 3 clusters Score -6605191 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6605238.000000 Penalty: 3521.682861
	Iteration 43Q: 3 clusters Score -6605238 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6605281.500000 Penalty: 3521.682861
	Iteration 44Q: 3 clusters Score -6605282 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6605313.000000 Penalty: 3521.682861
	Iteration 45Q: 3 clusters Score -6605313 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -6605341.000000 Penalty: 3521.682861
	Iteration 46Q: 3 clusters Score -6605341 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -6605360.000000 Penalty: 3521.682861
	Iteration 47Q: 3 clusters Score -6605360 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6605362.500000 Penalty: 3521.682861
	Iteration 48Q: 3 clusters Score -6605362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -6605374.000000 Penalty: 3521.682861
	Iteration 49Q: 3 clusters Score -6605374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6605404.000000 Penalty: 3521.682861
	Iteration 50Q: 3 clusters Score -6605404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6605430.500000 Penalty: 3521.682861
	Iteration 51Q: 3 clusters Score -6605430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49954 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6605435.500000 Penalty: 3521.682861
	Iteration 52Q: 3 clusters Score -6605436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6605454.000000 Penalty: 3521.682861
	Iteration 53Q: 3 clusters Score -6605454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6605464.000000 Penalty: 3521.682861
	Iteration 54Q: 3 clusters Score -6605464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6605466.500000 Penalty: 3521.682861
	Iteration 55Q: 3 clusters Score -6605466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6605480.500000 Penalty: 3521.682861
	Iteration 56Q: 3 clusters Score -6605480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50069 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6605478.500000 Penalty: 3521.682861
	Iteration 57Q: 3 clusters Score -6605478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6605483.500000 Penalty: 3521.682861
	Iteration 58Q: 3 clusters Score -6605484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6605498.000000 Penalty: 3521.682861
	Iteration 59Q: 3 clusters Score -6605498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6605493.500000 Penalty: 3521.682861
	Iteration 60F: 3 clusters Score -6605494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6605499.000000 Penalty: 3521.682861
	Iteration 61Q: 3 clusters Score -6605499 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6605498.500000 Penalty: 3521.682861
	Iteration 62Q: 3 clusters Score -6605498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6605509.500000 Penalty: 3521.682861
	Iteration 63Q: 3 clusters Score -6605510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50181 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6605503.000000 Penalty: 3521.682861
	Iteration 64Q: 3 clusters Score -6605503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6605507.500000 Penalty: 3521.682861
	Iteration 65Q: 3 clusters Score -6605508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6605506.000000 Penalty: 3521.682861
	Iteration 66Q: 3 clusters Score -6605506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -6605512.500000 Penalty: 3521.682861
	Iteration 67Q: 3 clusters Score -6605512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6605510.000000 Penalty: 3521.682861
	Iteration 68Q: 3 clusters Score -6605510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6605514.000000 Penalty: 3521.682861
	Iteration 69Q: 3 clusters Score -6605514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6605516.500000 Penalty: 3521.682861
	Iteration 70Q: 3 clusters Score -6605516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6605515.000000 Penalty: 3521.682861
	Iteration 71Q: 3 clusters Score -6605515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6605512.500000 Penalty: 3521.682861
	Iteration 72Q: 3 clusters Score -6605512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6605522.500000 Penalty: 3521.682861
	Iteration 73Q: 3 clusters Score -6605522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6605520.500000 Penalty: 3521.682861
	Iteration 74Q: 3 clusters Score -6605520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6605522.500000 Penalty: 3521.682861
	Iteration 75Q: 3 clusters Score -6605522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6605528.500000 Penalty: 3521.682861
	Iteration 76Q: 3 clusters Score -6605528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6605524.500000 Penalty: 3521.682861
	Iteration 77Q: 3 clusters Score -6605524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6605523.000000 Penalty: 3521.682861
	Iteration 78Q: 3 clusters Score -6605523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6605523.000000 Penalty: 3521.682861
	Iteration 79F: 3 clusters Score -6605523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -51917.058594 Penalty: 939.871643
	Iteration 0F: 2 clusters Score -51917.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50972.238281 Penalty: 1879.743286
	Iteration 0F: 3 clusters Score -50972.24 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51047.066406 Penalty: 1879.743286
	Iteration 1F: 3 clusters Score -51047.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51078.101562 Penalty: 1879.743286
	Iteration 2Q: 3 clusters Score -51078.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51090.300781 Penalty: 1879.743286
	Iteration 3Q: 3 clusters Score -51090.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51092.691406 Penalty: 1879.743286
	Iteration 4Q: 3 clusters Score -51092.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -51095.792969 Penalty: 1879.743286
	Iteration 5Q: 3 clusters Score -51095.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -51103.062500 Penalty: 1879.743286
	Iteration 6Q: 3 clusters Score -51103.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -51112.039062 Penalty: 1879.743286
	Iteration 7Q: 3 clusters Score -51112.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -51113.652344 Penalty: 1879.743286
	Iteration 8Q: 3 clusters Score -51113.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -51115.914062 Penalty: 1879.743286
	Iteration 9Q: 3 clusters Score -51115.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -51115.914062 Penalty: 1879.743286
	Iteration 10F: 3 clusters Score -51115.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -3459112.250000 Penalty: 1654.616455
	Iteration 0F: 2 clusters Score -3459112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -3441201.500000 Penalty: 3309.232910
	Iteration 0F: 3 clusters Score -3441202 nChanged 12299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -3447759.000000 Penalty: 3309.232910
	Iteration 1F: 3 clusters Score -3447759 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -3448061.750000 Penalty: 3309.232910
	Iteration 2Q: 3 clusters Score -3448062 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -3448341.750000 Penalty: 3309.232910
	Iteration 3Q: 3 clusters Score -3448342 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -3448574.000000 Penalty: 3309.232910
	Iteration 4Q: 3 clusters Score -3448574 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3448863.250000 Penalty: 3309.232910
	Iteration 5Q: 3 clusters Score -3448863 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -3449171.750000 Penalty: 3309.232910
	Iteration 6Q: 3 clusters Score -3449172 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3449558.750000 Penalty: 3309.232910
	Iteration 7Q: 3 clusters Score -3449559 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -3450002.000000 Penalty: 3309.232910
	Iteration 8Q: 3 clusters Score -3450002 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3450583.750000 Penalty: 3309.232910
	Iteration 9Q: 3 clusters Score -3450584 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -3451318.500000 Penalty: 3309.232910
	Iteration 10Q: 3 clusters Score -3451318 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -3452262.500000 Penalty: 3309.232910
	Iteration 11F: 3 clusters Score -3452262 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -3453294.500000 Penalty: 3309.232910
	Iteration 12F: 3 clusters Score -3453294 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -3454095.500000 Penalty: 3309.232910
	Iteration 13Q: 3 clusters Score -3454096 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -3454576.500000 Penalty: 3309.232910
	Iteration 14Q: 3 clusters Score -3454576 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3454865.000000 Penalty: 3309.232910
	Iteration 15Q: 3 clusters Score -3454865 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -3455047.500000 Penalty: 3309.232910
	Iteration 16Q: 3 clusters Score -3455048 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3455182.000000 Penalty: 3309.232910
	Iteration 17Q: 3 clusters Score -3455182 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -3455313.250000 Penalty: 3309.232910
	Iteration 18Q: 3 clusters Score -3455313 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -3455445.000000 Penalty: 3309.232910
	Iteration 19Q: 3 clusters Score -3455445 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -3455531.750000 Penalty: 3309.232910
	Iteration 20F: 3 clusters Score -3455532 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -3455648.000000 Penalty: 3309.232910
	Iteration 21Q: 3 clusters Score -3455648 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -3455749.250000 Penalty: 3309.232910
	Iteration 22Q: 3 clusters Score -3455749 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -3455814.000000 Penalty: 3309.232910
	Iteration 23Q: 3 clusters Score -3455814 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -3455919.750000 Penalty: 3309.232910
	Iteration 24Q: 3 clusters Score -3455920 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -3456004.000000 Penalty: 3309.232910
	Iteration 25Q: 3 clusters Score -3456004 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -3456073.500000 Penalty: 3309.232910
	Iteration 26Q: 3 clusters Score -3456074 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -3456123.000000 Penalty: 3309.232910
	Iteration 27Q: 3 clusters Score -3456123 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -3456178.000000 Penalty: 3309.232910
	Iteration 28Q: 3 clusters Score -3456178 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -3456236.000000 Penalty: 3309.232910
	Iteration 29Q: 3 clusters Score -3456236 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -3456286.250000 Penalty: 3309.232910
	Iteration 30Q: 3 clusters Score -3456286 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -3456346.250000 Penalty: 3309.232910
	Iteration 31Q: 3 clusters Score -3456346 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -3456402.500000 Penalty: 3309.232910
	Iteration 32Q: 3 clusters Score -3456402 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -3456450.250000 Penalty: 3309.232910
	Iteration 33Q: 3 clusters Score -3456450 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -3456504.000000 Penalty: 3309.232910
	Iteration 34Q: 3 clusters Score -3456504 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -3456534.250000 Penalty: 3309.232910
	Iteration 35Q: 3 clusters Score -3456534 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -3456588.750000 Penalty: 3309.232910
	Iteration 36Q: 3 clusters Score -3456589 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -3456636.500000 Penalty: 3309.232910
	Iteration 37Q: 3 clusters Score -3456636 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -3456678.500000 Penalty: 3309.232910
	Iteration 38Q: 3 clusters Score -3456678 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -3456712.000000 Penalty: 3309.232910
	Iteration 39Q: 3 clusters Score -3456712 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -3456767.500000 Penalty: 3309.232910
	Iteration 40F: 3 clusters Score -3456768 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -3456800.000000 Penalty: 3309.232910
	Iteration 41Q: 3 clusters Score -3456800 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -3456839.500000 Penalty: 3309.232910
	Iteration 42Q: 3 clusters Score -3456840 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -3456870.750000 Penalty: 3309.232910
	Iteration 43Q: 3 clusters Score -3456871 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -3456897.250000 Penalty: 3309.232910
	Iteration 44Q: 3 clusters Score -3456897 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -3456930.500000 Penalty: 3309.232910
	Iteration 45Q: 3 clusters Score -3456930 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -3456946.000000 Penalty: 3309.232910
	Iteration 46Q: 3 clusters Score -3456946 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3456993.000000 Penalty: 3309.232910
	Iteration 47Q: 3 clusters Score -3456993 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -3457021.500000 Penalty: 3309.232910
	Iteration 48Q: 3 clusters Score -3457022 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -3457044.500000 Penalty: 3309.232910
	Iteration 49Q: 3 clusters Score -3457044 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -3457074.500000 Penalty: 3309.232910
	Iteration 50Q: 3 clusters Score -3457074 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -3457119.500000 Penalty: 3309.232910
	Iteration 51Q: 3 clusters Score -3457120 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -3457148.250000 Penalty: 3309.232910
	Iteration 52Q: 3 clusters Score -3457148 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -3457180.750000 Penalty: 3309.232910
	Iteration 53Q: 3 clusters Score -3457181 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -3457205.000000 Penalty: 3309.232910
	Iteration 54Q: 3 clusters Score -3457205 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3457238.000000 Penalty: 3309.232910
	Iteration 55Q: 3 clusters Score -3457238 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -3457274.500000 Penalty: 3309.232910
	Iteration 56Q: 3 clusters Score -3457274 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -3457303.000000 Penalty: 3309.232910
	Iteration 57Q: 3 clusters Score -3457303 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -3457321.750000 Penalty: 3309.232910
	Iteration 58Q: 3 clusters Score -3457322 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -3457353.500000 Penalty: 3309.232910
	Iteration 59Q: 3 clusters Score -3457354 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -3457375.000000 Penalty: 3309.232910
	Iteration 60F: 3 clusters Score -3457375 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -3457395.750000 Penalty: 3309.232910
	Iteration 61Q: 3 clusters Score -3457396 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -3457416.000000 Penalty: 3309.232910
	Iteration 62Q: 3 clusters Score -3457416 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -3457444.750000 Penalty: 3309.232910
	Iteration 63Q: 3 clusters Score -3457445 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -3457459.250000 Penalty: 3309.232910
	Iteration 64Q: 3 clusters Score -3457459 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3457470.000000 Penalty: 3309.232910
	Iteration 65Q: 3 clusters Score -3457470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3457476.000000 Penalty: 3309.232910
	Iteration 66Q: 3 clusters Score -3457476 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -3457487.750000 Penalty: 3309.232910
	Iteration 67Q: 3 clusters Score -3457488 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -3457504.250000 Penalty: 3309.232910
	Iteration 68Q: 3 clusters Score -3457504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3457512.250000 Penalty: 3309.232910
	Iteration 69Q: 3 clusters Score -3457512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3457517.000000 Penalty: 3309.232910
	Iteration 70Q: 3 clusters Score -3457517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -3457529.500000 Penalty: 3309.232910
	Iteration 71Q: 3 clusters Score -3457530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -3457537.250000 Penalty: 3309.232910
	Iteration 72Q: 3 clusters Score -3457537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -3457546.250000 Penalty: 3309.232910
	Iteration 73Q: 3 clusters Score -3457546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -3457554.500000 Penalty: 3309.232910
	Iteration 74Q: 3 clusters Score -3457554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3457558.250000 Penalty: 3309.232910
	Iteration 75Q: 3 clusters Score -3457558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -3457563.500000 Penalty: 3309.232910
	Iteration 76Q: 3 clusters Score -3457564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3457571.750000 Penalty: 3309.232910
	Iteration 77Q: 3 clusters Score -3457572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -3457582.000000 Penalty: 3309.232910
	Iteration 78Q: 3 clusters Score -3457582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3457590.500000 Penalty: 3309.232910
	Iteration 79Q: 3 clusters Score -3457590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -3457591.500000 Penalty: 3309.232910
	Iteration 80F: 3 clusters Score -3457592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -3457591.250000 Penalty: 3309.232910
	Iteration 81Q: 3 clusters Score -3457591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -3457596.000000 Penalty: 3309.232910
	Iteration 82Q: 3 clusters Score -3457596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -3457596.250000 Penalty: 3309.232910
	Iteration 83Q: 3 clusters Score -3457596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -3457598.000000 Penalty: 3309.232910
	Iteration 84Q: 3 clusters Score -3457598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -3457598.500000 Penalty: 3309.232910
	Iteration 85Q: 3 clusters Score -3457598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -3457599.250000 Penalty: 3309.232910
	Iteration 86Q: 3 clusters Score -3457599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -3457600.500000 Penalty: 3309.232910
	Iteration 87Q: 3 clusters Score -3457600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -3457599.250000 Penalty: 3309.232910
	Iteration 88Q: 3 clusters Score -3457599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -3457599.250000 Penalty: 3309.232910
	Iteration 89F: 3 clusters Score -3457599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -54273.546875 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -54273.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53162.050781 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -53162.05 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -53322.007812 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -53322.01 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53390.753906 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -53390.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53427.296875 Penalty: 2053.078613
	Iteration 3Q: 3 clusters Score -53427.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53440.871094 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -53440.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -53445.941406 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -53445.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -53450.460938 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -53450.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -53455.082031 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -53455.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -53455.773438 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -53455.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -53455.773438 Penalty: 2053.078613
	Iteration 9F: 3 clusters Score -53455.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -100961.648438 Penalty: 1081.090210
	Iteration 0F: 2 clusters Score -100961.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -99674.500000 Penalty: 2162.180420
	Iteration 0F: 3 clusters Score -99674.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -99868.203125 Penalty: 2162.180420
	Iteration 1F: 3 clusters Score -99868.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -99936.304688 Penalty: 2162.180420
	Iteration 2F: 3 clusters Score -99936.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -99965.101562 Penalty: 2162.180420
	Iteration 3Q: 3 clusters Score -99965.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -99989.742188 Penalty: 2162.180420
	Iteration 4Q: 3 clusters Score -99989.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -100012.140625 Penalty: 2162.180420
	Iteration 5Q: 3 clusters Score -100012.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -100033.875000 Penalty: 2162.180420
	Iteration 6Q: 3 clusters Score -100033.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -100056.210938 Penalty: 2162.180420
	Iteration 7Q: 3 clusters Score -100056.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -100078.664062 Penalty: 2162.180420
	Iteration 8Q: 3 clusters Score -100078.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -100087.312500 Penalty: 2162.180420
	Iteration 9Q: 3 clusters Score -100087.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -100093.570312 Penalty: 2162.180420
	Iteration 10Q: 3 clusters Score -100093.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -100099.578125 Penalty: 2162.180420
	Iteration 11Q: 3 clusters Score -100099.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -100107.843750 Penalty: 2162.180420
	Iteration 12Q: 3 clusters Score -100107.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -100115.062500 Penalty: 2162.180420
	Iteration 13Q: 3 clusters Score -100115.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -100120.257812 Penalty: 2162.180420
	Iteration 14Q: 3 clusters Score -100120.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -100125.593750 Penalty: 2162.180420
	Iteration 15Q: 3 clusters Score -100125.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -100128.867188 Penalty: 2162.180420
	Iteration 16Q: 3 clusters Score -100128.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -100131.429688 Penalty: 2162.180420
	Iteration 17Q: 3 clusters Score -100131.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -100141.640625 Penalty: 2162.180420
	Iteration 18Q: 3 clusters Score -100141.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -100147.125000 Penalty: 2162.180420
	Iteration 19Q: 3 clusters Score -100147.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -100147.515625 Penalty: 2162.180420
	Iteration 20F: 3 clusters Score -100147.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (81727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81727 members 
Entering Unmasked Estep 
Score: -10693568.000000 Penalty: 1838.060303
	Iteration 0F: 2 clusters Score -1.069357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -10646707.000000 Penalty: 3676.120605
	Iteration 0F: 3 clusters Score -1.064671e+07 nChanged 38856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -10669129.000000 Penalty: 3676.120605
	Iteration 1F: 3 clusters Score -1.066913e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -10669839.000000 Penalty: 3676.120605
	Iteration 2Q: 3 clusters Score -1.066984e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -10670913.000000 Penalty: 3676.120605
	Iteration 3Q: 3 clusters Score -1.067091e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -10672559.000000 Penalty: 3676.120605
	Iteration 4F: 3 clusters Score -1.067256e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 54675 members 
Entering Unmasked Estep 
Score: -10674991.000000 Penalty: 3676.120605
	Iteration 5F: 3 clusters Score -1.067499e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 60694 members 
Entering Unmasked Estep 
Score: -10678316.000000 Penalty: 3676.120605
	Iteration 6F: 3 clusters Score -1.067832e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 67092 members 
Entering Unmasked Estep 
Score: -10681625.000000 Penalty: 3676.120605
	Iteration 7F: 3 clusters Score -1.068162e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 72548 members 
Entering Unmasked Estep 
Score: -10684830.000000 Penalty: 3676.120605
	Iteration 8F: 3 clusters Score -1.068483e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -10687491.000000 Penalty: 3676.120605
	Iteration 9Q: 3 clusters Score -1.068749e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 78074 members 
Entering Unmasked Estep 
Score: -10689477.000000 Penalty: 3676.120605
	Iteration 10Q: 3 clusters Score -1.068948e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 78806 members 
Entering Unmasked Estep 
Score: -10690458.000000 Penalty: 3676.120605
	Iteration 11Q: 3 clusters Score -1.069046e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 79066 members 
Entering Unmasked Estep 
Score: -10690826.000000 Penalty: 3676.120605
	Iteration 12Q: 3 clusters Score -1.069083e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 79236 members 
Entering Unmasked Estep 
Score: -10691043.000000 Penalty: 3676.120605
	Iteration 13Q: 3 clusters Score -1.069104e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 79361 members 
Entering Unmasked Estep 
Score: -10691165.000000 Penalty: 3676.120605
	Iteration 14Q: 3 clusters Score -1.069116e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 79467 members 
Entering Unmasked Estep 
Score: -10691256.000000 Penalty: 3676.120605
	Iteration 15Q: 3 clusters Score -1.069126e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 79547 members 
Entering Unmasked Estep 
Score: -10691277.000000 Penalty: 3676.120605
	Iteration 16Q: 3 clusters Score -1.069128e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 79602 members 
Entering Unmasked Estep 
Score: -10691292.000000 Penalty: 3676.120605
	Iteration 17Q: 3 clusters Score -1.069129e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 79650 members 
Entering Unmasked Estep 
Score: -10691299.000000 Penalty: 3676.120605
	Iteration 18Q: 3 clusters Score -1.06913e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 79694 members 
Entering Unmasked Estep 
Score: -10691338.000000 Penalty: 3676.120605
	Iteration 19Q: 3 clusters Score -1.069134e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 79743 members 
Entering Unmasked Estep 
Score: -10691373.000000 Penalty: 3676.120605
	Iteration 20F: 3 clusters Score -1.069137e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 79777 members 
Entering Unmasked Estep 
Score: -10691380.000000 Penalty: 3676.120605
	Iteration 21Q: 3 clusters Score -1.069138e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 79813 members 
Entering Unmasked Estep 
Score: -10691412.000000 Penalty: 3676.120605
	Iteration 22Q: 3 clusters Score -1.069141e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 79845 members 
Entering Unmasked Estep 
Score: -10691438.000000 Penalty: 3676.120605
	Iteration 23Q: 3 clusters Score -1.069144e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 79870 members 
Entering Unmasked Estep 
Score: -10691463.000000 Penalty: 3676.120605
	Iteration 24Q: 3 clusters Score -1.069146e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 79890 members 
Entering Unmasked Estep 
Score: -10691493.000000 Penalty: 3676.120605
	Iteration 25Q: 3 clusters Score -1.069149e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 79901 members 
Entering Unmasked Estep 
Score: -10691478.000000 Penalty: 3676.120605
	Iteration 26Q: 3 clusters Score -1.069148e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 79913 members 
Entering Unmasked Estep 
Score: -10691489.000000 Penalty: 3676.120605
	Iteration 27Q: 3 clusters Score -1.069149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 79922 members 
Entering Unmasked Estep 
Score: -10691503.000000 Penalty: 3676.120605
	Iteration 28Q: 3 clusters Score -1.06915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 79936 members 
Entering Unmasked Estep 
Score: -10691500.000000 Penalty: 3676.120605
	Iteration 29Q: 3 clusters Score -1.06915e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 79952 members 
Entering Unmasked Estep 
Score: -10691520.000000 Penalty: 3676.120605
	Iteration 30Q: 3 clusters Score -1.069152e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 79968 members 
Entering Unmasked Estep 
Score: -10691524.000000 Penalty: 3676.120605
	Iteration 31Q: 3 clusters Score -1.069152e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 79988 members 
Entering Unmasked Estep 
Score: -10691534.000000 Penalty: 3676.120605
	Iteration 32Q: 3 clusters Score -1.069153e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 80000 members 
Entering Unmasked Estep 
Score: -10691539.000000 Penalty: 3676.120605
	Iteration 33Q: 3 clusters Score -1.069154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 80009 members 
Entering Unmasked Estep 
Score: -10691554.000000 Penalty: 3676.120605
	Iteration 34Q: 3 clusters Score -1.069155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 80018 members 
Entering Unmasked Estep 
Score: -10691542.000000 Penalty: 3676.120605
	Iteration 35Q: 3 clusters Score -1.069154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 80025 members 
Entering Unmasked Estep 
Score: -10691550.000000 Penalty: 3676.120605
	Iteration 36Q: 3 clusters Score -1.069155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 80034 members 
Entering Unmasked Estep 
Score: -10691572.000000 Penalty: 3676.120605
	Iteration 37Q: 3 clusters Score -1.069157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 80041 members 
Entering Unmasked Estep 
Score: -10691572.000000 Penalty: 3676.120605
	Iteration 38Q: 3 clusters Score -1.069157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 80048 members 
Entering Unmasked Estep 
Score: -10691584.000000 Penalty: 3676.120605
	Iteration 39Q: 3 clusters Score -1.069158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 80052 members 
Entering Unmasked Estep 
Score: -10691593.000000 Penalty: 3676.120605
	Iteration 40F: 3 clusters Score -1.069159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 80055 members 
Entering Unmasked Estep 
Score: -10691580.000000 Penalty: 3676.120605
	Iteration 41Q: 3 clusters Score -1.069158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 80057 members 
Entering Unmasked Estep 
Score: -10691582.000000 Penalty: 3676.120605
	Iteration 42Q: 3 clusters Score -1.069158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 80058 members 
Entering Unmasked Estep 
Score: -10691576.000000 Penalty: 3676.120605
	Iteration 43Q: 3 clusters Score -1.069158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 80058 members 
Entering Unmasked Estep 
Score: -10691576.000000 Penalty: 3676.120605
	Iteration 44F: 3 clusters Score -1.069158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Entering Unmasked Estep 
Score: -2511595.000000 Penalty: 1602.556152
	Iteration 0F: 2 clusters Score -2511595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2498412.750000 Penalty: 3205.112305
	Iteration 0F: 3 clusters Score -2498413 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2503044.750000 Penalty: 3205.112305
	Iteration 1F: 3 clusters Score -2503045 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2503341.000000 Penalty: 3205.112305
	Iteration 2Q: 3 clusters Score -2503341 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2503597.500000 Penalty: 3205.112305
	Iteration 3Q: 3 clusters Score -2503598 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2503832.500000 Penalty: 3205.112305
	Iteration 4Q: 3 clusters Score -2503832 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2504110.750000 Penalty: 3205.112305
	Iteration 5Q: 3 clusters Score -2504111 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2504445.500000 Penalty: 3205.112305
	Iteration 6Q: 3 clusters Score -2504446 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2504903.500000 Penalty: 3205.112305
	Iteration 7Q: 3 clusters Score -2504904 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2505562.500000 Penalty: 3205.112305
	Iteration 8F: 3 clusters Score -2505562 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2506443.000000 Penalty: 3205.112305
	Iteration 9F: 3 clusters Score -2506443 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2507450.000000 Penalty: 3205.112305
	Iteration 10F: 3 clusters Score -2507450 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2508331.750000 Penalty: 3205.112305
	Iteration 11F: 3 clusters Score -2508332 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2509016.250000 Penalty: 3205.112305
	Iteration 12Q: 3 clusters Score -2509016 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2509470.500000 Penalty: 3205.112305
	Iteration 13Q: 3 clusters Score -2509470 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2509737.250000 Penalty: 3205.112305
	Iteration 14Q: 3 clusters Score -2509737 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2509925.000000 Penalty: 3205.112305
	Iteration 15Q: 3 clusters Score -2509925 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2510011.000000 Penalty: 3205.112305
	Iteration 16Q: 3 clusters Score -2510011 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2510068.000000 Penalty: 3205.112305
	Iteration 17Q: 3 clusters Score -2510068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2510100.250000 Penalty: 3205.112305
	Iteration 18Q: 3 clusters Score -2510100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2510135.250000 Penalty: 3205.112305
	Iteration 19Q: 3 clusters Score -2510135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2510158.750000 Penalty: 3205.112305
	Iteration 20F: 3 clusters Score -2510159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2510172.500000 Penalty: 3205.112305
	Iteration 21Q: 3 clusters Score -2510172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2510187.500000 Penalty: 3205.112305
	Iteration 22Q: 3 clusters Score -2510188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2510198.000000 Penalty: 3205.112305
	Iteration 23Q: 3 clusters Score -2510198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2510210.000000 Penalty: 3205.112305
	Iteration 24Q: 3 clusters Score -2510210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2510215.750000 Penalty: 3205.112305
	Iteration 25Q: 3 clusters Score -2510216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2510217.500000 Penalty: 3205.112305
	Iteration 26Q: 3 clusters Score -2510218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2510219.750000 Penalty: 3205.112305
	Iteration 27Q: 3 clusters Score -2510220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2510220.750000 Penalty: 3205.112305
	Iteration 28Q: 3 clusters Score -2510221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2510220.750000 Penalty: 3205.112305
	Iteration 29F: 3 clusters Score -2510221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -110294.445312 Penalty: 1101.737305
	Iteration 0F: 2 clusters Score -110294.4 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 446 members 
Entering Unmasked Estep 
Score: -108956.000000 Penalty: 2203.474609
	Iteration 0F: 3 clusters Score -108956 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -109208.882812 Penalty: 2203.474609
	Iteration 1F: 3 clusters Score -109208.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -109270.601562 Penalty: 2203.474609
	Iteration 2F: 3 clusters Score -109270.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -109293.578125 Penalty: 2203.474609
	Iteration 3Q: 3 clusters Score -109293.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -109305.875000 Penalty: 2203.474609
	Iteration 4Q: 3 clusters Score -109305.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -109317.398438 Penalty: 2203.474609
	Iteration 5Q: 3 clusters Score -109317.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -109328.578125 Penalty: 2203.474609
	Iteration 6Q: 3 clusters Score -109328.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -109335.929688 Penalty: 2203.474609
	Iteration 7Q: 3 clusters Score -109335.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -109340.828125 Penalty: 2203.474609
	Iteration 8Q: 3 clusters Score -109340.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -109344.562500 Penalty: 2203.474609
	Iteration 9Q: 3 clusters Score -109344.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -109346.484375 Penalty: 2203.474609
	Iteration 10Q: 3 clusters Score -109346.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -109347.218750 Penalty: 2203.474609
	Iteration 11Q: 3 clusters Score -109347.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -109347.218750 Penalty: 2203.474609
	Iteration 12F: 3 clusters Score -109347.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -40724.425781 Penalty: 1010.522522
	Iteration 0F: 2 clusters Score -40724.43 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: -39736.714844 Penalty: 2021.045044
	Iteration 0F: 3 clusters Score -39736.71 nChanged 140
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: -39997.714844 Penalty: 2021.045044
	Iteration 1F: 3 clusters Score -39997.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40096.066406 Penalty: 2021.045044
	Iteration 2F: 3 clusters Score -40096.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40191.324219 Penalty: 2021.045044
	Iteration 3F: 3 clusters Score -40191.32 nChanged 21
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: -40251.085938 Penalty: 2021.045044
	Iteration 4Q: 3 clusters Score -40251.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40298.835938 Penalty: 2021.045044
	Iteration 5Q: 3 clusters Score -40298.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40313.226562 Penalty: 2021.045044
	Iteration 6Q: 3 clusters Score -40313.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40327.203125 Penalty: 2021.045044
	Iteration 7Q: 3 clusters Score -40327.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -40355.679688 Penalty: 2021.045044
	Iteration 8Q: 3 clusters Score -40355.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40368.109375 Penalty: 2021.045044
	Iteration 9Q: 3 clusters Score -40368.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40379.289062 Penalty: 2021.045044
	Iteration 10Q: 3 clusters Score -40379.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40397.300781 Penalty: 2021.045044
	Iteration 11Q: 3 clusters Score -40397.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40411.851562 Penalty: 2021.045044
	Iteration 12Q: 3 clusters Score -40411.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40438.636719 Penalty: 2021.045044
	Iteration 13Q: 3 clusters Score -40438.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40459.164062 Penalty: 2021.045044
	Iteration 14Q: 3 clusters Score -40459.16 nChanged 3
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: -40462.351562 Penalty: 2021.045044
	Iteration 15Q: 3 clusters Score -40462.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40464.269531 Penalty: 2021.045044
	Iteration 16Q: 3 clusters Score -40464.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40465.992188 Penalty: 2021.045044
	Iteration 17F: 3 clusters Score -40465.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40483.082031 Penalty: 2021.045044
	Iteration 18Q: 3 clusters Score -40483.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40509.941406 Penalty: 2021.045044
	Iteration 19Q: 3 clusters Score -40509.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40523.156250 Penalty: 2021.045044
	Iteration 20F: 3 clusters Score -40523.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40533.695312 Penalty: 2021.045044
	Iteration 21Q: 3 clusters Score -40533.7 nChanged 3
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: -40539.738281 Penalty: 2021.045044
	Iteration 22Q: 3 clusters Score -40539.74 nChanged 0
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: -40539.738281 Penalty: 2021.045044
	Iteration 23F: 3 clusters Score -40539.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -60302.304688 Penalty: 1027.124878
	Iteration 0F: 2 clusters Score -60302.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59226.367188 Penalty: 2054.249756
	Iteration 0F: 3 clusters Score -59226.37 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59419.488281 Penalty: 2054.249756
	Iteration 1F: 3 clusters Score -59419.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -59453.726562 Penalty: 2054.249756
	Iteration 2F: 3 clusters Score -59453.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59475.777344 Penalty: 2054.249756
	Iteration 3Q: 3 clusters Score -59475.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -59501.207031 Penalty: 2054.249756
	Iteration 4Q: 3 clusters Score -59501.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -59525.507812 Penalty: 2054.249756
	Iteration 5Q: 3 clusters Score -59525.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59534.941406 Penalty: 2054.249756
	Iteration 6Q: 3 clusters Score -59534.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -59540.613281 Penalty: 2054.249756
	Iteration 7Q: 3 clusters Score -59540.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -59546.363281 Penalty: 2054.249756
	Iteration 8Q: 3 clusters Score -59546.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -59551.457031 Penalty: 2054.249756
	Iteration 9Q: 3 clusters Score -59551.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -59560.382812 Penalty: 2054.249756
	Iteration 10Q: 3 clusters Score -59560.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59563.132812 Penalty: 2054.249756
	Iteration 11Q: 3 clusters Score -59563.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59567.777344 Penalty: 2054.249756
	Iteration 12Q: 3 clusters Score -59567.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59568.359375 Penalty: 2054.249756
	Iteration 13Q: 3 clusters Score -59568.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -59568.359375 Penalty: 2054.249756
	Iteration 14F: 3 clusters Score -59568.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (62221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62221 members 
Entering Unmasked Estep 
Score: -8209796.000000 Penalty: 1793.747681
	Iteration 0F: 2 clusters Score -8209796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -8176448.500000 Penalty: 3587.495361
	Iteration 0F: 3 clusters Score -8176448 nChanged 29296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -8193646.500000 Penalty: 3587.495361
	Iteration 1F: 3 clusters Score -8193646 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -8194796.500000 Penalty: 3587.495361
	Iteration 2Q: 3 clusters Score -8194796 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -8196194.000000 Penalty: 3587.495361
	Iteration 3Q: 3 clusters Score -8196194 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -8198098.500000 Penalty: 3587.495361
	Iteration 4F: 3 clusters Score -8198098 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -8200677.000000 Penalty: 3587.495361
	Iteration 5F: 3 clusters Score -8200677 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -8203554.500000 Penalty: 3587.495361
	Iteration 6F: 3 clusters Score -8203554 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -8205975.500000 Penalty: 3587.495361
	Iteration 7F: 3 clusters Score -8205976 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -8207339.000000 Penalty: 3587.495361
	Iteration 8Q: 3 clusters Score -8207339 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -8207956.000000 Penalty: 3587.495361
	Iteration 9Q: 3 clusters Score -8207956 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47517 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -8208203.000000 Penalty: 3587.495361
	Iteration 10Q: 3 clusters Score -8208203 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -8208364.500000 Penalty: 3587.495361
	Iteration 11Q: 3 clusters Score -8208364 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -8208403.500000 Penalty: 3587.495361
	Iteration 12Q: 3 clusters Score -8208404 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -8208453.000000 Penalty: 3587.495361
	Iteration 13Q: 3 clusters Score -8208453 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -8208493.500000 Penalty: 3587.495361
	Iteration 14Q: 3 clusters Score -8208494 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -8208577.000000 Penalty: 3587.495361
	Iteration 15Q: 3 clusters Score -8208577 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -8208585.500000 Penalty: 3587.495361
	Iteration 16Q: 3 clusters Score -8208586 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -8208610.000000 Penalty: 3587.495361
	Iteration 17Q: 3 clusters Score -8208610 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -8208639.500000 Penalty: 3587.495361
	Iteration 18Q: 3 clusters Score -8208640 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -8208658.000000 Penalty: 3587.495361
	Iteration 19Q: 3 clusters Score -8208658 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -8208664.500000 Penalty: 3587.495361
	Iteration 20F: 3 clusters Score -8208664 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -8208652.500000 Penalty: 3587.495361
	Iteration 21Q: 3 clusters Score -8208652 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -8208655.500000 Penalty: 3587.495361
	Iteration 22Q: 3 clusters Score -8208656 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -8208706.500000 Penalty: 3587.495361
	Iteration 23Q: 3 clusters Score -8208706 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -8208759.000000 Penalty: 3587.495361
	Iteration 24Q: 3 clusters Score -8208759 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -8208723.000000 Penalty: 3587.495361
	Iteration 25Q: 3 clusters Score -8208723 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -8208754.500000 Penalty: 3587.495361
	Iteration 26Q: 3 clusters Score -8208754 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -8208746.000000 Penalty: 3587.495361
	Iteration 27Q: 3 clusters Score -8208746 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -8208765.500000 Penalty: 3587.495361
	Iteration 28Q: 3 clusters Score -8208766 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -8208772.000000 Penalty: 3587.495361
	Iteration 29Q: 3 clusters Score -8208772 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -8208785.500000 Penalty: 3587.495361
	Iteration 30Q: 3 clusters Score -8208786 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -8208822.000000 Penalty: 3587.495361
	Iteration 31Q: 3 clusters Score -8208822 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -8208828.500000 Penalty: 3587.495361
	Iteration 32Q: 3 clusters Score -8208828 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -8208900.500000 Penalty: 3587.495361
	Iteration 33Q: 3 clusters Score -8208900 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -8209010.000000 Penalty: 3587.495361
	Iteration 34Q: 3 clusters Score -8209010 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -8209157.500000 Penalty: 3587.495361
	Iteration 35Q: 3 clusters Score -8209158 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -8209258.500000 Penalty: 3587.495361
	Iteration 36Q: 3 clusters Score -8209258 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -8209271.500000 Penalty: 3587.495361
	Iteration 37Q: 3 clusters Score -8209272 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -8209381.500000 Penalty: 3587.495361
	Iteration 38Q: 3 clusters Score -8209382 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -8209434.000000 Penalty: 3587.495361
	Iteration 39Q: 3 clusters Score -8209434 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -8209589.000000 Penalty: 3587.495361
	Iteration 40F: 3 clusters Score -8209589 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -8209707.000000 Penalty: 3587.495361
	Iteration 41Q: 3 clusters Score -8209707 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -8209861.500000 Penalty: 3587.495361
	Iteration 42Q: 3 clusters Score -8209862 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -8209909.500000 Penalty: 3587.495361
	Iteration 43Q: 3 clusters Score -8209910 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -8209987.000000 Penalty: 3587.495361
	Iteration 44Q: 3 clusters Score -8209987 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -8210089.500000 Penalty: 3587.495361
	Iteration 45Q: 3 clusters Score -8210090 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -8210205.000000 Penalty: 3587.495361
	Iteration 46Q: 3 clusters Score -8210205 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -8210342.500000 Penalty: 3587.495361
	Iteration 47Q: 3 clusters Score -8210342 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -8210430.500000 Penalty: 3587.495361
	Iteration 48Q: 3 clusters Score -8210430 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -8210485.500000 Penalty: 3587.495361
	Iteration 49Q: 3 clusters Score -8210486 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -8210629.500000 Penalty: 3587.495361
	Iteration 50Q: 3 clusters Score -8210630 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -8210748.000000 Penalty: 3587.495361
	Iteration 51Q: 3 clusters Score -8210748 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -8210842.500000 Penalty: 3587.495361
	Iteration 52Q: 3 clusters Score -8210842 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -8210959.000000 Penalty: 3587.495361
	Iteration 53Q: 3 clusters Score -8210959 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -8211046.500000 Penalty: 3587.495361
	Iteration 54Q: 3 clusters Score -8211046 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -8211137.500000 Penalty: 3587.495361
	Iteration 55Q: 3 clusters Score -8211138 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -8211225.500000 Penalty: 3587.495361
	Iteration 56Q: 3 clusters Score -8211226 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -8211355.000000 Penalty: 3587.495361
	Iteration 57Q: 3 clusters Score -8211355 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -8211415.500000 Penalty: 3587.495361
	Iteration 58Q: 3 clusters Score -8211416 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -8211455.000000 Penalty: 3587.495361
	Iteration 59Q: 3 clusters Score -8211455 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -8211522.500000 Penalty: 3587.495361
	Iteration 60F: 3 clusters Score -8211522 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -8211542.000000 Penalty: 3587.495361
	Iteration 61Q: 3 clusters Score -8211542 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -8211584.000000 Penalty: 3587.495361
	Iteration 62Q: 3 clusters Score -8211584 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -8211688.500000 Penalty: 3587.495361
	Iteration 63Q: 3 clusters Score -8211688 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -8211762.000000 Penalty: 3587.495361
	Iteration 64Q: 3 clusters Score -8211762 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -8211823.500000 Penalty: 3587.495361
	Iteration 65Q: 3 clusters Score -8211824 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -8211866.500000 Penalty: 3587.495361
	Iteration 66Q: 3 clusters Score -8211866 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -8211882.000000 Penalty: 3587.495361
	Iteration 67Q: 3 clusters Score -8211882 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -8211982.000000 Penalty: 3587.495361
	Iteration 68Q: 3 clusters Score -8211982 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -8212059.500000 Penalty: 3587.495361
	Iteration 69Q: 3 clusters Score -8212060 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -8212127.500000 Penalty: 3587.495361
	Iteration 70Q: 3 clusters Score -8212128 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -8212222.000000 Penalty: 3587.495361
	Iteration 71Q: 3 clusters Score -8212222 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -8212218.000000 Penalty: 3587.495361
	Iteration 72Q: 3 clusters Score -8212218 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -8212176.000000 Penalty: 3587.495361
	Iteration 73Q: 3 clusters Score -8212176 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -8211976.000000 Penalty: 3587.495361
	Iteration 74Q: 3 clusters Score -8211976 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -8211535.000000 Penalty: 3587.495361
	Iteration 75Q: 3 clusters Score -8211535 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -8210884.500000 Penalty: 3587.495361
	Iteration 76Q: 3 clusters Score -8210884 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 53696 members 
Entering Unmasked Estep 
Score: -8210175.000000 Penalty: 3587.495361
	Iteration 77Q: 3 clusters Score -8210175 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 55354 members 
Entering Unmasked Estep 
Score: -8209462.000000 Penalty: 3587.495361
	Iteration 78Q: 3 clusters Score -8209462 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
Score: -8208774.500000 Penalty: 3587.495361
	Iteration 79Q: 3 clusters Score -8208774 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -8209326.000000 Penalty: 3587.495361
	Iteration 80F: 3 clusters Score -8209326 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
Score: -8208962.500000 Penalty: 3587.495361
	Iteration 81Q: 3 clusters Score -8208962 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 60532 members 
Entering Unmasked Estep 
Score: -8208740.000000 Penalty: 3587.495361
	Iteration 82Q: 3 clusters Score -8208740 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 61242 members 
Entering Unmasked Estep 
Score: -8208587.500000 Penalty: 3587.495361
	Iteration 83Q: 3 clusters Score -8208588 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 61591 members 
Entering Unmasked Estep 
Score: -8208510.500000 Penalty: 3587.495361
	Iteration 84Q: 3 clusters Score -8208510 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -8208492.000000 Penalty: 3587.495361
	Iteration 85Q: 3 clusters Score -8208492 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 61847 members 
Entering Unmasked Estep 
Score: -8208479.500000 Penalty: 3587.495361
	Iteration 86Q: 3 clusters Score -8208480 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 61889 members 
Entering Unmasked Estep 
Score: -8208474.500000 Penalty: 3587.495361
	Iteration 87Q: 3 clusters Score -8208474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 61912 members 
Entering Unmasked Estep 
Score: -8208480.000000 Penalty: 3587.495361
	Iteration 88Q: 3 clusters Score -8208480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 61931 members 
Entering Unmasked Estep 
Score: -8208465.500000 Penalty: 3587.495361
	Iteration 89Q: 3 clusters Score -8208466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 61938 members 
Entering Unmasked Estep 
Score: -8208467.500000 Penalty: 3587.495361
	Iteration 90Q: 3 clusters Score -8208468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 61946 members 
Entering Unmasked Estep 
Score: -8208461.500000 Penalty: 3587.495361
	Iteration 91Q: 3 clusters Score -8208462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 61953 members 
Entering Unmasked Estep 
Score: -8208458.000000 Penalty: 3587.495361
	Iteration 92Q: 3 clusters Score -8208458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 61958 members 
Entering Unmasked Estep 
Score: -8208456.000000 Penalty: 3587.495361
	Iteration 93Q: 3 clusters Score -8208456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 61963 members 
Entering Unmasked Estep 
Score: -8208450.500000 Penalty: 3587.495361
	Iteration 94Q: 3 clusters Score -8208450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 61966 members 
Entering Unmasked Estep 
Score: -8208456.500000 Penalty: 3587.495361
	Iteration 95Q: 3 clusters Score -8208456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 61968 members 
Entering Unmasked Estep 
Score: -8208454.000000 Penalty: 3587.495361
	Iteration 96Q: 3 clusters Score -8208454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 61970 members 
Entering Unmasked Estep 
Score: -8208458.500000 Penalty: 3587.495361
	Iteration 97Q: 3 clusters Score -8208458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 61972 members 
Entering Unmasked Estep 
Score: -8208457.000000 Penalty: 3587.495361
	Iteration 98Q: 3 clusters Score -8208457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 61974 members 
Entering Unmasked Estep 
Score: -8208447.500000 Penalty: 3587.495361
	Iteration 99Q: 3 clusters Score -8208448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 61974 members 
Entering Unmasked Estep 
Score: -8208449.000000 Penalty: 3587.495361
	Iteration 100F: 3 clusters Score -8208449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 61975 members 
Entering Unmasked Estep 
Score: -8208449.500000 Penalty: 3587.495361
	Iteration 101Q: 3 clusters Score -8208450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -8208441.500000 Penalty: 3587.495361
	Iteration 102Q: 3 clusters Score -8208442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -8208454.500000 Penalty: 3587.495361
	Iteration 103Q: 3 clusters Score -8208454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 61975 members 
Entering Unmasked Estep 
Score: -8208454.000000 Penalty: 3587.495361
	Iteration 104Q: 3 clusters Score -8208454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 61975 members 
Entering Unmasked Estep 
Score: -8208454.000000 Penalty: 3587.495361
	Iteration 105F: 3 clusters Score -8208454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Entering Unmasked Estep 
Score: -379839.531250 Penalty: 1304.994385
	Iteration 0F: 2 clusters Score -379839.5 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 1557 members 
Entering Unmasked Estep 
Score: -377077.375000 Penalty: 2609.988770
	Iteration 0F: 3 clusters Score -377077.4 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -377766.812500 Penalty: 2609.988770
	Iteration 1F: 3 clusters Score -377766.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -378022.062500 Penalty: 2609.988770
	Iteration 2F: 3 clusters Score -378022.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -378272.593750 Penalty: 2609.988770
	Iteration 3F: 3 clusters Score -378272.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -378468.718750 Penalty: 2609.988770
	Iteration 4F: 3 clusters Score -378468.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -378635.687500 Penalty: 2609.988770
	Iteration 5F: 3 clusters Score -378635.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -378771.125000 Penalty: 2609.988770
	Iteration 6F: 3 clusters Score -378771.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -378879.531250 Penalty: 2609.988770
	Iteration 7Q: 3 clusters Score -378879.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -378959.937500 Penalty: 2609.988770
	Iteration 8Q: 3 clusters Score -378959.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -379014.656250 Penalty: 2609.988770
	Iteration 9Q: 3 clusters Score -379014.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -379064.781250 Penalty: 2609.988770
	Iteration 10Q: 3 clusters Score -379064.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -379114.156250 Penalty: 2609.988770
	Iteration 11Q: 3 clusters Score -379114.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -379150.093750 Penalty: 2609.988770
	Iteration 12Q: 3 clusters Score -379150.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -379194.625000 Penalty: 2609.988770
	Iteration 13Q: 3 clusters Score -379194.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -379224.000000 Penalty: 2609.988770
	Iteration 14Q: 3 clusters Score -379224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -379239.968750 Penalty: 2609.988770
	Iteration 15Q: 3 clusters Score -379240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -379255.781250 Penalty: 2609.988770
	Iteration 16Q: 3 clusters Score -379255.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -379264.343750 Penalty: 2609.988770
	Iteration 17Q: 3 clusters Score -379264.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -379268.562500 Penalty: 2609.988770
	Iteration 18Q: 3 clusters Score -379268.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -379269.156250 Penalty: 2609.988770
	Iteration 19Q: 3 clusters Score -379269.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -379270.156250 Penalty: 2609.988770
	Iteration 20F: 3 clusters Score -379270.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -379274.031250 Penalty: 2609.988770
	Iteration 21Q: 3 clusters Score -379274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -379277.031250 Penalty: 2609.988770
	Iteration 22Q: 3 clusters Score -379277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -379278.781250 Penalty: 2609.988770
	Iteration 23Q: 3 clusters Score -379278.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -379279.406250 Penalty: 2609.988770
	Iteration 24Q: 3 clusters Score -379279.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -379279.406250 Penalty: 2609.988770
	Iteration 25F: 3 clusters Score -379279.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (115000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115000 members 
Entering Unmasked Estep 
Score: -14859826.000000 Penalty: 1893.561646
	Iteration 0F: 2 clusters Score -1.485983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57463 members 
Mstep: Class 2 contains 57537 members 
Entering Unmasked Estep 
Score: -14790400.000000 Penalty: 3787.123291
	Iteration 0F: 3 clusters Score -1.47904e+07 nChanged 54970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56867 members 
Mstep: Class 2 contains 58133 members 
Entering Unmasked Estep 
Score: -14822222.000000 Penalty: 3787.123291
	Iteration 1F: 3 clusters Score -1.482222e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 58381 members 
Entering Unmasked Estep 
Score: -14822873.000000 Penalty: 3787.123291
	Iteration 2Q: 3 clusters Score -1.482287e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 58798 members 
Entering Unmasked Estep 
Score: -14823697.000000 Penalty: 3787.123291
	Iteration 3Q: 3 clusters Score -1.48237e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55573 members 
Mstep: Class 2 contains 59427 members 
Entering Unmasked Estep 
Score: -14824646.000000 Penalty: 3787.123291
	Iteration 4Q: 3 clusters Score -1.482465e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 60358 members 
Entering Unmasked Estep 
Score: -14825796.000000 Penalty: 3787.123291
	Iteration 5Q: 3 clusters Score -1.48258e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53108 members 
Mstep: Class 2 contains 61892 members 
Entering Unmasked Estep 
Score: -14827118.000000 Penalty: 3787.123291
	Iteration 6Q: 3 clusters Score -1.482712e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 64053 members 
Entering Unmasked Estep 
Score: -14828641.000000 Penalty: 3787.123291
	Iteration 7Q: 3 clusters Score -1.482864e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 67102 members 
Entering Unmasked Estep 
Score: -14830485.000000 Penalty: 3787.123291
	Iteration 8Q: 3 clusters Score -1.483048e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 71350 members 
Entering Unmasked Estep 
Score: -14833096.000000 Penalty: 3787.123291
	Iteration 9Q: 3 clusters Score -1.48331e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 76591 members 
Entering Unmasked Estep 
Score: -14836348.000000 Penalty: 3787.123291
	Iteration 10F: 3 clusters Score -1.483635e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 82271 members 
Entering Unmasked Estep 
Score: -14840077.000000 Penalty: 3787.123291
	Iteration 11F: 3 clusters Score -1.484008e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -14843858.000000 Penalty: 3787.123291
	Iteration 12F: 3 clusters Score -1.484386e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 92560 members 
Entering Unmasked Estep 
Score: -14847661.000000 Penalty: 3787.123291
	Iteration 13Q: 3 clusters Score -1.484766e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 96309 members 
Entering Unmasked Estep 
Score: -14851799.000000 Penalty: 3787.123291
	Iteration 14Q: 3 clusters Score -1.48518e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 99636 members 
Entering Unmasked Estep 
Score: -14854994.000000 Penalty: 3787.123291
	Iteration 15Q: 3 clusters Score -1.485499e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 102680 members 
Entering Unmasked Estep 
Score: -14857563.000000 Penalty: 3787.123291
	Iteration 16Q: 3 clusters Score -1.485756e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 105496 members 
Entering Unmasked Estep 
Score: -14859054.000000 Penalty: 3787.123291
	Iteration 17Q: 3 clusters Score -1.485905e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 108020 members 
Entering Unmasked Estep 
Score: -14859791.000000 Penalty: 3787.123291
	Iteration 18Q: 3 clusters Score -1.485979e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 110153 members 
Entering Unmasked Estep 
Score: -14859965.000000 Penalty: 3787.123291
	Iteration 19Q: 3 clusters Score -1.485996e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 111736 members 
Entering Unmasked Estep 
Score: -14859919.000000 Penalty: 3787.123291
	Iteration 20F: 3 clusters Score -1.485992e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 112814 members 
Entering Unmasked Estep 
Score: -14859760.000000 Penalty: 3787.123291
	Iteration 21Q: 3 clusters Score -1.485976e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 113407 members 
Entering Unmasked Estep 
Score: -14859534.000000 Penalty: 3787.123291
	Iteration 22Q: 3 clusters Score -1.485953e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 113732 members 
Entering Unmasked Estep 
Score: -14859408.000000 Penalty: 3787.123291
	Iteration 23Q: 3 clusters Score -1.485941e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 113916 members 
Entering Unmasked Estep 
Score: -14859278.000000 Penalty: 3787.123291
	Iteration 24Q: 3 clusters Score -1.485928e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 114025 members 
Entering Unmasked Estep 
Score: -14859219.000000 Penalty: 3787.123291
	Iteration 25Q: 3 clusters Score -1.485922e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 114107 members 
Entering Unmasked Estep 
Score: -14859160.000000 Penalty: 3787.123291
	Iteration 26Q: 3 clusters Score -1.485916e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 114167 members 
Entering Unmasked Estep 
Score: -14859111.000000 Penalty: 3787.123291
	Iteration 27Q: 3 clusters Score -1.485911e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 114202 members 
Entering Unmasked Estep 
Score: -14859090.000000 Penalty: 3787.123291
	Iteration 28Q: 3 clusters Score -1.485909e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 114237 members 
Entering Unmasked Estep 
Score: -14859059.000000 Penalty: 3787.123291
	Iteration 29Q: 3 clusters Score -1.485906e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 114263 members 
Entering Unmasked Estep 
Score: -14859035.000000 Penalty: 3787.123291
	Iteration 30Q: 3 clusters Score -1.485904e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 114283 members 
Entering Unmasked Estep 
Score: -14859017.000000 Penalty: 3787.123291
	Iteration 31Q: 3 clusters Score -1.485902e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 114302 members 
Entering Unmasked Estep 
Score: -14859004.000000 Penalty: 3787.123291
	Iteration 32Q: 3 clusters Score -1.4859e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 114315 members 
Entering Unmasked Estep 
Score: -14858984.000000 Penalty: 3787.123291
	Iteration 33Q: 3 clusters Score -1.485898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 114332 members 
Entering Unmasked Estep 
Score: -14858976.000000 Penalty: 3787.123291
	Iteration 34Q: 3 clusters Score -1.485898e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 114345 members 
Entering Unmasked Estep 
Score: -14858973.000000 Penalty: 3787.123291
	Iteration 35Q: 3 clusters Score -1.485897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 114353 members 
Entering Unmasked Estep 
Score: -14858979.000000 Penalty: 3787.123291
	Iteration 36Q: 3 clusters Score -1.485898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 114359 members 
Entering Unmasked Estep 
Score: -14858978.000000 Penalty: 3787.123291
	Iteration 37Q: 3 clusters Score -1.485898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 114366 members 
Entering Unmasked Estep 
Score: -14858968.000000 Penalty: 3787.123291
	Iteration 38Q: 3 clusters Score -1.485897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 114374 members 
Entering Unmasked Estep 
Score: -14858967.000000 Penalty: 3787.123291
	Iteration 39Q: 3 clusters Score -1.485897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 114379 members 
Entering Unmasked Estep 
Score: -14858972.000000 Penalty: 3787.123291
	Iteration 40F: 3 clusters Score -1.485897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 114383 members 
Entering Unmasked Estep 
Score: -14858969.000000 Penalty: 3787.123291
	Iteration 41Q: 3 clusters Score -1.485897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 114386 members 
Entering Unmasked Estep 
Score: -14858975.000000 Penalty: 3787.123291
	Iteration 42Q: 3 clusters Score -1.485898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 114392 members 
Entering Unmasked Estep 
Score: -14858969.000000 Penalty: 3787.123291
	Iteration 43Q: 3 clusters Score -1.485897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 114396 members 
Entering Unmasked Estep 
Score: -14858978.000000 Penalty: 3787.123291
	Iteration 44Q: 3 clusters Score -1.485898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 114397 members 
Entering Unmasked Estep 
Score: -14858978.000000 Penalty: 3787.123291
	Iteration 45Q: 3 clusters Score -1.485898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 114397 members 
Entering Unmasked Estep 
Score: -14858978.000000 Penalty: 3787.123291
	Iteration 46F: 3 clusters Score -1.485898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Entering Unmasked Estep 
Score: -2489146.750000 Penalty: 1605.917725
	Iteration 0F: 2 clusters Score -2489147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2475837.500000 Penalty: 3211.835449
	Iteration 0F: 3 clusters Score -2475838 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2480827.250000 Penalty: 3211.835449
	Iteration 1F: 3 clusters Score -2480827 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2481356.000000 Penalty: 3211.835449
	Iteration 2F: 3 clusters Score -2481356 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2481956.250000 Penalty: 3211.835449
	Iteration 3F: 3 clusters Score -2481956 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2482645.500000 Penalty: 3211.835449
	Iteration 4F: 3 clusters Score -2482646 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2483467.500000 Penalty: 3211.835449
	Iteration 5F: 3 clusters Score -2483468 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2484296.500000 Penalty: 3211.835449
	Iteration 6F: 3 clusters Score -2484296 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2485117.750000 Penalty: 3211.835449
	Iteration 7Q: 3 clusters Score -2485118 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2485920.000000 Penalty: 3211.835449
	Iteration 8Q: 3 clusters Score -2485920 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2486596.500000 Penalty: 3211.835449
	Iteration 9Q: 3 clusters Score -2486596 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2487040.750000 Penalty: 3211.835449
	Iteration 10Q: 3 clusters Score -2487041 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2487204.750000 Penalty: 3211.835449
	Iteration 11Q: 3 clusters Score -2487205 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2487322.000000 Penalty: 3211.835449
	Iteration 12Q: 3 clusters Score -2487322 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2487401.000000 Penalty: 3211.835449
	Iteration 13Q: 3 clusters Score -2487401 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2487455.000000 Penalty: 3211.835449
	Iteration 14Q: 3 clusters Score -2487455 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2487512.750000 Penalty: 3211.835449
	Iteration 15Q: 3 clusters Score -2487513 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2487552.750000 Penalty: 3211.835449
	Iteration 16Q: 3 clusters Score -2487553 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2487577.500000 Penalty: 3211.835449
	Iteration 17Q: 3 clusters Score -2487578 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2487599.000000 Penalty: 3211.835449
	Iteration 18Q: 3 clusters Score -2487599 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2487615.500000 Penalty: 3211.835449
	Iteration 19Q: 3 clusters Score -2487616 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2487637.000000 Penalty: 3211.835449
	Iteration 20F: 3 clusters Score -2487637 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2487648.500000 Penalty: 3211.835449
	Iteration 21Q: 3 clusters Score -2487648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2487657.000000 Penalty: 3211.835449
	Iteration 22Q: 3 clusters Score -2487657 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2487653.500000 Penalty: 3211.835449
	Iteration 23Q: 3 clusters Score -2487654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2487662.750000 Penalty: 3211.835449
	Iteration 24Q: 3 clusters Score -2487663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2487667.500000 Penalty: 3211.835449
	Iteration 25Q: 3 clusters Score -2487668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -2487675.000000 Penalty: 3211.835449
	Iteration 26Q: 3 clusters Score -2487675 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2487678.750000 Penalty: 3211.835449
	Iteration 27Q: 3 clusters Score -2487679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2487690.500000 Penalty: 3211.835449
	Iteration 28Q: 3 clusters Score -2487690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2487691.500000 Penalty: 3211.835449
	Iteration 29Q: 3 clusters Score -2487692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2487693.750000 Penalty: 3211.835449
	Iteration 30Q: 3 clusters Score -2487694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2487703.000000 Penalty: 3211.835449
	Iteration 31Q: 3 clusters Score -2487703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2487705.000000 Penalty: 3211.835449
	Iteration 32Q: 3 clusters Score -2487705 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2487708.500000 Penalty: 3211.835449
	Iteration 33Q: 3 clusters Score -2487708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2487719.500000 Penalty: 3211.835449
	Iteration 34Q: 3 clusters Score -2487720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2487721.750000 Penalty: 3211.835449
	Iteration 35Q: 3 clusters Score -2487722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2487730.000000 Penalty: 3211.835449
	Iteration 36Q: 3 clusters Score -2487730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2487737.750000 Penalty: 3211.835449
	Iteration 37Q: 3 clusters Score -2487738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2487746.750000 Penalty: 3211.835449
	Iteration 38Q: 3 clusters Score -2487747 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2487751.500000 Penalty: 3211.835449
	Iteration 39Q: 3 clusters Score -2487752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2487762.750000 Penalty: 3211.835449
	Iteration 40F: 3 clusters Score -2487763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2487771.500000 Penalty: 3211.835449
	Iteration 41Q: 3 clusters Score -2487772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2487774.500000 Penalty: 3211.835449
	Iteration 42Q: 3 clusters Score -2487774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2487781.500000 Penalty: 3211.835449
	Iteration 43Q: 3 clusters Score -2487782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2487786.500000 Penalty: 3211.835449
	Iteration 44Q: 3 clusters Score -2487786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2487795.500000 Penalty: 3211.835449
	Iteration 45Q: 3 clusters Score -2487796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2487796.000000 Penalty: 3211.835449
	Iteration 46Q: 3 clusters Score -2487796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2487798.750000 Penalty: 3211.835449
	Iteration 47Q: 3 clusters Score -2487799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2487801.500000 Penalty: 3211.835449
	Iteration 48Q: 3 clusters Score -2487802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2487804.000000 Penalty: 3211.835449
	Iteration 49Q: 3 clusters Score -2487804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2487803.500000 Penalty: 3211.835449
	Iteration 50Q: 3 clusters Score -2487804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2487809.500000 Penalty: 3211.835449
	Iteration 51Q: 3 clusters Score -2487810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2487809.750000 Penalty: 3211.835449
	Iteration 52Q: 3 clusters Score -2487810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2487812.250000 Penalty: 3211.835449
	Iteration 53Q: 3 clusters Score -2487812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2487823.500000 Penalty: 3211.835449
	Iteration 54Q: 3 clusters Score -2487824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2487839.500000 Penalty: 3211.835449
	Iteration 55Q: 3 clusters Score -2487840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2487860.000000 Penalty: 3211.835449
	Iteration 56Q: 3 clusters Score -2487860 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2487890.500000 Penalty: 3211.835449
	Iteration 57Q: 3 clusters Score -2487890 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2487919.250000 Penalty: 3211.835449
	Iteration 58Q: 3 clusters Score -2487919 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2487960.750000 Penalty: 3211.835449
	Iteration 59Q: 3 clusters Score -2487961 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2488006.500000 Penalty: 3211.835449
	Iteration 60F: 3 clusters Score -2488006 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2488045.250000 Penalty: 3211.835449
	Iteration 61Q: 3 clusters Score -2488045 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2488081.750000 Penalty: 3211.835449
	Iteration 62Q: 3 clusters Score -2488082 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2488100.000000 Penalty: 3211.835449
	Iteration 63Q: 3 clusters Score -2488100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2488120.000000 Penalty: 3211.835449
	Iteration 64Q: 3 clusters Score -2488120 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2488134.000000 Penalty: 3211.835449
	Iteration 65Q: 3 clusters Score -2488134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2488148.750000 Penalty: 3211.835449
	Iteration 66Q: 3 clusters Score -2488149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2488159.000000 Penalty: 3211.835449
	Iteration 67Q: 3 clusters Score -2488159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2488158.000000 Penalty: 3211.835449
	Iteration 68Q: 3 clusters Score -2488158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2488162.500000 Penalty: 3211.835449
	Iteration 69Q: 3 clusters Score -2488162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2488166.750000 Penalty: 3211.835449
	Iteration 70Q: 3 clusters Score -2488167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2488164.500000 Penalty: 3211.835449
	Iteration 71Q: 3 clusters Score -2488164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2488167.000000 Penalty: 3211.835449
	Iteration 72Q: 3 clusters Score -2488167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2488165.500000 Penalty: 3211.835449
	Iteration 73Q: 3 clusters Score -2488166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2488164.500000 Penalty: 3211.835449
	Iteration 74Q: 3 clusters Score -2488164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2488164.500000 Penalty: 3211.835449
	Iteration 75Q: 3 clusters Score -2488164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2488164.250000 Penalty: 3211.835449
	Iteration 76Q: 3 clusters Score -2488164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2488164.250000 Penalty: 3211.835449
	Iteration 77F: 3 clusters Score -2488164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -58588.054688 Penalty: 1020.564331
	Iteration 0F: 2 clusters Score -58588.05 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 287 members 
Entering Unmasked Estep 
Score: -57552.269531 Penalty: 2041.128662
	Iteration 0F: 3 clusters Score -57552.27 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -57789.765625 Penalty: 2041.128662
	Iteration 1F: 3 clusters Score -57789.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -57906.589844 Penalty: 2041.128662
	Iteration 2F: 3 clusters Score -57906.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57999.632812 Penalty: 2041.128662
	Iteration 3F: 3 clusters Score -57999.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -58068.007812 Penalty: 2041.128662
	Iteration 4F: 3 clusters Score -58068.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58118.628906 Penalty: 2041.128662
	Iteration 5Q: 3 clusters Score -58118.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -58184.507812 Penalty: 2041.128662
	Iteration 6Q: 3 clusters Score -58184.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -58251.359375 Penalty: 2041.128662
	Iteration 7Q: 3 clusters Score -58251.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -58317.894531 Penalty: 2041.128662
	Iteration 8Q: 3 clusters Score -58317.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58377.308594 Penalty: 2041.128662
	Iteration 9Q: 3 clusters Score -58377.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -58400.218750 Penalty: 2041.128662
	Iteration 10Q: 3 clusters Score -58400.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58415.617188 Penalty: 2041.128662
	Iteration 11Q: 3 clusters Score -58415.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58415.617188 Penalty: 2041.128662
	Iteration 12F: 3 clusters Score -58415.62 nChanged 0
--- Evaluating fit on full set of 1266552 points ---
Entering Unmasked Estep 
Score: -161707296.000000 Penalty: 41101.539062
25->19 Clusters: Score -161707296.000000, best is -162102032.000000

Main iterations: 0 (time per=infms)
Total iterations: 31347 (time per=181.001063ms)
Iterations metric 2: 1107735478272.000000 (time per=5.122017ns)
Iterations metric 3: 26583939153920.000000 (time per=213.431136ps)

That took 5673.840332 seconds.
